The graph represents a network of 482 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, 30 November 2022 at 06:15 UTC.
The requested start date was Wednesday, 30 November 2022 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 13-day, 22-hour, 43-minute period from Wednesday, 16 November 2022 at 01:24 UTC to Wednesday, 30 November 2022 at 00:08 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 : 482
Unique Edges : 222
Edges With Duplicates : 975
Total Edges : 1197
Number of Edge Types : 5
Retweet : 323
MentionsInRetweet : 378
Tweet : 430
Replies to : 6
Mentions : 60
Self-Loops : 434
Reciprocated Vertex Pair Ratio : 0.0316091954022989
Reciprocated Edge Ratio : 0.0612813370473538
Connected Components : 179
Single-Vertex Connected Components : 134
Maximum Vertices in a Connected Component : 99
Maximum Edges in a Connected Component : 201
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.133514
Graph Density : 0.00154846835344761
Modularity : 0.345532
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 482 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, 30 November 2022 at 06:15 UTC.
The requested start date was Wednesday, 30 November 2022 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 13-day, 22-hour, 43-minute period from Wednesday, 16 November 2022 at 01:24 UTC to Wednesday, 30 November 2022 at 00:08 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:
[129] social,media [69] facebook,group [45] cipioai,#digitalmarketing [45] commerce,cipioai [45] #b2b2c,#cx [45] #digitalmarketing,#behavioranalytics [45] community,commerce [45] #behavioranalytics,#b2b2c [43] kirkdborne,community [43] #cx,#loya Top Word Pairs in Tweet in G1:
[61] social,media [20] #socialmedia,#socialmarketing [20] media,marketing [16] #socialmarketing,#emailmarketing [13] #socialmarketing,#socialmedia [12] #socialmediamarketing,#socialmarketing [11] email,extractor [10] #blog,#website [10] methods,work [10] 11,killer Top Word Pairs in Tweet in G3:
[43] #behavioranalytics,#b2b2c [43] #digitalmarketing,#behavioranalytics [43] #b2b2c,#cx [43] cipioai,#digitalmarketing [43] community,commerce [43] commerce,cipioai [41] kirkdborne,community [41] #cx,#loya [15] social,media [14] media,enriches Top Word Pairs in Tweet in G4:
[32] terrific,twitter [32] pertinent,pinterest [32] twitter,interesting [32] fab,facebook [32] pinterest,legend [32] instagram,pertinent [32] interesting,instagram [32] facebook,terrific [31] legend,lin [31] the_last_hurdle,fab Top Word Pairs in Tweet in G5:
[26] #socialmarketing,#socialmedia [23] alternative,#socialmarketing [23] best,alternative [12] 2bproductive,best [11] social,media [4] partner,hiring [4] handle,social [4] media,big [4] whether,re [4] looking,long Top Word Pairs in Tweet in G6:
[7] #grafikaitervezés,#grafikus [7] #grafikus,#brandstylist [7] #branddesigner,#grafikaitervezes [7] #grafikaitervezes,#grafikaitervezés [5] #vállalkozó,#socialmarketing [5] #üzlet,#uzlet [5] #brandstylist,#tartalommarketing [5] #marketing,#márkaépítés [5] #vállalkozás,#vallalkozas [5] #vallalkozas,#vállalkozó Top Word Pairs in Tweet in G7:
[20] #alwaysbeyourlifeleader,#usa [19] #usa,socialmarketing [5] life,leaders [4] self,care [3] gift,fantasy [3] fine,tweeps [3] albert,einstein [3] leaders,focus [3] focus,positives [3] people,manners Top Word Pairs in Tweet in G8:
[40] #tweetomizer,#socialmarketing [39] #socialmarketing,#cms [30] #cms,#setandforget [13] today,#tweetomizer [13] free,today [9] sharon,lopez [7] try,tweetomizer [7] tweetomizer,free [7] using,tweetomizer [6] talking,#tweetomizer Top Word Pairs in Tweet in G9:
[6] jaiswal,#digitalmarketingagency [6] macvista,mac_vista [6] #site,#gallery [6] mac_vista,shiv [6] #gallery,macvista [6] shiv,jaiswal [5] websurl,#site [5] #digitalmarketingagency,#digitalmarke Top Word Pairs in Tweet in G10:
[2] represents,reflects [2] #socialmarketing,represents [2] parents,families [2] alaska,native [2] reflects,alaska [2] families,read [2] native,parents [2] read,hear Top Replied-To in Entire Graph:
Top Replied-To in G6:
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: