The graph represents a network of 3,258 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, 20 November 2020 at 21:22 UTC.
The requested start date was Friday, 20 November 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, 17-hour, 53-minute period from Friday, 13 November 2020 at 06:00 UTC to Thursday, 19 November 2020 at 23:54 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 : 3258
Unique Edges : 2692
Edges With Duplicates : 9675
Total Edges : 12367
Number of Edge Types : 5
Mentions : 2470
Retweet : 2673
MentionsInRetweet : 3493
Tweet : 3670
Replies to : 61
Self-Loops : 3855
Reciprocated Vertex Pair Ratio : 0.0225189840272323
Reciprocated Edge Ratio : 0.0440460947503201
Connected Components : 750
Single-Vertex Connected Components : 589
Maximum Vertices in a Connected Component : 2097
Maximum Edges in a Connected Component : 10080
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 5.783965
Graph Density : 0.000368003712266897
Modularity : 0.316451
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 3,258 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, 20 November 2020 at 21:22 UTC.
The requested start date was Friday, 20 November 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, 17-hour, 53-minute period from Friday, 13 November 2020 at 06:00 UTC to Thursday, 19 November 2020 at 23:54 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:
[1439] social,media [673] #socialmedia,#smm [502] #smm,#socialmedia [445] #socialmediamarketing,#smm [384] media,marketing [375] #seo,#smm [334] #socialmedia,#socialmediamarketing [269] #smm,#socialmediamarketing [265] #marketing,#contentmarketing [228] #contentmarketing,#inboundmarketing Top Word Pairs in Tweet in G1:
[201] social,media [93] #seo,#smm [80] #smm,#seo [74] #smm,#socialmedia [60] #socialmediamarketing,#smm [57] #socialmedia,#smm [50] #smm,#digitalmarketing [50] digital,marketing [43] #smm,#socialmediamarketing [42] #digitalmarketing,#marketing Top Word Pairs in Tweet in G2:
[302] social,media [252] #marketing,#contentmarketing [251] #socialmediamarketing,#smm [223] #contentmarketing,#inboundmarketing [221] #socialmedia,#socialmediamarketing [214] #inboundmarketing,#blog [209] #blog,#mktg [191] #mktg,#socialmedia [177] #socialmedia,#smm [165] #smm,#growthhacking Top Word Pairs in Tweet in G3:
[319] social,media [117] #smm,#socialmedia [90] media,marketing [64] #socialmedia,#smm [33] need,know [30] hiringonsocial,#smm [26] learn,more [25] use,social [24] facebook,ads [21] #smm,#socialmediamarketing Top Word Pairs in Tweet in G4:
[129] #seo,#smm [100] #smm,#marketing [97] #marketing,#blog [97] #blogger,#contentmarketing [96] #blog,#blogger [92] #contentmarketing,#crowdfunding [92] #crowdfunding,#win [92] #win,#contest [92] #contest,#giveaway [91] #giveaway,#influencermarketing Top Word Pairs in Tweet in G5:
[211] #socialmedia,#smm [91] social,media [81] #seoagency,#seoexpert [81] #seoexpert,#linkbuilding [81] #linkbuilding,#seoservice [81] #seoservice,#backlink [77] #smm,#sem [77] #contentmarketing,#smm [75] #backlink,#backlinks [75] #backlinks,#seomarketing Top Word Pairs in Tweet in G6:
[68] jwa_2016,#beautiful [53] #earrings,#brithour [40] #sparkling,#crystal [40] #crystal,#owl [40] #owl,#pendant [40] #pendant,#necklace [40] #necklace,#tweetmaster [40] #tweetmaster,#ukhashtags [40] #ukhashtags,#uksopro [40] #uksopro,#atsopro Top Word Pairs in Tweet in G7:
[116] instagram,facebook [115] twitter,instagram [115] facebook,linkedin [111] #socialmediamarketing,#services [111] #services,twitter [68] check,#socialelbies [68] #socialelbies,#socialmediamarketing [48] social,media [47] socialelbies,check [47] check,socialelbies Top Word Pairs in Tweet in G8:
[12] social,media [11] importance,#content [11] #content,management [11] management,self [11] self,service [11] service,world [10] #smm,#seo [9] world,fgraillot [9] fgraillot,andi_staub [9] #seo,#smm Top Word Pairs in Tweet in G9:
[68] social,media [68] media,marketing [68] marketing,pro [68] pro,200 [68] 200,million [68] million,active [68] active,accounts [68] accounts,#socialmediamarketing [68] #socialmediamarketing,#smm [61] jamaicanrabbit5,social Top Word Pairs in Tweet in G10:
[49] #ar,#vr [30] #virtual,#augmentedreality [30] #augmentedreality,#future [30] #future,#socialmedia [30] #socialmedia,#digitalmarketing [30] #digitalmarketing,mt [30] mt,jblefevre60 [30] jblefevre60,#ar [30] #vr,#mr [29] pawlowskimario,#virtual Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G9:
Top Replied-To in G10:
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: