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epstein_2019-08-12_17-33-54.xlsx (experimental version)
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From:
Connected Action NodeXL-Reports
Uploaded on:
August 13, 2019
Short Description:
epstein via NodeXL http://bit.ly/2N0lSLK
@realdonaldtrump
@w_terrence
@nytimes
@jamesstewartnyt
@vickypjward
@b52malmet
@tomfitton
@saracarterdc
@realdonaldtrik
@drawandstrike

Top hashtags:
#epstein
#jeffreyepstein
#americafirst
#qanon
#barr
#epsteinsuicidecoverup

Description:
Description
The graph represents a network of 14,313 Twitter users whose recent tweets contained "epstein", 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 Tuesday, 13 August 2019 at 01:09 UTC.

The tweets in the network were tweeted over the 22-minute period from Tuesday, 13 August 2019 at 00:11 UTC to Tuesday, 13 August 2019 at 00:33 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


Overall Graph Metrics
Vertices : 14313
Unique Edges : 22287
Edges With Duplicates : 8355
Total Edges : 30642
Self-Loops : 3376
Reciprocated Vertex Pair Ratio : 0.00264859041120488
Reciprocated Edge Ratio : 0.00528318782180434
Connected Components : 1576
Single-Vertex Connected Components : 892
Maximum Vertices in a Connected Component : 11268
Maximum Edges in a Connected Component : 27120
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 5.241106
Graph Density : 0.000109032245894969
Modularity : 0.618522
NodeXL Version : 1.0.1.418

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[273] https://saraacarter.com/epstein-attorney-he-was-concerned-for-his-life/
[179] https://www.dailymail.co.uk/news/article-7349729/Dozen-FBI-agents-raid-Jeffrey-Epsteins-Pedophile-Island.html
[148] https://www.nytimes.com/2019/08/12/business/jeffrey-epstein-interview.html
[92] https://therundownnews.com/2019/08/report-jeffrey-epstein-kept-meticulously-detailed-diaries/
[63] https://www.nytimes.com/2019/08/12/nyregion/epstein-barr.html
[58] https://www.dailymail.co.uk/news/article-7350257/Is-proof-Prince-Andrews-Epstein-girl-paraded-VIP-parties.html
[44] https://www.breitbart.com/crime/2019/08/12/fbi-agents-raid-jeffrey-epsteins-pedophile-island-in-the-caribbean/
[40] https://www.independent.co.uk/news/world/americas/jeffrey-epstein-suicide-death-guard-not-qualified-conspiracy-theory-autopsy-results-latest-a9055136.html
[36] https://www.nbcnews.com/news/us-news/fbi-agents-swarm-jeffrey-epstein-s-private-caribbean-island-n1041596
[30] https://www.zerohedge.com/news/2019-08-12/clinton-treasury-secretary-larry-summers-rode-epsteins-lolita-express

Top URLs in Tweet in G1:
[203] https://saraacarter.com/epstein-attorney-he-was-concerned-for-his-life/
[58] https://www.dailymail.co.uk/news/article-7349729/Dozen-FBI-agents-raid-Jeffrey-Epsteins-Pedophile-Island.html
[28] https://www.breitbart.com/crime/2019/08/12/fbi-agents-raid-jeffrey-epsteins-pedophile-island-in-the-caribbean/
[22] https://dailycaller.com/2019/08/11/mitchell-epstein-supreme-court/
[17] https://www.dailymail.co.uk/news/article-7350257/Is-proof-Prince-Andrews-Epstein-girl-paraded-VIP-parties.html
[14] https://www.breitbart.com/politics/2019/08/12/ny-post-jeffrey-epstein-used-bedsheet-to-hang-himself/
[13] https://www.zerohedge.com/news/2019-08-12/clinton-treasury-secretary-larry-summers-rode-epsteins-lolita-express
[12] https://www.sebgorka.com/who-jeffrey-epstein-knew-and-why-it-really-matters/
[7] https://dailycaller.com/2019/08/12/william-barr-jeffrey-epstein-co-conspirators/
[6] https://www.breitbart.com/politics/2019/08/12/report-jeffrey-epsteins-cellmate-transferred-out-on-eve-of-his-death/

Top URLs in Tweet in G2:
[69] https://www.nytimes.com/2019/08/12/business/jeffrey-epstein-interview.html
[39] https://www.nytimes.com/2019/08/12/nyregion/epstein-barr.html
[19] https://www.rawstory.com/2019/08/yes-it-matters-that-trump-spread-a-lie-about-the-clintons-murdering-jeffrey-epstein/
[18] https://www.nbcnews.com/news/us-news/fbi-agents-swarm-jeffrey-epstein-s-private-caribbean-island-n1041596
[14] https://www.nytimes.com/2019/08/12/business/jeffrey-epstein-interview.html?smid=nytcore-ios-share
[12] https://www.nytimes.com/2019/08/12/us/politics/trump-epstein-conspiracy-theories.html
[9] https://www.politicususa.com/2019/08/12/the-fbi-is-livid-over-trump-tweeting-epstein-conspiracy-theory.html
[8] https://www.nytimes.com/2019/08/12/nyregion/epstein-barr.html?smid=nytcore-ios-share
[7] https://pagesix.com/2018/08/11/steve-bannon-trying-to-get-on-disgraced-jeffrey-epsteins-good-side/
[6] https://www.nytimes.com/2019/08/12/business/jeffrey-epstein-interview.html#click=https://t.co/pUjJXyZG0J

Top URLs in Tweet in G3:
[36] https://www.dailymail.co.uk/news/article-7349729/Dozen-FBI-agents-raid-Jeffrey-Epsteins-Pedophile-Island.html
[17] https://www.dailymail.co.uk/news/article-7350257/Is-proof-Prince-Andrews-Epstein-girl-paraded-VIP-parties.html
[15] https://www.pscp.tv/w/cCH0nzUwMzY4MDB8MVJER2x2eWR3cWt4TNhN3Hum9O1K_-xV8cb4IWeAVxXQHgsNeIj5K_zgQFXw
[15] https://saraacarter.com/epstein-attorney-he-was-concerned-for-his-life/
[12] https://www.pscp.tv/WayneDupreeShow/1RDGlvydwqkxL
[8] https://www.thegatewaypundit.com/2019/08/here-it-is-complete-list-of-clinton-associates-who-allegedly-died-mysteriously-or-committed-suicide-before-testimony-including-jeffrey-epstein/
[7] https://www.dailymail.co.uk/news/article-7350469/Bill-Gates-flew-Jeffrey-Epstein-Loliota-Express-2013-years-pedophile-prison-stay.html
[7] https://www.zerohedge.com/news/2019-08-12/epsteins-death-may-be-turning-point-publics-willingness-accept-official-bullshit
[6] https://www.pscp.tv/w/cCHuqzFlUkV4cU54ekdiUXd8MU93eFdrTkVaUWp4Uc-hkVRf6lkv1uNmitz0iWW8JZymJg47raSZrBvGeC1O
[6] https://www.breitbart.com/crime/2019/08/12/fbi-agents-raid-jeffrey-epsteins-pedophile-island-in-the-caribbean/

Top URLs in Tweet in G4:
[9] https://www.thedailybeast.com/serial-hoaxers-jacob-wohl-and-jack-burkman-swear-theyll-solve-epstein-death
[9] https://www.aol.com/article/news/2019/08/12/ag-barr-says-there-were-serious-irregularities-at-jail-where-epstein-died/23792022/
[6] https://www.patreon.com/posts/29114632
[6] https://www.nytimes.com/2019/08/12/business/jeffrey-epstein-interview.html
[5] https://twitter.com/soccerben/status/1161013933890789378?s=20
[5] https://apple.news/AQEtF-TqiQlG0pYfXWEwV_g
[5] https://www.rawstory.com/2019/08/watch-fbi-agents-raid-pedophile-island-as-jeffrey-epstein-investigation-continues-after-his-death/#.XVIAqjzatSA.twitter
[5] https://www.nytimes.com/2019/08/12/nyregion/epstein-barr.html
[5] https://www.thedailybeast.com/jeffrey-epstein-told-writer-james-b-stewart-he-knew-dirty-secrets?source=articles&via=rss
[4] https://www.politico.com/story/2019/08/09/epstein-mar-a-lago-trump-1456221

Top URLs in Tweet in G5:
[24] https://www.nytimes.com/2019/08/12/business/jeffrey-epstein-interview.html
[12] https://www.nytimes.com/2019/08/12/us/politics/trump-epstein-conspiracy-theories.html?partner=IFTTT
[11] https://www.cnn.com/2019/08/12/us/jeffrey-epstein-associates-investigation/index.html
[9] https://www.foxnews.com/us/federal-agents-search-jeffrey-epsteins-home-in-virgin-islands
[7] https://www.nbcnews.com/news/us-news/fbi-agents-swarm-jeffrey-epstein-s-private-caribbean-island-n1041596
[7] https://www.dailymail.co.uk/news/article-7349729/Dozen-FBI-agents-raid-Jeffrey-Epsteins-Pedophile-Island.html
[6] https://www.nytimes.com/2019/08/12/nyregion/epstein-barr.html
[5] https://www.foxnews.com/us/federal-judge-overseeing-key-lawsuit-relating-to-pedophile-jeffrey-epstein-dies
[5] https://www.breitbart.com/crime/2019/08/12/fbi-agents-raid-jeffrey-epsteins-pedophile-island-in-the-caribbean/
[4] https://www.thegatewaypundit.com/2019/08/bill-barr-we-are-now-learning-of-serious-irregularities-that-are-deeply-concerning-at-jail-where-epstein-found-dead-video/?utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G6:
[71] https://therundownnews.com/2019/08/report-jeffrey-epstein-kept-meticulously-detailed-diaries/
[26] https://www.dailymail.co.uk/news/article-7349729/Dozen-FBI-agents-raid-Jeffrey-Epsteins-Pedophile-Island.html
[17] https://saraacarter.com/epstein-attorney-he-was-concerned-for-his-life/
[12] https://www.dailymail.co.uk/news/article-7350257/Is-proof-Prince-Andrews-Epstein-girl-paraded-VIP-parties.html
[10] https://www.pscp.tv/w/cCHnNzE0NTE3ODg2fDFZcEprdmxXbGxkR2qcuNhdR_Gei-zATqE1aw1Z6jLRW5pHMyAXnCHyo-fO6A==
[9] https://www.pscp.tv/w/cCHDqTE0MDc0NTN8MVlwS2t2bG1ZRE54atmV5fJjRcLDLC5Ggz00UxgEQUSoTKRlGb2v_2TA7giT
[7] https://www.dailymail.co.uk/news/article-7350469/Bill-Gates-flew-Jeffrey-Epstein-Loliota-Express-2013-years-pedophile-prison-stay.html
[6] https://www.mercurynews.com/2019/08/12/queen-maintains-support-for-prince-andrew-after-jeffrey-epsteins-suicide/
[4] https://www.dailymail.co.uk/news/article-7349961/Jeffrey-Epstein-death-leads-absentee-guards-lawyer-union-boss-goes-President-Trump.html
[3] https://humanevents.com/2019/08/12/counterpoint-jeffrey-epstein-almost-certainly-committed-suicide/

Top URLs in Tweet in G7:
[9] https://nypost.com/2019/08/12/jeffrey-epstein-hanged-himself-with-prison-bedsheet-source/?utm_source=twitter_sitebuttons&utm_medium=site%20buttons&utm_campaign=site%20buttons
[8] https://www.thegatewaypundit.com/2019/08/clean-up-operation-a-dozen-fbi-agents-raid-epsteins-orgy-island-on-monday-after-his-death/
[8] https://saraacarter.com/epstein-attorney-he-was-concerned-for-his-life/
[6] https://www.thegatewaypundit.com/2019/08/here-it-is-complete-list-of-clinton-associates-who-allegedly-died-mysteriously-or-committed-suicide-before-testimony-including-jeffrey-epstein/
[6] https://www.thegatewaypundit.com/2019/08/report-epstein-found-hanging-in-jail-cell-with-prison-bedsheet-wrapped-around-his-neck/
[5] https://www.thegatewaypundit.com/2019/08/bill-barr-let-me-assure-you-that-this-case-will-continue-against-anyone-complicit-with-epstein-video/
[4] https://www.thegatewaypundit.com/2019/08/report-jeffrey-epstein-was-considering-cooperating-in-naming-names-to-reduce-his-sentence-then-he-was-found-dead/
[4] https://bluntforcetruth.com/news/epstein-was-taken-off-of-suicide-watch-at-request-of-his-attorneys/
[3] https://trendingpolitics.com/former-mcc-inmate-there-is-no-way-epstein-killed-himself/?utm_source=realjack&utm_medium=twitter
[3] https://www.thegatewaypundit.com/2019/08/exclusive-former-clinton-and-obama-economist-and-harvard-president-larry-summers-took-flight-to-epsteins-orgy-island-on-his-honeymoon/

Top URLs in Tweet in G8:
[7] https://www.nytimes.com/2019/08/12/business/jeffrey-epstein-interview.html
[5] https://www.wsj.com/articles/there-were-serious-irregularities-at-federal-jail-where-jeffrey-epstein-died-barr-says-11565622895
[3] https://www.nytimes.com/2019/08/11/business/jeffrey-epstein-finances.html
[3] https://www.cnn.com/2019/08/12/politics/trump-conspiracy-theories-jeffrey-epstein/index.html
[2] https://www.dailymail.co.uk/news/article-7349729/Dozen-FBI-agents-raid-Jeffrey-Epsteins-Pedophile-Island.html
[2] https://www.vanityfair.com/news/2019/08/the-mystery-of-ghislaine-maxwell-epstein-enabler
[2] https://www.nytimes.com/2019/08/12/us/politics/trump-epstein-conspiracy-theories.html?emc=rss&partner=rss&utm_source=dlvr.it&utm_medium=twitter
[2] https://www.reuters.tv/l/PcS3/2019/08/12/william-barr-addresses-police-conference-in-new-orleans
[2] https://www.nytimes.com/2019/08/12/nyregion/epstein-barr.html
[2] https://www.miamiherald.com/opinion/editorials/article233744062.html

Top URLs in Tweet in G9:
[9] https://saraacarter.com/epstein-attorney-he-was-concerned-for-his-life/
[5] https://www.dailymail.co.uk/news/article-7350469/Bill-Gates-flew-Jeffrey-Epstein-Loliota-Express-2013-years-pedophile-prison-stay.html?ito=amp_twitter_share-top
[4] https://www.dailymail.co.uk/news/article-7349729/Dozen-FBI-agents-raid-Jeffrey-Epsteins-Pedophile-Island.html
[4] https://www.newsmax.com/us/epstein-autopsy-suicide/2019/08/11/id/928214/
[3] https://www.thesun.co.uk/news/9702330/jeffrey-epstein-diaries-donald-trump-clinton/
[2] https://www.bostonglobe.com/news/nation/2019/07/08/nude-photos-underage-girls-seized-from-epstein-mansion/E93Nw1OTmfDqeculXAyZgL/story.html
[2] https://www.mirror.co.uk/news/world-news/jeffrey-epsteins-secret-diaries-threaten-18909521
[2] https://dcdirtylaundry.com/trump-wants-investigation-into-any-possible-clinton-links-to-epsteins-death/
[2] https://dcdirtylaundry.com/theres-no-way-jeffrey-epstein-could-have-killed-himself-says-former-inmate/
[2] https://dcdirtylaundry.com/7-unanswered-questions-about-epsteins-death-that-the-media-needs-to-be-talking-about/

Top URLs in Tweet in G10:
[18] https://threadreaderapp.com/thread/1161006911560589319.html
[14] https://pagesix.com/2018/08/11/steve-bannon-trying-to-get-on-disgraced-jeffrey-epsteins-good-side/
[6] https://www.townandcountrymag.com/society/money-and-power/a28397298/jeffrey-epstein-homes-real-estate-properties/
[3] https://www.newsweek.com/ivanka-trump-diamonds-caught-alleged-money-laundering-scheme-757168?utm_campaign=NewsweekTwitter&utm_source=Twitter&utm_medium=Social
[3] https://spectator.us/epstein-photos-trump-girls/
[2] https://www.nbcnews.com/news/us-news/fbi-agents-swarm-jeffrey-epstein-s-private-caribbean-island-n1041596
[2] https://www.thedailybeast.com/jeffrey-epstein-told-writer-james-b-stewart-he-knew-dirty-secrets/?via=twitter_page
[2] https://trib.al/mwbyoPG
[2] https://www.blacklistednews.com/article/74243/jeffrey-epsteins-pilot-deletes-instagram-after-kellyanne-conway-pic.html?utm_source=dlvr.it&utm_medium=twitter
[2] https://www.thedailybeast.com/jeffrey-epsteins-death-once-again-denies-his-victims-justice?source=twitter&via=desktop

Top Domains
Top Domains in Tweet in Entire Graph:
[481] co.uk
[431] twitter.com
[358] nytimes.com
[276] saraacarter.com
[224] youtube.com
[143] breitbart.com
[121] nypost.com
[115] foxnews.com
[114] thegatewaypundit.com
[113] zerohedge.com

Top Domains in Tweet in G1:
[206] saraacarter.com
[98] co.uk
[76] breitbart.com
[49] twitter.com
[31] dailycaller.com
[30] truepundit.com
[28] youtube.com
[26] zerohedge.com
[24] foxnews.com
[17] thegatewaypundit.com

Top Domains in Tweet in G2:
[167] nytimes.com
[35] twitter.com
[28] nbcnews.com
[23] trib.al
[23] rawstory.com
[20] nypost.com
[16] co.uk
[14] politicususa.com
[8] cnn.com
[8] dailywire.com

Top Domains in Tweet in G3:
[87] co.uk
[34] pscp.tv
[18] twitter.com
[15] saraacarter.com
[12] breitbart.com
[11] thegatewaypundit.com
[9] zerohedge.com
[6] explainlife.com
[5] westernjournal.com
[5] foxnews.com

Top Domains in Tweet in G4:
[19] nytimes.com
[17] twitter.com
[16] thedailybeast.com
[9] rawstory.com
[9] aol.com
[6] patreon.com
[6] politico.com
[5] nypost.com
[5] apple.news
[5] palmerreport.com

Top Domains in Tweet in G5:
[98] twitter.com
[64] nytimes.com
[36] co.uk
[31] youtube.com
[26] foxnews.com
[17] cnn.com
[16] nbcnews.com
[13] breitbart.com
[12] thegatewaypundit.com
[12] zerohedge.com

Top Domains in Tweet in G6:
[71] therundownnews.com
[59] co.uk
[23] pscp.tv
[17] saraacarter.com
[9] nypost.com
[6] mercurynews.com
[4] twitter.com
[4] theepochtimes.com
[4] truepundit.com
[4] breitbart.com

Top Domains in Tweet in G7:
[43] thegatewaypundit.com
[12] nypost.com
[11] twitter.com
[8] trendingpolitics.com
[8] saraacarter.com
[7] breitbart.com
[5] co.uk
[5] bluntforcetruth.com
[4] ilovemyfreedom.org
[4] summit.news

Top Domains in Tweet in G8:
[17] nytimes.com
[5] wsj.com
[4] thedailybeast.com
[4] twitter.com
[3] rawstory.com
[3] cnn.com
[3] miamiherald.com
[2] co.uk
[2] vanityfair.com
[2] ctvnews.ca

Top Domains in Tweet in G9:
[20] co.uk
[9] saraacarter.com
[8] dcdirtylaundry.com
[5] twitter.com
[4] newsmax.com
[3] pscp.tv
[3] thegatewaypundit.com
[2] bostonglobe.com
[2] dcclothesline.com
[2] justtherealnews.com

Top Domains in Tweet in G10:
[20] threadreaderapp.com
[14] pagesix.com
[10] thedailybeast.com
[7] twitter.com
[6] townandcountrymag.com
[4] cafe.com
[3] newsweek.com
[3] businessinsider.com
[3] nytimes.com
[3] trib.al

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1284] epstein
[461] jeffreyepstein
[163] americafirst
[146] qanon
[143] barr
[141] epsteinsuicidecoverup
[113] epsteinsuicide
[83] dts
[76] clintonbodycount
[73] maga



Top Hashtags in Tweet in G1:
[310] epstein
[255] jeffreyepstein
[161] americafirst
[82] dts
[65] qanon
[29] jeffepstein
[20] maga
[19] clintonbodycount
[19] wwg1wga
[18] epsteinsuicidecoverup

Top Hashtags in Tweet in G2:
[69] epstein
[35] jeffreyepstein
[13] cnn
[12] barr
[12] thelead
[10] sitroom
[9] outfront
[8] epsteinsuicidecoverup
[8] epsteinsuicide
[8] ac360

Top Hashtags in Tweet in G3:
[47] epstein
[24] jeffreyepstein
[13] clintonbodycount
[12] clintonsbodycount
[5] clintoncrimefamily
[5] qanon
[5] epsteinsuicidecoverup
[4] epsteinsuicide
[3] maga
[3] mondaymotivation

Top Hashtags in Tweet in G4:
[146] epstein
[95] barr
[10] tuckfrump
[5] epsteintrumpscandal
[3] epsteinsuicide
[3] epsteinisland
[3] epsteingate
[2] rapeisland
[2] epsteintrumpbff
[2] detective

Top Hashtags in Tweet in G5:
[52] epstein
[28] epsteinsuicide
[19] epsteinsuicidecoverup
[11] epsteinisland
[9] pizzagate
[9] ghislainemaxwell
[8] inners
[8] epsteincoverup
[8] florida
[8] politics

Top Hashtags in Tweet in G6:
[159] epstein
[16] jeffreyepstein
[15] qanon
[11] q
[6] epsteinsuicide
[6] tartaglione
[3] epsteinisland
[3] littlesaintjames
[2] enemyofthepeople
[2] clinton

Top Hashtags in Tweet in G7:
[31] epstein
[10] epsteinsuicidecoverup
[10] jeffreyepstein
[6] bengarrisoncartoon
[6] mondaymotivation
[6] clintonbodycount
[6] epsteinsuicide
[5] wwg1wga
[4] patriotsawakened
[4] support4trump

Top Hashtags in Tweet in G8:
[5] epstein
[3] epsteincoverup
[2] ghislainemaxwell
[1] esptein
[1] epsteinsuicide
[1] epsteinmurdered
[1] trump
[1] trumpepstein
[1] jeffreyepstein
[1] barrcoverup

Top Hashtags in Tweet in G9:
[13] jeffreyepstein
[12] epstein
[6] morningjoe
[6] maddow
[6] maga
[2] thedilleyshow
[2] redflaglaws
[2] justtherealnews
[2] themighty200
[2] mondaymotivation

Top Hashtags in Tweet in G10:
[9] epstein
[7] barr
[2] barrkilledepstein
[2] williambarr
[2] billbarr
[1] foxnews
[1] inners
[1] gopfascists
[1] gopracists
[1] epsteinbarrsyndrome

Top Words
Top Words in Tweet in Entire Graph:
[15304] Words in Sentiment List#1: Positive
[28023] Words in Sentiment List#2: Negative
[213] Words in Sentiment List#3: Angry/Violent
[577264] Non-categorized Words
[620597] Total Words
[17860] epstein
[6410] jeffrey
[5735] s
[3869] epstein's
[3331] trump

Top Words in Tweet in G1:
[2573] epstein
[934] s
[871] jeffrey
[729] fbi
[601] death
[589] island
[530] epstein's
[498] clinton
[429] realdonaldtrump
[420] now

Top Words in Tweet in G2:
[2958] epstein
[1332] jeffrey
[889] s
[716] epstein's
[584] jamesstewartnyt
[583] people
[542] sex
[518] powerful
[483] year
[477] barr

Top Words in Tweet in G3:
[2207] epstein
[1006] tissue
[847] suicide
[779] s
[724] island
[598] fbi
[596] cell
[586] jeffery
[555] clinton
[543] show

Top Words in Tweet in G4:
[850] barr
[747] epstein
[473] trump
[468] bill
[453] s
[421] france
[417] jeffrey
[301] think
[290] suicide
[282] friend

Top Words in Tweet in G5:
[826] epstein
[329] jeffrey
[207] s
[148] death
[140] epstein's
[131] suicide
[125] trump
[102] barr
[76] people
[70] conspiracy

Top Words in Tweet in G6:
[713] epstein
[382] jeffrey
[344] island
[287] s
[200] t
[189] fbi
[169] case
[164] barr
[156] #epstein
[155] raid

Top Words in Tweet in G7:
[558] epstein
[345] jeffrey
[278] s
[244] island
[188] clinton
[175] bill
[156] warned
[155] trump
[135] back
[133] way

Top Words in Tweet in G8:
[521] epstein
[345] island
[211] maxwell
[191] jeffrey
[172] thought
[163] friend
[157] policy
[154] video
[152] completely
[152] wired

Top Words in Tweet in G9:
[656] epstein
[234] epstein's
[199] now
[142] out
[136] good
[133] people
[130] diaries
[127] masters
[126] never
[125] need

Top Words in Tweet in G10:
[1239] epstein
[861] trump
[640] goldsh0es
[567] unseatpac
[508] shotgunzen
[471] december
[466] epstein's
[398] pattyarquette
[351] thedailybeast
[347] evidence

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[4896] jeffrey,epstein
[2650] epstein,s
[1283] jeffrey,epstein's
[944] bill,clinton
[928] jeffery,epstein
[785] epstein,suicide
[749] bill,barr
[740] powerful,people
[685] fbi,agents
[662] co,conspirators

Top Word Pairs in Tweet in G1:
[562] jeffrey,epstein
[457] epstein,s
[224] jeffrey,epstein's
[217] fbi,agents
[212] bill,clinton
[207] concerned,life
[206] attorney,concerned
[202] #jeffreyepstein,attorney
[166] justice,dept
[161] #maga,#dobbs

Top Word Pairs in Tweet in G2:
[1035] jeffrey,epstein
[459] last,year
[404] powerful,people
[321] dirt,powerful
[286] epstein,s
[282] epstein,dirt
[275] visited,jeffrey
[274] jeffrey,epstein's
[269] exclusive,jamesstewartnyt
[269] jamesstewartnyt,visited

Top Word Pairs in Tweet in G3:
[581] jeffery,epstein
[521] epstein,suicide
[503] suicide,shady
[503] shady,cell
[503] cell,tissue
[503] tissue,here
[503] here,live
[503] live,demonstration
[503] demonstration,roll
[503] roll,tissue

Top Word Pairs in Tweet in G4:
[323] jeffrey,epstein
[323] bill,barr
[299] epstein,s
[209] barr,full
[209] men,women
[207] ignore,bill
[207] full,bull
[207] bull,pay
[207] pay,attention
[207] attention,france

Top Word Pairs in Tweet in G5:
[267] jeffrey,epstein
[112] epstein,s
[58] jeffrey,epstein's
[51] epstein's,death
[32] powerful,people
[30] epstein,told
[28] fbi,agents
[25] s,death
[24] dirt,powerful
[24] epstein,suicide

Top Word Pairs in Tweet in G6:
[292] jeffrey,epstein
[129] epstein,s
[87] jeffrey,epstein's
[85] ag,barr
[81] s,island
[80] wasn,t
[80] roger,stone
[79] #epstein,s
[76] epstein,kept
[74] more,agents

Top Word Pairs in Tweet in G7:
[307] jeffrey,epstein
[217] epstein,s
[145] bill,clinton
[141] s,island
[124] way,back
[124] back,2015
[124] 2015,donald
[124] donald,trump
[124] trump,warned
[124] warned,bill

Top Word Pairs in Tweet in G8:
[150] maxwell,island
[150] island,completely
[150] completely,wired
[150] wired,video
[150] video,friend
[150] friend,thought
[150] thought,epstein
[150] epstein,videotaping
[150] videotaping,everyone
[150] everyone,island

Top Word Pairs in Tweet in G9:
[114] co,conspirators
[97] jeffrey,epstein
[85] never,getting
[85] getting,out
[80] detailed,diaries
[77] now,epstein
[76] president,trump's
[76] trump's,first
[76] first,2
[76] 2,5

Top Word Pairs in Tweet in G10:
[555] goldsh0es,unseatpac
[479] unseatpac,shotgunzen
[386] shotgunzen,pattyarquette
[340] thedailybeast,nymag
[322] pattyarquette,thedailybeast
[190] tech,journalist
[171] epstein,agent
[154] trump,epstein
[118] journalist,interviewed
[118] interviewed,epstein

Top Replied-To
Top Replied-To in Entire Graph:
@goldsh0es
@jamesstewartnyt
@drawandstrike
@potus
@justinwhang
@realdonaldtrump
@sethabramson
@hillaryclinton
@ewarren
@mattgaetz

Top Replied-To in G1:
@potus
@realdonaldtrump
@saracarterdc
@tomfitton
@donaldjtrumpjr
@drawandstrike
@breakingnlive
@stormisuponus
@goldsh0es
@drpaulgosar

Top Replied-To in G2:
@jamesstewartnyt
@goldsh0es
@nypost
@davidenrich
@jonathan4ny
@yashar
@maggienyt
@nytimes
@kcaddison68
@selectedwisdom

Top Replied-To in G3:
@w_terrence
@c_3c_3
@thebradfordfile
@jasoninthehouse
@drawandstrike
@catturd2
@1madrabbit
@neiman_rockford
@trumpwarroom
@maruakalina

Top Replied-To in G4:
@peterdaou
@jkf3500
@b52malmet
@girlsreallyrule
@adamparkhomenko
@haygoodlaw
@carbonlolly
@laurabeeden
@glennkesslerwp
@henri_pew

Top Replied-To in G6:
@jackposobiec
@_montana_bound_
@goldenspur2
@robbystarbuck
@fool_nelson
@debramessing
@kbq225
@joestradamus91
@protestchris
@cmweeks

Top Replied-To in G7:
@mitchellvii
@gatewaypundit
@realjack
@typingliterally
@prisonplanet
@chuckwoolery
@janelytv
@elvetwelve
@farrukh_shamsi
@arizonakayte

Top Replied-To in G8:
@vickypjward
@goldsh0es
@timinhonolulu
@klasfeldreports
@stbridgetathena
@theeliasrework
@stephenklebs
@tomilahren
@thisweekabc
@sikntyrd54

Top Replied-To in G9:
@drawandstrike
@sirhublife
@tracybeanz
@fuctupmike
@i_wantchips
@rodrosenstein
@qillbox
@janicemontana
@steelsmack
@saywhenla

Top Replied-To in G10:
@goldsh0es
@sethabramson
@mannyotiko
@nymag
@brianwmunz
@jonathan4ny
@kwikwarren
@shelivestorun
@aamanlamba
@uptowneastside

Top Mentioned
Top Mentioned in Entire Graph:
@unseatpac
@shotgunzen
@realdonaldtrump
@jamesstewartnyt
@pattyarquette
@thedailybeast
@nymag
@nytimes
@gatewaypundit
@youtube

Top Mentioned in G1:
@realdonaldtrump
@tomfitton
@potus
@breitbartnews
@lisamei62
@genflynn
@stormisuponus
@mattwhitaker46
@seancordicon
@jsolomonreports

Top Mentioned in G2:
@jamesstewartnyt
@nytimes
@elonmusk
@tesla
@miamiherald
@karascannell
@jonathan4ny
@ktbenner
@aliwatkins
@unseatpac

Top Mentioned in G3:
@mailonline
@theunitedspot
@w_terrence
@realdonaldtrump
@gatewaypundit
@waynedupreeshow
@ingrahamangle
@tgowdysc
@michaelsalla
@dadrepublican

Top Mentioned in G4:
@realtuckfrumper
@redtraccoon
@docrocktex26
@bobney
@arimelber
@paglia_ng
@brookeonair
@politico
@newyorkstateag
@kathlee72011373

Top Mentioned in G5:
@vencedormrt

Top Mentioned in G6:
@thunderb
@jackposobiec
@realdonaldtrump
@cernovich
@joebev49
@nsa_qil2
@cheerio15
@saracarterdc
@ljcambria
@kathymicale

Top Mentioned in G7:
@gatewaypundit
@nypmetro
@cristinalaila1
@realdonaldtrump
@breitbartnews
@jennajameson
@thro_e
@janelytv
@sgt
@bigleaguepol

Top Mentioned in G8:
@mailonline
@thedailybeast
@unseatpac
@shotgunzen
@pattyarquette
@nymag
@courthousenews
@klasfeldreports
@tinapb17
@blaskey_s

Top Mentioned in G9:
@drawandstrike
@carrollquigley1
@dcclothesline
@benktallmadge
@newsmax
@catesduane
@rising_serpent
@almostjingo
@tracybeanz
@thechiiium

Top Mentioned in G10:
@unseatpac
@shotgunzen
@pattyarquette
@thedailybeast
@nymag
@sethabramson
@goldsh0es
@annemilgram
@jamesstewartnyt
@foxnews

Top Tweeters
Top Tweeters in Entire Graph:
@caraotadigital
@la_patilla
@pulpnews
@missb62
@thebookofginko
@_mrdavidjones
@tomthunkitsmind
@oldlady12345
@alllibertynews
@phildecarolis

Top Tweeters in G1:
@plantflowes
@lynn_weiser
@rowast
@homerwhite
@miller_gwen
@powerglobalus
@5b20be6386164f8
@otiose94
@lacerci65
@eyegloarts

Top Tweeters in G2:
@_mrdavidjones
@oldlady12345
@solutioneer72
@argojournal
@phillip92321
@sddphoto
@paxnostrum
@redostoneage
@metaquest
@gpwriter

Top Tweeters in G3:
@missyjo79
@joefreedomlove
@patriotmarie
@repubblica
@starcoreone02
@skyjones55
@janiek13
@aliashere
@kurtschlichter
@ymcglaun

Top Tweeters in G4:
@cherokeesher2
@kak089
@russelltim151
@jilevin
@ecclesias
@briangrnotabot
@docrocktex26
@sylviaz1913
@thetobster111
@smilan317

Top Tweeters in G5:
@caraotadigital
@pulpnews
@currentsocials
@tc_istihbarat
@gottalaff
@marciojmsilva
@atodomomento_
@mauneobux
@cahulaan
@venepress

Top Tweeters in G6:
@jim_peoples_
@babysgramma
@serafinos
@rentonmagauk
@chatbycc
@holmesdonna1
@kyleraccio
@ldiamond39
@cheerio15
@lrihendry

Top Tweeters in G7:
@jver1
@marylene58
@businessinsider
@mjgranger1
@tgradous
@clark7950
@fl85
@bryan700
@trphrophet
@nancy73gg

Top Tweeters in G8:
@mharvey816
@b140tweet
@damonbethea1
@mastaofmp3s
@ungubunugu1274
@miss_placed_
@79topper
@duganjames
@tigerbeat
@penny_g

Top Tweeters in G9:
@pmgeezer
@drawandstrike
@chris11962
@dsshep1959
@tevet
@mindfulnesswins
@webb_carrie
@catsofvelvet
@comradearthur
@teemlisa

Top Tweeters in G10:
@missb62
@billm9
@debi129
@threadreaderapp
@awelab1956
@gregmroscoe
@thedailybeast
@lovealaska1105
@laurawalkerkc
@snarkytoes


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