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Epstein_2019-08-21_09-26-41.xlsx (experimental version)
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From:
Connected Action NodeXL-Reports
Uploaded on:
August 21, 2019
Short Description:
Epstein via NodeXL http://bit.ly/2Z8Akc6
@realdonaldtrump
@drrepstein
@saywhenla
@mailonline
@ethanz
@w_terrence
@stormisuponus
@xeni
@thomas1774paine
@jkbjournalist

Top hashtags:
#epstein
#google
#hillary
#democracy
#jeffreyepstein
#qanon
#scotus
#lolitaexpress

Description:
Description
The graph represents a network of 16,440 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 Wednesday, 21 August 2019 at 17:26 UTC.

The tweets in the network were tweeted over the 2-hour, 29-minute period from Wednesday, 21 August 2019 at 13:57 UTC to Wednesday, 21 August 2019 at 16:26 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


Overall Graph Metrics
Vertices : 16440
Unique Edges : 26224
Edges With Duplicates : 8415
Total Edges : 34639
Self-Loops : 3265
Reciprocated Vertex Pair Ratio : 0.0080351728320194
Reciprocated Edge Ratio : 0.0159422469544292
Connected Components : 1788
Single-Vertex Connected Components : 995
Maximum Vertices in a Connected Component : 12862
Maximum Edges in a Connected Component : 30683
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 5.322199
Graph Density : 9.84099736710028E-05
Modularity : 0.680671
NodeXL Version : 1.0.1.419

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[453] https://www.dailymail.co.uk/news/article-7377133/Bill-Gates-REFUSES-reveal-flew-Lolita-Express-Jeffrey-Epstein-prison-release.html?ito=amp_twitter_share-top
[334] https://www.dailymail.co.uk/news/article-7377133/Bill-Gates-REFUSES-reveal-flew-Lolita-Express-Jeffrey-Epstein-prison-release.html
[136] https://www.nbcnews.com/news/crime-courts/jeffrey-epstein-preyed-women-during-jail-sentence-forced-victim-marry-n1044641
[121] https://nypost.com/2019/08/20/ghislaine-maxwell-taught-epstein-victim-proper-way-to-perform-oral-sex-suit/
[116] https://www.zerohedge.com/news/2019-08-21/epstein-used-network-shell-companies-and-associates-sex-trafficking-ring-lawsuits
[99] https://truepundit.com/modeling-agency-provided-jeffrey-epstein-with-over-1000-underage-girls/
[97] https://www.davidharrisjr.com/steven/former-cellmate-of-jeffrey-epstein-warned-by-prison-guards-to-shut-up-and-stop-talking-about-epstein/
[63] https://truepundit.com/jeffrey-epstein-chose-new-mexico-for-a-reason/
[58] https://www.bostonglobe.com/metro/2019/08/20/mit-more-fallout-from-epstein-ties/2xNSQTkullsjQzfPcVSgjJ/story.html
[55] https://www.theepochtimes.com/bill-gates-denies-relationship-with-jeffrey-epstein-despite-flight-records_3050374.html

Top URLs in Tweet in G1:
[396] https://www.dailymail.co.uk/news/article-7377133/Bill-Gates-REFUSES-reveal-flew-Lolita-Express-Jeffrey-Epstein-prison-release.html?ito=amp_twitter_share-top
[248] https://www.dailymail.co.uk/news/article-7377133/Bill-Gates-REFUSES-reveal-flew-Lolita-Express-Jeffrey-Epstein-prison-release.html
[18] https://nypost.com/2019/08/20/ex-bill-gates-adviser-shocked-to-be-named-one-of-jeffrey-epsteins-executors/
[14] https://www.zerohedge.com/news/2019-08-21/epstein-used-network-shell-companies-and-associates-sex-trafficking-ring-lawsuits
[13] https://truepundit.com/modeling-agency-provided-jeffrey-epstein-with-over-1000-underage-girls/
[11] https://www.davidharrisjr.com/steven/former-cellmate-of-jeffrey-epstein-warned-by-prison-guards-to-shut-up-and-stop-talking-about-epstein/
[11] https://www.dailymail.co.uk/news/article-7376101/Jeffrey-Epstein-pilot-claims-Prince-Andrew-flew-jet-paedophile-Virginia-Roberts.html
[10] https://nypost.com/2019/08/20/ghislaine-maxwell-taught-epstein-victim-proper-way-to-perform-oral-sex-suit/
[10] https://www.dailymail.co.uk/news/article-7372745/Katherine-Keating-Jeffrey-Epstein-connection-Paul-Keating.html
[8] https://www.dailymail.co.uk/news/article-7371693/Jean-Luc-Brunel-gave-Jeffrey-Epstein-three-poor-12-year-old-triplets-France-birthday-present.html

Top URLs in Tweet in G2:
[42] https://www.breitbart.com/tech/2019/08/20/professor-robert-epstein-hillary-clinton-is-wrong-about-google/
[21] https://uncoverdc.com/2019/08/21/hagmann-report-with-tracy-beanz-barr-epstein-the-oig-report/
[9] https://www.dailymail.co.uk/news/article-7377133/Bill-Gates-REFUSES-reveal-flew-Lolita-Express-Jeffrey-Epstein-prison-release.html?ito=amp_twitter_share-top
[9] https://nypost.com/2019/08/21/prince-andrew-flew-on-jeffrey-epsteins-private-jet-with-teen-sex-slave-pilot/
[8] https://www.youtube.com/watch?v=oLhfhj1Ysus&feature=youtu.be

[8] https://nypost.com/2019/08/20/ghislaine-maxwell-taught-epstein-victim-proper-way-to-perform-oral-sex-suit/
[8] https://www.dailymail.co.uk/news/article-7377133/Bill-Gates-REFUSES-reveal-flew-Lolita-Express-Jeffrey-Epstein-prison-release.html
[5] https://www.judiciary.senate.gov/imo/media/doc/Epstein%20Testimony.pdf
[5] https://uncoverdc.com/2019/08/20/newsmax-liquid-lunch-epstein-investigation-tracy-beanz/
[5] https://soundcloud.com/kmcradio/20190726-decision2020-dr-robert-epstein-discusses-googles-massive-scale-hacking-of-elections

Top URLs in Tweet in G3:
[59] https://truepundit.com/modeling-agency-provided-jeffrey-epstein-with-over-1000-underage-girls/
[46] https://truepundit.com/jeffrey-epstein-chose-new-mexico-for-a-reason/
[36] https://www.dailymail.co.uk/news/article-7377133/Bill-Gates-REFUSES-reveal-flew-Lolita-Express-Jeffrey-Epstein-prison-release.html?ito=amp_twitter_share-top
[32] https://explainlife.com/judge-jeanine-drops-bombshell-about-epstein-that-should-terrify-bill-clinton-16211/?utm_source=ExplainLife.com&utm_medium=Martin
[32] https://www.theepochtimes.com/bill-gates-denies-relationship-with-jeffrey-epstein-despite-flight-records_3050374.html
[29] https://truepundit.com/new-lawsuits-detail-how-jeffrey-epstein-allegedly-lured-victims/
[29] https://nypost.com/2019/08/21/prince-andrew-flew-on-jeffrey-epsteins-private-jet-with-teen-sex-slave-pilot/?utm_source=twitter_sitebuttons&utm_medium=site%20buttons&utm_campaign=site%20buttons
[27] https://www.breitbart.com/the-media/2019/08/20/reports-epstein-partner-ghislaine-maxwells-in-n-out-photo-is-photoshopped/
[26] https://truepundit.com/bill-gates-adviser-shocked-jeffrey-epstein-named-him-in-will/
[21] https://www.dailymail.co.uk/news/article-7377133/Bill-Gates-REFUSES-reveal-flew-Lolita-Express-Jeffrey-Epstein-prison-release.html

Top URLs in Tweet in G4:
[19] https://twitter.com/hillaryclinton/status/1164172968471277569
[19] https://www.zerohedge.com/news/2019-08-21/epstein-used-network-shell-companies-and-associates-sex-trafficking-ring-lawsuits
[12] https://www.yahoo.com/news/epsteins-jail-guards-warned-cellmate-100432014.html?.tsrc=fauxdal
[12] https://www.infowars.com/epsteins-cellmate-told-there-will-be-a-price-to-pay-if-he-talks/
[12] https://www.bostonglobe.com/metro/2019/08/20/mit-more-fallout-from-epstein-ties/2xNSQTkullsjQzfPcVSgjJ/story.html
[10] https://www.shtfplan.com/headline-news/american-gulag-death-of-jeffrey-epstein-will-julian-assange-be-next_08202019
[10] http://www.msn.com/en-us/news/crime/epsteins-sex-ring-employed-his-network-of-shell-companies-lawsuits-claim/ar-AAG4NrF?ocid=st
[9] https://www.nbcnews.com/news/crime-courts/jeffrey-epstein-preyed-women-during-jail-sentence-forced-victim-marry-n1044641
[8] https://medium.com/@EthanZ/on-me-and-the-media-lab-715bfc707f6f
[8] https://news.ycombinator.com/item?id=20757879

Top URLs in Tweet in G5:
[17] https://www.bizpacreview.com/2019/08/21/epsteins-former-cellmate-saying-guards-are-threatening-him-asks-for-transfer-787952
[15] https://www.bostonglobe.com/metro/2019/08/20/mit-more-fallout-from-epstein-ties/2xNSQTkullsjQzfPcVSgjJ/story.html
[11] https://www.dailymail.co.uk/news/article-7377133/Bill-Gates-REFUSES-reveal-flew-Lolita-Express-Jeffrey-Epstein-prison-release.html
[9] https://www.thenation.com/article/epstein-science-sex-abuse-eugenics/
[8] https://medium.com/@EthanZ/on-me-and-the-media-lab-715bfc707f6f
[7] https://www.wptv.com/news/region-c-palm-beach-county/new-jeffrey-epstein-paid-palm-beach-sheriffs-office-128-000-during-incarceration-for-prostitution
[6] https://nypost.com/2019/08/20/jeffrey-epstein-an-evil-genius-for-filing-will-in-the-virgin-islands/
[6] https://www.bostonglobe.com/metro/2019/08/20/mit-more-fallout-from-epstein-ties/2xNSQTkullsjQzfPcVSgjJ/story.html?event=event25
[5] https://www.politico.com/magazine/story/2019/08/20/epstein-ghislaine-maxwell-227632
[5] https://www.nbcnews.com/news/crime-courts/jeffrey-epstein-preyed-women-during-jail-sentence-forced-victim-marry-n1044641

Top URLs in Tweet in G6:
[16] https://neonnettle.com/news/8546-bill-gates-refuses-to-explain-why-he-flew-on-jeffrey-epstein-s-lolita-express-
[13] https://www.valeursactuelles.com/clubvaleurs/politique/affaire-epstein-les-dessous-de-lintervention-de-marlene-schiappa-110029
[8] https://www.huffingtonpost.fr/entry/laffaire-epstein-est-une-occasion-unique-pour-la-france-de-rendre-justice-aux-victimes-de-pedocriminalite_fr_5d5bf75fe4b0d1e11368297f?ncid=other_twitter_cooo9wqtham&utm_campaign=share_twitter
[8] https://fr.sputniknews.com/international/201908211041960866-trois-francaises-mineures-auraient-ete-offertes-a-epstein-par-brunel-en-cadeau-danniversaire/
[8] https://neonnettle.com/news/8483-prince-andrew-flees-to-spain-as-heat-rises-in-jeffrey-epstein-case
[7] http://www.leparisien.fr/faits-divers/affaire-epstein-la-probabilite-que-l-homme-d-affaires-ait-eu-des-enfants-est-enorme-21-08-2019-8137041.php
[6] https://www.cnews.fr/monde/2019-08-21/jeffrey-epstein-avait-recu-3-filles-de-12-ans-venues-de-france-pour-son
[5] https://www.lepoint.fr/monde/le-mysterieux-testament-de-jeffrey-epstein-20-08-2019-2330685_24.php
[4] https://twitter.com/nypost/status/1163540567055380486
[4] https://www.dailymail.co.uk/news/article-7376101/Jeffrey-Epstein-pilot-claims-Prince-Andrew-flew-jet-paedophile-Virginia-Roberts.html

Top URLs in Tweet in G7:
[4] https://nypost.com/2019/08/21/prince-andrew-flew-on-jeffrey-epsteins-private-jet-with-teen-sex-slave-pilot/
[3] http://www.renegadetribune.com/the-epstein-associate-nobodys-talking-about-the-idf-linked-bond-girl-infiltrating-the-uk-nhs/
[3] https://www.forbes.com/sites/richardbehar/2019/08/15/jeffrey-epstein-spent-time-alone-with-young-female-prison-visitor/#33552868185b
[2] https://truepundit.com/modeling-agency-provided-jeffrey-epstein-with-over-1000-underage-girls/
[2] https://www.jpost.com/Breaking-News/French-modeling-agency-provided-Jeffrey-Epstein-with-underage-girls-report-599032
[2] https://www.westernjournal.com/court-docs-say-epstein-got-3-pre-teens-birthday-present-molested-sent-back-next-day/?utm_source=Twitter&utm_medium=PostTopSharingButtons&utm_campaign=websitesharingbuttons
[2] https://www.dailymail.co.uk/news/article-7377133/Bill-Gates-REFUSES-reveal-flew-Lolita-Express-Jeffrey-Epstein-prison-release.html
[2] https://www.infowars.com/american-gulag-death-of-jeffrey-epstein-will-julian-assange-be-next/
[2] https://mavenroundtable.io/theintellectualist/news/epstein-s-death-was-revealed-online-before-officials-publicly-announced-it-k3mToEJzREur6d7XRLgh9A/
[2] https://thegoodlylawfulsociety.org/john-seeley-canadas-pied-piper-of-pedophilia-june-28-2015/

Top URLs in Tweet in G8:
[8] https://www.newsweek.com/mit-ethan-zuckerman-resign-jeffrey-epstein-1455482?utm_source=Public&utm_medium=Feed&utm_campaign=Distribution
[6] https://www.rt.com/op-ed/466983-ghislaine-robert-maxwell-epstein/
[6] https://www.pscp.tv/w/cC08szUxNzIyMzh8MUx5R0JBWHJqRWFLTrF_lGjS8XnVkCcusZeM8zNrkzhvc_jdvy2S95GUmom-
[5] http://www.msnbc.com/stephanie-ruhle/watch/lawsuits-allege-epstein-preyed-on-women-during-jail-work-release-66873413797
[4] https://www.latimes.com/opinion/story/2019-08-20/jeffrey-epstein-charisma
[4] https://www.mintpressnews.com/shocking-origins-jeffrey-epstein-blackmail-roy-cohn/260621/
[4] https://www.rt.com/usa/466941-epstein-google-hillary-election-meddling/
[3] https://www.mintpressnews.com/mega-group-maxwells-mossad-spy-story-jeffrey-epstein-scandal/261172/
[3] https://www.youtube.com/watch?v=xfHSKO5FxxE&feature=youtu.be

[2] https://www.dailymail.co.uk/news/article-7377133/Bill-Gates-REFUSES-reveal-flew-Lolita-Express-Jeffrey-Epstein-prison-release.html

Top URLs in Tweet in G9:
[23] https://www.forbes.com/sites/drewhendricks/2013/10/02/science-funder-jeffrey-epstein-launches-radical-emotional-software-for-the-gaming-industry/#5b9c4c5d77a7
[11] https://www.nbcnews.com/news/crime-courts/jeffrey-epstein-preyed-women-during-jail-sentence-forced-victim-marry-n1044641
[6] https://sagaciousnewsnetwork.com/science-funder-jeffrey-epstein-launches-radical-emotional-software-for-the-gaming-industry/
[6] https://www.cnbc.com/2019/08/19/william-barr-orders-removal-of-prisons-director-after-jeffrey-epstein-death.html
[5] https://www.youtube.com/watch?v=og5f57jsVOU&feature=youtu.be

[5] https://deadstate.org/christian-tv-host-jeffrey-epstein-is-alive-and-well-and-walking-around-with-a-head-transplant/
[4] https://www.youtube.com/watch?v=bBN7Xqf7rWI

[4] https://news.yahoo.com/epsteins-jail-guards-warned-cellmate-100432014.html?soc_src=hl-viewer&soc_trk=tw
[3] https://news.yahoo.com/3-women-sue-epsteins-estate-172327021.html?soc_src=hl-viewer&soc_trk=tw
[3] https://www.bostonglobe.com/metro/2019/08/20/mit-more-fallout-from-epstein-ties/2xNSQTkullsjQzfPcVSgjJ/story.html

Top URLs in Tweet in G10:
[79] https://www.nbcnews.com/news/crime-courts/jeffrey-epstein-preyed-women-during-jail-sentence-forced-victim-marry-n1044641
[24] https://bigleaguepolitics.com/cover-up-jeffrey-epsteins-visitor-records-while-serving-work-release-were-mysteriously-destroyed/?utm_content=bufferf7074&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[11] https://bigleaguepolitics.com/cover-up-jeffrey-epsteins-visitor-records-while-serving-work-release-were-mysteriously-destroyed/
[7] https://twitter.com/drrepstein/status/1163696690852876288
[6] https://www.redstate.com/brandon_morse/2019/08/21/epsteins-former-cellmate-claims-hes-threatened-stay-silent-epsteins-suicide/?utm_source=Twitter&utm_medium=social&utm_term=epsteins-former-cellmate-claims-hes-threatened-stay-silent-epsteins-suicide&utm_content=0&utm_campaign=PostPromoterPro
[5] https://www.bizpacreview.com/2019/08/21/epsteins-former-cellmate-saying-guards-are-threatening-him-asks-for-transfer-787952
[5] https://dcdirtylaundry.com/top-model-scout-flew-12-year-old-triplets-in-from-france-as-a-birthday-gift-for-epstein/
[5] https://twitter.com/drrepstein/status/1163918497627299840
[5] https://www.redstate.com/brandon_morse/2019/08/21/epsteins-former-cellmate-claims-hes-threatened-stay-silent-epsteins-suicide/
[4] https://www.dailymail.co.uk/news/article-7377133/Bill-Gates-REFUSES-reveal-flew-Lolita-Express-Jeffrey-Epstein-prison-release.html

Top Domains
Top Domains in Tweet in Entire Graph:
[1082] co.uk
[680] twitter.com
[422] nypost.com
[377] youtube.com
[317] truepundit.com
[147] nbcnews.com
[134] zerohedge.com
[97] davidharrisjr.com
[90] breitbart.com
[79] bostonglobe.com

Top Domains in Tweet in G1:
[692] co.uk
[47] nypost.com
[42] twitter.com
[27] truepundit.com
[16] zerohedge.com
[13] youtube.com
[11] davidharrisjr.com
[11] foxnews.com
[7] nbcnews.com
[7] infowars.com

Top Domains in Tweet in G2:
[45] breitbart.com
[39] twitter.com
[30] youtube.com
[29] co.uk
[26] uncoverdc.com
[24] nypost.com
[8] truepundit.com
[6] aibrt.org
[5] senate.gov
[5] theepochtimes.com

Top Domains in Tweet in G3:
[216] truepundit.com
[114] nypost.com
[77] co.uk
[43] theepochtimes.com
[39] youtube.com
[33] breitbart.com
[32] explainlife.com
[30] twitter.com
[21] thegatewaypundit.com
[18] infowars.com

Top Domains in Tweet in G4:
[156] twitter.com
[34] youtube.com
[34] co.uk
[30] nypost.com
[28] nytimes.com
[24] zerohedge.com
[22] yahoo.com
[20] infowars.com
[17] bostonglobe.com
[17] msn.com

Top Domains in Tweet in G5:
[39] twitter.com
[24] bostonglobe.com
[23] nypost.com
[20] co.uk
[17] bizpacreview.com
[10] nytimes.com
[10] medium.com
[10] wptv.com
[9] thenation.com
[7] thedailybeast.com

Top Domains in Tweet in G6:
[28] neonnettle.com
[20] twitter.com
[18] valeursactuelles.com
[13] huffingtonpost.fr
[8] sputniknews.com
[8] co.uk
[7] leparisien.fr
[6] cnews.fr
[6] lepoint.fr
[6] youtube.com

Top Domains in Tweet in G7:
[4] nypost.com
[4] infowars.com
[3] renegadetribune.com
[3] forbes.com
[3] co.uk
[2] twitter.com
[2] truepundit.com
[2] jpost.com
[2] westernjournal.com
[2] mavenroundtable.io

Top Domains in Tweet in G8:
[11] mintpressnews.com
[10] rt.com
[9] pscp.tv
[9] twitter.com
[8] newsweek.com
[7] co.uk
[6] youtube.com
[5] msnbc.com
[4] bloomberg.com
[4] latimes.com

Top Domains in Tweet in G9:
[23] forbes.com
[14] youtube.com
[13] nbcnews.com
[13] truepundit.com
[11] yahoo.com
[11] twitter.com
[9] thedailybeast.com
[7] trib.al
[6] bostonglobe.com
[6] sagaciousnewsnetwork.com

Top Domains in Tweet in G10:
[79] nbcnews.com
[36] bigleaguepolitics.com
[19] twitter.com
[12] co.uk
[11] truepundit.com
[11] redstate.com
[6] foxnews.com
[5] bizpacreview.com
[5] dcdirtylaundry.com
[3] nypost.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1612] epstein
[821] google
[805] hillary
[210] democracy
[177] jeffreyepstein
[169] qanon
[129] scotus
[108] lolitaexpress
[93] brunel
[84] france



Top Hashtags in Tweet in G1:
[161] epstein
[45] qanon
[40] hillary
[40] google
[22] epsteinmurder
[20] jeffreyepstein
[13] epsteinsuicide
[9] democracy
[9] lolitaexpress
[8] princeandrew

Top Hashtags in Tweet in G2:
[656] google
[637] hillary
[164] democracy
[163] epstein
[21] hagmannreport
[21] oigreport
[20] pantaleo
[16] qanon
[11] maga
[11] lonewimpmccabe

Top Hashtags in Tweet in G3:
[167] epstein
[122] scotus
[75] jeffreyepstein
[42] qanon
[41] coffeewithskipper
[41] latestonepstein
[38] hillary
[35] google
[10] democracy
[8] epsteinunsealed

Top Hashtags in Tweet in G4:
[83] epstein
[21] smartnews
[11] jeffreyepstein
[7] qanon
[7] clintonbodycount
[6] clinton
[6] wwg1wga
[5] news
[5] trump
[5] france

Top Hashtags in Tweet in G5:
[56] epstein
[7] princeandrew
[7] jeffreyepstein
[6] hillary
[6] google
[6] pedophile
[5] eugenics
[4] pedogatenews
[4] pedogate
[4] mit

Top Hashtags in Tweet in G6:
[317] epstein
[84] brunel
[14] france
[9] macron
[9] neonnettle
[8] pédocriminalité
[8] epsteinfrance
[7] g7
[6] bfmstory
[6] medias

Top Hashtags in Tweet in G7:
[17] epstein
[14] hillary
[14] google
[5] democracy
[2] epsteinsuicide
[2] epsteinmurder
[2] pizzagate
[2] pedogate
[2] trump
[2] maga

Top Hashtags in Tweet in G8:
[26] epstein
[6] moats
[2] hillary
[2] google
[2] epsteinsuicidecoverup
[2] epsteinmurder
[2] ethanzuckerman
[2] mitmedialab
[2] agbarrgate
[1] breaking

Top Hashtags in Tweet in G9:
[34] epstein
[14] dtmag
[7] opdeatheaters
[3] princeandrew
[3] ghislaine
[2] brunel
[2] wexner
[2] fluoride
[2] conspiracytheory
[2] fakenews

Top Hashtags in Tweet in G10:
[81] epstein
[73] lolitaexpress
[12] hillary
[12] google
[7] breaking
[4] democracy
[3] clintonbodycount
[3] foxnews
[3] qanon
[3] jeffreyepstein

Top Words
Top Words in Tweet in Entire Graph:
[11989] Words in Sentiment List#1: Positive
[23067] Words in Sentiment List#2: Negative
[171] Words in Sentiment List#3: Angry/Violent
[554935] Non-categorized Words
[590005] Total Words
[15370] epstein
[7361] s
[5921] jeffrey
[1979] #epstein
[1949] bill

Top Words in Tweet in G1:
[2503] s
[2497] epstein
[918] jeffrey
[898] gates
[896] bill
[889] out
[758] public
[757] called
[754] eyes
[753] part

Top Words in Tweet in G2:
[1147] epstein
[637] #hillary
[621] #google
[618] realdonaldtrump
[506] people
[492] want
[478] s
[471] re
[465] study
[460] company

Top Words in Tweet in G3:
[1898] epstein
[807] s
[779] jeffrey
[277] epstein's
[271] justice
[261] island
[255] bill
[244] swing
[220] sex
[210] roberts

Top Words in Tweet in G4:
[879] epstein
[331] jeffrey
[203] s
[117] epstein's
[101] sex
[85] #epstein
[79] media
[73] t
[72] trump
[71] over

Top Words in Tweet in G5:
[1444] epstein
[812] jeffrey
[669] s
[503] lab
[430] media
[414] money
[384] ethanz
[320] jkbjournalist
[306] took
[293] sex

Top Words in Tweet in G6:
[517] à
[415] d
[355] #epstein
[350] epstein
[342] et
[340] une
[316] les
[303] france
[287] enquête
[279] pas

Top Words in Tweet in G7:
[704] s
[640] clintons
[468] epstein
[347] clinton
[327] shady
[326] twitter
[323] want
[321] took
[319] think
[318] video

Top Words in Tweet in G8:
[354] epstein
[157] jeffrey
[131] epstein's
[101] case
[80] meet
[79] victims
[79] many
[78] prosecutors
[76] suicide
[76] scheduled

Top Words in Tweet in G9:
[338] epstein
[177] jeffrey
[121] sex
[108] women
[99] lawsuits
[98] girls
[96] young
[91] years
[90] many
[90] allegations

Top Words in Tweet in G10:
[343] epstein
[257] s
[184] bill
[160] america
[158] democrats
[158] corrupt
[148] relationship
[146] e
[136] jeffrey
[128] up

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[5159] jeffrey,epstein
[1844] epstein,s
[1419] bill,gates
[934] s,called
[933] eyes,wide
[933] wide,shut
[932] shut,filmed
[932] filmed,rothschild
[932] rothschild,s
[932] s,bentmore

Top Word Pairs in Tweet in G1:
[858] bill,gates
[819] jeffrey,epstein
[747] eyes,wide
[747] wide,shut
[747] shut,filmed
[747] filmed,rothschild
[747] rothschild,s
[747] s,bentmore
[747] bentmore,towers
[747] towers,basically

Top Word Pairs in Tweet in G2:
[452] people,worldwide
[450] #hillary,want
[450] want,legacy
[450] legacy,whistleblowers
[450] whistleblowers,leaks
[450] leaks,#google
[450] #google,confirmed
[450] confirmed,company
[450] company,blacklists
[450] blacklists,re

Top Word Pairs in Tweet in G3:
[657] jeffrey,epstein
[398] epstein,s
[184] epstein,island
[171] bill,gates
[138] prince,andrew
[122] omfg,#scotus
[122] #scotus,justice
[122] justice,robert's
[122] robert's,epstein
[122] island,#epstein

Top Word Pairs in Tweet in G4:
[288] jeffrey,epstein
[113] epstein,s
[61] media,lab
[34] jeffrey,epstein's
[33] prince,andrew
[30] shell,companies
[30] m,t
[29] network,shell
[29] lawsuits,claim
[29] t,media

Top Word Pairs in Tweet in G5:
[748] jeffrey,epstein
[418] media,lab
[277] epstein,s
[244] ethanz,xeni
[244] xeni,david_ingram
[244] david_ingram,jkbjournalist
[222] took,money
[219] sex,offender
[194] member,media
[194] offender,jeffrey

Top Word Pairs in Tweet in G6:
[171] 12,ans
[159] une,enquête
[103] toujours,pas
[102] jeffrey,epstein
[98] et,ses
[93] une,ancienne
[91] cadeau,d
[91] d,anniversaire
[89] enquête,france
[88] #epstein,pour

Top Word Pairs in Tweet in G7:
[312] ve,asked
[312] asked,apologize
[312] apologize,clintons
[312] clintons,order
[312] order,save
[312] save,career
[312] career,twitter
[312] twitter,took
[312] took,down
[312] down,clinton

Top Word Pairs in Tweet in G8:
[120] jeffrey,epstein
[67] buying,greenland
[66] trump,distracts
[66] distracts,talk
[66] talk,buying
[66] greenland,see
[66] see,shred
[66] shred,evidence
[66] evidence,supporting
[66] supporting,suicide

Top Word Pairs in Tweet in G9:
[167] jeffrey,epstein
[85] young,women
[84] epstein,employed
[84] employed,army
[84] army,disciples
[84] disciples,through
[84] through,complex
[84] complex,network
[84] network,companies
[84] companies,many

Top Word Pairs in Tweet in G10:
[117] jeffrey,epstein
[104] bill,gates
[81] wake,up
[80] pay,attention
[79] pure,evil
[79] evil,america
[79] america,pay
[79] attention,democrats
[79] democrats,corrupt
[79] corrupt,hillary

Top Replied-To
Top Replied-To in Entire Graph:
@realdonaldtrump
@hillaryclinton
@drrepstein
@gma
@potus
@dabeard
@w_terrence
@xeni
@ethanz
@robreiner

Top Replied-To in G1:
@potus
@stormisuponus
@lisamei62
@99freemind
@karlosabril
@qanonnotables
@thesharpedge1
@genflynn
@jdeverney
@saywhenla

Top Replied-To in G2:
@realdonaldtrump
@hillaryclinton
@drrepstein
@w_terrence
@tracybeanz
@valeriev7261
@vlkh2018
@billclinton
@senschumer
@miuwdeyo989

Top Replied-To in G3:
@gmanfan45
@thomas1774paine
@drrepstein
@breitbartnews
@cinmacluvs2knit
@iamwoke2020
@gatewaypundit
@snap_politics
@billoreilly
@xanono2

Top Replied-To in G4:

Top Replied-To in G5:
@dabeard
@xeni
@ethanz
@jkbjournalist
@heathr
@proudresister
@davidovalle305
@vickypjward
@realdonaldtrump
@karolcummins

Top Replied-To in G6:
@poulin2012
@bopealouis
@fredeledauphin
@patrick_edery
@advudiaavdudia
@cnews
@treligionopeace
@marleneschiappa
@estellefaure
@kisskoooooooll

Top Replied-To in G7:
@w_terrence
@charliekirk11
@education4libs
@thebradfordfile
@fairquestions
@llrturner
@boboscarrow
@effiegib
@girls_philly
@puffdomino

Top Replied-To in G8:
@glennkirschner2
@zevshalev
@_whitneywebb
@page88
@acosta
@libertyblitz
@georgegalloway
@callingbsonu
@jyuter
@whoareyoubo

Top Replied-To in G9:
@angelno32
@laurensd1
@sruhle
@tribelaw
@ap
@msnbc
@badluck_jones
@jillehughes
@vanityfair
@j2dumfounded

Top Replied-To in G10:
@c_3c_3
@martingeddes
@ga_peach3102
@evewhite5500
@archkennedy
@abc
@chic_savage
@carrollquigley1
@swisstexas
@99freemind

Top Mentioned
Top Mentioned in Entire Graph:
@mailonline
@realdonaldtrump
@ethanz
@jkbjournalist
@xeni
@david_ingram
@potus
@drrepstein
@hillaryclinton
@youtube

Top Mentioned in G1:
@mailonline
@potus
@genflynn
@stormisuponus
@lisamei62
@realdonaldtrump
@seancordicon
@trunews
@quillnink1776
@threadreaderapp

Top Mentioned in G2:
@realdonaldtrump
@drrepstein
@hillaryclinton
@judicialwatch
@google
@billclinton
@tomfitton
@tracybeanz
@lizzo
@donaldjtrumpjr

Top Mentioned in G3:
@xanono2
@gatewaypundit
@nypost
@mailonline
@epochtimes
@realdonaldtrump
@rudygiuliani
@potus
@trueeyethespy
@realbubbabeason

Top Mentioned in G4:
@ric9871ric
@seldoneurope
@journalisme_2_0

Top Mentioned in G5:
@ethanz
@jkbjournalist
@xeni
@david_ingram
@thejusticedept
@vickypjward
@nytimes
@mit
@joi
@bostonglobe

Top Mentioned in G6:
@nbelloubet
@marleneschiappa
@emmanuelmacron
@newyorkpost
@gerard_larcher
@richardferrand
@adrientaquet
@neonnettle
@hsellier
@memoiretrauma

Top Mentioned in G7:
@highbrow_nobrow
@mrcalmonsense
@mack3636
@lndontretweets
@mollerdennis
@lazarus1940
@boss302mike
@mayoushtak
@realdonaldtrump
@stacybogert

Top Mentioned in G8:
@_whitneywebb
@glennkirschner2
@narativlive
@georgegalloway
@jasonleopold
@latimesopinion
@sputnikint
@mintpressnews
@rtuknews
@rt_com

Top Mentioned in G9:
@nbcnews
@thedailybeast
@yahoo
@mollyjongfast
@therickwilson
@msnbc
@ninaandtito
@cbsnews
@realdonaldtrump
@thomass4217

Top Mentioned in G10:
@bigleaguepol
@gstephanopoulos
@abc
@thisweekabc
@dcclothesline
@bizpacreview
@katiecouric
@mark92559949
@dladner16
@charlierose

Top Tweeters
Top Tweeters in Entire Graph:
@elnacionalweb
@la_patilla
@pulpnews
@missb62
@_mrdavidjones
@tomthunkitsmind
@el_cooperante
@phildecarolis
@chris_1791
@currentsocials

Top Tweeters in G1:
@joej2020usa
@eavesdropann
@cssueta
@peggyruppe
@eyegloarts
@gaetasusan
@jjmac55
@janiek13
@jhjulian1956
@ingodidotrust

Top Tweeters in G2:
@immoralreport
@elpoliticonews
@joefreedomlove
@debrammason1
@stockguy61
@scribbledpages1
@pollsstar
@saveusrepublic2
@geoff_deweaver
@fasting39

Top Tweeters in G3:
@chris_1791
@missyjo79
@sharneal
@patriot_girl_tx
@onahunttoday
@jver1
@httweets
@lovecovfefe2020
@huffpost
@eluin_g8

Top Tweeters in G4:
@pulpnews
@currentsocials
@zyitegadgets
@coopmike48
@billm9
@alenkarabegovic
@raybae689
@aluizcosta
@diariopanorama
@usrealitycheck

Top Tweeters in G5:
@missb62
@_mrdavidjones
@souljahsingh
@sherrilee7
@joannecangal
@politicalbee
@b1e56df9ce6549f
@only4rm
@rhiles2760
@magicdmw

Top Tweeters in G6:
@jstlangevin
@heelleclech
@m2bliquis
@loudl
@mcraffermi
@lunace2pama
@le_figaro
@legrouxvincent
@justicepal2014
@neantilisme

Top Tweeters in G7:
@johnjoechad
@dianabialkowski
@helloteamtrump
@lndontretweets
@rentonmagauk
@classygal21
@oliviaand24
@battleofever
@hidehunt1
@prepper1776

Top Tweeters in G8:
@jilevin
@theresamax
@organic2016
@sar_oso
@mstepczyk
@bellablue1060
@didifrench
@leftnotright
@rodneyclaeys
@rt_com

Top Tweeters in G9:
@real_infinity95
@marieproia
@lovetogive2
@mayirmamay14
@sandyriccobono
@sergehalytsky
@big_smalls
@docrocktex26
@ydanasmithdutra
@bistycsross

Top Tweeters in G10:
@commonpatriot
@siminuteman1776
@klsouth
@justmepammy
@stetayen
@tia6sc
@rolandsmartin
@barracuda_bella
@jamierodr14
@nancycba1


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