The graph represents a network of 2,237 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, 31 July 2020 at 20:23 UTC.
The requested start date was Friday, 31 July 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 5,000.
The tweets in the network were tweeted over the 3-day, 23-hour, 46-minute period from Sunday, 26 July 2020 at 22:20 UTC to Thursday, 30 July 2020 at 22:07 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 : 2237
Unique Edges : 1823
Edges With Duplicates : 8040
Total Edges : 9863
Number of Edge Types : 5
Retweet : 2638
MentionsInRetweet : 3721
Tweet : 2023
Mentions : 1452
Replies to : 29
Self-Loops : 2124
Reciprocated Vertex Pair Ratio : 0.0304278922345483
Reciprocated Edge Ratio : 0.0590587511534912
Connected Components : 602
Single-Vertex Connected Components : 447
Maximum Vertices in a Connected Component : 1295
Maximum Edges in a Connected Component : 7817
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 6.367316
Graph Density : 0.000649948859760588
Modularity : 0.332271
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 2,237 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, 31 July 2020 at 20:23 UTC.
The requested start date was Friday, 31 July 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 5,000.
The tweets in the network were tweeted over the 3-day, 23-hour, 46-minute period from Sunday, 26 July 2020 at 22:20 UTC to Thursday, 30 July 2020 at 22:07 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:
[813] social,media [377] #socialmedia,#smm [334] #contentmarketing,#smm [299] #seo,#sem [287] #smm,#smo [275] #smo,#seo [269] #digitalmarketing,#smtip [269] #smtip,#contentmarketing [257] #seo,#smm [243] #smm,#socialmedia Top Word Pairs in Tweet in G1:
[263] social,media [166] #socialmedia,#smm [76] #marketing,#socialmediamarketing [70] #smm,#socialmedia [69] #smm,#sem [59] #seo,#smm [51] #sem,#smm [50] #branding,#marketing [49] #sem,#seo [49] media,marketing Top Word Pairs in Tweet in G2:
[265] #contentmarketing,#smm [261] #digitalmarketing,#smtip [261] #smtip,#contentmarketing [261] #smm,#smo [261] #smo,#seo [261] #seo,#sem [180] #sem,#contentstrategy [111] #mpgvip,#defstar5 [111] marketing,#digitalmarketing [109] digital,marketing Top Word Pairs in Tweet in G3:
[83] social,media [64] imagibrand,#sm4biz [52] #sm4biz,#imagibrand [49] #digitalmarketing,#smm [34] #imagibrand,#socialmediaagency [30] digital,marketing [27] brand,mentions [25] #business,#smm [23] #digitalmarketing,#contentmarketing [23] #socialmediaagency,#smm Top Word Pairs in Tweet in G4:
[43] mikequindazzi,antgrasso [35] #contentmarketing,#seo [26] antgrasso,important [26] important,#contentmarketing [26] #seo,#marketing [26] #marketing,#analytics [23] fisher85m,copy [23] copy,mikequindazzi [22] mt,fisher85m [21] lots,people Top Word Pairs in Tweet in G5:
[51] polishroyalgoat,edward733 [43] edward733,_____yo_____yo [43] _____yo_____yo,redsand2 [39] grazytgrazynatt,polishroyalgoat [35] redsand2,sumawun [35] sumawun,vminuz [30] altanhashmi,grazytgrazynatt [28] vminuz,lebalzin [27] #yourmustread,#influencerpromotion [23] bootsieboutique,altanhashmi Top Word Pairs in Tweet in G6:
[36] social,media [34] media,marketing [19] #socialmedia,#socialmediamarketing [18] #smm,#socialmediamarketing [16] #socialmediamarketing,#smm [16] #content,#socialmedia [15] #digitalmarketing,trends [15] trends,#smallbusiness [15] #smallbusiness,maximize [15] maximize,voice Top Word Pairs in Tweet in G7:
[55] social,media [52] #smm,#socialmedia [44] #socialmedia,#marketing [29] #onlinemarketing,#smm [27] #smm,hubspot [20] #smm,#onlinemarketing [20] #onlinemarketing,#addicted2ppc [20] #addicted2ppc,#sem [9] marketing,strategy [8] lead,generation Top Word Pairs in Tweet in G8:
[60] jwa_2016,#beautiful [45] #beautiful,#romantic [45] #romantic,925 [45] 925,#silver [45] #silver,cz [45] cz,#pendant [45] #pendant,#necklaces [45] #necklaces,#brithour [45] #brithour,#ukbizhour [45] #ukbizhour,#atukbusiness Top Word Pairs in Tweet in G9:
[20] social,media [11] forget,check [11] check,#hashtag [11] #hashtag,#socialelbies [11] #socialelbies,see [11] see,socialelbies [10] elbies1,forget [10] socialelbies,#socia [10] #socialmedia,updates [9] #dmm,#smm Top Word Pairs in Tweet in G10:
[86] #socialmedia,#smm [44] social,media [32] #smm,#socialmedia [16] smexaminer,#smm [12] media,marketing [12] business,#socialmedia [9] #socialmedia,#marketing [8] eclincher,#smm [8] instagram,#socialmedia [7] improve,social 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 Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
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Top Mentioned in G4:
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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: