The graph represents a network of 2,885 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 Wednesday, 27 March 2019 at 05:30 UTC.
The requested start date was Wednesday, 27 March 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, 10-hour, 27-minute period from Monday, 25 March 2019 at 07:08 UTC to Tuesday, 26 March 2019 at 17:35 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 : 2885
Unique Edges : 3660
Edges With Duplicates : 3395
Total Edges : 7055
Number of Edge Types : 3
Mentions : 5031
Tweet : 2002
Replies to : 22
Self-Loops : 2002
Reciprocated Vertex Pair Ratio : 0.0200923160467011
Reciprocated Edge Ratio : 0.0393931328187384
Connected Components : 578
Single-Vertex Connected Components : 415
Maximum Vertices in a Connected Component : 1980
Maximum Edges in a Connected Component : 5868
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.610314
Graph Density : 0.000451544047478829
Modularity : 0.484479
NodeXL Version : 1.0.1.410
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[800] social,media [341] #seo,#smm [328] #socialmedia,#smm [257] #smm,#socialmedia [253] #socialmedia,#socialmediamarketing [200] media,marketing [179] #infographic,follow [176] #digitalmarketing,#marketing [170] art,prints [163] #smm,#socialmediamarketing Top Word Pairs in Tweet in G1:
[238] social,media [216] #seo,#smm [178] #socialmedia,#socialmediamarketing [174] #infographic,follow [124] #digitalmarketing,#contentmarketing [123] #digitalmarketing,#marketing [115] #socialmediamarketing,#digitalmarketing [115] #socialmedia,#smm [112] #marketing,#business [106] #smm,#socialmedia Top Word Pairs in Tweet in G2:
[125] social,media [44] #seo,#smm [38] media,marketing [33] #smm,#socialmediamarketing [33] #socialmedia,#smm [32] #digitalmarketing,#smm [29] #smm,#socialmedia [26] #smm,#digitalmarketing [25] digital,marketing [25] #smm,#marketing Top Word Pairs in Tweet in G3:
[109] social,media [51] tips,help [37] media,range [37] range,business [37] business,benefits [37] benefits,maybe [37] maybe,beyond [37] beyond,think [37] think,#smm [37] #smm,#socialmedia Top Word Pairs in Tweet in G4:
[28] thank,heros [28] heros,digitalscoutings [28] digitalscoutings,top [28] released,thanks [28] thanks,congratulations [25] digital,influencer [25] influencer,released [23] top,10 [20] 10,countries [20] countries,#robots Top Word Pairs in Tweet in G5:
[32] social,media [25] #seo,#smm [24] mattgsouthern,#smm [23] #smm,#socialmediamarketing [22] media,marketing [18] pinterest,s [17] google,hurt [17] growth,2018 [17] 2018,deindexing [17] deindexing,keyword Top Word Pairs in Tweet in G6:
[150] art,prints [139] hearttoheartpri,art [135] #atsocialmedia,#brithour [132] #brithour,#firsttmaster [132] #firsttmaster,#ukbiz [132] #ukbiz,#smm [130] #smm,#ukbizhour [128] #87rt,#atsocialmedia [79] #ukbizhour,#atukbus [53] #yorkshireis,#londonislovinit Top Word Pairs in Tweet in G7:
[65] #smallbiz,#smm [42] social,media [21] #instagram,#smm [18] #smm,#socialmedia [12] media,marketing [9] create,mind [9] mind,blowing [9] blowing,instagram [9] instagram,video [9] video,strategy Top Word Pairs in Tweet in G8:
[16] #influencerpromotion,#topcasestudy [16] #topcasestudy,#yourmustread [15] #yourmustread,#smm [14] #smm,#socialmedia [12] #socialmedia,#investors [12] #investors,#seo [11] #seo,#rt [11] #cybersecurity,#megatrends [10] #success,#growth [10] #genz,#millennials Top Word Pairs in Tweet in G9:
[35] gt,gt [25] social,media [22] #marketing,#digitalmarketing [20] #smm,thesocialreport [13] #socialmediamarketing,#smm [12] #seo,#smm [11] #digitalmarketing,#socialmedia [11] #socialmedia,#socialmediamarketing [10] 5,things [10] things,marketers Top Word Pairs in Tweet in G10:
[13] #socialmedia,#smm [11] social,media [8] #smm,michelledh [6] #socialmediamarketing,#smm [5] media,marketing [5] need,know [5] favorite,#smm [4] #startup,#marketing [4] #marketing,#growthhacking [4] #growthhacking,#business 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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