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 Thursday, 11 April 2019 at 05:31 UTC.
The requested start date was Wednesday, 10 April 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, 16-hour, 17-minute period from Monday, 08 April 2019 at 07:43 UTC to Wednesday, 10 April 2019 at 00:00 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 : 2717
Unique Edges : 3740
Edges With Duplicates : 4444
Total Edges : 8184
Number of Edge Types : 3
Mentions : 6125
Tweet : 2026
Replies to : 33
Self-Loops : 2026
Reciprocated Vertex Pair Ratio : 0.0270408163265306
Reciprocated Edge Ratio : 0.0526577247888723
Connected Components : 486
Single-Vertex Connected Components : 364
Maximum Vertices in a Connected Component : 1979
Maximum Edges in a Connected Component : 7139
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.328524
Graph Density : 0.000545574880897724
Modularity : 0.423145
NodeXL Version : 1.0.1.410
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[677] social,media [564] #socialmedia,#socialmediamarketing [417] #seo,#smm [393] #socialmedia,#smm [340] #socialmediamarketing,#digitalmarketing [330] #digitalmarketing,#contentmarketing [287] #smm,#socialmedia [219] #digitalmarketing,#smm [211] #smm,#socialmediamarketing [196] #smm,#ecommerce Top Word Pairs in Tweet in G1:
[95] #smm,#socialmedia [78] #socialmedia,#smm [72] #smallbusiness,#smallbiz [70] social,media [64] #digitalmarketing,#marketing [49] #megatrends,#ai [47] #ai,#iot [45] #socialmedia,#socialmediamarketing [45] #marketing,#business [41] #iot,#autonomousvehicles Top Word Pairs in Tweet in G2:
[427] #socialmedia,#socialmediamarketing [314] #seo,#smm [284] #digitalmarketing,#contentmarketing [280] #socialmediamarketing,#digitalmarketing [177] social,media [177] #smm,#ecommerce [173] #ecommerce,#marketing [171] #contentmarketing,#growthhacking [161] #blogging,#infographic [145] #growthhacking,#startup Top Word Pairs in Tweet in G3:
[110] social,media [61] #socialmedia,#smm [39] #smm,#socialmedia [37] #seo,#smm [34] #socialmediamarketing,#smm [32] #digitalmarketing,#smm [32] #smm,#marketing [27] #socialmedia,#socialmediamarketing [19] #marketing,#smm [18] #socialmediamarketing,#socialmedia Top Word Pairs in Tweet in G4:
[40] markwalkerford,#smm [37] check,out [34] social,media [31] socialmedia2day,key [27] range,ways [24] gen,z [24] #digital,#marketing [24] #marketing,#advertising [22] #advertising,#entrepreneur [22] #entrepreneur,#socialmedia Top Word Pairs in Tweet in G5:
[95] social,media [42] #socialmedia,#smm [40] media,marketing [36] #smm,#socialmedia [35] mikeschiemer,7 [30] #socialmedia,#socialmediamarketing [26] twitter,marketing [24] #twitter,#twittermarketing [22] 7,actionable [22] actionable,tips Top Word Pairs in Tweet in G6:
[19] digitalscoutings,top [18] #vlogger,influencers [18] influencers,thank [18] thank,being [18] being,role [18] role,models [17] #vlogging,#influencer [17] #influencer,#smm [11] top,100 [10] 100,#vlogger Top Word Pairs in Tweet in G7:
[45] tripletsfan19,cynthia_lardner [43] cynthia_lardner,tom__coleman [37] mitadance,ninscrystal [27] ninscrystal,kugey [24] tom__coleman,mitadance [23] #influencers,#influencermarketing [21] #ai,#strategy [21] #bigdata,#socialmedia [20] #strategy,#smm [20] #smm,#bigdata Top Word Pairs in Tweet in G8:
[69] #smb,#smm [61] #smm,#inbound [35] social,jukebox [31] social,media [29] #socialmedia,#smm [18] #smm,#socialmedia [14] check,out [12] #instagram,#smm [12] jukebox,automate [11] people,love Top Word Pairs in Tweet in G9:
[78] art,prints [77] #atsocialmedia,#brithour [76] #brithour,#firsttmaster [76] #firsttmaster,#ukbiz [76] #ukbiz,#smm [72] #smm,#ukbizhour [66] #87rt,#atsocialmedia [54] hearttoheartpri,art [33] #pendant,#necklace [26] #atsocial,#uksocialmedia Top Word Pairs in Tweet in G10:
[41] social,media [11] media,marketing [9] #smm,#marketing [8] #smm,#socialmedia [7] 5,social [7] marketing,mistakes [7] jan_orsula,#smm [6] media,posts [6] content,calendar [6] calendar,ideas Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G7:
Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: