The graph represents a network of 2,772 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, 07 August 2020 at 20:29 UTC.
The requested start date was Friday, 07 August 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, 17-hour, 40-minute period from Saturday, 01 August 2020 at 04:24 UTC to Wednesday, 05 August 2020 at 22:04 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 : 2772
Unique Edges : 2101
Edges With Duplicates : 11921
Total Edges : 14022
Number of Edge Types : 5
Retweet : 4011
MentionsInRetweet : 5026
Tweet : 2981
Mentions : 1966
Replies to : 38
Self-Loops : 3133
Reciprocated Vertex Pair Ratio : 0.0230146686899342
Reciprocated Edge Ratio : 0.0449938195302843
Connected Components : 651
Single-Vertex Connected Components : 459
Maximum Vertices in a Connected Component : 1665
Maximum Edges in a Connected Component : 11714
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 5.428648
Graph Density : 0.000526609602755398
Modularity : 0.275326
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 2,772 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, 07 August 2020 at 20:29 UTC.
The requested start date was Friday, 07 August 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, 17-hour, 40-minute period from Saturday, 01 August 2020 at 04:24 UTC to Wednesday, 05 August 2020 at 22:04 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:
[1107] social,media [650] #socialmedia,#smm [371] #seo,#smm [340] #smm,#socialmedia [312] #defstar5,#mpgvip [297] #digitalmarketing,#contentmarketing [285] #contentmarketing,#smm [268] media,marketing [252] #smm,#seo [238] #quote,#quotes Top Word Pairs in Tweet in G1:
[160] social,media [105] #smm,#socialmedia [60] #socialmedia,#smm [50] #facebookmarketing,#facebook [50] #facebook,#marketing [50] #marketing,#business [50] #business,#guide [50] #socialmedia,#amazon [49] #guide,#success [49] #amazon,#facebookads Top Word Pairs in Tweet in G2:
[311] #defstar5,#mpgvip [238] #digitalmarketing,#contentmarketing [237] #quote,#quotes [194] #smm,#seo [186] #digitalmarketing,#growthhacking [178] #contentmarketing,#smm [173] #seo,#sem [172] #makeyourownlane,#startup [171] #startup,#defstar5 [171] #spdc,#smm Top Word Pairs in Tweet in G3:
[80] social,media [67] #seoagency,#seoexpert [67] #seoexpert,#linkbuilding [66] #linkbuilding,#seoservice [66] #smm,#sem [65] #seoservice,#backlink [64] #contentmarketing,#smm [64] #backlink,#backlinks [61] #backlinks,#seomarketing [61] #seomarketing,#seotools Top Word Pairs in Tweet in G4:
[72] social,media [15] #smm,#socialmedia [13] media,marketing [13] hiringonsocial,#smm [12] quuu_co,#smm [12] small,business [11] influencermh,#smm [11] need,know [10] #smm,#digitalmarketing [9] bulkly,#smm Top Word Pairs in Tweet in G5:
[33] thank,heros [33] heros,digitalscoutings [33] digitalscoutings,top [33] released,thanks [33] thanks,congratulations [30] digital,influencer [30] influencer,released [22] stratorob,thank [16] #influencers,#influencermarketing [15] 50,#tiktok Top Word Pairs in Tweet in G6:
[38] altanhashmi,grazytgrazynatt [37] twiterhero,j5rson [37] j5rson,cynthia_lardner [33] grazytgrazynatt,polishroyalgoat [33] bootsieboutique,twiterhero [31] mirtaimperatori,bootsieboutique [25] edward733,mirtaimperatori [25] cynthia_lardner,altanhashmi [24] #yourmustread,#influencerpromotion [24] #influencerpromotion,#topcasestudy Top Word Pairs in Tweet in G7:
[57] #seo,#smm [53] #smm,#links [53] #links,#backlinks [42] social,media [42] #backlinks,#linkbuilding [38] #linkbuilding,#blogcomments [37] backlinks,#seo [26] #digitalmarketing,#smm [20] #onlinemarketing,#seotips [20] #analytics,#marketing Top Word Pairs in Tweet in G8:
[280] social,media [209] #socialmedia,#smm [77] #socialmedia,#marketing [73] #smm,#socialmedia [36] media,marketing [32] take,social [22] tiktok,tiktok [17] brand,mentions [16] media,#socialmedia [15] brands,need Top Word Pairs in Tweet in G9:
[67] social,media [46] #socialmedia,#smm [36] gt,gt [31] #socialmediamarketing,#smm [14] #smm,#socialmedia [11] #marketing,#smm [11] #smm,#digitalmarketing [11] media,marketing [9] #smm,#socialmediamarketing [8] #socialmediamarketing,#digitalmarketing Top Word Pairs in Tweet in G10:
[65] #marketing,#contentmarketing [42] #sem,#smm [42] gt,gt [42] gt,#seo [42] #seo,#seonews [41] #socialmedia,#socialmediamarketing [40] #seonews,#searchengineoptimization [40] #searchengineoptimization,#sem [40] #smm,#divi [40] #divi,#wordpress Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G9:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
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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: