The graph represents a network of 393 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, 20 April 2022 at 05:25 UTC.
The requested start date was Wednesday, 20 April 2022 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, 18-hour, 56-minute period from Wednesday, 06 April 2022 at 00:23 UTC to Tuesday, 19 April 2022 at 19:19 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 : 393
Unique Edges : 229
Edges With Duplicates : 598
Total Edges : 827
Number of Edge Types : 5
Tweet : 360
Retweet : 173
MentionsInRetweet : 198
Mentions : 81
Replies to : 15
Self-Loops : 374
Reciprocated Vertex Pair Ratio : 0.0316742081447964
Reciprocated Edge Ratio : 0.0614035087719298
Connected Components : 206
Single-Vertex Connected Components : 144
Maximum Vertices in a Connected Component : 47
Maximum Edges in a Connected Component : 150
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 1.815766
Graph Density : 0.0014799813054993
Modularity : 0.372956
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 393 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, 20 April 2022 at 05:25 UTC.
The requested start date was Wednesday, 20 April 2022 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, 18-hour, 56-minute period from Wednesday, 06 April 2022 at 00:23 UTC to Tuesday, 19 April 2022 at 19:19 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:
[119] social,media [34] #tweetomizer,#socialmarketing [34] #socialmarketing,#cms [34] media,marketing [32] #socialmedia,#socialmarketing [29] set,account [29] account,facebook [29] facebook,linkedin [29] linkedin,pinterest [29] pinterest,instagram Top Word Pairs in Tweet in G1:
[60] social,media [26] media,marketing [20] #socialmedia,#socialmarketing [19] digital,marketing [11] #socialmarketing,#digitalmarketing [11] #socialmedia,#business [11] video,marketing [10] #marketing,#digitalmarketing [10] businesses,#socialmarketing [10] organic,youtube Top Word Pairs in Tweet in G2:
[29] social,media [28] set,account [28] account,facebook [28] facebook,linkedin [28] linkedin,pinterest [28] pinterest,instagram [28] instagram,twitter [28] twitter,re [28] re,ready [28] ready,go Top Word Pairs in Tweet in G3:
[10] #frizemedia,#digitalmarketing [10] #digitalmarketing,powerful [8] #frizemedia,charlesfrize [8] charlesfrize,#frizemedia [8] #marketing,#business [6] powerful,#strategies [6] #strategies,growth [6] growth,#marketing [6] talk,#frizemedia [6] #frizemedia,growing Top Word Pairs in Tweet in G5:
[22] thanks,much [22] sharing,great [22] great,ideas [22] ideas,#podcasting [22] #podcasting,#podcast [18] #podcast,#innovation [14] #innovation,#socialmarketing [14] #socialmarketing,#b2bsales [14] #b2bsales,#salestips [14] #salestips,#entrepreneurship Top Word Pairs in Tweet in G6:
[2] good,point [2] help,reduce [2] campaigns,#socmarbu Top Word Pairs in Tweet in G7:
[8] cc,curieuxexplorer [7] curieuxexplorer,tanyasinha_ [4] best,types [4] types,#instagram [4] #instagram,engagement [4] engagement,latermedia [4] latermedia,cc [4] #brand,partnerships [4] partnerships,help [4] help,grow Top Word Pairs in Tweet in G8:
[7] please,love [7] love,holy [7] holy,consider [7] consider,clever [7] clever,interesting [5] wsj,please [3] pelusaexquisito,wsj Top Word Pairs in Tweet in G9:
[5] alert,both [5] both,questauthority [5] questauthority,greg_doucette [4] codfishjohnny,alert Top Word Pairs in Tweet in G10:
[13] #digitalmarketing,#ecommerce [13] #ecommerce,#mcommerce [13] fb,twtr [10] #mcommerce,#retail [9] twtr,snap [9] snap,pins [9] #retailmarketing,#socialmarketing [8] organic,facebook [8] facebook,promotion [8] promotion,business Top Replied-To in Entire Graph:
Top Replied-To in G6:
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: