The graph represents a network of 2,319 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, 30 July 2021 at 20:07 UTC.
The requested start date was Friday, 30 July 2021 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, 7-hour, 1-minute period from Wednesday, 21 July 2021 at 16:58 UTC to Friday, 30 July 2021 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 : 2319
Unique Edges : 1404
Edges With Duplicates : 9889
Total Edges : 11293
Number of Edge Types : 5
Tweet : 4189
Retweet : 2740
MentionsInRetweet : 3014
Mentions : 1258
Replies to : 92
Self-Loops : 4414
Reciprocated Vertex Pair Ratio : 0.0231570822076418
Reciprocated Edge Ratio : 0.04526593738212
Connected Components : 588
Single-Vertex Connected Components : 446
Maximum Vertices in a Connected Component : 1412
Maximum Edges in a Connected Component : 9295
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 5.555858
Graph Density : 0.000493168747797856
Modularity : 0.241905
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 2,319 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, 30 July 2021 at 20:07 UTC.
The requested start date was Friday, 30 July 2021 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, 7-hour, 1-minute period from Wednesday, 21 July 2021 at 16:58 UTC to Friday, 30 July 2021 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:
[1319] social,media [835] #socialmedia,#socialmediamarketing [729] #socialmediamarketing,#smm [418] #oneofpoints,#socialmedia [401] #smm,#socialmedia [389] #socialmedia,#smm [374] media,marketing [372] using,link [353] #seo,#smm [293] #marketing,#smm Top Word Pairs in Tweet in G1:
[197] social,media [102] #socialmedia,#smm [98] #seo,#smm [68] #smm,#socialmedia [41] media,marketing [36] digital,marketing [35] #smm,#socialmediamarketing [32] #socialmediamarketing,#smm [31] #socialmedia,#socialmediamarketing [29] #digitalmarketing,#smm Top Word Pairs in Tweet in G2:
[367] using,link [275] 100,credits [229] social,media [211] #socialmedia,#socialmediamarketing [185] test,vultr [184] 100,credit [184] credit,test [181] gt,gt [169] #socialmediamarketing,#digitalmarketing [167] #digitalmarketing,#smm Top Word Pairs in Tweet in G3:
[159] #digital,#internet [159] #seo,#sem [159] #sem,#smo [159] #smo,#smm [88] #rgbwebtech,#rgb [88] #rgb,#web [87] #web,#tech [87] #tech,#webtech [86] social,media [83] #rgbwebtech,#seochecklist Top Word Pairs in Tweet in G4:
[559] #socialmedia,#socialmediamarketing [556] #socialmediamarketing,#smm [417] #oneofpoints,#socialmedia [262] social,media [143] #marketing,#contentmarketing [142] #contentmarketing,#inboundmarketing [142] #inboundmarketing,#blog [140] #blog,#mktg [139] #mktg,#socialmedia [138] #smm,#growthhacking Top Word Pairs in Tweet in G5:
[71] #smm,#socialmedia [63] #seo,#strategy [63] #strategy,#guide [62] #guide,#smm [61] #socialmedia,#web [61] #web,#bloggers [61] #bloggers,#business [61] #business,#influencermarketing [61] #influencermarketing,#tools [61] #tools,#information Top Word Pairs in Tweet in G6:
[63] social,media [62] hi,social [62] media,expert [62] expert,years [62] years,experience [62] experience,field [61] field,unique [61] unique,marketing [61] marketing,strategies [61] strategies,help Top Word Pairs in Tweet in G7:
[27] content,#skating [27] #skating,russian [27] russian,#bulldog [27] #bulldog,thesun [27] thesun,pawlowskimario [27] pawlowskimario,#funnyvideos [27] #funnyvideos,#viralposts [26] pawlowskimario,content [25] #viralposts,#d [25] rules,#innovation Top Word Pairs in Tweet in G8:
[55] #smm,#socialmedia [36] #retro,#style [36] #style,#crystal [36] #crystal,#water [36] #water,#drop [36] #drop,#dangle [36] #dangle,#earrings [36] #earrings,#brithour [36] #brithour,#atsocialmedia [35] jwa_2016,#retro Top Word Pairs in Tweet in G9:
[64] social,media [43] media,marketing [40] small,businesses [40] bizsugar,live [39] marketing,small [39] businesses,using [39] using,video [39] video,moniqueojohnson [39] moniqueojohnson,next [39] next,bizsugar Top Word Pairs in Tweet in G10:
[105] #smm,#socialmediastrategy [93] #socialmediastrategy,video [85] #marketing,#smm [82] social,media [61] #socialmedia,#smm [55] #marketing,video [48] media,marketing [46] #business,#marketing [37] #facebookmarketing,#marketing [34] #socialmediamarketing,#smm Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
Top Replied-To in G5:
Top Replied-To in G6:
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:
Top Tweeters in G2:
Top Tweeters in G3:
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: