panamapapers, Twitter, 12/5/2019 11:49:40 AM, 218155


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panamapapers_2019-12-03_18-50-49.xlsx
panamapapers_2019-12-03_18-50-49.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 05, 2019
Short Description:
panamapapers via NodeXL http://bit.ly/36bpn8J
@icijorg
@dw_espanol
@dawsonsfield
@viviendoelsurf
@milpasonline
@theeleanordavis
@pink1963dsw
@b_obermayer
@villafernando_
@thetimesofmalta

Top hashtags:
#panamapapers
#malta
#epstein
#deutschebank
#daphnecaruanagalizia

Description:
Description
The graph represents a network of 5,142 Twitter users whose tweets in the requested range contained "panamapapers", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 04 December 2019 at 02:52 UTC.

The requested start date was Monday, 02 December 2019 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 11-day, 20-hour, 56-minute period from Wednesday, 20 November 2019 at 04:01 UTC to Monday, 02 December 2019 at 00:58 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 : 5142
Unique Edges : 6732
Edges With Duplicates : 1767
Total Edges : 8499
Number of Edge Types : 3
Mentions : 7553
Replies to : 400
Tweet : 546
Self-Loops : 546
Reciprocated Vertex Pair Ratio : 0.0081799591002045
Reciprocated Edge Ratio : 0.0162271805273834
Connected Components : 458
Single-Vertex Connected Components : 193
Maximum Vertices in a Connected Component : 3667
Maximum Edges in a Connected Component : 6741
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 6.201294
Graph Density : 0.000261093030298972
Modularity : 0.764198
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 5,142 Twitter users whose tweets in the requested range contained "panamapapers", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 04 December 2019 at 02:52 UTC.

The requested start date was Monday, 02 December 2019 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 11-day, 20-hour, 56-minute period from Wednesday, 20 November 2019 at 04:01 UTC to Monday, 02 December 2019 at 00:58 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".

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
Graph Term : panamapapers
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Betweenness Centrality

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[44] https://www.tagesschau.de/ausland/steuertransparenz-eu-101.html
[36] https://www.icij.org/investigations/paradise-papers/us-poised-to-crack-down-on-anonymous-shell-companies/
[32] https://projekte.sueddeutsche.de/chinacables/
[29] https://twitter.com/SrBachchan/status/27298485938159616
[23] https://unicornriot.ninja/2019/massive-hack-strikes-offshore-cayman-national-bank-and-trust/
[14] https://twitter.com/christianchena/status/1199710427028054016
[10] https://twitter.com/mediagazer/status/1197127595860615168
[10] https://twitter.com/afp/status/1197116628527280128
[9] https://scroll.in/article/944174/the-panama-papers-how-the-investigative-journalists-from-india-worked-on-their-day-one-coverage
[7] https://lovinmalta.com/news/news-breaking/exclusive-prime-minister-joseph-muscat-named-in-sworn-police-statement-by-yorgen-fenech/

Top URLs in Tweet in G1:
[33] https://www.icij.org/investigations/paradise-papers/us-poised-to-crack-down-on-anonymous-shell-companies/
[32] https://projekte.sueddeutsche.de/chinacables/
[6] https://manueldelia.com/2019/11/monday-we-protest-again-you-need-to-come-they-need-to-know-they-have-to-go/
[6] https://manueldelia.com/2019/11/the-prime-minister-says-hes-covering-for-no-one-but-look/
[6] https://lovinmalta.com/news/news-breaking/exclusive-prime-minister-joseph-muscat-named-in-sworn-police-statement-by-yorgen-fenech/
[5] https://twitter.com/StephenGrey/status/1197056397151739904
[5] https://manueldelia.com/2019/11/can-you-hear-the-people-sing/
[5] https://www.theguardian.com/world/2019/nov/26/malta-pm-chief-of-staff-schembri-daphne-caruana-galizia-fenech-muscat?CMP=Share_iOSApp_Other
[4] https://www.icij.org/blog/2019/11/panama-papers-and-the-thin-line-for-legal-tax-dodging/
[3] https://www.riskscreen.com/kyc360/podcast/episode-02-gerard-ryle-director-international-consortium-of-investigative-journalists/

Top URLs in Tweet in G2:
[2] https://panamapapers.icij.org/the_power_players/?lang=es&autoresize=true#27
[1] https://twitter.com/dw_espanol/status/1197333809387184130?s=19

Top URLs in Tweet in G3:
[5] https://www.propublica.org/article/trump-companies-accused-tax-evasion-panama
[3] https://theferret.scot/tax-havens-conservatives-libdems/
[2] https://twitter.com/modernhomesla/status/1168251533609144320?s=20
[2] https://www.icij.org/investigations/paradise-papers/us-poised-to-crack-down-on-anonymous-shell-companies/
[1] https://twitter.com/i/web/status/1200589392387153932
[1] https://twitter.com/i/web/status/1139641778603036672
[1] https://www.cbsnews.com/news/finishing-the-work-of-a-murdered-journalist-daphne-caruana-galizia-60-minutes-2019-06-23/
[1] https://www.cbsnews.com/news/inside-the-corruption-allegations-plaguing-malta-60-minutes-2019-06-23/
[1] https://twitter.com/wendysiegelman/status/1128447015887810561?s=21
[1] https://www.propertyweek.com/insight/how-maltas-cash-for-passports-scheme-is-creating-a-property-bubble/5104554.article

Top URLs in Tweet in G4:
[1] https://twitter.com/i/web/status/1200102045971308548
[1] https://twitter.com/i/web/status/1200378718272798721
[1] https://twitter.com/i/web/status/1199421293055160323
[1] https://twitter.com/i/web/status/1199434837553287168

Top URLs in Tweet in G5:
[3] https://twitter.com/sotiridi/status/1200548201541095424
[2] https://news.sky.com/story/prominent-malta-businessman-yorgen-fenech-arrested-on-his-yacht-while-trying-to-leave-countrys-waters-11865428
[2] https://threadreaderapp.com/thread/1199709766500716545.html
[2] http://www.reuters.com/article/us-mal
[2] https://threadreaderapp.com/thread/1200408819777576963.html
[2] https://www.abc.com.py/edicion-impresa/politica/desde-capitan-bado-apurados-por-empresa-1715269.html
[1] https://twitter.com/i/web/status/1196764018452684800
[1] https://twitter.com/i/web/status/1199709800046698499
[1] https://twitter.com/i/web/status/1200408819777576963
[1] https://news.sky.com/story/prominen

Top URLs in Tweet in G6:
[4] https://politicaldig.com/assassins-killed-panama-papers-journalist-linked-ivanka-trump-russian-money-launderers/
[2] http://www.tiradecontacto.net/mareaverde.html
[2] https://www.youtube.com/watch?v=9lfnNAN-KnQ&feature=youtu.be

[2] https://www.proceso.com.mx/524650/las-mentiras-perfectas-de-vargas-llosa-el-panamapapers-y-el-entusiasmo-de-meade
[2] https://www.theguardian.com/world/2019/nov/20/daphne-caruana-galizia-police-arrest-businessman-on-yacht?CMP=share_btn_tw
[1] https://twitter.com/wradioec/status/1196998180828860418
[1] https://www.thelondoneconomic.com/politics/a-reminder-of-all-the-brexiteers-who-appeared-in-the-paradise-papers-as-eu-tax-avoidance-legislation-looms/03/09/
[1] https://twitter.com/AP/status/1197100848763064320
[1] https://twitter.com/fanpage/status/1197063854120951809
[1] https://twitter.com/MrFahadKhan/status/1197063351089745920

Top URLs in Tweet in G7:
[2] https://twitter.com/StephenGrey/status/1197052481139855360
[1] https://twitter.com/thomasfines/status/1117601136163180544?s=12
[1] https://twitter.com/melanch10844904/status/1197498125990141952
[1] https://twitter.com/ascension_guide/status/1116993064453713920?s=21
[1] https://twitter.com/grabaroot/status/1106248482850045954?s=12
[1] https://twitter.com/greenmike16/status/1040521202593357824?s=12
[1] https://twitter.com/thomasfines/status/1091896749872996352?s=12
[1] https://twitter.com/ascension_guide/status/1116993064453713920?s=12
[1] https://www.reuters.com/article/us-malta-daphne/malta-police-arrest-businessman-fenech-in-journalist-murder-case-sources-idUSKBN1XU0TQ
[1] https://www.theguardian.com/world/2019/nov/14/the-great-american-tax-haven-why-the-super-rich-love-south-dakota-trust-laws?CMP=share_btn_tw

Top URLs in Tweet in G8:
[20] https://unicornriot.ninja/2019/massive-hack-strikes-offshore-cayman-national-bank-and-trust/
[1] https://twitter.com/i/web/status/1200463212422012928
[1] https://www.clubic.com/antivirus-securite-informatique/virus-hacker-piratage/piratage-informatique/actualite-876845-hacker-derobe-donnees-banque-nationale-iles-caimans.html
[1] https://twitter.com/i/web/status/1199958846329872386
[1] https://twitter.com/i/web/status/1199953707355361280
[1] https://twitter.com/i/web/status/1199957699716243456
[1] https://twitter.com/i/web/status/1199963589643079680
[1] https://twitter.com/i/web/status/1200632522863857664
[1] https://unicornriot.ninja/2016/oracle-chat-raw-code-found-mossack-fonseca-offshore-web-portal/
[1] https://paper.li/RoxanaBendezu/1398138820?edition_id=a52a5bd0-11de-11ea-a278-0cc47a0d1605

Top URLs in Tweet in G9:
[5] https://twitter.com/halconada/status/1201124343645904897
[4] https://twitter.com/pagina12/status/1198543895665283074
[1] https://twitter.com/robdnavarro/status/1201161976044490753
[1] https://www.theguardian.com/world/2017/oct/16/malta-car-bomb-kills-panama-papers-journalist
[1] https://twitter.com/stephengrey/status/1200879037318664192
[1] https://twitter.com/stephengrey/status/1200880815682523138
[1] https://twitter.com/i/web/status/1199994875086868482
[1] https://twitter.com/i/web/status/1200032879683756032
[1] https://twitter.com/i/web/status/1199775416396996608
[1] https://twitter.com/i/web/status/1198867455764029441

Top URLs in Tweet in G10:
[4] https://twitter.com/LOrion/status/1151859993840422912
[2] https://threadreaderapp.com/thread/1166709204884832259.html?utm_source=subscriptions_mailer&utm_medium=email&utm_campaign=daily
[1] https://twitter.com/i/web/status/1200440027693629442
[1] https://twitter.com/i/web/status/1200435158261866498
[1] https://threadreaderapp.com/thread/1021746621313212417.html
[1] https://www.hackers-arise.com/single-post/2018/08/01/Confessions-of-a-Professional-Hacker-How-Hackers-Obtained-the-Secrets-of-the-Panama-Papers-that-Rocked-the-World
[1] https://twitter.com/i/web/status/1199170849707716609
[1] https://twitter.com/i/web/status/1200561525418672128
[1] https://www.thedailybeast.com/malta-arrest-of-yorgen-fenech-in-daphne-caruana-galizia-murder-still-dont-solve-the-crime?source=twitter&via=desktop
[1] https://twitter.com/Emolclause/status/1200587744134742016

Top Domains
Top Domains in Tweet in Entire Graph:
[592] twitter.com
[56] icij.org
[44] tagesschau.de
[42] sueddeutsche.de
[32] paper.li
[27] manueldelia.com
[24] unicornriot.ninja
[22] youtube.com
[18] theguardian.com
[10] com.mx

Top Domains in Tweet in G1:
[80] twitter.com
[43] icij.org
[37] sueddeutsche.de
[27] manueldelia.com
[6] lovinmalta.com
[6] theguardian.com
[4] timesofmalta.com
[3] riskscreen.com
[3] daphnecaruanagalizia.com
[2] elpais.com

Top Domains in Tweet in G2:
[2] icij.org
[1] twitter.com

Top Domains in Tweet in G3:
[11] twitter.com
[5] propublica.org
[3] theferret.scot
[2] cbsnews.com
[2] icij.org
[1] propertyweek.com
[1] thedailybeast.com
[1] timesofmalta.com
[1] congress.gov

Top Domains in Tweet in G4:
[4] twitter.com

Top Domains in Tweet in G5:
[16] twitter.com
[5] threadreaderapp.com
[3] sky.com
[2] reuters.com
[2] icij.org
[2] com.py
[1] theshiftnews.com
[1] opendemocracy.net
[1] yahoo.com

Top Domains in Tweet in G6:
[106] twitter.com
[7] tiradecontacto.net
[6] theguardian.com
[5] blogspot.com
[5] youtube.com
[4] politicaldig.com
[3] co.uk
[3] sueddeutsche.de
[2] convoca.pe
[2] com.mt

Top Domains in Tweet in G7:
[9] twitter.com
[1] reuters.com
[1] theguardian.com

Top Domains in Tweet in G8:
[21] unicornriot.ninja
[8] twitter.com
[1] clubic.com
[1] paper.li

Top Domains in Tweet in G9:
[18] twitter.com
[1] theguardian.com
[1] infobae.com

Top Domains in Tweet in G10:
[17] twitter.com
[3] threadreaderapp.com
[2] hackers-arise.com
[1] thedailybeast.com
[1] theguardian.com
[1] wikipedia.org
[1] truthandaction.org
[1] conservativerepublic.co

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3075] panamapapers
[601] malta
[275] epstein
[271] deutschebank
[263] daphnecaruanagalizia
[117] luxleaks
[107] swissleaks
[72] paradisepapers
[62] 17black
[56] yorgenfenech



Top Hashtags in Tweet in G1:
[513] panamapapers
[151] daphnecaruanagalizia
[93] malta
[55] 17black
[51] chinacables
[49] yorgenfenech
[44] paradisepapers
[40] keithschembri
[34] konradmizzi
[32] electrogas

Top Hashtags in Tweet in G2:
[343] panamapapers
[340] malta
[1] daphnegalizia
[1] ecuador
[1] prensacorrupta
[1] ecuatorianos

Top Hashtags in Tweet in G3:
[326] panamapapers
[261] epstein
[261] deutschebank
[23] ici
[23] journalistmurder
[11] transnationalorganizedcrime
[9] toc
[7] daphnecaruanagalizia
[2] primeministers
[2] malta

Top Hashtags in Tweet in G4:
[48] daphnecaruanagalizia
[17] malta
[15] panamapapers

Top Hashtags in Tweet in G5:
[235] panamapapers
[16] malta
[13] receipts
[9] paradisepapers
[6] butnothingshappening
[6] epstein
[4] princeandrew
[4] greatawakening
[2] moneylaundering
[2] muscat

Top Hashtags in Tweet in G6:
[189] panamapapers
[24] malta
[13] daphnecaruanagalizia
[13] taxavoidance
[13] probeijing
[13] hongkong
[12] teresachengyeukwah
[12] fugitiveoffendersordinance
[12] antiusa
[6] followthemoney

Top Hashtags in Tweet in G7:
[13] panamapapers
[2] clintonbodycount
[2] malta
[2] daphnecaruanagalizia
[1] steyer
[1] clinton
[1] realrussiacollusion
[1] qanon
[1] wwg1wgaworldwide
[1] wwg1wga

Top Hashtags in Tweet in G8:
[39] panamapapers
[19] technews
[7] freeassange
[5] giletsjaunes
[4] mossackfonseca
[2] thelaundromat
[2] netflix
[1] fraudefiscale
[1] acte53
[1] acteliii

Top Hashtags in Tweet in G9:
[49] panamapapers
[4] sevan
[4] todospresos
[4] dalesiogate
[4] correogate
[4] aportantestruchos
[4] afiliadostruchos
[4] panamápapers
[3] varisconarco
[3] sefugaronunfmi

Top Hashtags in Tweet in G10:
[92] panamapapers
[25] confessions
[23] cybersecurity
[21] wiki
[16] eu
[10] nationaldisgrace
[9] criminalpresident
[7] deutschebank
[7] poc
[7] putinspuppet

Top Words
Top Words in Tweet in Entire Graph:
[1226] Words in Sentiment List#1: Positive
[2481] Words in Sentiment List#2: Negative
[35] Words in Sentiment List#3: Angry/Violent
[98970] Non-categorized Words
[102677] Total Words
[3072] #panamapapers
[882] asesinato
[547] #malta
[526] hung
[526] himself

Top Words in Tweet in G1:
[513] #panamapapers
[290] icijorg
[228] b_obermayer
[183] companies
[145] josephmuscat_jm
[134] one
[126] right
[126] #daphnecaruanagal
[126] mandymallia
[124] justice

Top Words in Tweet in G2:
[680] asesinato
[343] #panamapapers
[340] #malta
[340] arrestan
[340] magnate
[340] periodista
[340] investigó
[340] dw_espanol
[339] #daphnega
[2] líderes

Top Words in Tweet in G3:
[522] hung
[522] himself
[326] #panamapapers
[271] ivankatrump
[261] emolclause
[261] let's
[261] straight
[261] #epstein
[261] #deutschebank
[261] dude

Top Words in Tweet in G4:
[331] robert
[331] wagner
[329] villafernando_
[209] ojo
[209] ven
[209] basurero
[209] lavandería
[209] capitales
[209] oscuros
[209] viene

Top Words in Tweet in G5:
[270] dawsonsfield
[235] #panamapapers
[204] murder
[204] corruption
[203] journalist
[195] billionaire
[195] rats
[195] politicians
[195] covering
[195] cabinet

Top Words in Tweet in G6:
[186] #panamapapers
[24] caruana
[23] #malta
[20] galizia
[18] daphne
[13] #daphnecaruanagalizia
[13] murder
[13] #taxavoidance
[13] #probeijing
[13] #hongkong

Top Words in Tweet in G7:
[61] jpaap
[43] update
[43] 11
[43] 20
[43] 2019
[43] malta
[43] police
[43] arrested
[43] one
[43] country

Top Words in Tweet in G8:
[89] cayman
[89] national
[86] bank
[85] trust
[76] ur_ninja
[70] qu
[67] man
[66] secretive
[66] elite
[66] banking

Top Words in Tweet in G9:
[49] #panamapapers
[16] halconada
[15] lanacion
[11] mauriciomacri
[9] 2015
[8] alferdez
[6] hoy
[6] panamapapers
[6] escándalo
[6] jeremycorbyn

Top Words in Tweet in G10:
[92] #panamapapers
[41] world
[35] rocked
[34] confessions
[34] professional
[34] hacker
[31] lorion
[28] go
[25] panama
[25] papers

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[526] hung,himself
[419] asesinato,periodista
[417] periodista,investigó
[416] investigó,#panamapapers
[415] magnate,asesinato
[415] #panamapapers,asesinato
[414] #malta,arrestan
[414] arrestan,magnate
[362] dw_espanol,#malta
[362] asesinato,#daphnega

Top Word Pairs in Tweet in G1:
[110] man,intended
[110] intended,send
[110] send,millions
[110] millions,#panamapapers
[110] #panamapapers,companies
[110] companies,two
[110] two,maltese
[110] maltese,ministers
[110] ministers,ones
[109] b_obermayer,man

Top Word Pairs in Tweet in G2:
[340] #malta,arrestan
[340] arrestan,magnate
[340] magnate,asesinato
[340] asesinato,periodista
[340] periodista,investigó
[340] investigó,#panamapapers
[340] #panamapapers,asesinato
[339] dw_espanol,#malta
[339] asesinato,#daphnega
[2] líderes,mundiales

Top Word Pairs in Tweet in G3:
[522] hung,himself
[261] ivankatrump,let's
[261] let's,straight
[261] straight,#epstein
[261] #epstein,hung
[261] himself,#deutschebank
[261] #deutschebank,dude
[261] dude,hung
[261] himself,#panamapapers
[260] emolclause,ivankatrump

Top Word Pairs in Tweet in G4:
[331] robert,wagner
[209] ojo,ven
[209] ven,basurero
[209] basurero,lavandería
[209] lavandería,capitales
[209] capitales,oscuros
[209] oscuros,viene
[209] viene,robert
[209] wagner,ofrecer
[209] ofrecer,13

Top Word Pairs in Tweet in G5:
[203] murder,journalist
[195] billionaire,rats
[195] rats,politicians
[195] politicians,murder
[195] journalist,covering
[195] corruption,cabinet
[194] dawsonsfield,billionaire
[194] cabinet,ministers
[193] covering,#panamapapers
[193] #panamapapers,corruption

Top Word Pairs in Tweet in G6:
[19] caruana,galizia
[17] daphne,caruana
[13] #panamapapers,#probeijing
[12] #probeijing,#teresachengyeukwah
[12] #teresachengyeukwah,#fugitiveoffendersordinance
[12] #fugitiveoffendersordinance,#hongkong
[12] #hongkong,#antiusa
[12] #antiusa,#taxavoidance
[6] #taxavoidance,#arbitrator
[6] #arbitrator,#barrister

Top Word Pairs in Tweet in G7:
[43] update,11
[43] 11,20
[43] 20,2019
[43] 2019,malta
[43] malta,police
[43] police,arrested
[43] arrested,one
[43] one,country
[43] country,prominent
[43] prominent,businessmen

Top Word Pairs in Tweet in G8:
[89] cayman,national
[85] national,bank
[85] bank,trust
[66] trust,secretive
[66] secretive,elite
[66] elite,banking
[66] banking,network
[66] network,isle
[66] isle,man
[66] man,servers

Top Word Pairs in Tweet in G9:
[5] mauriciomacri,#panamapapers
[5] lanacion,pasaron
[5] pasaron,rosca
[5] rosca,periodistas
[5] periodistas,callaron
[5] callaron,#panamapapers
[5] #panamapapers,cambio
[5] cambio,juzgado
[5] juzgado,mujer
[4] ocultar,#panamapapers

Top Word Pairs in Tweet in G10:
[34] confessions,professional
[34] professional,hacker
[34] rocked,world
[25] hacker,panama
[25] panama,papers
[25] papers,hack
[25] hack,rocked
[25] world,#panamapapers
[25] #panamapapers,#confessions
[23] #confessions,#cybersecurity

Top Replied-To
Top Replied-To in Entire Graph:
@realdonaldtrump
@sethabramson
@halconada
@11luv777
@najamsethi
@srbachchan
@markwarnerva
@resisterforever
@crewcrew
@anneapplebaum

Top Replied-To in G1:
@driscoll_davies
@josephmuscat_jm
@manwel_delia
@b_obermayer
@ti_eu
@alessdeecrespo
@borgjake
@maltatoday
@mcaruanagalizia
@perrinbeatty

Top Replied-To in G2:
@dw_espanol

Top Replied-To in G3:
@reuters
@ivankatrump
@pierogi_
@johnsweeneyroar
@oneunderscore__
@ml_bear
@emolclause

Top Replied-To in G5:
@saywhenla

Top Replied-To in G7:
@11luv777
@troylawson5
@shorty56167141
@paisano

Top Replied-To in G8:
@crimethinc
@emmanuelfreuden
@natsecgeek
@avaaz
@ddosecrets

Top Replied-To in G9:
@halconada
@jeremycorbyn
@edufeiok
@mauriciomacri
@sebagadea5
@maioranaluiggi
@robdnavarro
@romieal
@tbooker1
@litmus_taster

Top Replied-To in G10:
@realdonaldtrump
@sethabramson
@crewcrew
@anneapplebaum
@whitehouse
@greggjarrett
@devinnunes
@icijorg
@feliciasonmez
@nymag

Top Mentioned
Top Mentioned in Entire Graph:
@dw_espanol
@icijorg
@villafernando_
@dawsonsfield
@ivankatrump
@emolclause
@b_obermayer
@josephmuscat_jm
@mandymallia
@miguelguerrape

Top Mentioned in G1:
@icijorg
@b_obermayer
@josephmuscat_jm
@mandymallia
@anamartinsgomes
@f_obermaier
@lagarde
@konradmizzi
@sz
@willfitzgibbon

Top Mentioned in G2:
@dw_espanol
@wwg1wgaex

Top Mentioned in G3:
@ivankatrump
@emolclause
@modernhomesla
@msactiviss
@pierogi_
@donvoncrump1
@reuters
@icijorg
@amysandersonamy
@ml_bear

Top Mentioned in G4:
@villafernando_
@martharoldos
@dw_espanol
@donapatri

Top Mentioned in G5:
@dawsonsfield
@avery1776
@babereflex_8
@benktallmadge
@missiwhite4
@carrollquigley1
@madaddictsport
@jhammons
@saywhenla
@dclarediane

Top Mentioned in G6:
@mecha_xeneize
@marceloacoelho1
@lapin47
@danachavarria
@tvdinner2

Top Mentioned in G7:
@jpaap
@jaimec729
@twitmoedition
@babyl0nnting
@hb04920973
@mmemarymary1
@jazzyjwelz
@alizabeth_usa
@spottednot
@federalistno78

Top Mentioned in G8:
@ur_ninja
@aiphanmarcel
@_cyberpunks_
@ddosecrets
@crimethinc
@erwanvert2012
@natsecgeek
@icijorg
@glowgadgets
@mocachemassoko

Top Mentioned in G9:
@lanacion
@halconada
@mauriciomacri
@alferdez
@guardian
@casandra168
@bbc
@estelitaminion2
@jeremycorbyn
@metazamario

Top Mentioned in G10:
@lorion
@europol
@three_cube
@icijorg
@fbi
@anneapplebaum
@msnbc
@buzzfeed
@th
@sethabramson

Top Tweeters
Top Tweeters in Entire Graph:
@el_cooperante
@alllibertynews
@blabalade
@immoralreport
@s9tmt
@marceloacoelho1
@roblwilson
@1denmadrid
@magdalenam21
@manmet80

Top Tweeters in G1:
@chrisbrey1
@hazelglasgow
@milatrud11
@jhamby
@princessbibirf_
@sandradunn1955
@bethsinniresist
@muschelschloss
@mummygirl
@cotey_mary

Top Tweeters in G2:
@nenoriega5
@alicate13
@ropatrokola
@estigiaed
@fosforo777
@zabecitta61
@norely_ta
@jlff63taz
@bacteriasound
@olguitapumita

Top Tweeters in G3:
@manmet80
@brendaperrott
@reuters
@sar_oso
@ishagshafeeg
@geegeebythesea
@aziegler
@brendaoncats
@sueglashauser
@dbchirpy

Top Tweeters in G4:
@darkvader2015
@cristhyn3000
@de_plazza
@ruteandolatino
@bastaimpunidad
@caca_de_pato
@nvl1987
@moebius16
@johnnyandino1
@enithcarranco

Top Tweeters in G5:
@dclarediane
@sweetfreedom29
@indecardio
@wavetossed
@jenniferevette6
@gracecourtwrig3
@wendydcoe
@knassios
@valorof1776
@celesteherget

Top Tweeters in G6:
@marceloacoelho1
@naik_marine
@nimitzcvn68
@estrellaonline
@lapin47
@bhxg90
@celticlas
@die_primel
@nightingal_news
@joongwu

Top Tweeters in G7:
@yojudenz
@hambysr
@realtt2020
@theeleanordavis
@alley167
@ami4levi
@zeusfanhouse
@elizakbyrd
@sxdoc
@freenaynow

Top Tweeters in G8:
@m2bliquis
@cook_robert_l
@dupouvoirdachat
@pythoncxde
@missabsinthe
@nobiggovduh
@tates5a
@begoniaarizona
@mazzettam
@cutter78

Top Tweeters in G9:
@caracolradio
@guardian
@huffpost
@lavanguardia
@acua_juana
@fmlaoportunidad
@elhuffpost
@abc_es
@nytimes
@europapress

Top Tweeters in G10:
@bannerite
@codernotesbot
@afaduln2
@franceafrik
@jjj5819
@lorion
@washingtonpost
@thedailybeast
@cnn
@sacbee_news