trump epstein, Twitter, 8/17/2019 4:55:42 PM, 207152
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trump epstein_2019-08-17_07-03-45.xlsx
trump epstein_2019-08-17_07-03-45.xlsx
View an interactive version of this graph (experimental)
From:
Connected Action NodeXL-Reports
Uploaded on:
August 17, 2019
Short Description:
trump epstein via NodeXL http://bit.ly/2YTaiJE
@w_terrence
@sethabramson
@realdonaldtrump
@billmaher
@ga_peach3102
@prayingmedic
@barbara41521366
@dennisl68278929
@gregolear
@r3df0x0n3

Top hashtags:
#epstein
#trump
#qanon
#maga
#breaking
#clinton
#jeffreyepstein

Description:
Description
The graph represents a network of 18,376 Twitter users whose recent tweets contained "trump 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 Saturday, 17 August 2019 at 14:40 UTC.

The tweets in the network were tweeted over the 14-hour, 13-minute period from Friday, 16 August 2019 at 23:49 UTC to Saturday, 17 August 2019 at 14:03 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 : 18376
Unique Edges : 21260
Edges With Duplicates : 2274
Total Edges : 23534
Self-Loops : 962
Reciprocated Vertex Pair Ratio : 0.00412971045098315
Reciprocated Edge Ratio : 0.00822545216619152
Connected Components : 725
Single-Vertex Connected Components : 285
Maximum Vertices in a Connected Component : 16517
Maximum Edges in a Connected Component : 21104
Maximum Geodesic Distance (Diameter) : 20
Average Geodesic Distance : 3.808499
Graph Density : 6.33686648364178E-05
Modularity : 0.687857
NodeXL Version : 1.0.1.419

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[24] https://twitter.com/ChalecosAmarill/status/1162412272549007360
[23] https://www.youtube.com/watch?v=ja6u8AE7iHE&feature=youtu.be

[21] https://www.gq.com/story/donald-trump-jeffrey-epstein
[21] https://www.pscp.tv/w/cCdfojQ1MzEyfDF6cUpWYWpNYWtYR0IADcYvvFg8PYPwKET9uiq85Zw4tezcCpd4WVwzedHAdw==
[19] https://www.mintpressnews.com/blackmail-jeffrey-epstein-trump-mentor-reagan-era/260760/
[17] https://www.youtube.com/watch?v=ajfrLXexKk8&feature=youtu.be

[15] https://www.politico.com/story/2019/08/09/epstein-mar-a-lago-trump-1456221
[13] https://www.forbes.com/sites/richardbehar/2019/08/15/jeffrey-epstein-spent-time-alone-with-young-female-prison-visitor/#578ef2d9185b
[12] https://www.scribd.com/doc/316341058/Donald-Trump-Jeffrey-Epstein-Rape-Lawsuit-and-Affidavits
[11] https://www.ledauphine.com/france-monde/2019/08/17/trump-qui-danse-avec-des-jeunes-filles-en-compagnie-de-epstein-la-video-qui-refait-surface

Top URLs in Tweet in G1:
[1] https://www.breitbart.com/crime/2019/08/16/medical-examiner-rules-epstein-death-a-suicide-by-hanging/
[1] https://www.bitchute.com/video/8fVFe5DklNg#disqus_thread
[1] https://www.foxnews.com/politics/donald-trump-bill-clinton-jeffrey-epstein-suicide-theory

Top URLs in Tweet in G2:
[5] https://twitter.com/LincolnsBible/status/1147934688423497728?s=19
[3] https://hillreporter.com/the-ties-that-bind-jeffrey-epstein-william-barr-donald-trump-34107
[2] https://www.trump.com/commercial-real-estate-portfolio/the-grand-hyatt-hotel
[2] https://www.thedailybeast.com/trump-claims-he-was-not-a-fan-of-jeffrey-epstein-feels-bad-for-sec-acosta-amid-resignation-calls?source=twitter&via=desktop
[2] https://trib.al/frkzpDf
[1] https://www.gq.com/story/ivanka-trump-jewelry-business-burns-down
[1] https://twitter.com/4thWallApp/status/1161733314857693184
[1] https://www.washingtonexaminer.com/news/pilots-deleted-instagram-sheds-light-on-jet-setting-epsteins-travels
[1] https://twitter.com/macfinn44/status/918646250223882245
[1] https://trib.al/H1zpr3m

Top URLs in Tweet in G3:
[2] https://thesun.co.uk/
[1] https://twitter.com/amyklobuchar/status/1162460121395597312
[1] https://www.dailymail.co.uk/news/article-7361297/Jeffrey-Epstein-shipped-50K-cement-truck-Pedophile-Island-cover-evidence.html
[1] https://trendingpolitics.com/video/trump-in-215-bill-clinton-has-a-lot-of-problems-coming-up-with-jeffrey-epstein-s-famous-island-3848.html?utm_source=star&utm_medium=twitter
[1] https://trendingpolitics.com/breaking-ag-barr-makes-huge-move-after-epstein-s-death/?utm_source=star&utm_medium=twitter
[1] https://www.mirror.co.uk/3am/celebrity-news/george-clooney-dragged-jeffrey-epstein-18920051
[1] https://www.vox.com/2019/7/9/20686347/jeffrey-epstein-trump-bill-clinton
[1] https://www.thesun.co.uk/news/9702330/jeffrey-epstein-diaries-donald-trump-clinton/
[1] https://www.ncbi.nlm.nih.gov/pubmed/20952138
[1] https://nypost.com/2019/08/14/epstein-told-lawyers-that-cellmate-nicholas-tartaglione-roughed-him-up/

Top URLs in Tweet in G4:
[5] https://independentminute.com/2019/08/13/trump-seems-wants-to-know-was-epstein-cooperating-w-investigators-the-reason-hes-dead/
[5] https://www.foxnews.com/politics/donald-trump-bill-clinton-jeffrey-epstein-suicide-theory
[1] https://nypost.com/2019/07/10/schumer-got-thousands-in-donations-from-jeffrey-epstein/?utm_source=twitter_sitebuttons&utm_medium=site%20buttons&utm_campaign=site%20buttons
[1] https://m.theepochtimes.com/jeffrey-epstein-reportedly-shipped-a-cement-truck-to-his-island-last-year-experts-fear-evidence-cover-up_3044767.html/amp?__twitter_impression=true
[1] https://www.trump-train.com/2019/08/watch-video-joe-biden-forcefully-grabs.html
[1] https://www.youtube.com/watch?v=v50Ap07dY1A&feature=youtu.be

[1] https://twitter.com/w_terrence/status/1162515599311941632
[1] https://twitter.com/SSossnerOrganic/status/1162516272325824512
[1] https://twitter.com/Tinamaria66/status/1162521138993487872
[1] https://twitter.com/Littlehalfwings/status/1162523204000374784

Top URLs in Tweet in G5:
[5] https://www.politico.com/story/2019/08/09/epstein-mar-a-lago-trump-1456221
[2] https://www.youtube.com/watch?v=RUD2oaCnoss&feature=youtu.be

[1] https://twitter.com/ScottHech/status/1162344739204718595
[1] https://twitter.com/billmaher/status/1160308717423714306
[1] https://www.usatoday.com/story/news/2019/07/23/jeffrey-epstein-appeal-no-bail-ruling-child-sex-trafficking-case/1803636001/
[1] https://www.theguardian.com/us-news/2019/jul/09/labor-secretary-alexander-acosta-sex-trafficking-budget-cut
[1] https://www.dailymail.co.uk/news/article-7365155/Fire-marshal-says-Donald-Trump-DID-smash-Elton-Johns-attendance-record-New-Hampshire-arena.html

Top URLs in Tweet in G6:
[18] https://www.gq.com/story/donald-trump-jeffrey-epstein
[3] https://www.mintpressnews.com/blackmail-jeffrey-epstein-trump-mentor-reagan-era/260760/
[3] https://nypost.com/2019/07/10/schumer-got-thousands-in-donations-from-jeffrey-epstein/?utm_source=twitter_sitebuttons&utm_medium=site%20buttons&utm_campaign=site%20buttons
[2] https://www.scribd.com/doc/316341058/Donald-Trump-Jeffrey-Epstein-Rape-Lawsuit-and-Affidavits
[2] https://www.youtube.com/watch?v=rbFJWo3gdRI

[2] https://www.scribd.com/doc/316341058/Donald-Trump-Jeffrey-Epstein-Rape-Lawsuit-and-Affidavits#fullscreen
[2] https://www.politicususa.com/2019/08/12/ari-melber-nails-trump-with-responsibility-for-jeffrey-epsteins-suicide.html
[2] https://www.insider.com/donald-trump-jeffrey-epstein-flight-logs-unsealed-2019-8
[1] https://trib.al/H1zpr3m
[1] http://judicialcorruptionnews.com/jeffrey-epstein-death-psyops/

Top URLs in Tweet in G7:
[2] https://medium.com/@gregolear/the-bottom-line-investigating-jeffrey-epstein-money-trumps-sex-5aa9449ded33
[2] https://apple.news/Awefdq1DmSzCEGW6gern3VQ
[2] https://www.scribd.com/doc/316341058/Donald-Trump-Jeffrey-Epstein-Rape-Lawsuit-and-Affidavits
[2] https://www.politico.com/story/2019/08/09/epstein-mar-a-lago-trump-1456221
[2] https://slate.com/news-and-politics/2019/07/jeffrey-epstein-bill-clinton-donald-trump-alan-dershowitz.html
[2] https://www.gq.com/story/donald-trump-jeffrey-epstein
[1] https://twitter.com/nowthisnews/status/1153483619505188864/video/1
[1] http://www.washingtonpost.com/opinions/if-trump-retires-to-mar-a-lago-he-better-know-how-to-swim/2019/08/15/569d196e-bf8e-11e9-a5c6-1e74f7ec4a93_story.html?tid=ss_tw
[1] https://www.bloomberg.com/tosv2.html?vid=&uuid=ef43cb80-c0fc-11e9-b50f-d91a434cb138&url=L25ld3MvYXJ0aWNsZXMvMjAxOS0wNy0wOS9iYXJyLXdvbi10LXJlY3VzZS1oaW1zZWxmLWZyb20tbmV3LWNhc2UtYWdhaW5zdC1qZWZmcmV5LWVwc3RlaW4=
[1] https://www.inquisitr.com/5585286/cellmate-jeffrey-epstein-roughed-him-up-cop-same-town-as-trump-national-golf-club/#.XVfdsnZ1AF8.twitter

Top URLs in Tweet in G8:
[6] https://www.palmerreport.com/analysis/days-after-jeffrey-epsteins-death-donald-trump-has-yet-another-sex-trafficking-related-scandal/20023/
[5] https://www.palmerreport.com/analysis/fiasco-jeffrey-esptein-donald-trump-full/20075/
[4] https://www.palmerreport.com/analysis/house-gop-jeffrey-epstein-trump-rattled/19998/
[4] https://www.palmerreport.com/analysis/abruptly-change-jeffrey-epstein-story-trump/20010/
[2] https://www.palmerreport.com/analysis/barr-epstein-problem-trump-huge/19931/
[2] https://www.palmerreport.com/analysis/bill-clinton-donald-trump-epstein-blame/19950/
[2] https://www.palmerreport.com/analysis/worst-nightmare-epstein-trump-death/19932/
[2] https://www.palmerreport.com/analysis/other-scandal-barr-trump-beyond-epstein/19967/
[2] https://www.palmerreport.com/analysis/financial-fraud-jeffrey-epstein-donald-trump-worried/20021/
[2] https://www.mintpressnews.com/blackmail-jeffrey-epstein-trump-mentor-reagan-era/260760/#.XU57RMFQ5n4.twitter

Top URLs in Tweet in G9:
[2] https://www.scribd.com/doc/316341058/Donald-Trump-Jeffrey-Epstein-Rape-Lawsuit-and-Affidavits
[2] https://miningawareness.wordpress.com/2018/06/11/trump-epstein-rape-of-13-year-old-girl-allegations-court-filings/img_1466-2/?fbclid=IwAR0oAG5m5VMA3F8MuHYk2I7uiwDzGLSa_vVgOSrw4YcNMiFmguBmgCArqFk
[1] https://medium.com/@gregolear/the-bottom-line-investigating-jeffrey-epstein-money-trumps-sex-5aa9449ded33
[1] https://trib.al/m2r9Lux
[1] https://nypost.com/2016/10/09/the-sex-slave-scandal-that-exposed-pedophile-billionaire-jeffrey-epstein/
[1] https://twitter.com/i/moments/882414650469601280
[1] https://www.scribd.com/doc/316341058/Donald-Trump-Jeffrey-Epstein-Rape-Lawsuit-and-Affidavits?fbclid=IwAR3iERzATZz3xVnAcKmRqKZTKAiqG42RYIcS7ueoCu4uc6rryl2eRI-FJuA
[1] https://www.msnbc.com/katy-tur/watch/is-president-trump-using-epstein-death-conspiracy-theory-as-a-political-distraction-66013765760
[1] https://www.vanityfair.com/news/2003/03/jeffrey-epstein-200303
[1] https://twitter.com/LincolnsBible/status/1098981650761830401

Top URLs in Tweet in G10:
[6] https://sonnoticiasvenezuela.wordpress.com/2019/08/17/revelan-la-lista-negra-del-pedofilo-epstein-involucra-a-kissinger-soros-trump-clinton-y-rothschild-entre-otros-lista-completa/
[4] https://www.youtube.com/watch?v=ja6u8AE7iHE&feature=youtu.be

[3] https://www.investmentwatchblog.com/reporter-asks-trump-about-epstein-he-turns-around-and-gives-reporter-even-better-question/
[2] https://www.cnn.com/2019/08/16/us/jeffrey-epstein-autopsy/index.html
[2] https://www.theguardian.com/us-news/live/2019/aug/16/trump-news-today-live-talib-israel-2020-democrats-latest-updates?CMP=share_btn_tw
[2] https://twitter.com/ap/status/1162458697064439813
[2] https://www.youtube.com/watch?v=3737a_W8VUE&feature=youtu.be

[2] https://www.huffpost.com/entry/jeffrey-epstein-official-cause-of-death_n_5d570b6ee4b0eb875f23aa0a
[2] https://www.politico.com/story/2019/08/09/epstein-mar-a-lago-trump-1456221
[2] https://www.salon.com/2019/08/15/donald-trump-hired-dad-of-jeffrey-epstein-victim-back-when-they-were-each-others-wingmen_partner/

Top Domains
Top Domains in Tweet in Entire Graph:
[173] twitter.com
[105] youtube.com
[35] pscp.tv
[35] palmerreport.com
[29] co.uk
[26] mintpressnews.com
[22] gq.com
[19] theguardian.com
[19] politico.com
[18] kontrainfo.com

Top Domains in Tweet in G1:
[1] breitbart.com
[1] bitchute.com
[1] foxnews.com

Top Domains in Tweet in G2:
[15] twitter.com
[4] thedailybeast.com
[3] trib.al
[3] mintpressnews.com
[3] hillreporter.com
[2] trump.com
[2] co.uk
[1] gq.com
[1] washingtonexaminer.com
[1] businessinsider.com

Top Domains in Tweet in G3:
[5] co.uk
[2] twitter.com
[2] trendingpolitics.com
[1] vox.com
[1] nih.gov
[1] nypost.com
[1] businessinsider.com
[1] rawstory.com
[1] miamiherald.com
[1] mintpressnews.com

Top Domains in Tweet in G4:
[5] independentminute.com
[5] foxnews.com
[4] twitter.com
[1] nypost.com
[1] theepochtimes.com
[1] trump-train.com
[1] youtube.com
[1] breitbart.com

Top Domains in Tweet in G5:
[5] politico.com
[2] twitter.com
[2] youtube.com
[1] usatoday.com
[1] theguardian.com
[1] co.uk

Top Domains in Tweet in G6:
[18] gq.com
[6] scribd.com
[5] businessinsider.com
[4] youtube.com
[4] palmerreport.com
[4] nypost.com
[3] nytimes.com
[3] mintpressnews.com
[3] twitter.com
[3] nbcnews.com

Top Domains in Tweet in G7:
[3] twitter.com
[2] medium.com
[2] apple.news
[2] scribd.com
[2] politico.com
[2] slate.com
[2] gq.com
[1] washingtonpost.com
[1] bloomberg.com
[1] inquisitr.com

Top Domains in Tweet in G8:
[30] palmerreport.com
[7] twitter.com
[2] mintpressnews.com
[1] theguardian.com
[1] co.uk
[1] hillreporter.com
[1] whatdoesitmean.com
[1] washingtonpost.com

Top Domains in Tweet in G9:
[6] twitter.com
[3] nypost.com
[3] scribd.com
[2] trib.al
[2] nytimes.com
[2] wordpress.com
[1] medium.com
[1] msnbc.com
[1] vanityfair.com
[1] laineygossip.com

Top Domains in Tweet in G10:
[46] twitter.com
[20] youtube.com
[12] theguardian.com
[9] wordpress.com
[5] co.uk
[5] nytimes.com
[4] msn.com
[4] foxnews.com
[3] cnn.com
[3] politico.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1081] epstein
[229] trump
[65] qanon
[57] maga
[50] breaking
[47] clinton
[38] jeffreyepstein
[35] russianbarr
[35] epsteinmurder
[32] freedomfriday



Top Hashtags in Tweet in G1:
[3] questionsfortheclintons
[1] qanon
[1] foxnews
[1] epstein

Top Hashtags in Tweet in G2:
[25] trump
[22] epstein
[14] jeffreyepstein
[5] mafia
[4] maxwell
[4] bearstearns
[4] moscowmitch
[3] moneylaundering
[3] blackbook
[3] perversionofjustice

Top Hashtags in Tweet in G3:
[44] epstein
[28] trump
[24] qanon
[21] karmakicksass
[14] maga
[12] hollywood
[7] q
[2] epsteinmurder
[2] biden2020
[2] clinton

Top Hashtags in Tweet in G4:
[750] epstein
[10] questionsfortheclintons
[5] foxnews
[4] epsteinwasq
[4] deepstate
[4] q
[4] clinton
[2] qanon
[2] trump
[1] pedo

Top Hashtags in Tweet in G5:
[1] epstein
[1] wehaveitall
[1] magats
[1] newrule

Top Hashtags in Tweet in G6:
[33] epstein
[26] trump
[7] donaldtrump
[6] epsteinsuicidecoverup
[6] jeffreyepstein
[5] barr
[5] trumprapist
[4] qanon
[4] clinton
[4] maxwell

Top Hashtags in Tweet in G7:
[8] epsteinmurder
[7] epsteinmurdercoverup
[2] rapistpresident
[2] impeachmentinquirynow
[2] amtv
[1] sierraclub
[1] friendsoftheearth
[1] russianbarr
[1] epsteincoverup
[1] breaking

Top Hashtags in Tweet in G8:
[31] russianbarr
[26] trump
[24] qanon
[22] maga
[18] clinton
[18] squad
[17] gitmo
[17] hillary
[16] patriot
[16] obama

Top Hashtags in Tweet in G9:
[12] epstein
[9] trump
[6] billclintonpainting
[4] hillaryclinton
[3] media
[3] billclinton
[2] usa
[2] not
[2] thankgod
[2] potus45

Top Hashtags in Tweet in G10:
[25] epstein
[24] trump
[5] clintonbodycount
[4] epsteinautopsy
[4] epsteinmurder
[4] billclinton
[3] maga
[3] potus
[3] trump2020
[3] foxnews

Top Words
Top Words in Tweet in Entire Graph:
[25529] Words in Sentiment List#1: Positive
[52821] Words in Sentiment List#2: Negative
[1032] Words in Sentiment List#3: Angry/Violent
[638570] Non-categorized Words
[716920] Total Words
[20628] policy
[20609] questioning
[19630] trump
[18554] epstein
[11442] s

Top Words in Tweet in G1:
[19580] questioning
[19580] policy
[9889] epstein
[9873] trump
[9843] death
[9820] s
[9798] up
[9792] clintons
[9792] against
[9792] tweets

Top Words in Tweet in G2:
[1368] epstein
[1315] trump
[893] connection
[855] previously
[762] fact
[762] cop
[760] golf
[759] ex
[758] note
[758] club

Top Words in Tweet in G3:
[1817] trump
[1165] epstein
[677] donald
[676] between
[675] difference
[674] members
[674] congress
[674] worry
[674] connections
[400] questioning

Top Words in Tweet in G4:
[1488] lookee
[1488] thousands
[1488] called
[1031] trump
[1021] epstein
[756] t
[754] #epstein
[750] now
[749] w
[747] 4

Top Words in Tweet in G5:
[550] epstein
[547] trump
[492] jeffrey
[491] time
[490] see
[490] more
[488] over
[487] financial
[487] genius
[487] driving

Top Words in Tweet in G6:
[519] trump
[445] epstein
[224] s
[184] jeffrey
[176] realdonaldtrump
[139] donald
[100] bill
[91] clinton
[68] old
[65] epstein's

Top Words in Tweet in G7:
[726] epstein
[684] trump
[341] money
[315] piece
[290] sex
[193] focus
[188] here
[185] need
[179] take
[177] new

Top Words in Tweet in G8:
[567] trump
[559] epstein
[468] prison
[428] jeffrey
[277] donald
[225] barr
[222] michael
[190] cohen
[177] death
[158] bottom

Top Words in Tweet in G9:
[239] trump
[217] epstein
[82] michael
[69] s
[45] news
[45] suicide
[43] guilty
[43] bank
[43] himself
[42] sanders

Top Words in Tweet in G10:
[318] trump
[290] epstein
[78] s
[74] jeffrey
[60] suicide
[57] death
[46] clinton
[27] barr
[26] epstein's
[26] t

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[10312] trump,made
[10308] made,up
[10303] death,questioning
[10303] up,crimes
[10300] twitter,removing
[10300] accusing,trump
[10296] removing,videos
[10296] questioning,epstein
[10296] epstein,shady
[10295] shady,death

Top Word Pairs in Tweet in G1:
[9790] twitter,removing
[9790] questioning,epstein
[9790] epstein,shady
[9790] shady,death
[9790] death,questioning
[9790] questioning,clintons
[9790] clintons,against
[9790] against,policy
[9790] policy,removed
[9790] removed,tweets

Top Word Pairs in Tweet in G2:
[759] ex,cop
[757] trump,national
[757] national,golf
[757] golf,club
[753] town,trump
[752] fact,ex
[752] cop,facing
[752] facing,quadruple
[752] quadruple,homicide
[752] homicide,charges

Top Word Pairs in Tweet in G3:
[677] donald,trump
[675] difference,between
[674] between,donald
[674] trump,members
[674] members,congress
[674] congress,trump
[674] trump,worry
[674] worry,connections
[674] connections,epstein
[200] twitter,removing

Top Word Pairs in Tweet in G4:
[744] lookee,lookee
[744] lookee,thousands
[744] thousands,donations
[744] donations,#epstein
[744] #epstein,yeap
[744] yeap,hypocrite
[744] hypocrite,called
[744] called,acosta
[744] acosta,resign
[744] resign,trump

Top Word Pairs in Tweet in G5:
[492] jeffrey,epstein
[487] trump,financial
[487] financial,genius
[487] genius,driving
[487] driving,economy
[487] economy,over
[487] over,cliff
[487] cliff,see
[487] see,happened
[487] happened,stock

Top Word Pairs in Tweet in G6:
[150] jeffrey,epstein
[115] donald,trump
[73] bill,clinton
[68] epstein,s
[43] year,old
[41] 13,year
[39] testimony,trump
[36] trump,s
[34] trump,rapes
[34] rapes,13

Top Word Pairs in Tweet in G7:
[193] trump,epstein
[172] here,salient
[172] salient,points
[172] points,new
[172] new,medium
[172] medium,piece
[172] piece,trump
[172] epstein,need
[172] need,focus
[172] focus,money

Top Word Pairs in Tweet in G8:
[345] jeffrey,epstein
[266] donald,trump
[113] epstein,dead
[112] william,barr
[111] dead,george
[111] george,nader
[111] nader,jail
[111] jail,roger
[111] roger,stone
[111] stone,indicted

Top Word Pairs in Tweet in G9:
[40] tgif,fox
[40] fox,news
[40] news,poll
[40] poll,shows
[40] shows,trump
[40] trump,losing
[40] losing,biden
[40] biden,warren
[40] warren,sanders
[40] sanders,harris

Top Word Pairs in Tweet in G10:
[65] jeffrey,epstein
[32] trump,epstein
[22] epstein,s
[17] death,suicide
[17] donald,trump
[16] trump,s
[14] epstein,death
[11] epstein,autopsy
[11] autopsy,concludes
[11] medical,examiner

Top Replied-To
Top Replied-To in Entire Graph:
@impeachmenthour
@realdonaldtrump
@glennkirschner2
@sethabramson
@h3h3productions
@tomfitton
@w_terrence
@goldsh0es
@umairh
@resisterforever

Top Replied-To in G1:
@w_terrence

Top Replied-To in G2:
@sethabramson
@goldsh0es
@washingtonpost
@eorden
@miamiherald
@poulin2012
@jrubinblogger
@rostryck83
@joycewhitevance
@newsweek

Top Replied-To in G3:
@realsaavedra
@prayingmedic
@loislanereporte
@3days3nights
@charliedaniels
@martingeddes
@myownbed
@npharis
@linda15913577
@doxielover77

Top Replied-To in G4:
@catturd2
@royalmrbadnews
@littlehalfwings
@w_terrence
@ssossnerorganic
@tinamaria66
@evansrc717
@frankieneedles1
@issatrumpcard

Top Replied-To in G5:
@scarvian
@walkerbragman
@stormisuponus
@bellatrixx2020
@seungminkim
@realtimers
@billmaher
@dankeberhart
@prayingmedic
@lazybot1234567

Top Replied-To in G6:
@realdonaldtrump
@whitehouse
@sodathirteen
@dave_sanders38
@mitchellvii
@nbcnews
@geoffrbennett
@itsjefftiedrich
@senmcsallyaz
@lildivaz1

Top Replied-To in G7:
@glennkirschner2
@gregolear
@annabella45mag
@frankfigliuzzi1
@realdonaldtrump
@bibianebio
@usrealitycheck
@sethabramson
@lee8772
@cm_merlin

Top Replied-To in G8:
@palmerreport
@dbongino
@denbrots
@joelockhart
@end_thefederalr
@stp48315
@charliekirk11
@mensa_erika
@luvtheusa76
@mewllerrawr

Top Replied-To in G9:
@clewandowski_
@msnbc
@migold
@lincolnsbible
@loonyberg
@cnnbrk
@amyklobuchar
@modernhomesla
@lauraleesaylor
@jayrosen_nyu

Top Mentioned
Top Mentioned in Entire Graph:
@realdonaldtrump
@scaramucci
@twitter
@theresamax
@jack
@youtube
@w_terrence
@thedailybeast
@billclinton
@ap

Top Mentioned in G1:
@w_terrence
@alfa673

Top Mentioned in G2:
@thedailybeast
@nymag
@unseatpac
@shotgunzen
@pattyarquette
@lbroylesy
@2cannan1
@washingtonpost
@sethabramson
@mollyjongfast

Top Mentioned in G3:
@hermanm36169986
@dragonpower2020
@whitehatguy
@prayingmedic
@mestisak
@magakuntree
@jeanpatiente
@petersweden7
@3days3nights
@mandee_eby_1623

Top Mentioned in G4:
@w_terrence
@breitbartnews
@titaniumx3
@alisonnbcboston
@frankieneedles1
@evansrc717
@royalmrbadnews
@ziembadenise
@dandbrook

Top Mentioned in G5:
@stormisuponus
@billmaher
@thehill
@lisamei62
@jordan_sather_
@wmerthon
@quispme
@ringersa
@latimes
@latimesopinion

Top Mentioned in G6:
@realdonaldtrump
@catmartini53
@krajicektravis
@shawneee514
@cbparizona
@whitehouse
@businessinsider
@pamgriffa
@_whitneywebb
@nra

Top Mentioned in G7:
@senatemajldr
@jkbjournalist
@repjerrynadler
@billykanada
@senschumer
@frankfigliuzzi1
@3l3v3nth
@samspadino
@mattison
@kaivanshroff

Top Mentioned in G8:
@iansmadrig
@malcolmnance
@cherokeesher2
@carolleonnig
@byaaroncdavis
@palmerreport
@levij2300
@sandibachom
@realdonaldtrump
@charliekirk11

Top Mentioned in G9:
@billclinton
@foxnews
@ninaandtito
@jessebwatters
@wattersworld
@cnn
@gop
@hillaryclinton
@msnbc
@nytimes

Top Mentioned in G10:

Top Tweeters
Top Tweeters in Entire Graph:
@missb62
@tomthunkitsmind
@alllibertynews
@danielpilotte
@jim_peoples_
@immoralreport
@languillem
@ez4u2say_janis
@independent
@joefreedomlove

Top Tweeters in G1:
@jim_peoples_
@joefreedomlove
@israelnewslinks
@babysgramma
@docwashburn
@patriotmarie
@monty_chadha
@ambinc1
@scribbledpages1
@mdlmurray

Top Tweeters in G2:
@britpoptarts
@lechatnoire4
@joannecangal
@pas5974
@allchanges
@jamestoupin
@anthonybourque
@windmillcharger
@w55unicorn
@79topper

Top Tweeters in G3:
@joej2020usa
@miller_gwen
@primal_digest
@connnutmeg
@ericsteelelive
@jjmac55
@sheindie
@edaccessible
@dsshep1959
@elizbethlmaness

Top Tweeters in G4:
@ramiro1504p
@powerglobalus
@mitchiepoo46
@vetapologist
@ladydshops
@blanken01
@leeleemunster
@usacsmret
@growingaway
@bikerbd

Top Tweeters in G5:
@thereal_rebel
@pedrocantue
@thehill
@sueleugers
@reuters
@lcoco37
@salomnm
@covingtonq
@deansherrys
@oemoroniluap

Top Tweeters in G6:
@mkues65
@businessinsider
@carlyinnj
@bmangh
@pgrandee10
@chatbycc
@irritatedwoman
@jayoung1892
@iamforeverblue2
@ayshamoolla

Top Tweeters in G7:
@tomthunkitsmind
@phillip92321
@debilu2
@usrealitycheck
@ndylan1
@tshep42
@betterw05759703
@wellness4you13
@sar_oso
@asmith702

Top Tweeters in G8:
@missb62
@cherokeesher2
@washumom
@davidbewart
@lisahauser8
@enrico056
@janet_yackle
@fwdcrocblu
@kristafrances
@cobalttash

Top Tweeters in G9:
@alllibertynews
@debi129
@lovetogive2
@bethsinniresist
@ydanasmithdutra
@foxnews
@melissajpeltier
@caffreyej
@copperbird7
@bostonglobe

Top Tweeters in G10:
@etrafficlane
@shirleycolleen
@haber3com
@investwatchblog
@iii_means_free
@leasavoy
@theobjective_es
@richardsonlined
@jfjabbo
@alpha1121


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