The graph represents a network of 3,137 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, 26 February 2021 at 21:16 UTC.
The requested start date was Friday, 26 February 2021 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 7-day, 6-hour, 31-minute period from Thursday, 18 February 2021 at 15:02 UTC to Thursday, 25 February 2021 at 21:33 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 : 3137
Unique Edges : 2569
Edges With Duplicates : 9626
Total Edges : 12195
Number of Edge Types : 5
Tweet : 3285
Retweet : 3033
MentionsInRetweet : 3660
Mentions : 2095
Replies to : 122
Self-Loops : 3477
Reciprocated Vertex Pair Ratio : 0.0327698309492848
Reciprocated Edge Ratio : 0.0634600856207504
Connected Components : 752
Single-Vertex Connected Components : 562
Maximum Vertices in a Connected Component : 1909
Maximum Edges in a Connected Component : 9621
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 5.541032
Graph Density : 0.000403654050080345
Modularity : 0.315296
NodeXL Version : 1.0.1.443
Data Import : The graph represents a network of 3,137 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, 26 February 2021 at 21:16 UTC.
The requested start date was Friday, 26 February 2021 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 7-day, 6-hour, 31-minute period from Thursday, 18 February 2021 at 15:02 UTC to Thursday, 25 February 2021 at 21:33 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:
[1417] social,media [473] media,marketing [472] #socialmedia,#smm [454] #smm,#socialmedia [374] #smm,#socialmediamarketing [351] #socialmediamarketing,#smm [307] #marketing,#contentmarketing [271] #contentmarketing,#inboundmarketing [262] #inboundmarketing,#blog [262] #socialmedia,#socialmediamarketing Top Word Pairs in Tweet in G1:
[284] social,media [106] #smm,#socialmedia [96] media,marketing [79] #seo,#smm [63] #socialmedia,#smm [52] #smm,#socialmediamarketing [44] digital,marketing [42] #smm,#marketing [38] #smm,#digitalmarketing [33] #smm,#seo Top Word Pairs in Tweet in G2:
[297] #marketing,#contentmarketing [268] #contentmarketing,#inboundmarketing [260] #inboundmarketing,#blog [253] #blog,#mktg [243] #socialmediamarketing,#smm [236] #mktg,#socialmedia [202] #socialmedia,#socialmediamarketing [199] social,media [195] #smm,#growthhacking [191] #growthhacking,#website Top Word Pairs in Tweet in G3:
[232] social,media [77] media,marketing [64] #smm,#socialmedia [60] talk,show [57] overheard,ep [57] marketing,talk [57] ckroks,fuhsionmktg [55] #socialmedia,marketing [53] show,#socialchatter [45] ademolaabimbola,mauconline Top Word Pairs in Tweet in G4:
[153] using,link [126] social,media [119] #smm,#socialmedia [110] 100,credits [83] #socialmedia,#marketing [81] 100,credit [81] credit,test [79] mimproxyble,100 [74] cloud,hosting [68] #spdc,#smm Top Word Pairs in Tweet in G5:
[48] #influencerpromotion,#topcasestudy [47] #yourmustread,#influencerpromotion [39] serve,humanity [39] humanity,cybersecurity [39] cybersecurity,#promoedutech [39] #promoedutech,#yourmustread [36] #digital,#marketing [34] ways,#artificialintelligence [34] #artificialintelligence,elevates [34] elevates,marketing Top Word Pairs in Tweet in G6:
[45] sejournal,youtube [43] #smm,#socialmediamarketing [38] sejournal,linkedin [37] #socialmediamarketing,#digitalmarketing [23] linkedin,reportedly [23] reportedly,planning [23] planning,launch [23] launch,service [23] service,fall [23] fall,users Top Word Pairs in Tweet in G7:
[150] social,media [114] #socialmedia,#smm [110] media,marketing [54] #marketing,#smm [51] digital,marketing [51] #seo,#digitalmarketing [50] startup,beginner [50] beginner,guide [50] guide,seo [50] seo,digital Top Word Pairs in Tweet in G8:
[27] relevant,hashtags [23] more,retweets [23] retweets,schedule [23] schedule,tweets [23] tweets,use [23] use,images [23] images,unique [23] unique,engaging [23] engaging,content [23] content,use Top Word Pairs in Tweet in G9:
[142] social,jukebox [63] #socialmedia,#smm [54] social,media [41] jukebox,automate [40] automate,today [38] today,check [29] automate,social [26] pays,use [26] use,right [26] right,tool Top Word Pairs in Tweet in G10:
[61] gt,gt [32] social,media [20] #seo,#smm [19] #socialmediamarketing,#smm [17] #smm,#socialmediamarketing [16] #marketing,#smm [15] #smm,#digitalmarketing [15] digital,marketing [11] #business,#entrepreneur [11] #digitalmarketing,#seo Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G5:
Top Replied-To in G7:
Top Replied-To in G8:
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: