The graph represents a network of 4,361 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, 19 January 2022 at 06:29 UTC.
The requested start date was Wednesday, 19 January 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, 18-hour, 14-minute period from Wednesday, 05 January 2022 at 01:14 UTC to Tuesday, 18 January 2022 at 19:29 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 : 4361
Unique Edges : 260
Edges With Duplicates : 8634
Total Edges : 8894
Number of Edge Types : 5
Tweet : 521
Retweet : 4127
MentionsInRetweet : 4141
Mentions : 92
Replies to : 13
Self-Loops : 538
Reciprocated Vertex Pair Ratio : 0.000717531690983018
Reciprocated Edge Ratio : 0.001434034416826
Connected Components : 213
Single-Vertex Connected Components : 154
Maximum Vertices in a Connected Component : 3900
Maximum Edges in a Connected Component : 7799
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 1.999731
Graph Density : 0.000220048848319866
Modularity : 0.289906
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 4,361 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, 19 January 2022 at 06:29 UTC.
The requested start date was Wednesday, 19 January 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, 18-hour, 14-minute period from Wednesday, 05 January 2022 at 01:14 UTC to Tuesday, 18 January 2022 at 19:29 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:
[3901] #เพนกว,น [3901] น,พร [3901] พร,ษฐ [3901] ษฐ,ช [3901] ช,วาร [3901] วาร,กษ [3901] กษ,สม [3901] สม,ยเร [3901] ยเร,ยนประถม [3901] ยนประถม,ในรายการ Top Word Pairs in Tweet in G1:
[3900] ภาพ,#เพนกว [3900] #เพนกว,น [3900] น,พร [3900] พร,ษฐ [3900] ษฐ,ช [3900] ช,วาร [3900] วาร,กษ [3900] กษ,สม [3900] สม,ยเร [3900] ยเร,ยนประถม Top Word Pairs in Tweet in G2:
[63] social,media [40] #socialmedia,#socialposting [40] #socialposting,#socialmarketing [40] #socialmarketing,#instagrammarketing [40] #instagrammarketing,#facebookmarketing [40] #facebookmarketing,#twittermarketing [40] #twittermarketing,#twitterbusiness [24] #socialmedia,#socialmarketing [17] #socialmarketing,#socialmedia [16] #socialmarketing,#socialmediamarketing Top Word Pairs in Tweet in G3:
[54] #marketingdigital,#marketingonline [41] #socialmedia,#socialmarketing [31] #marketingonline,#socialmedia [30] #socialmarketing,#socialmedia [30] #seo,#sem [28] #usa,#uk [28] #uk,#canada [28] #canada,#digitalmarketing [24] #douyin,#wechat [24] #wechat,#xiaohongshu Top Word Pairs in Tweet in G4:
[19] social,marketing [19] marketing,6s [18] venez,découvrir [18] découvrir,mon [18] mon,1er [18] 1er,article [18] article,blog [18] blog,mbamci [18] mbamci,n'hésitez [18] n'hésitez,liker Top Word Pairs in Tweet in G5:
[19] instant,traffic [19] traffic,system [19] system,details [19] details,#earnonline [19] #earnonline,#unitedstates [19] #unitedstates,#unitedkingdom [19] #unitedkingdom,#germany [18] kamarajansena,instant [18] #germany,#socialme Top Word Pairs in Tweet in G6:
[13] ingredients,#socialmarketing [13] #socialmarketing,success [13] success,#marketing [12] cktechconnect,ingredients Top Word Pairs in Tweet in G8:
[11] usf,#socialmarketing [10] #socialmarketing,conference [8] 2022,usf [7] submit,#abstract [7] #abstract,2022 [5] more,information [4] extended,january [4] january,31st [4] 31st,2022 [4] 10,days Top Word Pairs in Tweet in G9:
[3] re,looking [3] looking,smart [3] smart,one [3] one,social [3] social,media [3] media,management [3] management,tool [3] tool,try [3] try,smarterqueue [3] smarterqueue,socialmedia2day Top Word Pairs in Tweet in G10:
[5] first,phd [5] phd,publication [5] publication,systematic [5] systematic,review [5] review,behaviour [5] behaviour,change [5] change,interventions [5] interventions,pacific [5] pacific,islands [5] islands,populations Top Replied-To in Entire Graph:
Top Replied-To in G7:
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: