The graph represents a network of 5,527 Twitter users whose recent tweets contained "social graph", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 2/7/2023 5:00:35 PM. The network was obtained from Twitter on Wednesday, 08 February 2023 at 04:51 UTC.
The tweets in the network were tweeted over the 2879-day, 8-hour, 33-minute period from Sunday, 22 March 2015 at 16:19 UTC to Wednesday, 08 February 2023 at 00:52 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
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 : 5527
Unique Edges : 2680
Edges With Duplicates : 9671
Total Edges : 12351
Number of Edge Types : 9
Retweet : 3547
MentionsInRetweet : 4556
Replies to : 1155
MentionsInReplyTo : 1789
Tweet : 772
Mentions : 360
Quote : 96
MentionsInQuote : 33
MentionsInQuoteReply : 43
Self-Loops : 1346
Reciprocated Vertex Pair Ratio : 0.0331402831402831
Reciprocated Edge Ratio : 0.0641544690127686
Connected Components : 818
Single-Vertex Connected Components : 286
Maximum Vertices in a Connected Component : 2301
Maximum Edges in a Connected Component : 5811
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 3.942913
Graph Density : 0.000210266437239856
Modularity : 0.512258
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 5,527 Twitter users whose recent tweets contained "social graph", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 2/7/2023 5:00:35 PM. The network was obtained from Twitter on Wednesday, 08 February 2023 at 04:51 UTC.
The tweets in the network were tweeted over the 2879-day, 8-hour, 33-minute period from Sunday, 22 March 2015 at 16:19 UTC to Wednesday, 08 February 2023 at 00:52 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
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:
[2428] social,graph [1092] social,media [1012] decentralized,social [718] social,desoc [717] front,ends [710] data,users [710] underlying,social [708] present,data [708] graph,front [708] desoc,separates Top Word Pairs in Tweet in G1:
[709] social,graph [696] decentralized,social [692] social,desoc [692] front,ends [687] desoc,separates [687] underlying,social [687] graph,front [687] data,users [687] present,data [687] ends,present Top Word Pairs in Tweet in G2:
[366] social,graph [122] decentralized,social [90] graph,protocol [78] lens,protocol [75] one,huggee [75] launching,social [75] huggee,aaveaave [75] protocol,beginning [75] beginning,deso [75] aaveaave,launching Top Word Pairs in Tweet in G3:
[173] social,graph [49] social,media [43] social,network [32] graph,needs [25] tm,power [15] social,networks [14] graph,data [12] avacus,social [12] network,analysis [12] network,graph Top Word Pairs in Tweet in G4:
[240] lucky,graph [240] index,park [240] power,index [240] jimin,name [240] index,sales [240] sales,index [240] park,jimin [240] media,index [240] itself,brand [240] index,power Top Word Pairs in Tweet in G5:
[154] social,graph [125] transport,social [125] 9th,run [125] run,free [125] programs,transport [125] february,9th [125] public,service [125] service,announcement [125] free,programs [125] until,february Top Word Pairs in Tweet in G6:
[140] social,graph [74] graph,solana [74] solana,time [74] solana,bringing [74] time,portable [74] portable,social [74] bringing,solana [74] cyberconnect,solana [74] let's,cyberconnect [73] cyberconnecthq,let's Top Word Pairs in Tweet in G7:
[80] relation,promising [80] relationlabs,harness [80] promising,player [80] harness,data [80] #web3,relation [80] data,value [80] strategically,partnering [80] value,#web3 [80] partnering,relationlabs [79] huobi_incubator,strategically Top Word Pairs in Tweet in G8:
[88] 20,years [88] linkedin,date [88] captive,social [88] lots,spam [88] uses,captive [88] old,lots [88] date,product [88] years,old [88] spam,older [88] product,20 Top Word Pairs in Tweet in G9:
[83] nft,markets [83] market,cap [83] pfp,nfts [83] nfts,still [83] entire,nft [83] value,music [83] social,financial [83] financial,value [83] music,nft [83] markets,social Top Word Pairs in Tweet in G10:
[84] lens,exciting [84] decentralized,social [84] led,team [84] social,media [84] team,built [84] changing,protocols [84] built,industry [84] project,led [84] exciting,decentralized [84] industry,changing Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G7:
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: