The graph represents a network of 1,396 Twitter users whose tweets in the requested range contained "#SocialMedia", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 22 January 2019 at 22:46 UTC.
The requested start date was Tuesday, 22 January 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 12-day, 5-hour, 12-minute period from Tuesday, 08 January 2019 at 20:06 UTC to Monday, 21 January 2019 at 01:19 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 : 1396
Unique Edges : 1317
Edges With Duplicates : 779
Total Edges : 2096
Number of Edge Types : 3
Tweet : 720
Mentions : 1356
Replies to : 20
Self-Loops : 720
Reciprocated Vertex Pair Ratio : 0.0145586897179254
Reciprocated Edge Ratio : 0.0286995515695067
Connected Components : 508
Single-Vertex Connected Components : 268
Maximum Vertices in a Connected Component : 350
Maximum Edges in a Connected Component : 767
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 6.011438
Graph Density : 0.000572552402666092
Modularity : 0.605443
NodeXL Version : 1.0.1.408
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[215] social,media [105] à,à [62] socialmedia,socialmediamarketing [48] socialmedia,marketing [45] seo,smm [42] marketing,socialmedia [41] socialmedia,digitalmarketing [39] digitalmarketing,contentmarketing [35] media,marketing [35] business,socialmedia Top Word Pairs in Tweet in G1:
[61] social,media [25] à,à [18] àµ,à [17] à,ൠ[15] ðÿ,ðÿ [12] socialmedia,marketing [10] business,socialmedia [9] more,likes [9] likes,follows [9] follows,stumbles Top Word Pairs in Tweet in G2:
[5] social,media [4] read,more [4] more,here [4] evankirstel,mikequindazzi [4] mikequindazzi,ronald_vanloon [3] contentmarketing,socialmedia [2] evolution,internetofthings [2] internetofthings,infographics [2] infographics,praveenkummar [2] praveenkummar,read Top Word Pairs in Tweet in G3:
[40] seo,smm [32] socialmedia,socialmediamarketing [28] digitalmarketing,contentmarketing [24] socialmediamarketing,digitalmarketing [24] contentmarketing,growthhacking [24] marketing,influencermarketing [21] smm,ecommerce [21] ecommerce,marketing [18] influencermarketing,blogging [18] blogging,infographic Top Word Pairs in Tweet in G4:
[4] zoraidapalacios,stompemall [3] rosatrunk,babygo2014 [3] janetnestor,patgrant7777 [3] patgrant7777,malekalby [3] malekalby,cynthia_lardner [3] cynthia_lardner,lorimoreno [3] lorimoreno,babybondgirl [3] romanjancic,ramikantari [3] ramikantari,anthonyjbarton [3] saferprint,kleopatra2009 Top Word Pairs in Tweet in G5:
[24] smallbusiness,smallbiz [18] socialmedia,smm [13] social,media [10] smm,socialmedia [10] entrepreneur,ecommerce [8] infographic,follow [8] social,jukebox [8] smallbiz,entrepreneur [7] ecommerce,socialmedia [6] check,out Top Word Pairs in Tweet in G6:
[17] social,media [14] digitalmarketing,socialmedia [11] mikeschiemer,top [10] media,marketing [10] marketingspecialist,seospecialist [10] seospecialist,smmexpert [10] smmexpert,seoexpert [10] seoexpert,bigdata [10] bigdata,smm [10] smm,seo Top Word Pairs in Tweet in G7:
[16] social,media [5] socialmedia,marketing [5] gt,gt [5] media,posts [5] posts,affect [5] affect,college [5] college,applications [5] applications,new [5] new,study [5] study,finds Top Word Pairs in Tweet in G8:
[2] friend,melissaestoy [2] melissaestoy,its12me [2] its12me,missing [2] missing,over [2] over,year [2] year,now [2] now,please [2] please,help [2] help,retweet [2] retweet,need Top Word Pairs in Tweet in G9:
[13] thank,sharing [13] sharing,post [13] post,kangdaniel [13] kangdaniel,grazie [13] grazie,tutti [13] tutti,voi [13] voi,best [13] best,regards [13] regards,italy [13] italy,south Top Word Pairs in Tweet in G10:
[2] kanosug,younisebz [2] younisebz,alexniyonzima [2] alexniyonzima,rctbright [2] rctbright,rotaract250 [2] rotaract250,rotaract254 [2] rotaract254,rottanzania [2] rottanzania,rotaractuganda [2] rotaractuganda,rotaract [2] rotaract,rotary Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G4:
Top Replied-To in G8:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G3:
Top Mentioned in G4:
Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G8:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
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Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: