The graph represents the network of YouTube videos whose title, keywords, description, categories, or author's username contain "Epstein". The network was obtained from YouTube on Thursday, 25 June 2020 at 16:22 UTC.

The network was limited to 200 videos.

There is an edge for each user who comented an a video. There is an edge for each user who replied to a comment.

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.

Vertices : 3139
Unique Edges : 3748
Edges With Duplicates : 1264
Total Edges : 5012
Number of Edge Types : 2
Comment : 1326
Reply : 3686
Self-Loops : 399
Reciprocated Vertex Pair Ratio : 0.0732040426113084
Reciprocated Edge Ratio : 0.13642148129295
Connected Components : 121
Single-Vertex Connected Components : 49
Maximum Vertices in a Connected Component : 1302
Maximum Edges in a Connected Component : 2158
Maximum Geodesic Distance (Diameter) : 23
Average Geodesic Distance : 9.242335
Graph Density : 0.000398875878638588
Modularity : 0.735751
NodeXL Version : 1.0.1.436

Top URLs In Comment in Entire Graph:
[6] https://mobile.twitter.com/officialmcafee/status/1194554716623196160?lang=es
[6] https://www.youtube.com/watch?v=DAUOurZIVfI

[6] https://www.youtube.com/watch?v=_H5NJZMDumY&feature=youtu.be

[4] https://youtu.be/GDneEDQDakM
[4] https://www.youtube.com/channel/UCox4UyPlcCRItv10vQAHK3Q
[4] https://www.youtube.com/watch?v=zHgZdxfDfiQ&lc

[4] https://www.thesun.co.uk/news/11805488/prince-andrew-quizzed-over-jeffrey-epstein-links/
[4] https://www.movieboxpro.app/index/index/tvdetail?id=12823
[4] https://www.coreysdigs.com/u-s/epstein-didnt-kill-himself-graphic-death-photos-reveal/
[2] http://by-jipp.blogspot.com/2020/06/raoult-denonce-les-blaireaux-de-la.html?m=1

Top URLs In Comment in G1:
[2] http://by-jipp.blogspot.com/2020/06/raoult-denonce-les-blaireaux-de-la.html?m=1
[2] https://www.lefigaro.fr/flash-actu/le-conseil-national-de-l-ordre-des-medecins-ouvre-une-procedure-contre-le-professeur-perronne-20200624?utm_source=app&utm_medium=sms&utm_campaign=fr.playsoft.lefigarov3
[2] https://www.mesopinions.com/petition/sante/soutien-professeur-perronne-pouvons-laisser-passer/93958
[1] http://thebrain.com/

Top URLs In Comment in G2:
[2] https://www.youtube.com/watch?v=dvCcbtobd-c

[2] https://locals.com/
[2] https://www.unz.com/page/american-pravda-series/
[2] http://b-ok.cc/
[2] https://freedomforceinternational.org/position-statements/jfk_and_fed/
[2] https://famguardian.org/Subjects/MoneyBanking/FederalReserve/FRconspire/jfk.htm
[2] https://www.corbettreport.com/the-strange-case-of-sirhan-sirhan/
[2] https://youtu.be/nM_iH1f9apk
[1] http://archive.org/
[1] http://ebookhunter.ch/

Top URLs In Comment in G4:
[2] https://www.youtube.com/watch?v=wD6-mYfC2Nc

[2] https://www.facebook.com/LanceurdAlerteOfficial/videos/1043775232480374/?vh=e
[2] https://anonfiles.com/B7r9D5v5oc/NJFR_pdf

Top URLs In Comment in G5:
[4] https://www.coreysdigs.com/u-s/epstein-didnt-kill-himself-graphic-death-photos-reveal/
[1] http://www.youtube.com/results?search_query=%23anarchyisprogress
[1] http://www.youtube.com/results?search_query=%23movementforapeoplesparty
[1] http://clicking.like/
[1] http://www.youtube.com/results?search_query=%23VoteREDtillDNCisDEAD

Top URLs In Comment in G6:
[2] https://www.instagram.com/esaagar/

Top URLs In Comment in G7:
[2] https://www.youtube.com/watch?v=FGhqh41WdDk

[1] http://trump.is/
[1] http://www.youtube.com/results?search_query=%23snowjob
[1] http://www.youtube.com/results?search_query=%23fullspectrumdominance

Top URLs In Comment in G8:
[4] https://www.thesun.co.uk/news/11805488/prince-andrew-quizzed-over-jeffrey-epstein-links/

Top URLs In Comment in G9:
[2] https://youtu.be/4ff2ePS1zBA
[2] https://www.vanityfair.com/style/2018/08/madonna-moved-her-family-to-portugal-to-get-away-from-trump
[1] https://www.youtube.com/watch?v=_eEWXA6GSSw&t=00m15s

Top URLs In Comment in G10:
[4] https://www.movieboxpro.app/index/index/tvdetail?id=12823
[2] https://www8.series9.to/film/jeffrey-epstein-filthy-rich-season-1/watching.html?ep=4
[2] https://youtu.be/lpzs_TjQPZQ
[2] https://youtu.be/kgg8BzTE2ro
[2] https://youtu.be/q60ypN5x1Wk
[2] https://youtu.be/JJM1HzRWAvA
[2] https://m.youtube.com/watch?v=vjwf9F_v5cI

[2] https://youtu.be/F76T92iE-O8
[2] https://youtu.be/KqzAsDyr9TU
[2] https://m.youtube.com/watch?v=r0y1SjbVkkU

Top Domains In Comment in Entire Graph:
[156] youtube.com
[80] youtu.be
[22] twitter.com
[12] bitchute.com
[10] facebook.com
[8] thelastamericanvagabond.com
[8] co.uk
[6] instagram.com
[4] patreon.com
[4] subscribestar.com

Top Domains In Comment in G1:
[2] blogspot.com
[2] lefigaro.fr
[2] mesopinions.com
[1] thebrain.com

Top Domains In Comment in G2:
[2] youtube.com
[2] locals.com
[2] unz.com
[2] b-ok.cc
[2] freedomforceinternational.org
[2] famguardian.org
[2] corbettreport.com
[2] youtu.be
[1] archive.org
[1] ebookhunter.ch

Top Domains In Comment in G4:
[2] youtube.com
[2] facebook.com
[2] anonfiles.com

Top Domains In Comment in G5:
[4] coreysdigs.com
[3] youtube.com
[1] clicking.like

Top Domains In Comment in G6:
[2] instagram.com

Top Domains In Comment in G7:
[4] youtube.com
[1] trump.is

Top Domains In Comment in G8:
[4] co.uk

Top Domains In Comment in G9:
[2] youtu.be
[2] vanityfair.com
[1] youtube.com

Top Domains In Comment in G10:
[16] youtu.be
[8] youtube.com
[4] movieboxpro.app
[2] series9.to
[2] co.uk

Top Words in Comment in Entire Graph:
[651] en
[583] epstein
[478] el
[422] trump
[378] le
[370] est
[358] les
[344] lo
[335] people
[293] por

Top Words in Comment in G1:
[228] est
[176] le
[164] des
[159] les
[151] pas
[116] en
[111] qui
[104] pour
[84] qu
[83] sur

Top Words in Comment in G2:
[47] ryan
[22] people
[18] epstein
[13] time
[10] building
[10] books
[10] whitney
[10] 11
[10] book
[10] jfk

Top Words in Comment in G3:
[40] epstein
[17] jeffery
[14] israel
[13] girls
[13] andrew
[12] trump
[12] killed
[11] maxwell
[11] black
[11] money

Top Words in Comment in G4:
[32] est
[27] les
[22] pas
[22] le
[21] en
[18] tu
[15] du
[13] des
[13] mais
[12] ce

Top Words in Comment in G5:
[50] trump
[31] people
[29] epstein
[15] children
[13] dead
[10] photos
[9] sex
[8] time
[8] truth
[7] president

Top Words in Comment in G6:
[30] epstein
[22] trump
[19] people
[18] clinton
[14] story
[12] media
[8] saagar
[8] googily
[8] moogily
[7] time

Top Words in Comment in G7:
[40] epstein
[31] people
[29] trump
[26] victims
[14] jeffrey
[13] clinton
[12] real
[12] women
[11] rich
[10] mossad

Top Words in Comment in G8:
[21] epstein
[18] andrew
[16] maxwell
[14] people
[13] money
[12] prince
[12] queen
[11] guilty
[11] trump
[11] girls

Top Words in Comment in G9:
[33] cristina
[29] não
[25] muito
[24] para
[24] boa
[21] da
[20] noite
[17] mas
[17] em
[16] uma

Top Words in Comment in G10:
[48] epstein
[23] cell
[20] dead
[19] epsteins
[18] girls
[17] people
[12] perfect
[11] money
[11] island
[10] clones

Top Word Pairs in Comment in Entire Graph:
[57] jeffrey,epstein
[55] en,el
[52] prince,andrew
[36] est,pas
[31] el,documental
[30] ghislaine,maxwell
[22] epstein,dead
[22] trump,epstein
[22] donald,trump
[21] el,mundo

Top Word Pairs in Comment in G1:
[19] est,pas
[16] dans,le
[14] sur,netflix
[13] qu,elles
[12] qui,ont
[12] les,filles
[11] très,bien
[10] les,gens
[10] ils,ont
[10] le,documentaire

Top Word Pairs in Comment in G2:
[8] linda,niemkiewicz
[8] ryan,dawson
[6] paul,sansonetti
[5] twin,towers
[4] gary,perkins
[4] whitney,webb
[4] map,ryan
[3] reading,books
[3] rabbit,hole
[3] rebecca,lee

Top Word Pairs in Comment in G3:
[16] jeffery,epstein
[8] black,mail
[7] mail,operation
[6] ghislaine,maxwell
[6] prince,andrew
[6] jeffrey,epstein
[4] ivan,valentine
[4] epstein,ghislaine
[3] underage,girls
[3] israel,mossad

Top Word Pairs in Comment in G4:
[7] en,france
[5] genital,mutilation
[4] les,gens
[3] tu,peux
[3] dans,les
[3] ça,en
[3] est,trop
[3] male,circumcision
[2] dans,rue
[2] puis,dans

Top Word Pairs in Comment in G5:
[5] trump,epstein
[5] kristy,olsen
[5] epstein,kill
[4] president,trump
[4] fabulously,vee
[4] pedo,island
[4] coreysdigs,epstein
[4] kill,graphic
[4] graphic,death
[4] death,photos

Top Word Pairs in Comment in G6:
[8] googily,moogily
[6] whitney,webb
[4] donald,trump
[4] hope,jones
[3] barr,father
[2] comment,daily
[2] instagram,esaagar
[2] cia,mossad
[2] pure,speculation
[2] diplomatic,immunity

Top Word Pairs in Comment in G7:
[12] jeffrey,epstein
[6] maria,farmer
[5] prince,andrew
[5] yep,yep
[4] rich,people
[3] robert,maxwell
[3] jojo,britain
[3] britain,scrazywormwoman
[3] whitney,webb
[3] clinton,island

Top Word Pairs in Comment in G8:
[10] prince,andrew
[9] mike,organ
[5] jeffrey,epstein
[4] thesun,news
[4] news,11805488
[4] 11805488,prince
[4] andrew,quizzed
[4] quizzed,jeffrey
[4] epstein,links
[4] age,consent

Top Word Pairs in Comment in G9:
[20] boa,noite
[12] cristina,daflon
[11] daflon,chicletinho
[8] seu,canal
[7] seja,bem
[6] bom,dia
[6] deus,abençoe
[5] por,favor
[5] bem,vindo
[4] favor,uma

Top Word Pairs in Comment in G10:
[14] epsteins,cell
[8] epstein,dead
[8] dead,pic
[8] pic,arrest
[8] arrest,clone
[8] clone,billions
[8] billions,narcissist
[8] narcissist,create
[8] create,bunch
[8] bunch,perfect