The graph represents a network of 4,059 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, 21 October 2020 at 20:21 UTC.
The requested date range was from Wednesday, 14 October 2020 at 00:00 UTC through Wednesday, 21 October 2020 at 23:59 UTC.
The tweets in the network were tweeted over the 7-day, 19-hour, 15-minute period from Wednesday, 14 October 2020 at 00:00 UTC to Wednesday, 21 October 2020 at 19:15 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 : 4101
Unique Edges : 3745
Edges With Duplicates : 33462
Total Edges : 37207
Number of Edge Types : 5
Mentions : 22710
Replies to : 565
Tweet : 4872
MentionsInRetweet : 5291
Retweet : 3769
Self-Loops : 5098
Reciprocated Vertex Pair Ratio : 0.062089552238806
Reciprocated Edge Ratio : 0.116919617762788
Connected Components : 817
Single-Vertex Connected Components : 633
Maximum Vertices in a Connected Component : 2829
Maximum Edges in a Connected Component : 34435
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 5.335187
Graph Density : 0.000423216229236177
Modularity : 0.177551
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 4,059 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, 21 October 2020 at 20:21 UTC.
The requested date range was from Wednesday, 14 October 2020 at 00:00 UTC through Wednesday, 21 October 2020 at 23:59 UTC.
The tweets in the network were tweeted over the 7-day, 19-hour, 15-minute period from Wednesday, 14 October 2020 at 00:00 UTC to Wednesday, 21 October 2020 at 19:15 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:
[2202] social,media [886] #socialmediamarketing,#smm [773] #socialmedia,#socialmediamarketing [771] #socialmedia,#smm [581] #seo,#smm [565] #smm,#socialmedia [474] media,marketing [416] #oneofpoints,#socialmedia [309] #smm,#socialmediamarketing [306] #marketing,#contentmarketing Top Word Pairs in Tweet in G1:
[314] social,media [121] #seo,#smm [85] #smm,#socialmedia [84] media,marketing [74] digital,marketing [73] #socialmedia,#smm [70] #marketing,#smm [69] #socialmediamarketing,#smm [56] #smm,#socialmediamarketing [41] #smm,#digitalmarketing Top Word Pairs in Tweet in G2:
[701] #socialmedia,#socialmediamarketing [686] #socialmediamarketing,#smm [651] social,media [414] #oneofpoints,#socialmedia [299] #marketing,#contentmarketing [287] #seo,#smm [267] #contentmarketing,#inboundmarketing [251] #inboundmarketing,#blog [242] #blog,#mktg [219] #mktg,#socialmedia Top Word Pairs in Tweet in G3:
[586] social,media [151] media,marketing [102] #socialmedia,#smm [95] #smm,#socialmedia [61] #smm,#socialmediamarketing [50] need,know [47] marketing,strategy [41] #socialmediamarketing,#smm [35] #contentmarketing,#smm [35] learn,more Top Word Pairs in Tweet in G4:
[85] thank,heros [85] heros,digitalscoutings [85] digitalscoutings,top [85] released,thanks [85] thanks,congratulations [84] digital,influencer [84] influencer,released [58] stratorob,thank [36] top,100 [36] 100,digital Top Word Pairs in Tweet in G5:
[80] #smm,#snowden [73] #setmefree,#smm [69] #socialmedia,#digitalmarketing [68] #virtual,#augmentedreality [68] #augmentedreality,#future [68] #future,#socialmedia [68] #digitalmarketing,mt [68] mt,jblefevre60 [61] #security,#smm [61] #ar,#vr Top Word Pairs in Tweet in G6:
[95] malekalby,treksinhimalaya [86] zapp12347,sumawun [86] influencerprom1,srinualme [84] cynthia_lardner,aleksan97503423 [75] rosanafava,cynthia_lardner [74] ktanimara,tripletsfan19 [74] tripletsfan19,battalaldudak [74] battalaldudak,bamn_nation [74] bamn_nation,papaporter1 [74] markbird17,chidambara09 Top Word Pairs in Tweet in G7:
[61] social,media [20] #socialmediamarketing,#smm [20] #smm,#digitalmarketing [15] #socialmedia,#smm [14] #smm,#socialmedia [14] sproutsocial,#smm [13] #smm,#socialmediamarketing [10] #marketing,#smm [9] #smm,#marketingtips [8] #socialmedia,#marketing Top Word Pairs in Tweet in G8:
[98] jwa_2016,#beautiful [83] #spdc,#smm [66] #earrings,#brithour [63] #atukbusiness,#spdc [55] #brithour,#ukbiz [55] #ukbiz,#atukbusiness [47] #ukbizhour,#atukbusiness [44] #brithour,#ukbizlunch [42] #beautiful,#romantic [42] #romantic,925 Top Word Pairs in Tweet in G9:
[164] facebook,linkedin [160] twitter,instagram [157] instagram,facebook [153] #socialmediamarketing,#services [153] #services,twitter [81] check,socialelbies [81] socialelbies,#socialmediamarketing [77] check,#socialelbies [77] #socialelbies,#socialmediamarketing [62] #linkedin,#socialmedia Top Word Pairs in Tweet in G10:
[87] grab,cheap [87] cheap,hq [87] hq,smm [87] smm,services [87] services,#youtube [87] #youtube,#facebook [87] #facebook,#tiwtter [87] #tiwtter,#telegram [87] #telegram,#instagram [87] #instagram,#tiktok Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G9:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
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Top Tweeters in G10: