The graph represents a network of 2,946 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, 18 September 2020 at 20:17 UTC.
The requested start date was Friday, 18 September 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 4-day, 16-hour, 17-minute period from Sunday, 13 September 2020 at 07:43 UTC to Friday, 18 September 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 : 2946
Unique Edges : 2717
Edges With Duplicates : 10591
Total Edges : 13308
Number of Edge Types : 5
Mentions : 2233
Tweet : 3222
Retweet : 3292
MentionsInRetweet : 4536
Replies to : 25
Self-Loops : 3393
Reciprocated Vertex Pair Ratio : 0.0229206049149338
Reciprocated Edge Ratio : 0.0448140448140448
Connected Components : 667
Single-Vertex Connected Components : 496
Maximum Vertices in a Connected Component : 1921
Maximum Edges in a Connected Component : 11162
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 5.742626
Graph Density : 0.000498964380928012
Modularity : 0.314917
NodeXL Version : 1.0.1.440
Data Import : The graph represents a network of 2,946 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, 18 September 2020 at 20:17 UTC.
The requested start date was Friday, 18 September 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 4-day, 16-hour, 17-minute period from Sunday, 13 September 2020 at 07:43 UTC to Friday, 18 September 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:
[1495] social,media [591] #socialmedia,#smm [576] #socialmediamarketing,#smm [462] #socialmedia,#socialmediamarketing [400] media,marketing [373] #seo,#smm [348] #smm,#socialmedia [273] #oneofpoints,#socialmedia [232] #marketing,#contentmarketing [216] digital,marketing Top Word Pairs in Tweet in G1:
[226] social,media [190] #socialmedia,#smm [91] #smm,#sem [84] #marketing,#socialmediamarketing [75] #sem,#seo [74] #branding,#marketing [74] #seo,#branding [72] #digitactix,#realpermissions [72] #realpermissions,#trendingformat [72] #trendingformat,#topicalspot Top Word Pairs in Tweet in G2:
[253] social,media [60] #socialmedia,#smm [50] media,marketing [45] #smm,#socialmedia [39] #smm,#socialmediamarketing [33] talk,show [29] ckroks,fuhsionmktg [28] overheard,ep [28] need,know [26] marketing,strategy Top Word Pairs in Tweet in G3:
[62] mikequindazzi,antgrasso [56] #smm,#social [55] #smm,#socialmedia [50] #setmefree,#smm [48] #security,#smm [43] #smm,#snowden [43] #datasecurity,#free [40] unblock,sites [37] #free,#infosecurity [37] mimproxyble,unblock Top Word Pairs in Tweet in G4:
[165] #marketing,#contentmarketing [145] #contentmarketing,#inboundmarketing [141] #inboundmarketing,#blog [135] #socialmediamarketing,#smm [135] #blog,#mktg [127] #mktg,#socialmedia [123] #socialmedia,#socialmediamarketing [120] #smm,#growthhacking [119] #growthhacking,#website [100] social,media Top Word Pairs in Tweet in G5:
[159] social,media [130] #defstar5,#mpgvip [125] #spdc,#smm [121] #quote,#quotes [121] #quotes,#makeyourownlane [121] #makeyourownlane,#startup [121] #startup,#defstar5 [121] #mpgvip,#quotes [121] #quotes,#spdc [121] #smm,#dji Top Word Pairs in Tweet in G6:
[118] twitter,instagram [118] instagram,facebook [118] facebook,linkedin [110] #socialmediamarketing,#services [110] #services,twitter [68] #entrepreneur,#startup [66] #smm,#contentmarketing [66] check,#socialelbies [66] #socialelbies,#socialmediamarketing [64] #smallbusiness,#entrepreneur Top Word Pairs in Tweet in G7:
[283] #socialmediamarketing,#smm [276] #socialmedia,#socialmediamarketing [260] #oneofpoints,#socialmedia [196] social,media [187] #seoagency,#seoexpert [187] #seoexpert,#linkbuilding [176] #linkbuilding,#seoservice [162] #seoservice,#backlink [112] #backlink,#backlinks [101] #smm,#sem Top Word Pairs in Tweet in G8:
[83] social,media [62] #smm,#socialmedia [61] #socialmedia,#marketing [22] #marketing,#smm [22] #socialmediamarketing,#smm [22] #smm,#digitalmarketing [20] gt,gt [20] media,marketing [12] best,practices [10] #socialmedia,#smm Top Word Pairs in Tweet in G9:
[100] #seo,#smm [93] #smm,#links [93] #links,#backlinks [73] #backlinks,#linkbuilding [72] #marketingtips,#startups [69] #indiefilm,#filmmaking [68] #filmmaking,#indiemusic [67] #linkbuilding,#blogcomments [65] backlinks,#seo [51] #startups,#indiefilm Top Word Pairs in Tweet in G10:
[43] 60,sec [43] sec,internet [43] internet,2020 [43] 2020,#digitaltransformation [43] #digitaltransformation,#smm [43] #smm,#iot [43] #iot,#content [43] #content,#fintech [43] #fintech,#digitalmarketing [42] helene_wpli,60 Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
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Top Replied-To in G5:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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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:
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Top Tweeters in G9:
Top Tweeters in G10: