The graph represents a network of 2,826 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 Friday, 21 August 2020 at 20:29 UTC.
The requested start date was Friday, 21 August 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 4-day, 5-hour, 5-minute period from Sunday, 16 August 2020 at 18:55 UTC to Friday, 21 August 2020 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 : 2826
Unique Edges : 2431
Edges With Duplicates : 11184
Total Edges : 13615
Number of Edge Types : 5
Mentions : 2161
Tweet : 3017
Retweet : 3555
MentionsInRetweet : 4834
Replies to : 48
Self-Loops : 3152
Reciprocated Vertex Pair Ratio : 0.0219865494050698
Reciprocated Edge Ratio : 0.0430270817514553
Connected Components : 690
Single-Vertex Connected Components : 511
Maximum Vertices in a Connected Component : 1801
Maximum Edges in a Connected Component : 11657
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 5.864495
Graph Density : 0.000494898821937884
Modularity : 0.285731
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 2,826 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 Friday, 21 August 2020 at 20:29 UTC.
The requested start date was Friday, 21 August 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 4-day, 5-hour, 5-minute period from Sunday, 16 August 2020 at 18:55 UTC to Friday, 21 August 2020 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".
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
Graph Term : #smm
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Betweenness Centrality
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[1354] social,media [566] #socialmedia,#smm [449] #socialmediamarketing,#smm [421] #socialmedia,#socialmediamarketing [346] #seo,#smm [340] media,marketing [266] #smm,#socialmedia [230] digital,marketing [228] #oneofpoints,#socialmedia [218] #contentmarketing,#smm Top Word Pairs in Tweet in G1:
[199] social,media [76] #seo,#smm [54] #socialmedia,#smm [50] #smm,#socialmedia [47] media,marketing [44] artists,boost [44] boost,popularity [44] popularity,#musicmarketing [44] #musicmarketing,#musicpromotion [44] #musicpromotion,#smm Top Word Pairs in Tweet in G2:
[276] social,media [59] media,marketing [49] #socialmedia,#smm [29] #smm,#socialmedia [26] ckroks,fuhsionmktg [22] talk,show [22] #smm,#socialmediamarketing [21] overheard,ep [21] socialchefs,ckroks [21] influencermh,#smm Top Word Pairs in Tweet in G3:
[323] #socialmedia,#smm [266] social,media [142] #socialmediamarketing,#smm [140] #marketing,#contentmarketing [131] #contentmarketing,#inboundmarketing [131] #inboundmarketing,#blog [126] #blog,#mktg [118] #socialmedia,#socialmediamarketing [117] #mktg,#socialmedia [108] #smm,#growthhacking Top Word Pairs in Tweet in G4:
[53] polishroyalgoat,treksinhimalaya [44] treksinhimalaya,altanhashmi [41] altanhashmi,nobbieng [37] mikequindazzi,antgrasso [26] safdardar8,ssscoop475 [24] #tech,#technology [24] sumawun,yucuodydruzkyt3 [24] yucuodydruzkyt3,bootsieboutique [23] _____yo_____yo,polishroyalgoat [23] nobbieng,safdardar8 Top Word Pairs in Tweet in G5:
[156] social,media [155] margie,warrell [133] #digitalmarketing,#growthhacking [115] #makeyourownlane,#startup [108] #makeyourownlane,#seo [104] #contentmarketing,#smm [100] #quote,#makeyourownlane [97] #growthhacking,#startups [97] #seo,#sem [96] #digitalmarketing,#smtip Top Word Pairs in Tweet in G6:
[95] jwa_2016,#beautiful [66] jwa_2016,#sparkling [51] #beautiful,#romantic [51] #romantic,925 [51] 925,#silver [51] #silver,cz [51] cz,#pendant [51] #pendant,#necklaces [51] #necklaces,#brithour [51] #brithour,#ukbizhour Top Word Pairs in Tweet in G7:
[233] #socialmediamarketing,#smm [231] #socialmedia,#socialmediamarketing [228] #oneofpoints,#socialmedia [186] social,media [70] social,jukebox [57] #contentmarketing,#smm [53] #smm,social [53] #smm,#sem [51] #seoagency,#seoexpert [51] #seoexpert,#linkbuilding Top Word Pairs in Tweet in G8:
[85] #seo,#smm [82] #entrepreneur,#startup [64] #smallbusiness,#entrepreneur [54] #startup,#smm [51] #smm,#marketing [50] gt,gt [49] gt,#seo [48] #seo,#seonews [46] #sem,#smm [46] #blogger,#contentmarketing Top Word Pairs in Tweet in G9:
[90] #socialmediamarketing,#services [90] #services,twitter [90] twitter,instagram [90] instagram,facebook [90] facebook,linkedin [50] check,socialelbies [50] socialelbies,#socialmediamarketing [40] check,#socialelbies [40] #socialelbies,#socialmediamarketing [33] socialelbies,check Top Word Pairs in Tweet in G10:
[16] social,media [7] socialmedia2day,#smm [7] #socialmediamarketing,#smm [7] #smm,ready [6] #smm,#socialmedia [6] content,marketing [6] ready,reach [6] reach,more [6] more,customers [6] customers,drive Top Replied-To in Entire Graph:
Top Replied-To in G3:
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Top Replied-To in G5:
Top Replied-To in G8:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G6:
Top Mentioned in G7:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
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Top Tweeters in G9:
Top Tweeters in G10: