The graph represents a network of 3,044 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, 19 February 2021 at 21:16 UTC.
The requested start date was Friday, 19 February 2021 at 01:01 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 7-day, 11-hour, 20-minute period from Thursday, 11 February 2021 at 10:16 UTC to Thursday, 18 February 2021 at 21:37 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 : 3044
Unique Edges : 2513
Edges With Duplicates : 9477
Total Edges : 11990
Number of Edge Types : 5
Mentions : 1922
MentionsInRetweet : 3499
Retweet : 2963
Tweet : 3502
Replies to : 104
Self-Loops : 3682
Reciprocated Vertex Pair Ratio : 0.026674076132259
Reciprocated Edge Ratio : 0.0519621109607578
Connected Components : 761
Single-Vertex Connected Components : 565
Maximum Vertices in a Connected Component : 1809
Maximum Edges in a Connected Component : 9257
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 5.675289
Graph Density : 0.000398903495798073
Modularity : 0.308765
NodeXL Version : 1.0.1.443
Data Import : The graph represents a network of 3,044 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, 19 February 2021 at 21:16 UTC.
The requested start date was Friday, 19 February 2021 at 01:01 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 7-day, 11-hour, 20-minute period from Thursday, 11 February 2021 at 10:16 UTC to Thursday, 18 February 2021 at 21:37 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:
[1560] social,media [549] #smm,#socialmedia [498] #socialmedia,#smm [479] free,web [478] web,proxy [474] media,marketing [393] #socialmediamarketing,#smm [331] #marketing,#contentmarketing [310] #socialmedia,#socialmediamarketing [301] #smm,#socialmediamarketing Top Word Pairs in Tweet in G1:
[302] social,media [118] #smm,#socialmedia [94] media,marketing [90] smm,panel [72] #seo,#smm [65] #digitalmarketing,#smm [56] #socialmedia,#smm [56] digital,marketing [43] #seo,#digitalmarketing [38] #smo,#smm Top Word Pairs in Tweet in G2:
[254] social,media [94] media,marketing [66] #socialmedia,#smm [64] #smm,#socialmedia [40] overheard,ep [40] marketing,talk [40] talk,show [40] ckroks,fuhsionmktg [39] ademolaabimbola,mauconline [34] potential,customers Top Word Pairs in Tweet in G3:
[451] free,web [451] web,proxy [242] mimproxyble,free [78] #smm,#socialmedia [73] proxy,#assange [71] proxy,#anonymous [64] #setmefree,#smm [63] proxy,#advertising [62] web,hosting [60] #smm,#snowden Top Word Pairs in Tweet in G4:
[302] #marketing,#contentmarketing [281] #contentmarketing,#inboundmarketing [271] #inboundmarketing,#blog [262] #blog,#mktg [239] #mktg,#socialmedia [218] #socialmedia,#socialmediamarketing [215] social,media [215] #socialmediamarketing,#smm [206] #smm,#growthhacking [205] #growthhacking,#website Top Word Pairs in Tweet in G5:
[191] social,media [101] #socialmedia,#smm [92] #smm,#socialmediastrategy [83] #socialmediastrategy,video [74] #marketing,video [59] #smm,#socialmedia [55] #socialmediamarketing,#smm [41] #facebookmarketing,#marketing [35] media,marketing [34] #smm,#digitalmarketing Top Word Pairs in Tweet in G6:
[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 [35] #atsocialmedia,#uksocialmed Top Word Pairs in Tweet in G7:
[123] social,media [94] gt,gt [91] #socialmedia,#marketing [88] #smm,#socialmedia [40] media,marketing [26] #socialmediamarketing,#smm [15] nealschaffer,social [13] #smm,#digitalmarketing [13] #marketing,#smm [12] save,10 Top Word Pairs in Tweet in G8:
[66] social,media [20] #digitalmarketing,#marketing [20] #marketing,#smm [11] #smm,#socialmedia [10] #socialmedia,#smm [10] use,social [10] #smm,#business [9] #cmworld,studio [8] #digitalmarketing,#smm [8] show,results Top Word Pairs in Tweet in G9:
[132] social,jukebox [68] #socialmedia,#smm [43] social,media [41] jukebox,automate [40] automate,today [36] today,check [28] using,social [26] pays,use [26] use,right [26] right,tool Top Word Pairs in Tweet in G10:
[77] social,media [41] media,marketing [23] marketing,smm [18] understand,power [18] power,social [18] smm,smm [18] smm,connect [18] #smm,mavsocial [16] connect,clients [10] #smm,#socialmedia Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G5:
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:
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: