The graph represents a network of 17,645 Twitter users whose recent tweets contained "Private Equity", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Friday, 25 June 2021 at 03:36 UTC.
The tweets in the network were tweeted over the 8-day, 14-hour, 11-minute period from Wednesday, 16 June 2021 at 12:14 UTC to Friday, 25 June 2021 at 02:26 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 : 17645
Unique Edges : 21424
Edges With Duplicates : 3512
Total Edges : 24936
Number of Edge Types : 5
Retweet : 12008
Tweet : 4004
Replies to : 1549
Mentions : 3064
MentionsInRetweet : 4311
Self-Loops : 4103
Reciprocated Vertex Pair Ratio : 0.0105992662046474
Reciprocated Edge Ratio : 0.0209762000806777
Connected Components : 3263
Single-Vertex Connected Components : 1883
Maximum Vertices in a Connected Component : 9889
Maximum Edges in a Connected Component : 15194
Maximum Geodesic Distance (Diameter) : 22
Average Geodesic Distance : 6.710975
Graph Density : 6.3701227623386E-05
Modularity : 0.804193
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 17,645 Twitter users whose recent tweets contained "Private Equity", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Friday, 25 June 2021 at 03:36 UTC.
The tweets in the network were tweeted over the 8-day, 14-hour, 11-minute period from Wednesday, 16 June 2021 at 12:14 UTC to Friday, 25 June 2021 at 02:26 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 : TwitterSearch
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 : Betweenness Centrality
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[17293] private,equity [4807] equity,firm [1490] equity,firms [1413] hunter,biden [1293] owned,private [1190] tier,group [1175] firm,cerberus [1166] cerberus,capital [1141] capital,management [1141] guy,hands Top Word Pairs in Tweet in G1:
[2057] private,equity [419] equity,firm [186] equity,firms [93] morrisons,rejects [90] equity,fund [75] venture,capital [65] bid,private [56] hedge,funds [52] owned,private [49] rejects,bid Top Word Pairs in Tweet in G2:
[1916] private,equity [683] equity,raid [683] raid,uk [683] uk,companies [683] companies,sparks [683] sparks,furious [683] furious,row [683] row,city [682] city,ft [681] equity,private Top Word Pairs in Tweet in G3:
[1024] private,equity [874] equity,firm [815] understand,labour [815] labour,quiet [815] quiet,accelerating [815] accelerating,privatisation [815] privatisation,nhs [815] nhs,thought [815] thought,director [815] director,communications Top Word Pairs in Tweet in G4:
[835] private,equity [735] equity,firm [711] guy,hands [693] based,private [691] owned,terra [691] terra,firma [691] firma,london [691] london,based [691] firm,run [691] run,william Top Word Pairs in Tweet in G5:
[780] private,equity [161] equity,firm [89] children's,homes [86] foster,care [80] children's,services [78] privitisation,children's [78] services,private [78] firm,sscp [77] sscp,spring [77] spring,topco Top Word Pairs in Tweet in G6:
[685] private,equity [678] hunter,biden [657] board,member [656] equity,manager [656] natural,gas [656] gas,board [656] member,author [656] author,art [656] art,selling [656] selling,500k Top Word Pairs in Tweet in G7:
[676] private,equity [442] owned,private [436] equity,firm [382] tier,group [381] group,owned [370] security,company [370] firm,cerberus [368] arkansas,based [368] based,security [368] company,tier Top Word Pairs in Tweet in G8:
[553] private,equity [187] raytheon,board [187] board,member [187] equity,fund [187] fund,people [182] we've,raytheon [182] member,leading [182] leading,dod [182] dod,we've [182] we've,private Top Word Pairs in Tweet in G9:
[584] private,equity [350] ok,homeowning [350] homeowning,better [350] better,renting [350] renting,theoretically [350] theoretically,economic [350] economic,system [350] system,property [350] property,owners [350] owners,rights Top Word Pairs in Tweet in G10:
[710] president,biden [710] hunter,biden [370] private,equity [355] biden,falsely [355] falsely,claims [355] claims,haven't [355] haven't,china [355] china,president [355] biden,went [355] went,china Top Replied-To in Entire Graph:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: