The graph represents a network of 2,742 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, 20 March 2019 at 09:52 UTC.
The requested start date was Wednesday, 20 March 2019 at 09:50 UTC and the maximum number of tweets (going backward in time) was 5,000.
The tweets in the network were tweeted over the 1-day, 10-hour, 43-minute period from Monday, 18 March 2019 at 14:30 UTC to Wednesday, 20 March 2019 at 01:14 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 : 2742
Unique Edges : 3662
Edges With Duplicates : 3329
Total Edges : 6991
Self-Loops : 1902
Reciprocated Vertex Pair Ratio : 0.027094277025159
Reciprocated Edge Ratio : 0.0527590847913863
Connected Components : 559
Single-Vertex Connected Components : 396
Maximum Vertices in a Connected Component : 1854
Maximum Edges in a Connected Component : 5808
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.881659
Graph Density : 0.000494290577930132
Modularity : 0.477611
NodeXL Version : 1.0.1.409
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[788] social,media [487] seo,smm [429] socialmedia,socialmediamarketing [341] southyorkshirehour,barnsleyisbrill [341] barnsleyisbrill,barnsleyhour [272] socialmediamarketing,digitalmarketing [246] socialmedia,smm [237] anti,aging [221] yorkshireis,londonislovinit [219] serum,yorkshireis Top Word Pairs in Tweet in G1:
[156] social,media [50] socialmedia,smm [49] smm,socialmedia [43] digitalmarketing,smm [38] media,marketing [36] smm,socialmediamarketing [32] marketing,smm [32] seo,smm [25] socialmediamarketing,smm [25] smm,digitalmarketing Top Word Pairs in Tweet in G2:
[349] seo,smm [264] socialmedia,socialmediamarketing [199] socialmediamarketing,digitalmarketing [171] digitalmarketing,contentmarketing [159] contentmarketing,growthhacking [155] smm,ecommerce [154] ecommerce,marketing [146] marketing,influencermarketing [145] growthhacking,startup [144] social,media Top Word Pairs in Tweet in G3:
[30] technativetv,technative [24] megatrends,emergingtechnologies [23] technews,technative [23] technative,technativetv [23] technative,symantec's [23] symantec's,pauljknott [23] pauljknott,explains [23] explains,security [23] security,team [21] emergingtechnologies,artificialintelligence Top Word Pairs in Tweet in G4:
[54] socialmedia2day,looking [46] looking,new [41] key,socialmediamarketing [36] new,tools [36] tools,help [36] help,maximize [36] maximize,socialmediamarketing [36] socialmediamarketing,efforts [36] efforts,smm [32] tips,smm Top Word Pairs in Tweet in G5:
[50] thank,heros [50] heros,digitalscoutings [50] digitalscoutings,top [50] released,thanks [50] thanks,congratulations [44] digital,influencer [44] influencer,released [44] social,media [37] top,100 [36] 100,digital Top Word Pairs in Tweet in G6:
[36] social,media [31] smm,seo [29] smm,socialmediamarketing [28] seo,smm [23] digital,marketing [23] seo,sem [22] onlinemarketing,emailmarketing [22] marketing,smm [21] 13,interesting [21] interesting,facebook Top Word Pairs in Tweet in G7:
[341] southyorkshirehour,barnsleyisbrill [341] barnsleyisbrill,barnsleyhour [237] anti,aging [219] yorkshireis,londonislovinit [217] serum,yorkshireis [216] londonislovinit,sheffieldissuper [195] aging,serum [182] sheffieldissuper,barnsleyisbril [165] age,skin [165] skin,needs Top Word Pairs in Tweet in G8:
[59] rise,rise [58] digitaltransformation,smm [58] smm,contentmarketing [58] ht,xbond49 [57] helene_wpli,rise [57] rise,socialmedia [57] socialmedia,iot [57] iot,digitaltransformation [57] contentmarketing,ht [57] xbond49,cc Top Word Pairs in Tweet in G9:
[49] social,media [33] smm,socialmedia [17] smm,marketing [15] eclincher,smm [15] media,marketing [15] socialmedia,smm [13] marketing,contentmarketing [12] contentmarketing,digitalmarketing [11] coscheduleblog,smm [11] smm,marketingautomation Top Word Pairs in Tweet in G10:
[40] social,jukebox [27] rise,rise [27] rise,falls [27] falls,socialmedia [27] socialmedia,2018 [27] 2018,2019 [27] 2019,infographic [27] infographic,bigdata [27] bigdata,iot [27] iot,socialanalytics Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G4:
Top Replied-To in G9:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G8:
Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: