The graph represents a network of 1,438 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, 06 April 2022 at 04:05 UTC.
The requested start date was Wednesday, 06 April 2022 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, 6-minute period from Wednesday, 23 March 2022 at 00:16 UTC to Tuesday, 05 April 2022 at 17:23 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 : 1438
Unique Edges : 1141
Edges With Duplicates : 1260
Total Edges : 2401
Number of Edge Types : 5
Tweet : 256
Mentions : 530
Replies to : 237
Retweet : 529
MentionsInRetweet : 849
Self-Loops : 271
Reciprocated Vertex Pair Ratio : 0.0133689839572193
Reciprocated Edge Ratio : 0.0263852242744063
Connected Components : 334
Single-Vertex Connected Components : 111
Maximum Vertices in a Connected Component : 319
Maximum Edges in a Connected Component : 685
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 5.389992
Graph Density : 0.000733640920516104
Modularity : 0.643097
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 1,438 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, 06 April 2022 at 04:05 UTC.
The requested start date was Wednesday, 06 April 2022 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, 6-minute period from Wednesday, 23 March 2022 at 00:16 UTC to Tuesday, 05 April 2022 at 17:23 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:
[421] social,graph [152] social,media [62] c_kazmierczak,jak [62] jak,pytanie [62] pytanie,po [62] po,co [62] co,rosyjskiemu [62] rosyjskiemu,wywiadowi [62] wywiadowi,był [62] był,zakup Top Word Pairs in Tweet in G1:
[94] social,graph [29] graph,needs [24] social,media [20] tm,power [8] need,talk [8] talk,social [8] graph,#socialmedia [7] social,network [6] power,algorithms [6] algorithms,social Top Word Pairs in Tweet in G2:
[52] social,graph [12] #bullish,web3 [12] web3,social [12] social,portable [12] portable,social [12] graph,#tokens [12] #tokens,native [12] native,#nfts [11] wearestori,#bullish [10] graph,portable Top Word Pairs in Tweet in G3:
[33] platform,definitely [33] definitely,needed [33] needed,team [33] team,behind [33] behind,aaveaave [33] aaveaave,created [32] lensprotocol,platform [32] created,decentralize [15] social,graph [5] decentralized,social Top Word Pairs in Tweet in G4:
[37] relation,aware [37] aware,graph [37] graph,convolutional [37] convolutional,networks [37] networks,agent [37] agent,initiated [37] initiated,social [37] social,commerce [37] commerce,recommendation [37] recommendation,#ai Top Word Pairs in Tweet in G5:
[62] c_kazmierczak,jak [62] jak,pytanie [62] pytanie,po [62] po,co [62] co,rosyjskiemu [62] rosyjskiemu,wywiadowi [62] wywiadowi,był [62] był,zakup [62] zakup,naszej [62] naszej,klasy Top Word Pairs in Tweet in G6:
[39] social,graph [16] decentralized,social [11] cyberconnect,decentralized [10] we've,integrated [10] integrated,cyberconnecthq [10] cyberconnecthq,creaton [10] creaton,cyberconnect [10] graph,built [10] built,top [10] top,ceramicnetwork Top Word Pairs in Tweet in G7:
[41] nag,social [41] social,distancing [41] distancing,daw [41] daw,ung [41] ung,graph [41] graph,ng [41] ng,bigbang [41] bigbang,haup [41] haup,hahahahshshs [40] parksxndxrx,nag Top Word Pairs in Tweet in G8:
[37] nuevo,#graphforthought [35] #graphforthought,lflopezcalva [24] examina,cómo [24] cómo,protestas [24] protestas,evolucionado [23] datos,acledinfo [17] usando,datos [17] lflopezcalva,examina [16] acledinfo,nuevo [12] pnudlac,usando Top Word Pairs in Tweet in G9:
[19] social,graph [9] chain,social [7] biggest,chain [7] graph,web3 [6] anyone,suggesting [6] suggesting,parler [6] parler,gab [6] gab,etc [6] etc,answer [6] answer,twitter Top Replied-To in Entire Graph:
Top Replied-To in G2:
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Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: