The graph represents a network of 565 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, 02 June 2021 at 05:26 UTC.
The requested start date was Wednesday, 02 June 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, 18-hour, 27-minute period from Wednesday, 19 May 2021 at 01:00 UTC to Tuesday, 01 June 2021 at 19:28 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 : 565
Unique Edges : 303
Edges With Duplicates : 771
Total Edges : 1074
Number of Edge Types : 5
Retweet : 223
MentionsInRetweet : 230
Tweet : 516
Mentions : 83
Replies to : 22
Self-Loops : 547
Reciprocated Vertex Pair Ratio : 0.0134228187919463
Reciprocated Edge Ratio : 0.0264900662251656
Connected Components : 295
Single-Vertex Connected Components : 195
Maximum Vertices in a Connected Component : 72
Maximum Edges in a Connected Component : 225
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.072447
Graph Density : 0.000947718571518233
Modularity : 0.38805
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 565 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, 02 June 2021 at 05:26 UTC.
The requested start date was Wednesday, 02 June 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, 18-hour, 27-minute period from Wednesday, 19 May 2021 at 01:00 UTC to Tuesday, 01 June 2021 at 19:28 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:
[91] social,media [61] #socialmedia,#socialmarketing [37] #socialmarketing,#socialmediamarketing [35] #marketingdigital,#marketingonline [30] rudy,giuliani [30] giuliani,deeper [30] deeper,shit [30] shit,previously [30] previously,known [29] gizmodo,rudy Top Word Pairs in Tweet in G1:
[52] social,media [26] #socialmedia,#socialmarketing [18] #socialmediamarketing,#socialmedia [15] media,marketing [15] #socialmarketing,#socialmediamarketing [13] #platforms,#digitalmarkerting [13] #digitalmarkerting,#socialmarketing [11] social,marketing [11] 11,killer [11] killer,twitter Top Word Pairs in Tweet in G2:
[29] rudy,giuliani [29] giuliani,deeper [29] deeper,shit [29] shit,previously [29] previously,known [28] gizmodo,rudy [2] fox,news [2] news,edits [2] edits,trump [2] trump,photo Top Word Pairs in Tweet in G3:
[19] passle,timothy_hughes [16] take,lead [16] lead,sales [16] sales,pandemic [16] pandemic,world [16] world,passle [15] #socialmarketing,#socialmediamarketing [14] ralexjimenez,take [14] timothy_hughes,# [8] #socialmediamarketing,#digitalmarketing Top Word Pairs in Tweet in G4:
[8] #marketing,#digitalmarketing [6] #entrepreneurship,#socialmarketing [6] #socialmarketing,#emailmarketing [6] #digitalmarketing,#marketingdigital [6] lifespan,half [6] half,life [6] life,social [6] social,media [6] media,updated [6] updated,platforms Top Word Pairs in Tweet in G5:
[3] #infographic,improve [3] improve,#website [3] #website,copy [3] copy,15 [3] 15,lessons [3] lessons,successful [3] successful,#writers [3] #writers,socialmedia2day [2] bluefusioncdm,#infographic [2] socialmedia2day,#socialma Top Word Pairs in Tweet in G6:
[15] #socialmarketing,#bookmarketing [15] #bookmarketing,#bookpromotion [15] #bookpromotion,#booksales [15] #booksales,#novels [15] #novels,#bookreviews [15] #bookreviews,#romantic [15] #romantic,#ebooks [15] #ebooks,#reading [15] #reading,#book [14] virginiakwalla1,#socialmarketing Top Word Pairs in Tweet in G7:
[5] need,more [5] more,south [5] south,american [5] american,horror [4] io9,need [3] hello,mr [3] mr,spector [2] io9,hello [2] confident,machine [2] machine,intelligence Top Word Pairs in Tweet in G8:
[2] grow,brand [2] brand,best [2] best,alternative [2] alternative,social [2] social,media [2] media,tools [2] tools,#socialmediamarketing Top Word Pairs in Tweet in G9:
[5] social,marketing [3] #socmar,#socialmarketing [3] #socialmarketing,#behaviourchange [2] plus,included [2] included,same [2] same,issue [2] issue,great [2] great,article [2] article,footesea [2] footesea,fispotswood Top Word Pairs in Tweet in G10:
[35] #marketingdigital,#marketingonline [21] #socialmedia,#socialmarketing [20] #marketingonline,#socialmedia [13] #seo,#sem [10] #marca,#marketingdigital [10] #marketingonline,#socialmarketing [9] #business,#emprender [8] #socialmarketing,#socialmedia [8] #sem,#seo [6] #socialmarketing,#online Top Replied-To in Entire Graph:
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: