The graph represents a network of 2,827 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, 11 March 2022 at 21:06 UTC.
The requested start date was Friday, 11 March 2022 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 9-day, 9-hour, 0-minute period from Tuesday, 01 March 2022 at 15:58 UTC to Friday, 11 March 2022 at 00:58 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 : 2827
Unique Edges : 1847
Edges With Duplicates : 9746
Total Edges : 11593
Number of Edge Types : 5
Mentions : 1190
Retweet : 2751
MentionsInRetweet : 3296
Tweet : 3954
Replies to : 402
Self-Loops : 4229
Reciprocated Vertex Pair Ratio : 0.0178292148889584
Reciprocated Edge Ratio : 0.0350338045482483
Connected Components : 641
Single-Vertex Connected Components : 499
Maximum Vertices in a Connected Component : 1844
Maximum Edges in a Connected Component : 9245
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.548513
Graph Density : 0.00040730485103332
Modularity : 0.283186
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 2,827 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, 11 March 2022 at 21:06 UTC.
The requested start date was Friday, 11 March 2022 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 9-day, 9-hour, 0-minute period from Tuesday, 01 March 2022 at 15:58 UTC to Friday, 11 March 2022 at 00:58 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:
[1410] social,media [808] #socialmedia,#socialmediamarketing [758] #socialmediamarketing,#smm [576] #seo,#smm [434] #oneofpoints,#socialmedia [377] media,marketing [346] #socialmedia,#smm [328] pleasure,conversing [315] trends,watch [309] workshop,#smm Top Word Pairs in Tweet in G1:
[241] social,media [82] #seo,#smm [79] media,marketing [60] digital,marketing [43] #socialmedia,#smm [41] #smm,#socialmedia [40] #smm,#socialmediamarketing [37] #socialmediamarketing,#smm [34] #smm,#seo [31] #digitalmarketing,#smm Top Word Pairs in Tweet in G2:
[308] pleasure,conversing [307] latest,#contentmarketing [307] trends,watch [307] watch,workshop [307] workshop,#smm [307] #contentcreation,#contentwriting [307] #branding,#advocacy [273] #sm,#socialmedia [273] #contentwriting,#brand [273] #brand,#branding Top Word Pairs in Tweet in G3:
[135] #contentmarketing,#smm [132] #smm,#sem [129] #seoagency,#seoexpert [129] #seoexpert,#linkbuilding [129] #linkbuilding,#seoservice [129] #seoservice,#backlink [129] #backlink,#backlinks [128] #backlinks,#seomarketing [128] #seomarketing,#seotools [128] #seotools,#contentmarketing Top Word Pairs in Tweet in G4:
[240] #seo,#smm [226] #socialmedia,#socialmediamarketing [209] #digitalmarketing,#contentmarketing [208] #marketing,#influencermarketing [206] #socialmediamarketing,#digitalmarketing [203] #smm,#ecommerce [203] #ecommerce,#marketing [203] #website,#webmarketing [198] #contentmarketing,#seo [190] #influencermarketing,#freelancer Top Word Pairs in Tweet in G5:
[94] #marketing,#smm [92] gt,gt [65] #socialmediamarketing,#smm [65] #business,#investing [58] #investing,#digital [58] #digital,#technology [53] #usa,co [52] #socialmedia,#smm [51] #business,#entrepreneur [51] #entrepreneur,#marketing Top Word Pairs in Tweet in G6:
[259] žð,š [258] š,šð [258] šð,žð [132] social,media [130] ž,šð [130] šð,ž [130] ž,ž [130] ž,œð [130] œð,žð [129] š,š Top Word Pairs in Tweet in G7:
[24] grazytgrazynatt,influencerprom1 [21] vipeurope5,pestochampion [21] pestochampion,srinualme [21] srinualme,_____yo_____yo [20] #yourmustread,#influencerpromotion [19] influencerprom1,ai_miami [19] ai_miami,peterleah18 [19] peterleah18,heroldbarton [19] heroldbarton,vipeurope5 [17] #influencerpromotion,#topcasestudy Top Word Pairs in Tweet in G8:
[39] social,media [32] beginner,basics [25] marketing,strategies [25] #smm,#socialselling [24] modern,marketing [20] strategies,#marketing [19] basics,modern [19] #marketing,#marketingstrategy [19] performers,#smm [17] #socialselling,#socialmediamarketing Top Word Pairs in Tweet in G9:
[122] #seo,#smm [112] #fiverr,#freelancers [112] #freelancers,#logodesign [112] #logodesign,#webdesign [112] #webdesign,#seo [111] #smm,#hirefreelancers [110] #poster,#flyer [108] #hirefreelancers,#poster [107] #flyer,#graphicdesign [107] #graphicdesign,#alldesign Top Word Pairs in Tweet in G10:
[61] #smm,#socialmedia [48] #socialmedia,#smm [34] social,media [32] simple,steps [32] steps,driving [32] driving,free [32] free,traffic [32] traffic,leads [32] leads,social [32] media,#leadgeneration Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G9:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G5:
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Top Tweeters in G10: