The graph represents a network of 665 Twitter users whose tweets in the requested range contained "socialmarketing", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 08 September 2021 at 05:26 UTC.
The requested start date was Wednesday, 08 September 2021 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 13-day, 19-hour, 0-minute period from Wednesday, 25 August 2021 at 00:28 UTC to Tuesday, 07 September 2021 at 19:29 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 : 665
Unique Edges : 335
Edges With Duplicates : 1216
Total Edges : 1551
Number of Edge Types : 5
MentionsInRetweet : 242
Mentions : 115
Retweet : 234
Tweet : 941
Replies to : 19
Self-Loops : 961
Reciprocated Vertex Pair Ratio : 0.0305084745762712
Reciprocated Edge Ratio : 0.0592105263157895
Connected Components : 396
Single-Vertex Connected Components : 300
Maximum Vertices in a Connected Component : 51
Maximum Edges in a Connected Component : 246
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 2.645379
Graph Density : 0.000688468158347676
Modularity : 0.303169
NodeXL Version : 1.0.1.446
Data Import : The graph represents a network of 665 Twitter users whose tweets in the requested range contained "socialmarketing", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 08 September 2021 at 05:26 UTC.
The requested start date was Wednesday, 08 September 2021 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 13-day, 19-hour, 0-minute period from Wednesday, 25 August 2021 at 00:28 UTC to Tuesday, 07 September 2021 at 19:29 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 : socialmarketing
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:
[329] #socialmarketing,#socialmedia [253] social,media [211] #socialmedia,#business [155] media,marketing [82] organic,facebook [79] service,link [76] facebook,marketing [73] #socialmediamarketing,#socialmarketing [66] marketing,#socialmarketing [62] link,#marketing Top Word Pairs in Tweet in G1:
[259] #socialmarketing,#socialmedia [199] #socialmedia,#business [183] social,media [125] media,marketing [59] marketing,#socialmarketing [37] marketing,help [32] expertise,show [32] show,social [32] help,achieve [32] achieve,business Top Word Pairs in Tweet in G2:
[31] charlesfrize,#frizemedia [22] #seo,#sem [17] create,wordpress [17] wordpress,website [17] website,design [17] design,attractive [17] attractive,modern [17] modern,cheap [17] cheap,rate [17] rate,please Top Word Pairs in Tweet in G3:
[7] social,marketing [4] target,market [3] today,launch [3] launch,first [3] first,episode [3] episode,part [3] part,series [3] series,dedicated [3] dedicated,social [3] marketing,episode Top Word Pairs in Tweet in G4:
[3] interested,ethical [3] ethical,consumption [3] consumption,attitude [3] attitude,behaviour [3] behaviour,gap [3] gap,interested [3] interested,critical [3] critical,social [3] social,marketing [3] marketing,transformative Top Word Pairs in Tweet in G5:
[79] organic,facebook [79] service,link [62] link,#marketing [61] #marketing,#facebookmarketing# [61] #facebookmarketing#,facebookpromotion [61] facebookpromotion,#socialmediaadvertising [61] #socialmediaadvertising,#facebook [48] #socialmarketing,#socialmedia [44] #marketingdigital,#marketingonline [42] facebook,marketing Top Word Pairs in Tweet in G6:
[3] #socialmktg,starting [3] starting,learn [3] learn,#socialmarketing [3] #socialmarketing,strategies [3] strategies,starting [3] starting,#engagement [3] #engagement,#marketing [2] 80,people [2] people,try [2] try,things Top Word Pairs in Tweet in G7:
[6] 27,social [6] social,media [6] media,marketing [6] marketing,tips [6] tips,marketer [6] marketer,know [6] know,#business [6] #business,#marketing [6] #marketing,#smallbusiness [5] #motivation,#inspire Top Word Pairs in Tweet in G8:
[2] learn,boost [2] boost,twitter [2] twitter,performance [2] performance,socialmedia2day's [2] socialmedia2day's,recent [2] recent,featuring [2] featuring,adam [2] adam,ilenich [2] ilenich,global [2] social,media Top Word Pairs in Tweet in G9:
[5] amazing,designs [5] designs,business [5] business,fan [5] fan,100 [5] 100,satisfaction [5] satisfaction,more [5] more,info [5] info,co [5] co,uwbppk3ujr [4] uwbppk3ujr,#digitalmarketing Top Word Pairs in Tweet in G10:
[2] omg,yessssss [2] yessssss,nbcmanifest [2] nbcmanifest,saved [2] saved,netflix [2] netflix,joshdallas [2] joshdallas,melissaroxburgh Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G4:
Top Replied-To in G9:
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: