epstein, Twitter, 8/17/2019 5:42:09 PM, 207158
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epstein_2019-08-17_07-03-45.xlsx
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:
epstein via NodeXL http://bit.ly/2NbnKS1
@realdonaldtrump
@annolivarius
@w_terrence
@tomfitton
@cernovich
@gregolear
@billclinton
@luma923
@solomongeorgio
@glennkirschner2

Top hashtags:
#epstein
#qanon
#jeffreyepstein
#jeffepstein
#pizzagate
#epsteinsuicide

Description:
Description
The graph represents a network of 16,808 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 Saturday, 17 August 2019 at 14:59 UTC.

The tweets in the network were tweeted over the 1-hour, 39-minute period from Saturday, 17 August 2019 at 12:23 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 : 16808
Unique Edges : 23035
Edges With Duplicates : 4633
Total Edges : 27668
Self-Loops : 3307
Reciprocated Vertex Pair Ratio : 0.00434587813620072
Reciprocated Edge Ratio : 0.00865414640674488
Connected Components : 1690
Single-Vertex Connected Components : 915
Maximum Vertices in a Connected Component : 13302
Maximum Edges in a Connected Component : 23765
Maximum Geodesic Distance (Diameter) : 21
Average Geodesic Distance : 5.739541
Graph Density : 7.93544438644321E-05
Modularity : 0.735746
NodeXL Version : 1.0.1.419

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[397] https://twitter.com/TomFitton/status/1162558439551315968
[152] https://medium.com/@gregolear/the-bottom-line-investigating-jeffrey-epstein-money-trumps-sex-5aa9449ded33
[83] https://www.foxnews.com/us/prison-personnel-refuse-to-cooperate-with-doj-investigators-digging-into-epstein-suicide
[83] https://twitter.com/HillaryClinton/status/712319886442106880
[77] https://saraacarter.com/the-bill-clinton-code-is-there-a-secreet-message-in-that-oil-painting/
[75] https://www.nytimes.com/2019/08/17/nyregion/epstein-suicide-death.html
[74] https://link.medium.com/YQuyO4d5dZ
[57] https://www.thegatewaypundit.com/2019/08/breaking-three-epstein-lawyers-challenge-autopsy-results-mcc-prison-staff-refuses-to-help-investigators/
[52] https://www.nytimes.com/2019/08/16/nyregion/jeffrey-epstein-autopsy-results.html
[35] https://www.foxnews.com/us/new-york-medical-examiner-jeffrey-epsteins-death-was-a-suicide-by-hanging

Top URLs in Tweet in G1:
[1] https://www.theatlantic.com/entertainment/archive/2019/08/jeffrey-epstein-and-the-myth-of-the-underage-woman/596140/?utm_campaign=the-atlantic&utm_medium=social&utm_source=facebook&utm_content=edit-promo&utm_term=2019-08-15T12%3A06%3A14&fbclid=IwAR3FXvlcYrvQ5LtLzVcgoutUSvBaELmOZ4gn2Rwo2vw4XVpf2_ySxCjw0TY
[1] https://twitter.com/migold/status/1162504428391452674

Top URLs in Tweet in G2:
[15] https://www.bizpacreview.com/2019/08/17/3-epstein-lawyers-challenge-autopsy-results-some-mcc-prison-staff-clam-up-786477
[12] https://twitter.com/TomFitton/status/1162558439551315968
[11] https://www.thegatewaypundit.com/2019/08/breaking-three-epstein-lawyers-challenge-autopsy-results-mcc-prison-staff-refuses-to-help-investigators/
[8] https://www.foxnews.com/us/new-york-medical-examiner-jeffrey-epsteins-death-was-a-suicide-by-hanging
[7] https://www.zerohedge.com/news/2019-08-16/more-40-americans-believe-epstein-was-murdered-poll-shows
[7] https://www.breitbart.com/tech/2019/08/15/robert-epstein-googles-leaders-have-been-perjuring-themselves-before-congress/
[6] https://www.foxnews.com/us/curious-tourists-want-up-close-glimpse-of-epsteins-island-businesses-happy-to-oblige
[6] https://www.newsmax.com/newsfront/alan-dershowitz-jeffrey-epstein-sex-allegations-virginia-roberts-guffre/2019/08/16/id/928848/
[5] https://www.dailymail.co.uk/news/article-7353967/Did-Jeffrey-Epstein-portrait-Bill-Clinton-blue-dress-red-heels-NYC-mansion.html
[5] https://www.foxnews.com/us/prison-personnel-refuse-to-cooperate-with-doj-investigators-digging-into-epstein-suicide

Top URLs in Tweet in G3:
[20] https://www.wral.com/2-women-sue-epstein-estate-saying-he-abused-them-as-adults/18573774/#.XVcXvsNgM_c.twitter
[17] https://nypost.com/2019/08/14/epstein-had-bizarre-painting-of-bill-clinton-in-dress-heels-in-townhouse/
[17] https://www.foxnews.com/us/prison-personnel-refuse-to-cooperate-with-doj-investigators-digging-into-epstein-suicide
[14] https://twitter.com/TomFitton/status/1162558439551315968
[5] https://saraacarter.com/the-bill-clinton-code-is-there-a-secreet-message-in-that-oil-painting/
[3] https://townhall.com/columnists/humbertofontova/2019/08/17/why-did-jeffrey-epstein-visit-cuba-on-fidel-castros-personal-invitation-n2551811?179
[2] https://www.foxnews.com/us/new-york-medical-examiner-jeffrey-epsteins-death-was-a-suicide-by-hanging
[2] https://www.nytimes.com/2019/08/16/nyregion/jeffrey-epstein-autopsy-results.html
[1] https://steadfastandloyal.com/news-for-you/the-complete-list-of-inconsistencies-in-prison-policy-surrounding-jeffrey-epsteins-death/
[1] https://thepatriotchronicles.com/news-for-you/medical-professor-casts-doubt-on-epsteins-cause-of-death/

Top URLs in Tweet in G4:
[12] https://www.foxnews.com/us/prison-personnel-refuse-to-cooperate-with-doj-investigators-digging-into-epstein-suicide?cmpid=prn_msn
[12] https://www.huffpost.com/entry/epstein-suicide-federal-prison-jail-deaths_n_5d51cd9ee4b05fa9df0341c4
[11] https://www.nytimes.com/2019/08/17/nyregion/epstein-suicide-death.html
[10] https://medium.com/@gregolear/the-bottom-line-investigating-jeffrey-epstein-money-trumps-sex-5aa9449ded33
[8] https://www.buzzfeed.com/janelytvynenko/fdny-review-jeffrey-epstein-4chan-post
[7] https://www.theatlantic.com/entertainment/archive/2019/08/jeffrey-epstein-and-the-myth-of-the-underage-woman/596140/?utm_content=edit-promo&utm_term=2019-08-15T12%3A06%3A14&utm_medium=social&utm_campaign=the-atlantic&utm_source=twitter
[6] https://www.nytimes.com/2019/08/16/nyregion/jeffrey-epstein-autopsy-results.html
[6] https://link.medium.com/YQuyO4d5dZ
[6] https://www.huffpost.com/entry/jeffrey-epstein-official-cause-of-death_n_5d570b6ee4b0eb875f23aa0a
[4] https://www.nbcnews.com/news/us-news/jeffrey-epstein-died-suicide-manhattan-jail-cell-medical-examiner-says-n1041571

Top URLs in Tweet in G5:
[18] https://www.nytimes.com/2019/08/17/nyregion/epstein-suicide-death.html
[17] https://www.foxnews.com/us/prison-personnel-refuse-to-cooperate-with-doj-investigators-digging-into-epstein-suicide
[11] https://bongino.com/picture-of-bill-clinton-in-lewinsky-dress-hanging-in-epstein-home-was-complete-surprise-to-artist/
[8] https://www.foxnews.com/us/curious-tourists-want-up-close-glimpse-of-epsteins-island-businesses-happy-to-oblige
[6] https://www.nytimes.com/2019/08/16/nyregion/jeffrey-epstein-autopsy-results.html
[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/
[5] https://www.forbes.com/sites/richardbehar/2019/08/15/jeffrey-epstein-spent-time-alone-with-young-female-prison-visitor/
[5] https://www.bloomberg.com/news/articles/2019-08-17/jeffrey-epstein-linked-mc2-models-said-nordstrom-macy-s-clients-jzfhoxuy?utm_source=dlvr.it&utm_medium=twitter
[5] https://www.bloomberg.com/news/articles/2019-08-17/jeffrey-epstein-linked-mc2-models-said-nordstrom-macy-s-clients?utm_source=dlvr.it&utm_medium=twitter
[5] https://www.huffpost.com/entry/epstein-suicide-federal-prison-jail-deaths_n_5d51cd9ee4b05fa9df0341c4

Top URLs in Tweet in G6:
[54] https://saraacarter.com/the-bill-clinton-code-is-there-a-secreet-message-in-that-oil-painting/
[28] https://www.thegatewaypundit.com/2019/08/breaking-three-epstein-lawyers-challenge-autopsy-results-mcc-prison-staff-refuses-to-help-investigators/
[18] https://www.dailymail.co.uk/news/article-7365911/Jeffrey-Epsteins-lawyers-not-satisfied-coroners-ruling-committed-suicide.html?ito=amp_twitter_share-top
[18] https://twitter.com/TomFitton/status/1162558439551315968
[9] https://trendingpolitics.com/forensic-pathologist-gives-shocking-statistic-about-epstein-s-suicide/#.XVc7gDEHDP0.twitter
[8] https://www.dailymail.co.uk/news/article-7365641/JAMES-PATTERSONs-true-life-probe-shocking-behaviour-Jeffrey-Epstein.html
[8] https://neonnettle.com/news/8507-jeffrey-epstein-s-lawyers-reject-coroner-s-ruling-of-suicide-
[7] https://twitter.com/joshuascottca32/status/1162603587278479361
[6] https://www.wsj.com/articles/jeffrey-epstein-burrowed-into-the-lives-of-the-rich-and-made-a-fortune-11564092553?mod=FTM_TW_BRD_EPSTEIN&tier_1=paid_social_acquistion&tier_2=Twitter&tier_3=TW+-+See+Where+the+Money+Leads&tier_4=TW+-+See+Where+the+Money+Leads+-+Epstein&tier_5=epstein+story+1&nan_pid=1866328728&ad_id=8990872
[5] https://www.dailymail.co.uk/news/article-7361001/Epstein-scheduler-Adriana-Ross-dodges-questions-sick-past-fleeing-Florida-church.html?ito=amp_twitter_share-top

Top URLs in Tweet in G7:
[274] https://twitter.com/TomFitton/status/1162558439551315968
[16] https://www.forbes.com/sites/richardbehar/2019/08/15/jeffrey-epstein-spent-time-alone-with-young-female-prison-visitor/#61c5cf7c185b
[12] https://twitter.com/clovis1931/status/1162467560580931585
[8] https://dailycaller.com/2019/08/14/rasmussen-poll-think-epstein-murdered/
[8] https://www.foxnews.com/us/prison-personnel-refuse-to-cooperate-with-doj-investigators-digging-into-epstein-suicide
[7] https://nypost.com/2019/08/16/official-autopsy-shows-jeffrey-epstein-hanged-himself-in-jail-cell/?utm_source=twitter_sitebuttons&utm_medium=site%20buttons&utm_campaign=site%20buttons
[7] https://dailycaller.com/2019/08/09/alleged-epstein-victim-prince-andrew-bill-richardson-more-sex/
[5] https://www.thegatewaypundit.com/2019/08/breaking-three-epstein-lawyers-challenge-autopsy-results-mcc-prison-staff-refuses-to-help-investigators/
[4] https://trendingpolitics.com/the-plot-thickens-epstein-visited-by-mystery-woman-before-his-sudden-death/?utm_source=stonewall&utm_medium=twitter
[4] https://sharylattkisson.com/2019/08/top-5-conspiracy-theories-about-jeffrey-epsteins-death/

Top URLs in Tweet in G8:
[27] https://twitter.com/TomFitton/status/1162558439551315968
[12] https://www.waynedupree.com/jeffrey-epstein-judge-dies-suddenly/
[10] https://truepundit.com/this-exchange-with-jeffrey-epsteins-former-bodyguard-is-absolutely-chilling/
[8] https://truepundit.com/ex-miami-mayor-says-he-doesnt-know-how-epstein-got-his-number/
[8] https://www.foxnews.com/us/prison-personnel-refuse-to-cooperate-with-doj-investigators-digging-into-epstein-suicide
[8] https://www.foxnews.com/us/new-york-medical-examiner-jeffrey-epsteins-death-was-a-suicide-by-hanging
[7] https://twitter.com/NeonRevolt/status/1162263015623778304?s=20
[5] https://truepundit.com/two-more-alleged-jeffrey-epstein-victims-sue-his-estate-and-recruiter-for-100-million/
[5] https://saraacarter.com/the-bill-clinton-code-is-there-a-secreet-message-in-that-oil-painting/
[4] https://twitter.com/Thomas1774Paine/status/1162561025109037058

Top URLs in Tweet in G9:
[127] https://medium.com/@gregolear/the-bottom-line-investigating-jeffrey-epstein-money-trumps-sex-5aa9449ded33
[62] https://link.medium.com/YQuyO4d5dZ
[17] https://abcnews.go.com/US/abercrombie-fitch-padded-bikini-top-year-olds-parents/story?id=13236904
[7] https://twitter.com/migold/status/1162504428391452674
[6] https://www.newsweek.com/jeffrey-epstein-linked-homosexuality-teen-sex-1454772
[5] https://nypost.com/2019/08/15/haunting-photos-show-jeffrey-epsteins-pedophile-island-in-the-caribbean/
[4] https://www.palmerreport.com/analysis/sound-the-alarm-epstein-jeffrey-lawyers/20134/
[3] https://nypost.com/2019/08/16/prosecutors-seek-to-question-emmy-tayler-second-british-woman-with-ties-to-epstein/
[3] https://www.dailymail.co.uk/news/article-7361297/Jeffrey-Epstein-shipped-50K-cement-truck-Pedophile-Island-cover-evidence.html
[2] https://www.nytimes.com/2019/08/16/nyregion/jeffrey-epstein-autopsy-results.html

Top URLs in Tweet in G10:
[11] https://twitter.com/TomFitton/status/1162558439551315968
[10] https://www.quora.com/How-did-Jeffrey-Epstein-acquire-billions-of-dollars/answer/James-Altucher?share=8ec98169
[9] https://www.cernovich.com/the-mystery-of-jeffrey-epsteins-butler-alfredo-rodriguez/
[6] https://www.foxnews.com/us/prison-personnel-refuse-to-cooperate-with-doj-investigators-digging-into-epstein-suicide
[3] https://www.youtube.com/watch?v=4A78Zu9ZgT8&feature=youtu.be

[2] https://www.nytimes.com/2019/08/16/business/media/ito-mit-epstein-apology.html
[2] https://twitter.com/HillaryClinton/status/712319886442106880
[2] https://twitter.com/sandboxtactics/status/1124246446331527168
[2] https://www.zerohedge.com/news/2019-08-11/complete-list-clinton-associates-who-allegedly-died-mysteriously-or-committed
[2] https://truepundit.com/rigged-medical-examiner-rules-jeffrey-epsteins-death-a-suicide/

Top Domains
Top Domains in Tweet in Entire Graph:
[983] twitter.com
[342] youtube.com
[229] co.uk
[229] medium.com
[203] foxnews.com
[161] nytimes.com
[146] nypost.com
[85] palmerreport.com
[84] thegatewaypundit.com
[82] truepundit.com

Top Domains in Tweet in G1:
[1] theatlantic.com
[1] twitter.com

Top Domains in Tweet in G2:
[56] twitter.com
[26] foxnews.com
[21] youtube.com
[19] bizpacreview.com
[15] nypost.com
[15] co.uk
[11] thegatewaypundit.com
[11] breitbart.com
[10] zerohedge.com
[6] truepundit.com

Top Domains in Tweet in G3:
[22] foxnews.com
[20] wral.com
[18] nypost.com
[16] twitter.com
[5] saraacarter.com
[3] townhall.com
[3] pluralist.com
[2] nytimes.com
[1] steadfastandloyal.com
[1] thepatriotchronicles.com

Top Domains in Tweet in G4:
[25] twitter.com
[24] nytimes.com
[19] huffpost.com
[16] medium.com
[15] theatlantic.com
[13] foxnews.com
[8] buzzfeed.com
[7] nbcnews.com
[7] trib.al
[6] nypost.com

Top Domains in Tweet in G5:
[123] twitter.com
[62] youtube.com
[45] foxnews.com
[33] co.uk
[33] nytimes.com
[14] wordpress.com
[13] bloomberg.com
[12] apple.news
[12] bongino.com
[11] theguardian.com

Top Domains in Tweet in G6:
[61] co.uk
[56] saraacarter.com
[44] twitter.com
[42] thegatewaypundit.com
[18] trendingpolitics.com
[15] youtube.com
[14] neonnettle.com
[10] foxnews.com
[8] truepundit.com
[6] wsj.com

Top Domains in Tweet in G7:
[301] twitter.com
[27] dailycaller.com
[18] nypost.com
[18] forbes.com
[14] foxnews.com
[11] co.uk
[10] trendingpolitics.com
[9] youtube.com
[8] truepundit.com
[6] thegatewaypundit.com

Top Domains in Tweet in G8:
[62] twitter.com
[32] truepundit.com
[18] foxnews.com
[16] waynedupree.com
[10] co.uk
[8] youtube.com
[8] dcdirtylaundry.com
[5] frankreport.com
[5] saraacarter.com
[5] dcclothesline.com

Top Domains in Tweet in G9:
[189] medium.com
[17] go.com
[15] twitter.com
[9] nypost.com
[6] co.uk
[6] newsweek.com
[5] businessinsider.com
[4] nytimes.com
[4] palmerreport.com
[4] ahtribune.com

Top Domains in Tweet in G10:
[16] twitter.com
[11] quora.com
[9] cernovich.com
[6] foxnews.com
[4] conservativefighters.org
[4] youtube.com
[4] threadreaderapp.com
[3] truepundit.com
[3] vanityfair.com
[3] 20minutes.fr

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1458] epstein
[150] qanon
[101] jeffreyepstein
[78] jeffepstein
[74] pizzagate
[74] epsteinsuicide
[69] epsteinsuicidecoverup
[66] clinton
[64] ghislainemaxwell
[59] billclinton



Top Hashtags in Tweet in G2:
[205] epstein
[17] epsteinisland
[16] qanon
[14] serialbrain2
[14] lolitaexpress
[11] epsteinsuicidecoverup
[10] mandelson
[9] epsteins
[9] kag
[9] maga

Top Hashtags in Tweet in G3:
[29] epstein
[4] clintonbodycount
[4] democratsareimmoral
[2] questionsfortheclintons
[2] clintoncrimefamily
[2] newyork
[2] jefferyepstein
[2] williambarr
[2] doj
[2] qanon

Top Hashtags in Tweet in G4:
[12] epstein
[3] ghislainemaxwell
[3] impeachbarr
[2] thursdaythoughts
[2] thursdaymotivation
[2] jeffreyepstein
[2] epsteinmurder
[2] epsteinmurdercoverup
[2] agbarr
[2] sextrafficking

Top Hashtags in Tweet in G5:
[81] epstein
[15] jeffreyepstein
[12] epsteinsuicidecoverup
[8] epsteinautopsy
[8] foxnews
[8] billclinton
[7] epsteinsuicide
[7] epsteinmurder
[6] clintonbodycount
[6] qanon

Top Hashtags in Tweet in G6:
[145] epstein
[35] fact
[26] billclinton
[22] qanon
[19] artist
[19] pedophile
[15] coffeewithskipper
[11] patriotsawakened
[11] neonnettle
[10] factsmatter

Top Hashtags in Tweet in G7:
[75] jeffepstein
[60] epstein
[6] qanon
[6] google
[4] clintoncrimefamily
[4] new
[4] everythinghasmeaning
[4] news
[3] wwg1wga
[3] breaking

Top Hashtags in Tweet in G8:
[98] epstein
[34] qanon
[24] jeffreyepstein
[20] ghislainemaxwell
[10] arkancide
[10] qanonepstein
[7] qanonvatican
[6] greatawakenning
[6] q
[5] clintonbodycount

Top Hashtags in Tweet in G9:
[11] epstein
[6] epsteinassociate
[5] epsteinsuicide
[4] epsteinmurder
[4] saturdaythoughts
[4] agbarr
[3] urgent
[3] jeffreyepstein
[2] russianbarr
[2] rapeculture

Top Hashtags in Tweet in G10:
[14] epstein
[5] pedogate
[2] clintoncrimefamily
[2] clintonbodycount
[2] billclinton
[2] hillaryclinton
[2] infowars
[2] news
[2] 2a
[1] jeffreyepstein

Top Words
Top Words in Tweet in Entire Graph:
[12155] Words in Sentiment List#1: Positive
[28489] Words in Sentiment List#2: Negative
[257] Words in Sentiment List#3: Angry/Violent
[540045] Non-categorized Words
[580689] Total Words
[15536] epstein
[5768] jeffrey
[5087] underage
[4924] s
[4157] woman

Top Words in Tweet in G1:
[4482] underage
[3360] woman
[1121] girls
[1120] child
[1120] contradiction
[1120] terms
[1120] language
[1120] trick
[1120] culture
[1120] allowing

Top Words in Tweet in G2:
[1309] epstein
[436] s
[371] jeffrey
[278] suicide
[223] realdonaldtrump
[217] #epstein
[205] death
[196] epstein's
[193] now
[186] thousands

Top Words in Tweet in G3:
[1759] questioning
[1759] policy
[1127] epstein
[954] s
[952] up
[942] death
[900] clintons
[889] trump
[884] break
[883] videos

Top Words in Tweet in G4:
[1412] epstein
[431] jeffrey
[378] s
[304] barr
[286] trump
[242] himself
[242] see
[204] suicide
[203] death
[198] federal

Top Words in Tweet in G5:
[813] epstein
[315] jeffrey
[209] suicide
[162] s
[160] death
[146] epstein's
[81] #epstein
[68] clinton
[59] medical
[58] bill

Top Words in Tweet in G6:
[866] epstein
[281] jeffrey
[244] suicide
[223] s
[202] bill
[175] lawyers
[175] clinton
[169] #epstein
[164] autopsy
[163] painting

Top Words in Tweet in G7:
[1036] epstein
[422] death
[348] s
[288] video
[276] audio
[274] we've
[274] foia'd
[274] related
[260] suicide
[248] jeffrey

Top Words in Tweet in G8:
[871] epstein
[358] jeffrey
[226] bill
[213] trump
[209] death
[208] s
[166] island
[161] epstein's
[159] clinton
[152] 7

Top Words in Tweet in G9:
[602] epstein
[426] money
[353] sex
[307] trump
[266] new
[242] need
[225] jeffrey
[215] focus
[205] piece
[170] thread

Top Words in Tweet in G10:
[766] epstein
[502] jeffrey
[485] butler
[394] clinton
[324] alfredo
[320] rodríguez
[246] suicide
[220] information
[201] bill
[198] now

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[4617] jeffrey,epstein
[2545] underage,woman
[1941] epstein,s
[1152] woman,underage
[1151] woman,woman
[1151] underage,child
[1151] child,underage
[1151] woman,contradiction
[1151] contradiction,terms
[1151] terms,language

Top Word Pairs in Tweet in G1:
[2240] underage,woman
[1120] woman,woman
[1120] woman,underage
[1120] underage,child
[1120] child,underage
[1120] woman,contradiction
[1120] contradiction,terms
[1120] terms,language
[1120] language,trick
[1120] trick,culture

Top Word Pairs in Tweet in G2:
[311] jeffrey,epstein
[191] epstein,s
[88] w,epstein
[84] lookee,lookee
[84] lookee,thousands
[84] thousands,donations
[84] donations,#epstein
[84] #epstein,yeap
[84] yeap,hypocrite
[84] hypocrite,called

Top Word Pairs in Tweet in G3:
[880] made,up
[879] twitter,removing
[879] removing,videos
[879] videos,questioning
[879] questioning,epstein
[879] epstein,shady
[879] shady,death
[879] death,questioning
[879] questioning,clintons
[879] clintons,against

Top Word Pairs in Tweet in G4:
[380] jeffrey,epstein
[181] epstein,s
[141] medical,examiner
[122] epstein,died
[120] want,see
[97] federal,prison
[97] prison,system
[94] presidency,shames
[94] shames,disgraces
[94] disgraces,office

Top Word Pairs in Tweet in G5:
[229] jeffrey,epstein
[90] epstein,s
[77] jeffrey,epstein's
[51] medical,examiner
[44] epstein,death
[42] bill,clinton
[37] epstein's,death
[37] death,suicide
[33] suicide,hanging
[29] epstein,suicide

Top Word Pairs in Tweet in G6:
[171] jeffrey,epstein
[163] bill,clinton
[135] prison,staff
[131] mcc,prison
[129] lawyers,challenge
[129] challenge,autopsy
[129] results,mcc
[129] staff,refuses
[129] refuses,help
[129] help,investigators

Top Word Pairs in Tweet in G7:
[309] epstein,death
[274] we've,foia'd
[274] foia'd,video
[274] video,audio
[274] audio,related
[274] related,epstein
[174] jeffrey,epstein
[104] epstein,s
[74] epstein,much
[74] right,now

Top Word Pairs in Tweet in G8:
[322] jeffrey,epstein
[143] cement,truck
[142] truck,shipped
[138] bill,clinton
[96] blue,dress
[95] prison,staff
[94] epstein,death
[91] clinton,blue
[90] dress,portrait
[89] artist,painted

Top Word Pairs in Tweet in G9:
[198] focus,money
[190] jeffrey,epstein
[154] here,salient
[154] salient,points
[154] points,new
[154] new,medium
[154] medium,piece
[154] piece,trump
[154] trump,epstein
[154] epstein,need

Top Word Pairs in Tweet in G10:
[470] jeffrey,epstein
[320] alfredo,rodríguez
[196] bill,clinton
[194] committed,suicide
[187] hillary,clinton
[184] now,conclusively
[184] conclusively,proven
[184] proven,beyond
[184] beyond,doubt
[184] doubt,jeffrey

Top Replied-To
Top Replied-To in Entire Graph:
@realdonaldtrump
@glennkirschner2
@daynasteele
@billclinton
@w_terrence
@sethabramson
@tomfitton
@stormisuponus
@johnnyvedmore
@cernovich

Top Replied-To in G1:
@badgerlyminge

Top Replied-To in G2:
@realdonaldtrump
@daynasteele
@stormisuponus
@danscavino
@potus
@atensnut
@carrollquigley1
@tomfitton
@scaramucci
@mirandatedder4

Top Replied-To in G3:
@w_terrence
@realdonaldtrump
@m26591529
@qtanon1
@tomfitton
@barnes_law
@realsaavedra
@jackjolis
@realpolitidiva
@atensnut

Top Replied-To in G4:
@glennkirschner2
@sethabramson
@peterbakernyt
@eorden
@helenhs
@sarahkendzior
@jillwinebanks
@jkbjournalist
@ginzbiz
@umairh

Top Replied-To in G5:

Top Replied-To in G6:
@senschumer
@jackalslast
@w_terrence
@nasty_1__
@realdonaldtrump
@fedupcitizen16
@seanhannity
@cnn
@kevin_shipp
@qnntexas

Top Replied-To in G7:
@tomfitton
@realmattcouch
@chuckcallesto
@dailycaller
@realsaavedra
@julie_kelly2
@kbq225
@judicialwatch
@mikesno13699353
@kimberly_corban

Top Replied-To in G8:
@thomas1774paine
@prayingmedic
@kimsylvia4
@w_terrence
@aka_realdirty
@anonqcue
@sethzero1
@jajngn
@rocketfrog49
@adamtheredbaron

Top Replied-To in G9:
@impeachmenthour
@gregolear
@elle_desylva
@ericgarland
@normornstein
@lincolnsbible
@connie_rodeconn
@kelly2277
@breciflea
@sethabramson

Top Replied-To in G10:
@cernovich
@blackmyre
@realdonaldtrump
@barnes_law
@_divergentart
@winstoncovfefe
@loriebowling
@drawandstrike
@agent_99
@tranquilshbear

Top Mentioned
Top Mentioned in Entire Graph:
@billclinton
@realdonaldtrump
@andrespastrana_
@youtube
@gatewaypundit
@foxnews
@jessebwatters
@wattersworld
@seanhannity
@tomfitton

Top Mentioned in G1:
@annolivarius
@julieowenmoylan

Top Mentioned in G2:
@realdonaldtrump
@potus
@thejusticedept
@stormisuponus
@fbi
@genflynn
@bizpacreview
@youmustovercome
@quentarantino
@breitbartnews

Top Mentioned in G3:
@w_terrence
@teamyoutube
@jaysekulow
@billclinton
@gretcheninok
@realgspatton007
@michaeljleboeu1
@realdonaldtrump
@gatewaypundit
@tomfitton

Top Mentioned in G4:
@aliwatkins
@cegoldbaum
@danielle_ivory
@nytimes
@ryanjreilly
@megangarber
@glennkirschner2
@business
@nbcnews
@kimbhasin

Top Mentioned in G5:
@yaacovmyers1
@fatigamentalfm
@review_modern

Top Mentioned in G6:
@gatewaypundit
@dbongino
@mailonline
@cnn
@seanhannity
@billclinton
@realdonaldtrump
@neonnettle
@1howiedubz
@devine_freedom

Top Mentioned in G7:
@tomfitton
@judicialwatch
@loudobbs
@oann
@realdonaldtrump
@dailycaller
@nypmetro
@tribunal_watch
@drrepstein
@billclinton

Top Mentioned in G8:
@seanhannity
@greggjarrett
@prayingmedic
@dcclothesline
@frank_report
@gatewaypundit
@sethzero1
@waynedupreeshow
@washingtonpost
@bizpacreview

Top Mentioned in G9:
@twitter
@theresamax
@scaramucci
@jack
@bohemiarch
@ustreasury
@ninaandtito
@gregolear
@eegarim
@businessinsider

Top Mentioned in G10:
@cernovich
@drawandstrike
@youtube
@20minutes
@gatewaypundit
@lsanger
@billclinton
@sethabramson
@w_terrence

Top Tweeters
Top Tweeters in Entire Graph:
@elnacionalweb
@la_patilla
@periodicovzlano
@occuworld
@pulpnews
@missb62
@la_sopa_digital
@tomthunkitsmind
@noticias24
@yuuji_k1

Top Tweeters in G1:
@cheezwitham
@tadrow
@girxlclub
@tinnkky
@nelldawgie
@sugaarrbaby
@roonie_214
@shirahoshime
@hardtimesofdriz
@boandsunny

Top Tweeters in G2:
@alllibertynews
@missyjo79
@lauracgilleslil
@thehill
@dylanesque2604
@kstreet111
@nahbabynah
@guardian
@miller_gwen
@nightingalern

Top Tweeters in G3:
@mooncindylu
@teamyoutube
@drofdem
@dykstradame
@duduacgsfc
@awhatdafudge
@mustachechuck
@1718106j
@hrkbenowen
@dunbarjoseph

Top Tweeters in G4:
@missb62
@tomthunkitsmind
@theboydp
@argojournal
@phillip92321
@ohiomail
@paxnostrum
@britonanddane
@allchanges
@usrealitycheck

Top Tweeters in G5:
@la_patilla
@periodicovzlano
@pulpnews
@la_sopa_digital
@noticias24
@superveraz
@hotdog_news
@dolartoday
@commonpatriot
@infoitestero

Top Tweeters in G6:
@jim_peoples_
@lovtoridemytrek
@homerwhite
@ambinc1
@wildwillow65
@lacerci65
@icare4america16
@4freedom4ever
@barracuda_bella
@casey2513

Top Tweeters in G7:
@marcocostavalue
@eavesdropann
@gnrtg4gifts
@usatopguns
@anilns425
@janiek13
@joannaprile
@appsame
@totemranch613
@carolde

Top Tweeters in G8:
@joej2020usa
@tahdeetz
@concernedhigh
@blanken01
@rentonmagauk
@ingodidotrust
@ussanews
@karriefleetwood
@patriciabride
@wvtrump

Top Tweeters in G9:
@manmet80
@debilu2
@leehillerlondon
@businessinsider
@b140tweet
@actdontreact
@theresamax
@enrico056
@solusnan1
@girlzinger

Top Tweeters in G10:
@capebreton1973
@threadreaderapp
@petefrt
@drawandstrike
@thereseosulliv2
@z_chrissie
@_yvonneburton
@hopingforachang
@danaboos3
@20minutes


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