The graph represents a network of 5,032 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 3/7/2023 5:00:33 PM. The network was obtained from Twitter on Wednesday, 08 March 2023 at 05:02 UTC.
The tweets in the network were tweeted over the 6193-day, 9-hour, 23-minute period from Thursday, 23 March 2006 at 15:36 UTC to Wednesday, 08 March 2023 at 01:00 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 : 5032
Unique Edges : 5223
Edges With Duplicates : 9650
Total Edges : 14873
Number of Edge Types : 9
Quote : 4351
MentionsInQuote : 8765
Mentions : 722
MentionsInRetweet : 499
Retweet : 291
Tweet : 28
MentionsInReplyTo : 140
Replies to : 66
MentionsInQuoteReply : 11
Self-Loops : 86
Reciprocated Vertex Pair Ratio : 0.000913056710966826
Reciprocated Edge Ratio : 0.00182444759781066
Connected Components : 50
Single-Vertex Connected Components : 16
Maximum Vertices in a Connected Component : 4870
Maximum Edges in a Connected Component : 14542
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 2.141487
Graph Density : 0.000389714138004152
Modularity : 0.259391
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 5,032 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 3/7/2023 5:00:33 PM. The network was obtained from Twitter on Wednesday, 08 March 2023 at 05:02 UTC.
The tweets in the network were tweeted over the 6193-day, 9-hour, 23-minute period from Thursday, 23 March 2006 at 15:36 UTC to Wednesday, 08 March 2023 at 01:00 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:
[5060] social,graph [4940] web3,social [4783] #connected2023,web3 [4782] social,hackathon [4782] cyberconnecthq,social [4781] hackathon,cyberconnecthq [4769] favorite,project [4766] voted,favorite [4710] graph,protocol [4686] protocol,bnbchain Top Word Pairs in Tweet in G1:
[4784] social,graph [4747] web3,social [4746] #connected2023,web3 [4745] social,hackathon [4745] cyberconnecthq,social [4744] hackathon,cyberconnecthq [4732] favorite,project [4729] voted,favorite [4653] graph,protocol [4649] protocol,bnbchain Top Word Pairs in Tweet in G2:
[154] social,graph [145] web3,social [74] lens,protocol [72] protocol,web3 [72] aave,funder [72] funder,lens [72] lensprotocol,web3 [72] graph,polygon [72] graph,aave [72] polygon,blockchain Top Word Pairs in Tweet in G3:
[22] social,graph [12] graph,protocol [9] aaveaave,launching [9] launching,social [9] beginning,deso [9] one,huggee [9] protocol,beginning [9] huggee,aaveaave [8] deso,decentral [8] sandeepnailwal,one Top Word Pairs in Tweet in G4:
[15] social,graph [5] head,product [5] see,tokens [5] tokens,social [4] user,owned [4] fully,composable [4] product,iex's [4] themselves,community [4] owned,social [4] 'we,see Top Word Pairs in Tweet in G5:
[9] themselves,community [8] owned,social [8] #web3,platform [8] user,owned [8] social,graph [8] between,themselves [7] creators,influencers [7] links,between [6] platform,creators [6] subsmate,protocol Top Word Pairs in Tweet in G6:
[4] aliceinwandrlnd,glinner [4] gc_feminist,kaanfight [4] kaanfight,borederforce [4] borederforce,aliceinwandrlnd [4] wreckitropes,fretlessspace [4] glinner,wreckitropes [2] social,factor [2] lecanardnoir,unity_mot [2] left,handedness [2] unity_mot,gc_feminist Top Word Pairs in Tweet in G7:
[9] social,hackathon [9] cyberconnecthq,social [9] 000,100 [9] graph,protocol [9] prizes,sig [9] favorite,project [9] better,social [9] web3,social [9] bnbchain,join [9] hackathon,cyberconnecthq Top Word Pairs in Tweet in G8:
[8] strategically,partnering [8] harness,data [8] data,value [8] #web3,relation [8] partnering,relationlabs [8] promising,player [8] value,#web3 [8] relationlabs,harness [8] relation,promising [7] huobi_incubator,strategically Top Word Pairs in Tweet in G9:
[8] music,nft [8] market,cap [8] nfts,still [8] pfp,nfts [8] still,highest [8] entire,nft [8] cap,pfp [8] value,music [8] markets,social [8] social,financial Top Word Pairs in Tweet in G10:
[8] meets,eats [8] game,changer [8] carriers,banks [8] graph,meets [8] eats,cash [8] banks,social [8] payments,game [8] social,graph [8] firms,carriers [8] facebook,payments 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 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: