The graph represents a network of 1,483 Twitter users whose tweets in the requested range contained "social graph", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 17 March 2021 at 04:02 UTC.
The requested start date was Wednesday, 17 March 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, 17-hour, 16-minute period from Wednesday, 03 March 2021 at 00:42 UTC to Tuesday, 16 March 2021 at 17:58 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 : 1483
Unique Edges : 806
Edges With Duplicates : 1688
Total Edges : 2494
Number of Edge Types : 5
Retweet : 772
MentionsInRetweet : 861
Tweet : 248
Mentions : 401
Replies to : 212
Self-Loops : 255
Reciprocated Vertex Pair Ratio : 0.0193081255028158
Reciprocated Edge Ratio : 0.0378847671665351
Connected Components : 355
Single-Vertex Connected Components : 92
Maximum Vertices in a Connected Component : 205
Maximum Edges in a Connected Component : 747
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.016914
Graph Density : 0.000576484002682675
Modularity : 0.519326
NodeXL Version : 1.0.1.444
Data Import : The graph represents a network of 1,483 Twitter users whose tweets in the requested range contained "social graph", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 17 March 2021 at 04:02 UTC.
The requested start date was Wednesday, 17 March 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, 17-hour, 16-minute period from Wednesday, 03 March 2021 at 00:42 UTC to Tuesday, 16 March 2021 at 17:58 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 : social graph
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:
[750] 03,2021 [644] social,graph [644] 2021,19 [508] 19,30 [375] nene,social [375] graph,date [375] weibo,硬糖少女303 [375] 硬糖少女303,郑乃馨 [372] nenecharts,nene [136] date,04 Top Word Pairs in Tweet in G1:
[750] 03,2021 [644] 2021,19 [508] 19,30 [375] nene,social [375] social,graph [375] graph,date [375] weibo,硬糖少女303 [375] 硬糖少女303,郑乃馨 [372] nenecharts,nene [136] date,04 Top Word Pairs in Tweet in G2:
[36] social,graph [19] social,media [11] social,network [8] graph,database [7] neo4j,graph [4] database,platform [3] social,networking [3] graph,databases [3] knowledge,graph [3] data,social Top Word Pairs in Tweet in G3:
[67] more,evidence [67] evidence,clarification [67] clarification,parasite [67] parasite,load [67] load,conservatism [67] conservatism,relationship [67] relationship,graph [67] graph,represents [67] represents,effect [66] jordanbpeterson,more Top Word Pairs in Tweet in G4:
[2] syedasaba12,ranamasoodali1 [2] ranamasoodali1,humasajjadshah [2] humasajjadshah,sheebaali15 [2] sheebaali15,786pak92 [2] 786pak92,javiqbal09 [2] javiqbal09,yasminarshad6 [2] yasminarshad6,shak_gujjar [2] shak_gujjar,ghazaala23 Top Word Pairs in Tweet in G5:
[22] social,media [22] media,#networkanalysis [19] teachertoolkit,social [13] #networkanalysis,#makeschoolssafe [13] #makeschoolssafe,safer [13] safer,schools [13] schools,campaign [13] campaign,neunion [6] #networkanalysis,#teacher5oclockclub [6] #teacher5oclockclub,community Top Word Pairs in Tweet in G6:
[15] hyperdimension,hypothesis [15] hypothesis,testing [15] testing,multiscale [15] multiscale,graph [15] graph,correlation [15] correlation,distance [15] distance,correlation [15] correlation,mingzhi [15] mingzhi,yu [15] ivan,despot Top Word Pairs in Tweet in G7:
[24] graph,data [24] data,science [16] neo4j,graph [11] graph,theory [10] #graphdatascience,#neo4j [9] live,demo [9] demo,graph [9] graph,algorithms [9] algorithms,playground [9] playground,asia Top Word Pairs in Tweet in G9:
[23] web,social [23] social,graph [23] graph,web [23] web,supporters [23] supporters,graph [23] graph,being [23] being,reward [23] reward,design [22] thattallguy,web Top Word Pairs in Tweet in G10:
[19] social,graph [6] jmj,game [6] game,changer [6] changer,going [6] going,casual [6] casual,fun [6] fun,app [6] app,expands [6] expands,immediate [6] immediate,social Top Replied-To in Entire Graph:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: