The graph represents a network of 2,866 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, 25 December 2020 at 21:23 UTC.
The requested start date was Friday, 25 December 2020 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 6-day, 22-hour, 0-minute period from Thursday, 17 December 2020 at 23:32 UTC to Thursday, 24 December 2020 at 21:33 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 : 2866
Unique Edges : 2524
Edges With Duplicates : 10732
Total Edges : 13256
Number of Edge Types : 5
Retweet : 2992
MentionsInRetweet : 4318
Mentions : 2428
Tweet : 3443
Replies to : 75
Self-Loops : 3654
Reciprocated Vertex Pair Ratio : 0.0182561307901907
Reciprocated Edge Ratio : 0.0358576398180359
Connected Components : 638
Single-Vertex Connected Components : 500
Maximum Vertices in a Connected Component : 1944
Maximum Edges in a Connected Component : 11308
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 5.451713
Graph Density : 0.000455116190420517
Modularity : 0.271772
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 2,866 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, 25 December 2020 at 21:23 UTC.
The requested start date was Friday, 25 December 2020 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 6-day, 22-hour, 0-minute period from Thursday, 17 December 2020 at 23:32 UTC to Thursday, 24 December 2020 at 21:33 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:
[1345] social,media [434] #smm,#socialmedia [411] #socialmedia,#smm [410] #socialmediamarketing,#smm [407] media,marketing [339] #socialmedia,#socialmediamarketing [291] #marketing,#contentmarketing [282] #seo,#smm [281] twitter,instagram [278] instagram,facebook Top Word Pairs in Tweet in G1:
[175] social,media [81] #seo,#smm [71] #smm,#socialmedia [47] #socialmediamarketing,#smm [44] #marketing,#smm [43] digital,marketing [42] #seo,#digitalmarketing [40] media,marketing [39] #socialmedia,#smm [38] #smm,#seo Top Word Pairs in Tweet in G2:
[187] #marketing,#contentmarketing [184] #contentmarketing,#inboundmarketing [184] #inboundmarketing,#blog [184] #blog,#mktg [183] #socialmediamarketing,#smm [182] #mktg,#socialmedia [182] #socialmedia,#socialmediamarketing [182] #smm,#growthhacking [182] #growthhacking,#website [90] thank,heros Top Word Pairs in Tweet in G3:
[168] social,media [54] #socialmedia,#smm [45] #smm,#socialmedia [39] media,marketing [30] ckroks,fuhsionmktg [29] overheard,ep [25] marketing,talk [25] talk,show [20] #socialmedia,marketing [19] social,chatter Top Word Pairs in Tweet in G4:
[125] social,media [123] #setmefree,#smm [108] #seoagency,#seoexpert [107] #seoexpert,#linkbuilding [97] #contentmarketing,#smm [97] #smm,#sem [97] #linkbuilding,#seoservice [94] #smm,#social [92] #seoservice,#backlink [91] #smm,#snowden Top Word Pairs in Tweet in G5:
[180] social,media [89] #marketing,#contentmarketing [71] #contentmarketing,#inboundmarketing [70] #smm,#socialmedia [69] digital,marketing [63] #inboundmarketing,#blog [59] media,marketing [51] #blog,#mktg [51] #socialmedia,#smm [50] #digitalmarketing,#marketing Top Word Pairs in Tweet in G6:
[72] social,media [36] #smm,#socialmedia [27] eclincher,#smm [25] #socialmedia,#smm [23] #smm,#socialmediamarketing [20] smexaminer,#smm [19] #contentmarketing,#smm [19] #smm,#digitalmarketing [14] #marketing,#smm [14] #rt,startgrowthhack Top Word Pairs in Tweet in G7:
[41] #security,#smm [40] #setmefree,#smm [38] #influencerpromotion,#topcasestudy [37] #yourmustread,#influencerpromotion [36] cybersecurity,#promoedutech [35] serve,humanity [35] humanity,cybersecurity [33] #promoedutech,#yourmustread [33] #netsec,#smm [33] #smm,#socialmedia Top Word Pairs in Tweet in G8:
[261] #socialmediamarketing,#services [261] #services,twitter [261] twitter,instagram [261] instagram,facebook [261] facebook,linkedin [155] check,#socialelbies [155] #socialelbies,#socialmediamarketing [110] socialelbies,check [106] check,socialelbies [106] socialelbies,#socialmediamarketing Top Word Pairs in Tweet in G9:
[87] #socialmedia,#smm [82] gt,gt [79] #smm,#socialmediastrategy [73] social,media [73] #socialmediastrategy,video [49] #marketing,#advertising [48] #socialmediamarketing,#smm [46] #digitalmarketing,#seo [44] #smo,#smm [42] #seo,#sem Top Word Pairs in Tweet in G10:
[50] #growthhacking,#startups [45] #digitalmarketing,#growthhacking [38] infographic,#digitalmarketing [38] #influencer,#marketing [27] #marketing,successful [27] successful,strategy [27] strategy,influencers [27] influencers,necessary [27] necessary,define [27] define,operating Top Replied-To in Entire Graph:
Top Replied-To in G4:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G8:
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: