The graph represents a network of 19,925 Twitter users whose recent tweets contained "private equity", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 20,000 tweets, tweeted between 6/1/2023 12:00:00 AM and 8/16/2023 12:00:00 AM. The network was obtained from Twitter on Thursday, 17 August 2023 at 02:51 UTC.
The tweets in the network were tweeted over the 1911-day, 20-hour, 38-minute period from Tuesday, 22 May 2018 at 23:12 UTC to Wednesday, 16 August 2023 at 19:50 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 : 19925
Unique Edges : 12991
Edges With Duplicates : 22554
Total Edges : 35545
Number of Edge Types : 7
Replies to : 7612
MentionsInReplyTo : 13017
Tweet : 9548
Quote : 1306
Mentions : 3457
MentionsInQuote : 359
MentionsInQuoteReply : 246
Self-Loops : 11220
Reciprocated Vertex Pair Ratio : 0.0089494992542084
Reciprocated Edge Ratio : 0.017740232312566
Connected Components : 7108
Single-Vertex Connected Components : 4596
Maximum Vertices in a Connected Component : 7539
Maximum Edges in a Connected Component : 18092
Maximum Geodesic Distance (Diameter) : 25
Average Geodesic Distance : 8.598213
Graph Density : 3.57821453014554E-05
Modularity : 0.465881
NodeXL Version : 1.0.1.519
Data Import : The graph represents a network of 19,925 Twitter users whose recent tweets contained "private equity", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 20,000 tweets, tweeted between 6/1/2023 12:00:00 AM and 8/16/2023 12:00:00 AM. The network was obtained from Twitter on Thursday, 17 August 2023 at 02:51 UTC.
The tweets in the network were tweeted over the 1911-day, 20-hour, 38-minute period from Tuesday, 22 May 2018 at 23:12 UTC to Wednesday, 16 August 2023 at 19:50 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 : TwitterSearch3
Graph Term : private equity
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 : In-Degree
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[16407] private,equity [2439] equity,firm [1203] equity,firms [731] venture,capital [508] equity,fund [468] simon,schuster [397] equity,venture [307] equity,funds [284] hedge,funds [263] capital,private Top Word Pairs in Tweet in G1:
[6109] private,equity [1026] equity,firm [492] equity,firms [384] venture,capital [298] simon,schuster [202] equity,venture [153] firm,kkr [151] equity,fund [120] capital,private [120] learn,more Top Word Pairs in Tweet in G2:
[611] private,equity [210] equity,firm [90] equity,fund [77] jared,kushner [76] hunter,biden [41] hedge,fund [41] venture,capital [36] partners,private [36] white,house [35] joe,biden Top Word Pairs in Tweet in G3:
[1166] private,equity [211] equity,firm [102] equity,firms [40] venture,capital [37] firm,kkr [36] simon,schuster [33] equity,funds [33] private,credit [32] #privateequity,#venturecapital [29] hedge,funds Top Word Pairs in Tweet in G4:
[55] hobbitfella,squatsons [54] suny_nick,feroce1 [54] feroce1,goncharenkoua [54] samchaatouf,peterkuype30170 [54] john_bumblebee,nunl [54] peterkuype30170,john_bumblebee [53] randall020474,aafkedewit [48] aubynstgeorge,suny_nick [29] acknod,hobbitfella [24] private,equity Top Word Pairs in Tweet in G5:
[244] private,equity [42] equity,firm [35] joe,biden [23] equity,fund [21] equity,estate [20] hunter,yale [19] equity,world [19] consulting,private [19] lawyer,worked [18] strategic,advisory Top Word Pairs in Tweet in G6:
[205] private,equity [19] equity,firms [14] oil,gas [13] carried,interest [13] tax,loopholes [11] billion,carried [11] 500m,pay [11] 17b,cut [11] loopholes,440m [11] shutting,tax Top Word Pairs in Tweet in G7:
[255] private,equity [23] equity,ownership [19] equity,owned [18] health,care [16] equity,firm [13] equity,firms [12] systematic,review [11] physician,groups [11] publicly,traded [11] emergency,medicine Top Word Pairs in Tweet in G8:
[191] private,equity [16] college,sports [13] david,rubenstein [11] equity,firms [11] equity,giant [10] florida,state [10] equity,firm [9] makes,case [9] giant,david [9] rubenstein,makes Top Word Pairs in Tweet in G9:
[231] private,equity [26] equity,firms [16] oil,gas [14] equity,firm [12] equity,backed [10] unusual_whales,private [7] american,dream [7] equity,investors [6] gas,wells [6] equity,buying Top Word Pairs in Tweet in G10:
[174] private,equity [14] bbbyq,#bbbyq [9] vulture,private [8] equity,firms [7] equity,apollo [6] equity,firm [5] equity,shill [5] hotchy6,djenkins778 [5] phantomblack691,hotchy6 [5] equity,shills Top Replied-To in Entire Graph:
Top Replied-To in G1:
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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: