The graph represents a network of 4,504 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, 19 February 2019 at 22:47 UTC.
The requested start date was Tuesday, 19 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, 3-hour, 43-minute period from Sunday, 17 February 2019 at 11:04 UTC to Monday, 18 February 2019 at 14:47 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 : 4504
Unique Edges : 4971
Edges With Duplicates : 2430
Total Edges : 7401
Number of Edge Types : 3
Mentions : 4779
Tweet : 2565
Replies to : 57
Self-Loops : 2565
Reciprocated Vertex Pair Ratio : 0.0215496368038741
Reciprocated Edge Ratio : 0.0421900924389666
Connected Components : 1489
Single-Vertex Connected Components : 933
Maximum Vertices in a Connected Component : 1737
Maximum Edges in a Connected Component : 4031
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 5.375626
Graph Density : 0.000208021966015157
Modularity : 0.608024
NodeXL Version : 1.0.1.408
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[781] social,media [276] socialmedia,socialmediamarketing [241] socialmedia,marketing [165] سوشل,میڈیا [154] digitalmarketing,contentmarketing [138] marketing,socialmedia [121] socialmediamarketing,digitalmarketing [118] socialmedia,smm [111] seo,smm [101] digital,marketing Top Word Pairs in Tweet in G1:
[247] social,media [72] socialmedia,marketing [51] marketing,socialmedia [45] check,out [33] socialmedia,socialmediamarketing [30] free,book [27] https,t [27] t,co [22] digital,marketing [21] iartg,flbiz Top Word Pairs in Tweet in G2:
[70] social,media [43] socialmedia,srudukfollow [41] digitalmarketing,contentmarketing [33] executives,use [33] use,social [33] media,seo [33] seo,digitalmarketing [32] contentmarketing,marketing [30] marketing,iot [30] iot,growthhacking Top Word Pairs in Tweet in G3:
[73] social,media [21] socialmedia,smm [17] socialmedia,socialmediamarketing [16] socialmedia,marketing [13] marketing,socialmedia [11] त,क [11] socialmedia,digitalmarketing [11] socialmediamarketing,digitalmarketing [11] check,out [10] media,marketing Top Word Pairs in Tweet in G4:
[111] socialmedia,socialmediamarketing [76] socialmediamarketing,digitalmarketing [71] digitalmarketing,contentmarketing [63] contentmarketing,growthhacking [60] growthhacking,startup [60] startup,seo [60] ecommerce,marketing [59] seo,smm [54] smm,ecommerce [53] social,media Top Word Pairs in Tweet in G5:
[19] sur,les [15] digitalmarketing,onlinemarketing [14] réseaux,sociaux [14] je,cherche [14] cherche,nom [14] nom,pour [14] pour,une [14] une,agence [14] agence,marketing [14] marketing,d'influence Top Word Pairs in Tweet in G6:
[32] automobilemarketing,automotivemarketing [27] socialmedia,socialmediamarketing [23] trucks,trailers [23] trailers,4 [23] 4,online [23] online,magazine [23] magazine,visit [23] visit,automobilemarketing [21] social,media [20] český,trucker Top Word Pairs in Tweet in G7:
[34] digital,marketing [19] marketing,trends [17] 2019,digitalmarketing [17] digitalmarketing,contentmarketing [16] mariajohnsen,socialmedia [15] 7,digital [15] trends,rule [15] rule,2019 [15] contentmarketing,b2c [15] b2c,socialmedia Top Word Pairs in Tweet in G8:
[27] leadership,seo [27] seo,branding [27] branding,smm [25] smm,mpgvip [18] socialmedia,socialmediamarketing [18] mpgvip,marketing [18] marketing,startups [15] thoughts,one [15] one,y'all [13] infographic,follow Top Word Pairs in Tweet in G9:
[162] سوشل,میڈیا [81] میڈیا,پر [81] پر,دھوم [81] دھوم,مچی [81] مچی,ہوئی [81] ہوئی,ہے [81] ہے,دیکھیے [81] دیکھیے,وزیر [81] وزیر,اعظم [81] اعظم,عمران Top Word Pairs in Tweet in G10:
[19] socialmedia,smm [14] social,media [13] smm,socialmedia [9] socialmedia,marketing [9] seo,smm [8] socialmedia,socialmediamarketing [7] gt,gt [6] internet,things [6] things,very [6] very,short Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: