The graph represents a network of 2,859 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 Saturday, 26 December 2020 at 21:24 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, 20-hour, 22-minute period from Friday, 18 December 2020 at 04:38 UTC to Friday, 25 December 2020 at 01:00 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 : 2859
Unique Edges : 2510
Edges With Duplicates : 10725
Total Edges : 13235
Number of Edge Types : 5
Tweet : 3454
Mentions : 2395
Retweet : 2986
MentionsInRetweet : 4315
Replies to : 85
Self-Loops : 3661
Reciprocated Vertex Pair Ratio : 0.0180377152227385
Reciprocated Edge Ratio : 0.0354362416107383
Connected Components : 634
Single-Vertex Connected Components : 497
Maximum Vertices in a Connected Component : 1936
Maximum Edges in a Connected Component : 11256
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 5.517255
Graph Density : 0.000455879325744075
Modularity : 0.272357
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 2,859 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 Saturday, 26 December 2020 at 21:24 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, 20-hour, 22-minute period from Friday, 18 December 2020 at 04:38 UTC to Friday, 25 December 2020 at 01:00 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:
[1335] social,media [437] #smm,#socialmedia [410] #socialmedia,#smm [404] #socialmediamarketing,#smm [401] media,marketing [344] #socialmedia,#socialmediamarketing [291] #marketing,#contentmarketing [279] twitter,instagram [276] #seo,#smm [276] instagram,facebook Top Word Pairs in Tweet in G1:
[171] social,media [79] #seo,#smm [71] #smm,#socialmedia [45] #socialmediamarketing,#smm [44] #marketing,#smm [42] digital,marketing [42] #seo,#digitalmarketing [41] #socialmedia,#smm [40] media,marketing [39] #digitalmarketing,#smm 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 [92] thank,heros Top Word Pairs in Tweet in G3:
[170] social,media [58] #socialmedia,#smm [40] #smm,#socialmedia [31] media,marketing [27] ckroks,fuhsionmktg [26] overheard,ep [21] marketing,talk [21] talk,show [20] learn,more [19] #smm,#socialmediamarketing Top Word Pairs in Tweet in G4:
[124] #setmefree,#smm [122] social,media [108] #seoagency,#seoexpert [107] #seoexpert,#linkbuilding [97] #contentmarketing,#smm [97] #smm,#sem [97] #linkbuilding,#seoservice [92] #smm,#social [92] #seoservice,#backlink [90] #backlink,#backlinks Top Word Pairs in Tweet in G5:
[156] social,media [113] #socialmedia,#smm [89] #marketing,#contentmarketing [73] digital,marketing [71] #smm,#socialmedia [71] #contentmarketing,#inboundmarketing [70] #smo,#smm [63] #inboundmarketing,#blog [57] #marketing,#advertising [51] #blog,#mktg Top Word Pairs in Tweet in G6:
[72] social,media [36] #smm,#socialmedia [34] #socialmedia,#smm [24] eclincher,#smm [23] #smm,#socialmediamarketing [20] smexaminer,#smm [18] #smm,#digitalmarketing [17] #contentmarketing,#smm [17] #digitalmarketing,#socialmedia [14] #marketing,#smm Top Word Pairs in Tweet in G7:
[50] #growthhacking,#startups [46] #digitalmarketing,#growthhacking [38] #security,#smm [38] infographic,#digitalmarketing [38] #influencer,#marketing [36] #setmefree,#smm [32] #netsec,#smm [29] #smm,#socialmedia [28] mimproxyble,#anonymous [27] #marketing,successful Top Word Pairs in Tweet in G8:
[36] #influencerpromotion,#topcasestudy [35] #yourmustread,#influencerpromotion [34] cybersecurity,#promoedutech [33] serve,humanity [33] humanity,cybersecurity [31] #promoedutech,#yourmustread [18] itakethelead,365surmarius [18] 365surmarius,themrblueprint [18] themrblueprint,mrkmrkmoh [18] mrkmrkmoh,mariussou Top Word Pairs in Tweet in G9:
[259] #socialmediamarketing,#services [259] #services,twitter [259] twitter,instagram [259] instagram,facebook [259] facebook,linkedin [155] check,#socialelbies [155] #socialelbies,#socialmediamarketing [110] socialelbies,check [104] check,socialelbies [104] socialelbies,#socialmediamarketing Top Word Pairs in Tweet in G10:
[101] #digitalmarketing,#marketing [87] #seo,#digitalmarketing [84] #linkedintips,#linkedinmarketing [84] #tips,#internetmarketing [84] #internetmarketing,#contentmarketing [84] #contentmarketing,#seo [82] #marketing,#socialmedia [82] gt,gt [80] #smm,#socialmediastrategy [80] #pinterestmarketing,#smm Top Replied-To in Entire Graph:
Top Replied-To in G4:
Top Replied-To in G6:
Top Replied-To in G8:
Top Replied-To in G9:
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: