panamapapers, Twitter, 6/7/2019 8:39:39 PM, 199420


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panamapapers_2019-06-07_04-54-19.xlsx
panamapapers_2019-06-07_04-54-19.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 07, 2019
Short Description:
panamapapers via NodeXL http://bit.ly/2QSNORK
@icijorg
@realdonaldtrump
@rylegerard
@bastias9
@codybirth
@patobullrich
@danteforesi
@peace9250
@aleruatwit
@el_universal_mx

Top hashtags:
#panamapapers
#paradisepapers
#odebrecht
#offshoreleaks
#ahmsa
#proceso

Description:
Description
The graph represents a network of 3,003 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 Friday, 07 June 2019 at 11:55 UTC.

The requested start date was Tuesday, 04 June 2019 at 00:01 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 13-day, 23-hour, 36-minute period from Tuesday, 21 May 2019 at 00:23 UTC to Monday, 03 June 2019 at 23:59 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 : 3003
Unique Edges : 3505
Edges With Duplicates : 976
Total Edges : 4481
Number of Edge Types : 3
Replies to : 327
Mentions : 3815
Tweet : 339
Self-Loops : 339
Reciprocated Vertex Pair Ratio : 0.00790737079920926
Reciprocated Edge Ratio : 0.0156906696553656
Connected Components : 289
Single-Vertex Connected Components : 94
Maximum Vertices in a Connected Component : 1549
Maximum Edges in a Connected Component : 2803
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 6.741196
Graph Density : 0.00039589546584883
Modularity : 0.756974
NodeXL Version : 1.0.1.412

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[134] https://twitter.com/infobae/status/1132763338776223745
[15] http://europa.eu/rapid/press-release_IP-18-1841_en.htm
[14] http://www.journaldemontreal.com/2016/04/05/un-ex-associe-du-loup-de-montreal-et-une-avocate-de-joliette-nommes
[14] http://www.reuters.com/article/panama-tax-canada-idUSL2N177177
[10] https://www.nytimes.com/2019/06/02/business/trump-uruguay-punta-del-este.html
[10] https://www.expressen.se/dinapengar/qs/ny-bok-har-ar-kungens-dolda-miljarder-tonvis-med-konst-juveler-och-antikviteter/
[10] https://www.proceso.com.mx/436231/altos-hornos-mexico-transacciones-paraisos-mossack-fonseca
[8] https://twitter.com/WillFitzgibbon/status/1133722998534483969
[6] https://www.bbc.co.uk/news/uk-48438014
[6] https://www.kultura-extra.de/theater/veranstaltung/neuestuecke_OWieSchoenIstPanamaMalta.php

Top URLs in Tweet in G1:
[8] https://www.nytimes.com/2019/06/02/business/trump-uruguay-punta-del-este.html
[8] https://twitter.com/WillFitzgibbon/status/1133722998534483969
[5] https://www.icij.org/investigations/panama-papers/fbi-says-we-must-learn-from-the-panama-papers/
[5] https://www.bbc.co.uk/news/uk-48438014
[4] https://www.documentcloud.org/documents/2780378-Cameron-Iandoc1.html
[4] https://www.documentcloud.org/public/search/Source:%20%22Internal%20documents%20from%20Mossack%20Fonseca%20%28Panama%20Papers%29%22/p2
[3] https://www.icij.org/investigations/panama-papers/fbi-says-we-must-learn-from-the-panama-papers/?utm_content=buffer6e846&utm_medium=social&utm_source=twitter.com&utm_campaign=Buffer+-+Twitter
[3] https://www.documentcloud.org/documents/2789376-160406-china-01.html
[3] https://www.documentcloud.org/documents/2782936-Devillers-Patrickdoc1.html
[3] https://offshoreleaks.icij.org/nodes/10207117

Top URLs in Tweet in G2:
[1] https://www.lanacion.com.ar/politica/alberto-nid2252030

Top URLs in Tweet in G3:
[1] https://twitter.com/LaLucioleM/status/1131670874980003861

Top URLs in Tweet in G4:
[125] https://twitter.com/infobae/status/1132763338776223745

Top URLs in Tweet in G5:
[6] https://twitter.com/infobae/status/1132763338776223745

Top URLs in Tweet in G6:
[4] https://panamapapers.investigativecenters.org/south-africa/
[4] http://www.huffingtonpost.com/gobankingrates/panama-papers-leak-donald_b_9897812.html
[3] http://news.vice.com/article/the-panama-papers-massive-leak-reveals-the-global-elites-secret-cash-havens%E2%80%AC
[3] http://aidc.org.za/saga-investecs-tax-haven-ventures/
[2] http://www.mcclatchydc.com/news/nation-world/national/article70001162.html
[2] https://twitter.com/lovetogive2/status/917110320975405056
[2] https://twitter.com/lovetogive2/status/896852085987188736
[2] https://twitter.com/lovetogive2/status/885720506988511232
[2] https://twitter.com/lovetogive2/status/876645715698749440
[2] https://twitter.com/lovetogive2/status/917110928268603392

Top URLs in Tweet in G7:
[3] https://twitter.com/infobae/status/1132763338776223745
[1] https://twitter.com/gabrielmorini/status/1135341895117414406
[1] https://twitter.com/Cronistacom/status/1133162217992589312
[1] https://twitter.com/La12tuittera/status/1132657451969503232
[1] https://twitter.com/Nexofin/status/1133095544929345537
[1] https://twitter.com/i/web/status/1130883641339518978
[1] https://twitter.com/i/web/status/1130675401771110400
[1] https://twitter.com/i/web/status/1130662760398958594
[1] https://twitter.com/i/web/status/1130878423918927874
[1] https://twitter.com/Gatosylvestre/status/1130807450704261122

Top URLs in Tweet in G8:
[14] http://www.reuters.com/article/panama-tax-canada-idUSL2N177177
[14] http://www.journaldemontreal.com/2016/04/05/un-ex-associe-du-loup-de-montreal-et-une-avocate-de-joliette-nommes
[2] https://www.occrp.org/en/panamapapers/
[2] https://twitter.com/martinlitwak/status/1129782854186086400
[2] https://www.youtube.com/watch?v=CtvaNIQN0DY&feature=youtu.be

[2] http://milotlaw.ca/panama-papers-cra-audit/?platform=hootsuite
[1] https://twitter.com/i/web/status/1130630119062740993
[1] https://twitter.com/i/web/status/1130658366932639744
[1] https://twitter.com/i/web/status/1130661020320636928
[1] https://twitter.com/i/web/status/1130664605280346112

Top URLs in Tweet in G9:
[3] https://twitter.com/PieterOmtzigt/status/1134117974011535360
[1] https://www.newsbook.com.mt/artikli/2019/05/21/live-pl-leader-addresses-a-political-activity-in-zejtun/?lang=en
[1] https://twitter.com/rebecca_vincent/status/1131842113312886784
[1] https://twitter.com/Khadija_Ismayil/status/1131812670703833089
[1] https://www.timesofmalta.com/mobile/articles/view/20190521/local/schembri-mizzi-enjoy-total-impunity-with-muscats-protection-coe.710599
[1] https://twitter.com/i/web/status/1130765718935310336
[1] https://www.timesofmalta.com/articles/view/20190528/community/the-dream-that-came-true-thanks-to-the-government.710975#.XO2HSDh2DaG.twitter
[1] http://www.independent.com.mt/articles/2019-05-23/local-news/Government-to-reply-over-serious-inaccuracies-in-COE-report-6736208543
[1] https://twitter.com/ann2405/status/1133622028932722688
[1] https://www.google.com/imgres?imgurl=https://i.pinimg.com/originals/69/3d/54/693d5446c28988c116ff509371abf2f1.jpg&imgrefurl=https://www.pinterest.com/pin/162903711507462939/&tbnid=IWH4MtHRyGjB6M&vet=1&docid=1IpJ-2iT6f8dHM&w=600&h=900&source=sh/x/im

Top URLs in Tweet in G10:
[2] https://www.eluniversal.com.mx/nacion/emilio-lozoya-austin-un-escandalo-tras-otro
[1] https://www.eluniversal.com.mx/english/mexican-government-blacklists-former-pemex-executive-director
[1] http://eluni.mx/tpvwxqy

Top Domains
Top Domains in Tweet in Entire Graph:
[299] twitter.com
[68] icij.org
[29] documentcloud.org
[18] com.mx
[16] reuters.com
[15] europa.eu
[14] journaldemontreal.com
[13] co.uk
[12] nytimes.com
[11] youtube.com

Top Domains in Tweet in G1:
[55] icij.org
[29] documentcloud.org
[28] twitter.com
[10] nytimes.com
[7] co.uk
[3] sueddeutsche.de
[2] thepressproject.gr
[2] com.mx
[2] fusion.net
[2] indianexpress.com

Top Domains in Tweet in G2:
[1] com.ar

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

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

Top Domains in Tweet in G5:
[6] twitter.com

Top Domains in Tweet in G6:
[14] twitter.com
[5] mcclatchydc.com
[5] investigativecenters.org
[4] huffingtonpost.com
[3] vice.com
[3] org.za
[2] icij.org
[1] amabhungane.org
[1] slate.com
[1] bit.ly

Top Domains in Tweet in G7:
[12] twitter.com

Top Domains in Tweet in G8:
[38] twitter.com
[14] reuters.com
[14] journaldemontreal.com
[5] youtube.com
[4] icij.org
[2] ojo-publico.com
[2] occrp.org
[2] apple.news
[2] lnkd.in
[2] milotlaw.ca

Top Domains in Tweet in G9:
[16] twitter.com
[4] timesofmalta.com
[2] com.mt
[1] google.com
[1] bylinetimes.com
[1] reuters.com
[1] theguardian.com

Top Domains in Tweet in G10:
[3] com.mx
[1] eluni.mx

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1411] panamapapers
[154] paradisepapers
[134] odebrecht
[98] offshoreleaks
[75] ahmsa
[75] proceso
[64] unsealtheindictments
[52] ohl
[51] emiliolozoya
[50] malta



Top Hashtags in Tweet in G1:
[343] panamapapers
[117] paradisepapers
[92] offshoreleaks
[11] bahamasleaks
[7] pulitzer
[5] swissleaks
[5] strachevideo
[5] haramkhors
[5] pmln
[4] devillers

Top Hashtags in Tweet in G2:
[5] panamapapers

Top Hashtags in Tweet in G3:
[26] lrem
[25] nathalieloiseau
[5] panamapapers
[4] ultimedebat
[1] aubry
[1] jevoteinsoumis
[1] lillefi
[1] dgsi

Top Hashtags in Tweet in G4:
[133] panamapapers
[8] elceludepato
[1] bullrichmintio

Top Hashtags in Tweet in G5:
[8] panamapapers
[1] aportantestruchos

Top Hashtags in Tweet in G6:
[58] panamapapers
[14] followthemoney
[12] investec
[11] trumprussia
[10] tchenguiz
[4] wheatland
[4] firtash
[4] brexit
[3] trump
[3] trumpleaks

Top Hashtags in Tweet in G7:
[51] panamapapers
[5] panamápapers
[5] aportantestruchos
[5] elecciones2019
[4] fakenews
[3] cambiemosesmafia
[3] macripreso
[3] correoargentino
[3] paradisepapers
[3] lascoimasdestornelli

Top Hashtags in Tweet in G8:
[108] panamapapers
[28] amf
[28] sec
[14] quebec
[14] pennystocks
[14] fraud
[14] canada
[14] pennystock
[14] plq
[14] caq

Top Hashtags in Tweet in G9:
[63] panamapapers
[46] malta
[30] daphnecaruanagalizia
[18] egrant
[17] electrogas
[17] nexiabt
[16] briantonna
[14] 17black
[11] publicinquiry
[10] freespeech

Top Hashtags in Tweet in G10:
[75] panamapapers
[72] odebrecht
[4] pemex
[1] emiliolozoya
[1] corruption
[1] ohl

Top Words
Top Words in Tweet in Entire Graph:
[793] Words in Sentiment List#1: Positive
[809] Words in Sentiment List#2: Negative
[7] Words in Sentiment List#3: Angry/Violent
[58718] Non-categorized Words
[60320] Total Words
[1410] #panamapapers
[421] periodistas
[412] une
[329] offshore
[302] icijorg

Top Words in Tweet in G1:
[342] #panamapapers
[266] icijorg
[173] company
[131] deutsche
[117] #paradisepapers
[112] bank
[106] help
[102] regula
[98] documents
[97] willfitzgibbon

Top Words in Tweet in G2:
[227] pregunta
[227] periodistas
[227] lloran
[227] solemne
[227] legalidad
[227] hablar
[227] escuchas
[227] báez
[227] wikileaks
[227] eran

Top Words in Tweet in G3:
[410] une
[209] combattre
[207] paradis
[206] des
[205] pour
[205] terrorisme
[205] plutôt
[205] recruter
[205] armée
[205] sans

Top Words in Tweet in G4:
[133] #panamapapers
[125] ni
[125] vimos
[124] aleruatwit
[123] q
[122] contra
[61] patobullrich
[61] gusta
[61] luchar
[61] mafias

Top Words in Tweet in G5:
[181] offshore
[180] periodistas
[180] medios
[180] protegieron
[180] gobierno
[180] deuda
[180] macri
[180] correo
[180] argentino
[179] danteforesi

Top Words in Tweet in G6:
[58] #panamapapers
[31] lovetogive2
[18] s
[14] #followthemoney
[13] offshore
[13] companies
[13] tax
[13] haven
[12] trump
[12] jake_bernstein

Top Words in Tweet in G7:
[51] #panamapapers
[22] halconada
[22] macri
[15] mauriciomacri
[11] lanacionmas
[8] todonoticias
[8] q
[7] offshore
[7] presidente
[6] ahora

Top Words in Tweet in G8:
[108] #panamapapers
[28] #amf
[28] #sec
[20] #
[16] 2
[16] named
[14] wanted
[14] #quebec
[14] stock
[14] promoter

Top Words in Tweet in G9:
[63] #panamapapers
[56] josephmuscat_jm
[39] konradmizzi
[36] #malta
[31] simonbusuttil
[30] #daphnecaruanagalizia
[29] minister
[23] coe
[22] keithaschembri
[18] #egrant

Top Words in Tweet in G10:
[75] emilio
[75] lozoya
[75] #panamapapers
[72] #odebrecht
[71] desde
[71] ohl
[71] pasando
[71] hasta
[71] pemex
[71] quién

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[227] pregunta,periodistas
[227] periodistas,lloran
[227] lloran,solemne
[227] solemne,legalidad
[227] legalidad,hablar
[227] hablar,escuchas
[227] escuchas,báez
[227] báez,wikileaks
[227] wikileaks,eran
[226] gilmourde9,pregunta

Top Word Pairs in Tweet in G1:
[115] #panamapapers,#paradisepapers
[110] deutsche,bank
[63] documents,#panamapapers
[63] #paradisepapers,#offshoreleaks
[63] #offshoreleaks,help
[63] help,shine
[63] shine,light
[63] light,deutsche
[63] bank,used
[63] used,offshore

Top Word Pairs in Tweet in G2:
[227] pregunta,periodistas
[227] periodistas,lloran
[227] lloran,solemne
[227] solemne,legalidad
[227] legalidad,hablar
[227] hablar,escuchas
[227] escuchas,báez
[227] báez,wikileaks
[227] wikileaks,eran
[226] gilmourde9,pregunta

Top Word Pairs in Tweet in G3:
[205] pour,combattre
[205] combattre,terrorisme
[205] terrorisme,plutôt
[205] plutôt,recruter
[205] recruter,une
[205] une,armée
[205] armée,sans
[205] sans,cible
[205] cible,ouvrons
[205] ouvrons,une

Top Word Pairs in Tweet in G4:
[125] #panamapapers,ni
[125] ni,vimos
[124] aleruatwit,#panamapapers
[61] patobullrich,q
[61] q,gusta
[61] gusta,luchar
[61] luchar,contra
[61] contra,mafias
[61] mafias,x
[61] x,q

Top Word Pairs in Tweet in G5:
[180] periodistas,medios
[180] medios,protegieron
[180] protegieron,gobierno
[180] gobierno,deuda
[180] deuda,macri
[180] macri,correo
[180] correo,argentino
[180] argentino,offshore
[179] danteforesi,periodistas
[6] aleruatwit,#panamapapers

Top Word Pairs in Tweet in G6:
[13] tax,haven
[10] haven,ventures
[10] https,t
[10] t,co
[8] shell,companies
[7] s,tax
[7] lovetogive2,#panamapapers
[6] #panamapapers,journalist
[6] journalist,jake_bernstein
[6] jake_bernstein,breaks

Top Word Pairs in Tweet in G7:
[8] halconada,lanacionmas
[5] #panamapapers,#aportantestruchos
[5] vende,patria
[5] mauricio,macri
[4] paraísos,fiscales
[4] diariopulse,vende
[4] patria,mauricio
[4] macri,cumplir
[4] cumplir,prisión
[4] prisión,perpetua

Top Word Pairs in Tweet in G8:
[28] #panamapapers,#amf
[19] #,#
[14] wanted,#quebec
[14] #quebec,stock
[14] stock,promoter
[14] promoter,named
[14] named,#panamapapers
[14] #amf,fails
[14] fails,act
[14] act,#pennystocks

Top Word Pairs in Tweet in G9:
[17] reply,pq
[17] pq,yesterday
[17] yesterday,minister
[17] minister,konradmizzi
[17] konradmizzi,admitted
[17] admitted,first
[17] first,time
[17] time,dubai
[17] dubai,august
[17] august,2015

Top Word Pairs in Tweet in G10:
[75] emilio,lozoya
[71] desde,ohl
[71] ohl,pasando
[71] pasando,#panamapapers
[71] #panamapapers,#odebrecht
[71] #odebrecht,hasta
[71] hasta,pemex
[71] pemex,quién
[71] quién,emilio
[71] lozoya,austin

Top Replied-To
Top Replied-To in Entire Graph:
@halconada
@wradiocolombia
@josephmuscat_jm
@todonoticias
@pmln_org
@maryamnsharif
@realdonaldtrump
@jake_bernstein
@srbachchan
@vickydavilah

Top Replied-To in G1:
@crookedmedia
@sz
@deutschewelle
@f_obermaier
@monashbusiness
@b_obermayer
@hoolivan77
@julioseroa
@icijorg
@willfitzgibbon

Top Replied-To in G5:
@infobae

Top Replied-To in G6:
@jake_bernstein
@khanoisseur
@nofascistspls
@olganyc1211
@tmdill1
@banditrandom
@nadinevdvelde
@therynheart
@juliadavisnews
@carlfidelio

Top Replied-To in G7:
@halconada
@todonoticias
@lauritalonso
@mauriciomacri
@agenciatelam
@lanacion
@lucasllach
@juan_amorin
@nuevosblues
@maibortpetit

Top Replied-To in G9:
@josephmuscat_jm
@zammitlewisedw
@george_a_cam
@kurtfarrugia
@coe
@owenbonnici
@europeelects
@farrd
@talwefi
@rosiannecutajar

Top Replied-To in G10:
@fer_salazarm

Top Mentioned
Top Mentioned in Entire Graph:
@icijorg
@gilmourde9
@danteforesi
@aleruatwit
@laluciolem
@willfitzgibbon
@el_universal_mx
@manonaubryfr
@patobullrich
@hernanea

Top Mentioned in G1:
@icijorg
@willfitzgibbon
@redmicah
@amabhungane
@f_obermaier
@wikileaks
@b_obermayer
@shirafu
@rylegerard
@dawsonsfield

Top Mentioned in G2:
@gilmourde9
@iruiz
@santuli23

Top Mentioned in G3:
@laluciolem
@manonaubryfr
@gaetanescorbiac
@x_cousinhub

Top Mentioned in G4:
@aleruatwit
@patobullrich
@hernanea
@danteforesi
@full_gencio

Top Mentioned in G5:
@danteforesi
@aleruatwit
@alferdez

Top Mentioned in G6:
@lovetogive2
@maddow
@jake_bernstein
@khanoisseur
@olganyc1211
@icijorg
@gfi_tweets
@agschneiderman
@vtaylor9188
@tmdill1

Top Mentioned in G7:
@halconada
@lanacionmas
@mauriciomacri
@psr_militancia
@alferdez
@estoyhastaaca
@cfkargentina
@diariopulse
@aleruatwit
@gracielap2018

Top Mentioned in G8:
@ospinor
@kawanagarek
@crusoeresearch
@onemillionhouse
@cajunsoulfire74

Top Mentioned in G9:
@josephmuscat_jm
@konradmizzi
@simonbusuttil
@coe
@keithaschembri
@lizzie_eldridge
@occupyjusticema
@pes_pse
@pieteromtzigt
@maltagov

Top Mentioned in G10:
@el_universal_mx
@univ_inenglish
@fernandoruizl7
@alex_farrera
@cirogomezl
@carlosloret

Top Tweeters
Top Tweeters in Entire Graph:
@movistararg
@abbtakk
@immoralreport
@el_universal_mx
@bluradioco
@tvnnoticias
@caracolradio
@kinshasaweb
@dna
@guardian

Top Tweeters in G1:
@lyn1350
@lyndsayfarlow
@nytimes
@socolimeshot
@srauer20
@wendydcoe
@cindycrum
@tampagirl19655
@variety
@kevinrns

Top Tweeters in G2:
@estefaniacogni2
@desdemona_jna
@houseano
@silviaaquino1
@4101olga
@argpriok
@art22cna
@silviamelinsky
@riverplaterita
@karytaderoso

Top Tweeters in G3:
@guenotmichel
@diogene2607
@d5343313
@nniina_
@lnfranco_fi
@ferdinanddemara
@canalguada
@the_rima_66
@boris2fdg
@lcerceuil

Top Tweeters in G4:
@cleochiqui
@lacorrientek
@adrianccorbella
@javimarki
@isacnyc20
@hernan_zeta
@lau_emergento
@monirevel
@nmartinezush
@aleruatwit

Top Tweeters in G5:
@infobae
@carlosdesantost
@terko2013
@a_b_berurier
@jorgenegroarce
@horizontelibero
@danteforesi
@gpollaroli
@aliciaduro
@sambbag

Top Tweeters in G6:
@guardian
@lovetogive2
@ydanasmithdutra
@lorion
@genghisgalahad2
@jodzio
@adekleine
@purrmonsta
@badwolf303
@nofascistspls

Top Tweeters in G7:
@movistararg
@movistar_es
@clarincom
@flor_pas_61
@lanacion
@agenciatelam
@ejn62
@gracielap2018
@soyladeltango
@___avo__

Top Tweeters in G8:
@aglb66
@cyril_matvech
@mexicoxsegundo
@greta_romario
@mtlstockpromo
@onemillionhouse
@demonoid55
@punjabkesari
@kawanagarek
@clint_za

Top Tweeters in G9:
@jftaxi
@anagomesmep
@ch
@azzopardijason
@josephmuscat_jm
@pes_pse
@eu_commission
@pieteromtzigt
@nafie_wafie
@theprogressives

Top Tweeters in G10:
@el_universal_mx
@wp1957
@carlosloret
@fernandoruizl7
@albertt1
@cirogomezl
@alex_farrera
@lcelis7
@lauraaortz
@comoparacuando


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