panamapapers, Twitter, 12/2/2019 3:40:06 AM, 217819


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panamapapers_2019-12-01_18-50-48.xlsx
panamapapers_2019-12-01_18-50-48.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 02, 2019
Short Description:
panamapapers via NodeXL http://bit.ly/35RlPIs
@icijorg
@dw_espanol
@dawsonsfield
@theeleanordavis
@viviendoelsurf
@b_obermayer
@milpasonline
@ivankatrump
@ur_ninja
@villafernando_

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

Description:
Description
The graph represents a network of 5,104 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 Monday, 02 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, 13-hour, 9-minute period from Wednesday, 20 November 2019 at 00:07 UTC to Sunday, 01 December 2019 at 13:16 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 : 5104
Unique Edges : 6611
Edges With Duplicates : 1720
Total Edges : 8331
Number of Edge Types : 3
Tweet : 522
Mentions : 7421
Replies to : 388
Self-Loops : 522
Reciprocated Vertex Pair Ratio : 0.00817965496728138
Reciprocated Edge Ratio : 0.0162265820917539
Connected Components : 452
Single-Vertex Connected Components : 176
Maximum Vertices in a Connected Component : 3536
Maximum Edges in a Connected Component : 6443
Maximum Geodesic Distance (Diameter) : 21
Average Geodesic Distance : 6.40064
Graph Density : 0.000260273168957716
Modularity : 0.767824
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 5,104 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 Monday, 02 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, 13-hour, 9-minute period from Wednesday, 20 November 2019 at 00:07 UTC to Sunday, 01 December 2019 at 13:16 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
[25] 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:
[35] 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://manueldelia.com/2019/11/protest-friday-22-november-1830/

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:
[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 G4:
[5] https://www.propublica.org/article/trump-companies-accused-tax-evasion-panama
[2] https://twitter.com/modernhomesla/status/1168251533609144320?s=20
[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
[1] https://www.thedailybeast.com/murdered-journalist-daphne-caruana-galizia-and-maltas-passport-racket
[1] https://twitter.com/ItIsIMack/status/1197416631313432576

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://www.abc.com.py/edicion-impresa/politica/desde-capitan-bado-apurados-por-empresa-1715269.html
[1] https://threadreaderapp.com/thread/1199709766500716545.html
[1] https://news.sky.com/story/prominen
[1] https://theshiftnews.com/2019/02/14/yor
[1] https://threadreaderapp.com/thread/1197145346679459840.html
[1] http://www.reuters.com/article/us-mal
[1] https://threadreaderapp.com/thread/1200408819777576963.html
[1] https://twitter.com/i/web/status/1196764018452684800

Top URLs in Tweet in G6:
[21] https://unicornriot.ninja/2019/massive-hack-strikes-offshore-cayman-national-bank-and-trust/
[1] https://unicornriot.ninja/2016/oracle-chat-raw-code-found-mossack-fonseca-offshore-web-portal/
[1] https://twitter.com/i/web/status/1200463212422012928

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:
[4] https://politicaldig.com/assassins-killed-panama-papers-journalist-linked-ivanka-trump-russian-money-launderers/
[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
[2] https://offshoreleaks.icij.org
[1] https://actualidad.rt.com/actualidad/334174-hacker-reivindicar-ataque-banco-nacional-islas-caiman
[1] https://twitter.com/RachelHolwaySoy/status/1196910805989707777
[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

Top URLs in Tweet in G9:
[10] https://twitter.com/afp/status/1197116628527280128
[1] https://twitter.com/i/web/status/1196517275169374208
[1] https://twitter.com/i/web/status/1196801934075797515

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://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://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://twitter.com/i/web/status/1200440027693629442
[1] https://twitter.com/i/web/status/1200435158261866498

Top Domains
Top Domains in Tweet in Entire Graph:
[580] twitter.com
[57] icij.org
[44] tagesschau.de
[43] sueddeutsche.de
[31] paper.li
[27] manueldelia.com
[26] unicornriot.ninja
[18] youtube.com
[17] theguardian.com
[10] com.mx

Top Domains in Tweet in G1:
[85] twitter.com
[45] icij.org
[37] sueddeutsche.de
[27] manueldelia.com
[6] lovinmalta.com
[6] theguardian.com
[3] daphnecaruanagalizia.com
[3] riskscreen.com
[2] elpais.com
[2] documentcloud.org

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

Top Domains in Tweet in G3:
[4] twitter.com

Top Domains in Tweet in G4:
[9] twitter.com
[5] propublica.org
[2] cbsnews.com
[1] propertyweek.com
[1] thedailybeast.com
[1] timesofmalta.com

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

Top Domains in Tweet in G6:
[22] unicornriot.ninja
[1] twitter.com

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

Top Domains in Tweet in G8:
[103] twitter.com
[5] theguardian.com
[4] tiradecontacto.net
[4] youtube.com
[4] politicaldig.com
[3] co.uk
[3] blogspot.com
[2] convoca.pe
[2] com.mx
[2] icij.org

Top Domains in Tweet in G9:
[12] twitter.com

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3025] panamapapers
[540] malta
[265] epstein
[261] deutschebank
[252] daphnecaruanagalizia
[119] luxleaks
[109] swissleaks
[76] paradisepapers
[60] 17black
[54] yorgenfenech



Top Hashtags in Tweet in G1:
[537] panamapapers
[147] daphnecaruanagalizia
[53] 17black
[52] chinacables
[49] yorgenfenech
[45] paradisepapers
[44] malta
[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:
[48] daphnecaruanagalizia
[17] malta
[15] panamapapers

Top Hashtags in Tweet in G4:
[309] panamapapers
[251] epstein
[251] deutschebank
[23] ici
[23] journalistmurder
[11] transnationalorganizedcrime
[9] toc
[7] daphnecaruanagalizia
[2] journalismisnotacrime
[1] superboats

Top Hashtags in Tweet in G5:
[233] panamapapers
[16] malta
[12] receipts
[10] paradisepapers
[6] epstein
[4] butnothingshappening
[4] princeandrew
[4] greatawakening
[2] muscat
[2] daphne

Top Hashtags in Tweet in G6:
[27] panamapapers
[20] technews
[4] mossackfonseca
[2] thelaundromat
[2] netflix
[1] confessions
[1] cybersecurity
[1] technologynews
[1] hackers
[1] hacking

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:
[166] panamapapers
[19] malta
[13] probeijing
[13] hongkong
[12] taxavoidance
[11] teresachengyeukwah
[11] fugitiveoffendersordinance
[11] antiusa
[9] daphnecaruanagalizia
[6] followthemoney

Top Hashtags in Tweet in G9:
[151] panamapapers
[3] bolivie
[3] luisfernandocamacho
[3] hackeo
[3] islascaiman
[2] pédocriminalité
[2] opdeatheaters
[2] fifa
[2] corruption
[2] mossad

Top Hashtags in Tweet in G10:
[91] panamapapers
[25] confessions
[23] cybersecurity
[19] wiki
[15] eu
[10] nationaldisgrace
[9] criminalpresident
[7] deutschebank
[7] putinspuppet
[6] intlorgcrimeandcorruption

Top Words
Top Words in Tweet in Entire Graph:
[1388] Words in Sentiment List#1: Positive
[2441] Words in Sentiment List#2: Negative
[31] Words in Sentiment List#3: Angry/Violent
[98856] Non-categorized Words
[102685] Total Words
[3022] #panamapapers
[880] asesinato
[537] #malta
[506] hung
[506] himself

Top Words in Tweet in G1:
[537] #panamapapers
[264] icijorg
[218] b_obermayer
[176] companies
[136] one
[126] mandymallia
[125] right
[123] justice
[121] finally
[117] #daphnecaruanagal

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:
[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 G4:
[502] hung
[502] himself
[309] #panamapapers
[261] ivankatrump
[251] emolclause
[251] let's
[251] straight
[251] #epstein
[251] #deutschebank
[251] dude

Top Words in Tweet in G5:
[268] dawsonsfield
[233] #panamapapers
[203] corruption
[202] murder
[201] journalist
[193] billionaire
[193] rats
[193] politicians
[193] covering
[193] cabinet

Top Words in Tweet in G6:
[179] cayman
[179] national
[175] bank
[175] trust
[165] ur_ninja
[155] secretive
[155] elite
[155] banking
[155] network
[155] isle

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:
[163] #panamapapers
[18] #malta
[16] caruana
[13] galizia
[13] #probeijing
[13] #hongkong
[12] murder
[12] #taxavoidance
[11] die
[11] #teresachengyeukwah

Top Words in Tweet in G9:
[151] #panamapapers
[133] nacional
[133] fuga
[133] 129
[133] gb
[133] similar
[132] 2016
[128] banco
[125] islas
[125] caimán

Top Words in Tweet in G10:
[91] #panamapapers
[41] world
[34] confessions
[34] professional
[34] hacker
[34] rocked
[31] lorion
[27] go
[26] panama
[26] papers

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[506] hung,himself
[418] 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:
[104] hard,find
[104] find,words
[104] words,happening
[104] happening,right
[104] right,malta
[104] malta,finally
[104] finally,hope
[104] hope,justice
[103] b_obermayer,hard
[103] justice,murde

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:
[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 G4:
[502] hung,himself
[251] ivankatrump,let's
[251] let's,straight
[251] straight,#epstein
[251] #epstein,hung
[251] himself,#deutschebank
[251] #deutschebank,dude
[251] dude,hung
[251] himself,#panamapapers
[250] emolclause,ivankatrump

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

Top Word Pairs in Tweet in G6:
[179] cayman,national
[175] national,bank
[175] bank,trust
[155] trust,secretive
[155] secretive,elite
[155] elite,banking
[155] banking,network
[155] network,isle
[155] isle,man
[155] man,servers

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:
[13] #panamapapers,#probeijing
[12] caruana,galizia
[11] #probeijing,#teresachengyeukwah
[11] #teresachengyeukwah,#fugitiveoffendersordinance
[11] #fugitiveoffendersordinance,#hongkong
[11] #hongkong,#antiusa
[11] #antiusa,#taxavoidance
[10] daphne,caruana
[5] #followthemoney,#panamapapers
[5] #taxavoidance,#arbitrator

Top Word Pairs in Tweet in G9:
[133] 129,gb
[133] gb,similar
[133] similar,#panamapapers
[132] #panamapapers,2016
[125] banco,nacional
[125] nacional,islas
[125] islas,caimán
[125] caimán,hackeado
[125] hackeado,fuga
[125] fuga,datos

Top Word Pairs in Tweet in G10:
[34] confessions,professional
[34] professional,hacker
[34] rocked,world
[26] panama,papers
[25] hacker,panama
[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
@srbachchan
@sethabramson
@11luv777
@najamsethi
@markwarnerva
@halconada
@reuters
@resisterforever
@anneapplebaum

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

Top Replied-To in G2:
@dw_espanol

Top Replied-To in G4:
@ivankatrump
@johnsweeneyroar
@oneunderscore__
@pierogi_
@emolclause

Top Replied-To in G5:
@saywhenla

Top Replied-To in G6:
@crimethinc
@ddosecrets

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

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

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

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

Top Mentioned in G2:
@dw_espanol
@wwg1wgaex

Top Mentioned in G3:
@villafernando_
@martharoldos
@dw_espanol
@donapatri

Top Mentioned in G4:
@ivankatrump
@emolclause
@modernhomesla
@msactiviss
@donvoncrump1
@pierogi_
@carlobonini
@manwel_delia
@brandyzadrozny
@breakingnlive

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

Top Mentioned in G6:
@ur_ninja
@_cyberpunks_
@ddosecrets
@crimethinc
@natsecgeek
@glowgadgets
@three_cube
@cutter78
@aiphanmarcel
@francknoir

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

Top Mentioned in G8:
@mecha_xeneize
@marceloacoelho1
@lapin47
@danachavarria
@tvdinner2

Top Mentioned in G9:
@miguelguerrape
@maykeschultz
@guera1x
@jchernandezjazz
@dw_espanol
@abelardoabrigo
@rpn_oficial

Top Mentioned in G10:
@lorion
@europol
@three_cube
@fbi
@icijorg
@anneapplebaum
@msnbc
@lauferlaw
@th
@johnnyc72115643

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

Top Tweeters in G1:
@hazelglasgow
@indianexpress
@jhamby
@princessbibirf_
@sandradunn1955
@muschelschloss
@mummygirl
@cotey_mary
@srauer20
@lyndsayfarlow

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

Top Tweeters in G3:
@darkvader2015
@cristhyn3000
@de_plazza
@ruteandolatino
@bastaimpunidad
@caca_de_pato
@nvl1987
@moebius16
@johnnyandino1
@enithcarranco

Top Tweeters in G4:
@manmet80
@brendaperrott
@sar_oso
@ishagshafeeg
@geegeebythesea
@aziegler
@brendaoncats
@sueglashauser
@dbchirpy
@debsomewhere

Top Tweeters in G5:
@dclarediane
@indecardio
@wavetossed
@jenniferevette6
@wendydcoe
@gracecourtwrig3
@knassios
@valorof1776
@celesteherget
@ghengiskhan88

Top Tweeters in G6:
@porridgeisgood
@cook_robert_l
@llama_strudel
@missabsinthe
@nobiggovduh
@tates5a
@juliawb
@papaesoco
@wilde
@khabirm

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

Top Tweeters in G8:
@marceloacoelho1
@naik_marine
@nimitzcvn68
@lapin47
@bhxg90
@celticlas
@die_primel
@nightingal_news
@joongwu
@argotheme

Top Tweeters in G9:
@aldoceccarelli
@ed_mundos
@ivonne6800
@jchernandezjazz
@ignotolugar
@turkiantof
@demiurgotuiter
@sinverguenchon
@7josean7
@elbar6

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