The graph represents a network of 1,216 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 April 2020 at 05:30 UTC.
The requested start date was Wednesday, 08 April 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 13-day, 23-hour, 48-minute period from Wednesday, 25 March 2020 at 00:06 UTC to Tuesday, 07 April 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 : 1216
Unique Edges : 1118
Edges With Duplicates : 730
Total Edges : 1848
Number of Edge Types : 4
Tweet : 927
MentionsInRetweet : 634
Replies to : 65
Mentions : 222
Self-Loops : 927
Reciprocated Vertex Pair Ratio : 0.0265957446808511
Reciprocated Edge Ratio : 0.0518134715025907
Connected Components : 584
Single-Vertex Connected Components : 416
Maximum Vertices in a Connected Component : 58
Maximum Edges in a Connected Component : 121
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 2.379594
Graph Density : 0.000522525449426034
Modularity : 0.537335
NodeXL Version : 1.0.1.429
Data Import : The graph represents a network of 1,216 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 April 2020 at 05:30 UTC.
The requested start date was Wednesday, 08 April 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 13-day, 23-hour, 48-minute period from Wednesday, 25 March 2020 at 00:06 UTC to Tuesday, 07 April 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 : 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:
[198] social,media [80] media,marketing [59] white,mediocrity [59] mediocrity,indeed [58] freeyourmindkid,white [50] pleased,show [48] socialelbies,pleased [46] show,#socialelbies [46] #socialelbies,co [46] co,nnzinzasqo Top Word Pairs in Tweet in G1:
[111] social,media [62] media,marketing [32] marketing,services [32] services,accomplish [32] accomplish,much [32] much,more [32] more,beyond [32] aspect,increasing [32] increasing,leads [31] beyond,marketing Top Word Pairs in Tweet in G2:
[59] white,mediocrity [59] mediocrity,indeed [58] freeyourmindkid,white Top Word Pairs in Tweet in G3:
[25] social,media [17] #socialmedia,#socialmediatips [17] #socialmediatips,#socialmediamanager [17] #socialmediamanager,#digitalmarketing [15] #digitalmarketing,#seo [15] #seo,#smo [15] #smo,#ppc [15] #ppc,#sem [15] #sem,#smm [14] bangalore,#digitalmarketing Top Word Pairs in Tweet in G4:
[14] behavioural,scientists [14] scientists,advising [14] advising,governments [14] governments,#covid19 [14] #covid19,pandemic [14] pandemic,rightly [14] rightly,comes [13] thebcc_org,behavioural [9] comes,influencingâ [8] few,thoughts Top Word Pairs in Tweet in G5:
[13] social,media [11] 11,killer [11] killer,twitter [11] twitter,traffic [11] traffic,generation [11] generation,methods [11] methods,work [11] work,2019 [11] 2019,#traffic [11] #traffic,#blog Top Word Pairs in Tweet in G6:
[50] pleased,show [48] socialelbies,pleased [46] show,#socialelbies [46] #socialelbies,co [46] co,nnzinzasqo [46] nnzinzasqo,2019 [46] 2019,featuring [46] featuring,lulaveggie [27] lulaveggie,officialadren [18] lulaveggie,officialadrenâ Top Word Pairs in Tweet in G7:
[11] #smm,#socialmarketing [7] covid,19 [7] search,engine [6] socialmedia2day,#smm [5] during,covid [4] smexaminer,#smm [4] engine,journal [3] reach,target [3] working,home [3] linkedin,shares Top Word Pairs in Tweet in G8:
[22] taken,#socialmarketing [22] #socialmarketing,seriously [22] seriously,#marketing [21] cktechconnect,taken [3] c's,#socialmarketing [3] #socialmarketing,success [3] success,read [3] read,more [3] more,#marketing [3] #marketing,#socialmedia Top Word Pairs in Tweet in G9:
[6] aaron_thethomas,cnn [6] cnn,robynncox [3] cnn,aaron_thethomas [3] aaron_thethomas,robynncox [2] aaron_thethomas,sure [2] sure,saw [2] trevondlogan,aaron_thethomas Top Word Pairs in Tweet in G10:
[15] funny,shit [14] bibliophileq,funny Top Replied-To in Entire Graph:
Top Replied-To in G4:
Top Replied-To in G5:
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: