The graph represents a network of 681 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, 03 November 2021 at 05:25 UTC.
The requested start date was Wednesday, 03 November 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, 30-minute period from Wednesday, 20 October 2021 at 00:47 UTC to Tuesday, 02 November 2021 at 19:17 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 : 681
Unique Edges : 305
Edges With Duplicates : 1328
Total Edges : 1633
Number of Edge Types : 5
Retweet : 389
MentionsInRetweet : 405
Mentions : 84
Tweet : 740
Replies to : 15
Self-Loops : 762
Reciprocated Vertex Pair Ratio : 0.00478468899521531
Reciprocated Edge Ratio : 0.00952380952380952
Connected Components : 312
Single-Vertex Connected Components : 246
Maximum Vertices in a Connected Component : 220
Maximum Edges in a Connected Component : 776
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.521738
Graph Density : 0.00090697071780254
Modularity : 0.335855
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 681 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, 03 November 2021 at 05:25 UTC.
The requested start date was Wednesday, 03 November 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, 30-minute period from Wednesday, 20 October 2021 at 00:47 UTC to Tuesday, 02 November 2021 at 19:17 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:
[276] social,media [191] #socialmarketing,#socialmedia [176] media,marketing [144] 정우의,favorite [135] #socialmedia,#business [85] #socialmedia,#socialmarketing [72] favorite,컨텐츠 [72] 컨텐츠,'the [72] 'the,next [72] next,neo Top Word Pairs in Tweet in G1:
[200] social,media [157] media,marketing [146] #socialmarketing,#socialmedia [121] #socialmedia,#business [37] marketing,tips [35] steps,launch [35] launch,expert [35] expert,social [35] marketing,campaign [35] campaign,#socialmarketing Top Word Pairs in Tweet in G2:
[144] 정우의,favorite [72] favorite,컨텐츠 [72] 컨텐츠,'the [72] 'the,next [72] next,neo [72] neo,model'과 [72] model'과,정우의 [72] favorite,곡 [72] 곡,'pilot' [72] 'pilot',노래를 Top Word Pairs in Tweet in G3:
[51] #marketingdigital,#marketingonline [39] #socialmedia,#socialmarketing [31] #marketingonline,#socialmedia [26] #seo,#sem [25] social,media [21] fab,facebook [21] facebook,terrific [21] terrific,twitter [21] twitter,interesting [21] interesting,instagram Top Word Pairs in Tweet in G4:
[26] order,#facebookmarketing [24] instagram,marketing [24] marketing,super [24] super,fast [24] fast,organic [24] organic,instagram [24] instagram,growth [24] growth,link [24] link,#instagram [24] #marketing,#socialmarketing Top Word Pairs in Tweet in G5:
[11] chinese,millionaire [11] millionaire,withdrew [11] withdrew,780 [11] 780,000 [11] 000,made [11] made,#bank [11] #bank,staff [11] staff,count [11] count,notes [11] notes,hand Top Word Pairs in Tweet in G6:
[6] #organicfacebookpromotion,#facebookpromotion [6] #facebookpromotion,#facebookmarketing [6] #facebookmarketing,#organicfacebookmarketing [6] #organicfacebookmarketing,#organicpromotion [6] #organicpromotion,#socialmarketing [6] #socialmarketing,#facebook [6] #facebook,#socialmedia [5] gig,link [5] link,#organicfacebookpromotion [5] #socialmedia,#marketing Top Word Pairs in Tweet in G7:
[12] learn,market [12] market,ourselves [12] ourselves,novels [12] novels,need [12] need,learn [12] learn,stay [12] stay,organized [12] organized,focused [12] focused,informed [11] nflemingauthor,learn Top Word Pairs in Tweet in G8:
[10] #socialmarketing,#business [6] professional,design [6] design,business [6] business,consulting [6] consulting,#marketing [6] #marketing,#socialmarketing [6] #business,#businesstips [6] #businesstips,#webdesign [6] website,design [5] digitechnique,professional Top Word Pairs in Tweet in G9:
[10] edom,earn [10] earn,24 [10] 24,commerce [10] commerce,#digitalmarketingservices [10] #digitalmarketingservices,#socialmediamanagement [10] #socialmediamanagement,#socialmediamarketing [10] #socialmediamarketing,#socialmarketing [9] hobocults,edom Top Word Pairs in Tweet in G10:
[13] start,thinking [13] thinking,planning [13] planning,#socialmarketing [13] #socialmarketing,program [13] program,product [13] product,price [13] price,promotion [13] promotion,place [13] place,policy [13] policy,find Top Replied-To in Entire Graph:
Top Replied-To in G4:
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: