The graph represents a network of 5,574 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 2/14/2023 5:00:35 PM. The network was obtained from Twitter on Wednesday, 15 February 2023 at 04:51 UTC.
The tweets in the network were tweeted over the 2886-day, 8-hour, 40-minute period from Sunday, 22 March 2015 at 16:19 UTC to Wednesday, 15 February 2023 at 00:59 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 : 5574
Unique Edges : 3038
Edges With Duplicates : 9670
Total Edges : 12708
Number of Edge Types : 9
Retweet : 3411
MentionsInRetweet : 4579
Replies to : 1294
MentionsInReplyTo : 1963
Tweet : 801
Quote : 108
Mentions : 465
MentionsInQuote : 45
MentionsInQuoteReply : 42
Self-Loops : 1448
Reciprocated Vertex Pair Ratio : 0.0331937335194664
Reciprocated Edge Ratio : 0.0642546164239604
Connected Components : 867
Single-Vertex Connected Components : 318
Maximum Vertices in a Connected Component : 2114
Maximum Edges in a Connected Component : 5724
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.305411
Graph Density : 0.000214428953580912
Modularity : 0.519225
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 5,574 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 2/14/2023 5:00:35 PM. The network was obtained from Twitter on Wednesday, 15 February 2023 at 04:51 UTC.
The tweets in the network were tweeted over the 2886-day, 8-hour, 40-minute period from Sunday, 22 March 2015 at 16:19 UTC to Wednesday, 15 February 2023 at 00:59 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:
[2310] social,graph [1223] social,media [603] decentralized,social [398] traditional,social [396] messaricrypto,traditional [395] creator,monetization [395] disjointed,creator [395] entrants,disjointed [394] moat,entrants [394] impenetrable,moat Top Word Pairs in Tweet in G1:
[376] social,media [365] traditional,social [364] creator,monetization [364] disjointed,creator [364] entrants,disjointed [363] both,impenetrable [363] media,created [363] impenetrable,moat [363] messaricrypto,traditional [363] created,both Top Word Pairs in Tweet in G2:
[424] social,graph [135] decentralized,social [132] lens,protocol [124] graph,protocol [97] launching,social [96] beginning,deso [96] aaveaave,launching [96] protocol,beginning [96] one,huggee [96] huggee,aaveaave Top Word Pairs in Tweet in G3:
[214] social,graph [56] social,media [45] social,network [40] graph,needs [30] tm,power [24] lens,protocol [19] social,networks [15] decentralized,social [14] interest,graph [14] graph,data Top Word Pairs in Tweet in G4:
[318] social,graph [106] learn,more [103] more,#web3 [102] join,win [102] port3network,alongside [102] community,learn [102] chinese,community [102] win,port3 [102] graph,join [102] join,port3network Top Word Pairs in Tweet in G5:
[239] lucky,graph [239] index,park [239] power,index [239] jimin,name [239] index,sales [239] sales,index [239] park,jimin [239] media,index [239] itself,brand [239] index,power Top Word Pairs in Tweet in G6:
[153] social,graph [124] transport,social [124] 9th,run [124] run,free [124] programs,transport [124] february,9th [124] public,service [124] service,announcement [124] free,programs [124] until,february Top Word Pairs in Tweet in G7:
[95] harness,data [95] partnering,relationlabs [95] #web3,relation [95] relationlabs,harness [95] value,#web3 [95] data,value [95] relation,promising [95] strategically,partnering [95] promising,player [94] huobi_incubator,strategically Top Word Pairs in Tweet in G8:
[104] 20,years [104] linkedin,date [104] captive,social [104] lots,spam [104] uses,captive [104] old,lots [104] date,product [104] years,old [104] spam,older [104] product,20 Top Word Pairs in Tweet in G9:
[102] lens,exciting [102] decentralized,social [102] led,team [102] social,media [102] team,built [102] changing,protocols [102] built,industry [102] project,led [102] exciting,decentralized [102] industry,changing Top Word Pairs in Tweet in G10:
[98] social,graph [97] spotlight,need [97] possibilities,web3 [97] #decentralized,social [97] web3,games [97] need,#decentralized [97] graph,infinite [97] #cmccommunity,spotlight [97] infinite,possibilities [96] games,messagi Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G4:
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: