The graph represents a network of 2,865 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, 13 March 2019 at 05:41 UTC.
The requested start date was Wednesday, 13 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, 15-minute period from Monday, 11 March 2019 at 13:46 UTC to Wednesday, 13 March 2019 at 00:01 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 : 2865
Unique Edges : 3651
Edges With Duplicates : 3648
Total Edges : 7299
Number of Edge Types : 3
Mentions : 5150
Tweet : 2105
Replies to : 44
Self-Loops : 2105
Reciprocated Vertex Pair Ratio : 0.0373885533505896
Reciprocated Edge Ratio : 0.0720820626559468
Connected Components : 705
Single-Vertex Connected Components : 510
Maximum Vertices in a Connected Component : 1758
Maximum Edges in a Connected Component : 5782
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 5.300649
Graph Density : 0.00043959070656254
Modularity : 0.465181
NodeXL Version : 1.0.1.409
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[782] social,media [493] seo,smm [450] socialmedia,socialmediamarketing [309] socialmedia,smm [288] socialmediamarketing,digitalmarketing [236] smm,socialmediamarketing [223] digitalmarketing,contentmarketing [201] smm,socialmedia [200] digital,marketing [185] southyorkshirehour,barnsleyisbrill Top Word Pairs in Tweet in G1:
[147] social,media [94] entrepreneur,smm [93] smm,startups [92] entrepreneurship,startup [91] ellie,baer [91] baer,more [91] more,info [91] info,fussfactorybrands [91] fussfactorybrands,ideas [91] ideas,sparkchamber Top Word Pairs in Tweet in G2:
[123] tech,iot [92] innovation,tech [76] socialmedia,socialmediamarketing [68] foot,powered [68] powered,monorail [68] monorail,cruises [68] cruises,93 [68] 93,mph [68] mph,adds [68] adds,future Top Word Pairs in Tweet in G3:
[52] check,out [31] make,sure [27] socialmedia2day,make [24] social,media [24] linkedin,company [24] company,page [24] infographic,smm [22] worth,checking [22] checking,out [22] tips,smm Top Word Pairs in Tweet in G4:
[261] socialmedia,socialmediamarketing [180] seo,smm [173] socialmediamarketing,digitalmarketing [158] digitalmarketing,contentmarketing [147] contentmarketing,growthhacking [136] marketing,influencermarketing [135] smm,ecommerce [135] ecommerce,marketing [134] social,media [106] influencermarketing,blogging Top Word Pairs in Tweet in G5:
[47] digital,marketing [27] social,media [24] socialmedia,smm [22] seo,smm [21] gt,gt [20] smm,socialmedia [20] smm,socialmediamarketing [18] socialmediamarketing,digitalmarketing [16] 7,different [16] different,areas Top Word Pairs in Tweet in G6:
[17] captechu,captechu [14] strategy,cybersecurity [14] cybersecurity,digitaltransformation [14] digitaltransformation,systemsthinking [14] systemsthinking,systems [14] systems,cyberresilience [14] cyberresilience,know [14] know,thyself [14] thyself,ten [12] thank,kindly Top Word Pairs in Tweet in G7:
[185] southyorkshirehour,barnsleyisbrill [185] barnsleyisbrill,barnsleyhour [107] anti,aging [87] aging,serum [80] age,skin [80] skin,needs [80] needs,extra [67] yorkshireis,londonislovinit [67] londonislovinit,sheffieldissuper [66] sentia_uk,age Top Word Pairs in Tweet in G8:
[133] oneminutebriefs,socialink_co [130] smm,socialmediamarketing [95] socialink_co,smm [59] social,media [34] socialmediamarketing,smm [34] socialink_co,oneminutebriefs [19] businesses,smes [16] advertise,benefits [16] benefits,socialmediamarketing [16] socialmediamarketing,businesses Top Word Pairs in Tweet in G9:
[27] social,jukebox [18] social,media [15] socialmedia,smm [10] 9,socialmedia [10] socialmedia,tasks [10] tasks,carry [10] carry,out [10] out,start [10] start,day [10] day,1 Top Word Pairs in Tweet in G10:
[34] digital,marketing [26] marketing,strategy [26] smm,socialmedia [25] socialmedia,business [24] strategy,smm [23] makes,good [23] good,digital [23] business,marketingtips [23] marketingtips,entrepreneurship [22] isabellajonescl,makes Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G8:
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Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G9:
Top Tweeters in G10: