The graph represents a network of 2,887 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, 10 June 2022 at 19:26 UTC.
The requested start date was Friday, 10 June 2022 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 8-day, 14-hour, 14-minute period from Wednesday, 01 June 2022 at 05:30 UTC to Thursday, 09 June 2022 at 19:44 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 : 2887
Unique Edges : 1538
Edges With Duplicates : 9986
Total Edges : 11524
Number of Edge Types : 5
Mentions : 1053
Tweet : 4057
Retweet : 2937
MentionsInRetweet : 3337
Replies to : 140
Self-Loops : 4253
Reciprocated Vertex Pair Ratio : 0.0218560860793544
Reciprocated Edge Ratio : 0.0427772293517604
Connected Components : 637
Single-Vertex Connected Components : 500
Maximum Vertices in a Connected Component : 1842
Maximum Edges in a Connected Component : 8932
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 5.521906
Graph Density : 0.000364743523732093
Modularity : 0.275227
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 2,887 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, 10 June 2022 at 19:26 UTC.
The requested start date was Friday, 10 June 2022 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 8-day, 14-hour, 14-minute period from Wednesday, 01 June 2022 at 05:30 UTC to Thursday, 09 June 2022 at 19:44 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:
[1087] social,media [657] #bnb,#bnbchain [657] #bnbchain,#bnbgem [656] #smm,#bnb [655] #bnbgem,#cryptocurrencies [655] #cryptocurrencies,#addmefast [655] #addmefast,#amftoken [655] #amftoken,#p2p [652] tokenamf,#smm [358] #socialmedia,#smm Top Word Pairs in Tweet in G1:
[657] #bnb,#bnbchain [657] #bnbchain,#bnbgem [656] #smm,#bnb [655] #bnbgem,#cryptocurrencies [655] #cryptocurrencies,#addmefast [655] #addmefast,#amftoken [655] #amftoken,#p2p [652] tokenamf,#smm [45] social,media [45] media,marketing Top Word Pairs in Tweet in G2:
[233] social,media [114] #seo,#smm [75] digital,marketing [59] #socialmediamarketing,#smm [55] media,marketing [43] #socialmedia,#socialmediamarketing [42] #digitalmarketing,#seo [40] #smm,#socialmedia [39] #digitalmarketing,#contentmarketing [38] #smo,#smm Top Word Pairs in Tweet in G3:
[179] social,media [164] #digitalmarketing,#smm [147] #socialmediamarketing,#smm [140] #smm,#socialmediamarketing [133] #smm,#digitalmarketing [131] #seo,#sem [128] #smo,#smm [125] #seo,#smm [120] #marketing,#smm [116] gt,gt Top Word Pairs in Tweet in G4:
[78] read,more [69] feedback,comments [66] know,feedback [53] #fiverr,#fiverrgig [53] #fiverrgig,#fiverrgigpromotion [53] #seokjin,#smm [53] #smm,#sem [50] think,unique [50] unique,concept [50] #socialmedia,#smm Top Word Pairs in Tweet in G5:
[87] #socialmedia,#marketing [83] pleasure,conversing [83] conversing,joe [83] joe,pulizzi [83] pulizzi,guru [83] guru,#contentmarketing [83] #contentmarketing,latest [83] latest,#contentmarketing [83] #contentmarketing,trends [83] trends,watch Top Word Pairs in Tweet in G6:
[20] #promoedutech,#influencerpromotion [17] #socialpromoedutech,team [17] team,works [17] works,#yourpromoedutecheacademy [17] #yourpromoedutecheacademy,#promoedutech [15] grazytgrazynatt,#socialpromoedutech [13] #influencerpromotion,#topcasestudy [13] grazytgrazynatt,influencerprom1 [9] influencerprom1,ai_miami [9] ai_miami,peterleah18 Top Word Pairs in Tweet in G7:
[72] #silver,#plated [56] #pendant,#necklace [54] #spdc,#smm [45] #smm,#tweetuk [44] social,media [43] #plated,#crystal [31] jwa_2016,#beautiful [29] #plated,#friendship [29] #friendship,#double [29] #double,#love Top Word Pairs in Tweet in G8:
[151] social,jukebox [121] social,media [76] #socialmedia,#smm [42] automate,social [36] jukebox,today [35] media,marketing [35] jukebox,automate [35] automate,today [33] today,check [30] socially,acceptable Top Word Pairs in Tweet in G9:
[43] synapse_reality,#nft [38] #nft,#smm [26] agency,helps [14] agency,help [14] help,marketing [14] marketing,needs [14] trusted,digital [14] digital,solution [14] solution,agency [14] helps,organizations Top Word Pairs in Tweet in G10:
[35] social,media [28] #smm,#socialmedia [21] media,marketing [19] make,sure [16] sure,measuring [16] measuring,right [16] right,data [16] data,points [16] points,#smm [16] #smm,strategy Top Replied-To in Entire Graph:
Top Replied-To in G3:
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Top Replied-To in G5:
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Top Replied-To in G9:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
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Top Mentioned in G6:
Top Mentioned in G7:
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Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
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Top Tweeters in G9:
Top Tweeters in G10: