The graph represents a network of 2,724 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, 10 April 2019 at 05:30 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, 10-hour, 18-minute period from Monday, 08 April 2019 at 07:00 UTC to Tuesday, 09 April 2019 at 17:18 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 : 2724
Unique Edges : 3735
Edges With Duplicates : 4421
Total Edges : 8156
Number of Edge Types : 3
Mentions : 6097
Tweet : 2026
Replies to : 33
Self-Loops : 2026
Reciprocated Vertex Pair Ratio : 0.0274007682458387
Reciprocated Edge Ratio : 0.0533399800598205
Connected Components : 488
Single-Vertex Connected Components : 363
Maximum Vertices in a Connected Component : 1972
Maximum Edges in a Connected Component : 7093
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.335554
Graph Density : 0.000540886547024504
Modularity : 0.425558
NodeXL Version : 1.0.1.410
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[660] social,media [558] #socialmedia,#socialmediamarketing [422] #seo,#smm [388] #socialmedia,#smm [350] #socialmediamarketing,#digitalmarketing [334] #digitalmarketing,#contentmarketing [293] #smm,#socialmedia [226] #smm,#socialmediamarketing [202] #digitalmarketing,#smm [195] #contentmarketing,#growthhacking Top Word Pairs in Tweet in G1:
[83] #smm,#socialmedia [76] #socialmedia,#smm [62] #smallbusiness,#smallbiz [54] social,media [49] #megatrends,#ai [48] #digitalmarketing,#marketing [46] #ai,#iot [41] #iot,#autonomousvehicles [41] #autonomousvehicles,#ar [41] #ar,#robotics Top Word Pairs in Tweet in G2:
[432] #socialmedia,#socialmediamarketing [318] #seo,#smm [294] #socialmediamarketing,#digitalmarketing [291] #digitalmarketing,#contentmarketing [179] #smm,#ecommerce [177] #ecommerce,#marketing [177] #contentmarketing,#growthhacking [164] #blogging,#infographic [163] social,media [149] #marketing,#influencermarketing Top Word Pairs in Tweet in G3:
[109] social,media [59] #socialmedia,#smm [40] #smm,#socialmedia [38] #seo,#smm [34] #digitalmarketing,#smm [33] #socialmediamarketing,#smm [30] #smm,#marketing [26] #socialmedia,#socialmediamarketing [19] #socialmediamarketing,#socialmedia [19] #marketing,#smm Top Word Pairs in Tweet in G4:
[42] social,media [41] markwalkerford,#smm [38] check,out [34] socialmedia2day,key [30] range,ways [26] gen,z [25] out,graphic [24] digital,marketing [24] #digital,#marketing [24] #marketing,#advertising Top Word Pairs in Tweet in G5:
[95] social,media [71] #smb,#smm [61] #smm,#inbound [58] #smm,#socialmedia [40] #socialmedia,#smm [27] #socialmedia,#socialmediamarketing [27] gt,gt [25] #smm,#socialmediamarketing [19] #marketing,#business [18] #digitalmarketing,#marketing Top Word Pairs in Tweet in G6:
[20] digitalscoutings,top [19] #vlogger,influencers [19] influencers,thank [19] thank,being [19] being,role [19] role,models [18] #vlogging,#influencer [18] #influencer,#smm [12] top,100 [11] 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:
[80] art,prints [79] #atsocialmedia,#brithour [78] #brithour,#firsttmaster [78] #firsttmaster,#ukbiz [78] #ukbiz,#smm [74] #smm,#ukbizhour [68] #87rt,#atsocialmedia [56] hearttoheartpri,art [33] #pendant,#necklace [28] #bracelet,#brithour Top Word Pairs in Tweet in G9:
[40] #digitalmarketing,#smm [40] #smm,#seo [40] #seo,#investing [40] #investing,#fintech [40] #fintech,#startups [40] #startups,#realtor [38] #realtor,#fitness [30] #fitness,#gymlife [24] social,media [21] #gymlife,#writerslife Top Word Pairs in Tweet in G10:
[38] social,media [11] media,marketing [9] #smm,#socialmedia [8] #smm,#marketing [8] 5,social [8] marketing,mistakes [7] jan_orsula,#smm [6] wearearticulate,#smm [6] cool,free [6] free,fonts Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Mentioned in Entire Graph:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: