The graph represents a network of 3,047 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, 09 October 2020 at 20:18 UTC.
The requested start date was Friday, 09 October 2020 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 5-day, 23-hour, 46-minute period from Saturday, 03 October 2020 at 00:14 UTC to Friday, 09 October 2020 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 : 3047
Unique Edges : 2382
Edges With Duplicates : 9943
Total Edges : 12325
Number of Edge Types : 5
Tweet : 3692
Mentions : 2214
Retweet : 2810
MentionsInRetweet : 3583
Replies to : 26
Self-Loops : 3874
Reciprocated Vertex Pair Ratio : 0.0185956147654732
Reciprocated Edge Ratio : 0.0365122615803815
Connected Components : 714
Single-Vertex Connected Components : 520
Maximum Vertices in a Connected Component : 1949
Maximum Edges in a Connected Component : 9720
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 5.926272
Graph Density : 0.000395424624632131
Modularity : 0.295954
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 3,047 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, 09 October 2020 at 20:18 UTC.
The requested start date was Friday, 09 October 2020 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 5-day, 23-hour, 46-minute period from Saturday, 03 October 2020 at 00:14 UTC to Friday, 09 October 2020 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:
[1501] social,media [581] #socialmediamarketing,#smm [556] #socialmedia,#smm [507] #seo,#smm [465] #socialmedia,#socialmediamarketing [430] #smm,#socialmedia [326] media,marketing [229] #marketing,#smm [227] #smm,#socialmediamarketing [215] #marketing,#contentmarketing Top Word Pairs in Tweet in G1:
[263] social,media [95] #seo,#smm [78] #smm,#socialmedia [77] #sem,#smm [71] media,marketing [70] #socialmediamarketing,#smm [58] #smm,#seo [54] digital,marketing [50] #smm,#socialmediamarketing [49] #socialmedia,#smm Top Word Pairs in Tweet in G2:
[226] social,media [69] #socialmedia,#smm [44] media,marketing [39] #smm,#socialmedia [25] need,know [20] #smm,#marketing [19] using,social [18] marketing,strategy [17] hiringonsocial,#smm [16] #smm,#socialmediamarketing Top Word Pairs in Tweet in G3:
[68] mikequindazzi,antgrasso [60] #smm,#snowden [57] cc,mikequindazzi [56] #setmefree,#smm [54] fisher85m,cc [50] #privacyandsecurity,#smm [49] thank,heros [49] heros,digitalscoutings [49] digitalscoutings,top [49] digital,influencer Top Word Pairs in Tweet in G4:
[166] #socialmediamarketing,#services [166] #services,twitter [166] twitter,instagram [166] instagram,facebook [166] facebook,linkedin [119] social,media [105] check,socialelbies [105] socialelbies,#socialmediamarketing [72] #linkedin,#socialmedia [72] #socialmedia,#socialmarketing Top Word Pairs in Tweet in G5:
[92] gt,gt [87] social,media [69] #socialmedia,#smm [52] #marketing,#smm [51] #app,#apps [49] #datamining,#app [41] #socialmediamarketing,#smm [32] #adtech,#advertising [29] #advertising,#datamining [28] #apps,#mobile Top Word Pairs in Tweet in G6:
[90] #seo,#smm [79] #seoagency,#seoexpert [79] #seoservice,#backlink [78] #contentmarketing,#smm [78] #seoexpert,#linkbuilding [78] #linkbuilding,#seoservice [76] #smm,#sem [75] #backlink,#backlinks [74] #seomarketing,#seotools [73] #backlinks,#seomarketing Top Word Pairs in Tweet in G7:
[190] #marketing,#contentmarketing [182] #contentmarketing,#inboundmarketing [180] #inboundmarketing,#blog [171] #blog,#mktg [164] #mktg,#socialmedia [156] #socialmediamarketing,#smm [154] #socialmedia,#socialmediamarketing [141] #smm,#growthhacking [141] #growthhacking,#website [93] social,media Top Word Pairs in Tweet in G8:
[111] jwa_2016,#beautiful [86] #spdc,#smm [63] #atukbusiness,#spdc [63] #smm,#tweetuk [59] #sterling,#silver [59] #silver,#rope [59] #rope,#chain [59] #chain,#bracelet [59] #bracelet,#brithour [56] #brithour,#ukbiz Top Word Pairs in Tweet in G9:
[76] #smm,#socialmedia [74] social,media [72] #socialmedia,#marketing [43] #marketing,#advertising [40] #seo,#sem [36] #smo,#smm [34] gt,#marketing [34] #marketing,#optimisation [34] #optimisation,#analysis [34] #analysis,#seo Top Word Pairs in Tweet in G10:
[95] #seo,#smm [66] #smm,#marketing [64] #marketing,#blog [63] #blog,#blogger [60] #blogger,#contentmarketing [59] #contentmarketing,#crowdfunding [57] #crowdfunding,#win [57] #win,#contest [57] #contest,#giveaway [54] #giveaway,#influencermarketing Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G4:
Top Replied-To in G7:
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: