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panamapapers_2018-02-13_06-47-30.xlsx
panamapapers_2018-02-13_06-47-30.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
February 13, 2018
Short Description:
panamapapers via NodeXL http://bit.ly/2BslmR1
@lavajatonews
@f_obermaier
@anna_938
@strongerstabler
@b_obermayer
@iosif3rd
@neoresistant
@sympantikos_
@icijorg
@armandoinfo

Top hashtags:
#panamapapers
#paradisepapers
#novartis
#luxleaks
#swissleaks
#brexitbadfellas

Description:
Description
The graph represents a network of 4,164 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 Tuesday, 13 February 2018 at 14:51 UTC.

The requested start date was Tuesday, 13 February 2018 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 6-day, 5-hour, 59-minute period from Tuesday, 06 February 2018 at 18:50 UTC to Tuesday, 13 February 2018 at 00:49 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 : 4164
Unique Edges : 5819
Edges With Duplicates : 1541
Total Edges : 7360
Self-Loops : 528
Reciprocated Vertex Pair Ratio : 0.00921736215853863
Reciprocated Edge Ratio : 0.0182663566921289
Connected Components : 87
Single-Vertex Connected Components : 25
Maximum Vertices in a Connected Component : 3934
Maximum Edges in a Connected Component : 7061
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.668321
Graph Density : 0.00034739504481523
Modularity : 0.700397
NodeXL Version : 1.0.1.392

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[364] https://twitter.com/icijorg/status/960966518929584133
[52] http://www.eldisenso.com/judiciales/denuncian-penalmente-a-macri-y-a-todos-sus-ministros-por-el-mega-dnu-y-piden-su-inmediata-suspension/
[36] https://www.nytimes.com/2018/02/08/us/politics/charles-rettig-irs-commissioner.html
[29] https://www.pagina12.com.ar/94599-la-familia-de-macri
[26] http://cphpost.dk/news/skat-cracks-down-hard-on-danes-in-panama-papers.html
[24] http://www.reuters.com/article/panama-tax-canada-idUSL2N177177
[21] http://gag.gl/emPysA
[16] https://videopress.com/v/eVUn00Jk
[15] http://indianexpress.com/article/india/ritu-sarin-wins-international-press-institutes-award-for-excellence-in-journalism-5053680/
[13] https://politiken.dk/udland/art6330404/Skat-har-afgjort-sager-for-140-millioner-kroner

Top URLs in Tweet in G1:
[24] http://www.reuters.com/article/panama-tax-canada-idUSL2N177177
[21] http://gag.gl/emPysA
[13] https://egyptianchronicles.blogspot.ro/2018/02/egypts-presidential-elections-2018-last.html
[10] https://videopress.com/v/eVUn00Jk
[10] http://www.journaldemontreal.com/2016/04/05/un-ex-associe-du-loup-de-montreal-et-une-avocate-de-joliette-nommes
[6] https://web.liferay.com/de/marketplace/-/mp/application/86632969
[5] https://twitter.com/icijorg/status/960966518929584133
[5] https://twitter.com/halconada/status/962671899728900097
[4] http://gag.gl/eT9vKF
[4] http://nyheder.tv2.dk/samfund/2018-02-08-skat-har-rejst-77-sager-paa-baggrund-af-panama-papers-31-har-allerede-faaet-en

Top URLs in Tweet in G2:
[301] https://twitter.com/icijorg/status/960966518929584133
[33] https://www.nytimes.com/2018/02/08/us/politics/charles-rettig-irs-commissioner.html
[23] http://cphpost.dk/news/skat-cracks-down-hard-on-danes-in-panama-papers.html
[13] http://indianexpress.com/article/india/ritu-sarin-wins-international-press-institutes-award-for-excellence-in-journalism-5053680/
[13] https://gijn.org/2018/02/02/investigative-journalists-ngos-can-work-together/?utm_content=buffere4248&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[10] https://politiken.dk/udland/art6330404/Skat-har-afgjort-sager-for-140-millioner-kroner
[8] http://iop.harvard.edu/forum/exposing-global-corruption-inside-story-panamaparadise-papers-investigations
[5] https://twitter.com/sorenk_dr/status/961606466980450304
[4] https://twitter.com/MarinaWalkerG/status/961596827815510017
[4] http://guengl-panamapapers.eu/european-parliament-to-form-special-committee-to-examine-paradise-papers/

Top URLs in Tweet in G3:
[1] https://twitter.com/i/web/status/962222772964417536
[1] https://twitter.com/costellodaniel1/status/961855028523712515

Top URLs in Tweet in G4:
[54] https://twitter.com/icijorg/status/960966518929584133
[9] https://www.samaa.tv/pakistan/2018/02/journalist-who-broke-panama-papers-story-asks-nawaz-to-elaborate-on-conspiracy/
[8] https://www.theguardian.com/world/2018/feb/09/icelands-new-leader-people-dont-trust-icelandic-politicians?CMP=share_btn_tw
[1] https://twitter.com/RehamKhan1/status/961592823526158336
[1] https://twitter.com/i/web/status/951944625241165825
[1] http://www.aljazeera.com/news/2018/02/khaleda-zia-jailed-years-corruption-case-180208083811505.html

Top URLs in Tweet in G5:
[1] https://twitter.com/oiataktoi/status/961960338387333120
[1] https://twitter.com/i/web/status/961642367165005824

Top URLs in Tweet in G6:
[1] https://twitter.com/i/web/status/961861005893558272

Top URLs in Tweet in G7:
[51] http://www.eldisenso.com/judiciales/denuncian-penalmente-a-macri-y-a-todos-sus-ministros-por-el-mega-dnu-y-piden-su-inmediata-suspension/
[26] https://www.pagina12.com.ar/94599-la-familia-de-macri
[6] http://www.telam.com.ar/notas/201802/248727-el-presidente-pasara-el-fin-de-semana-largo-en-el-complejo-de-chapadmalal.html#.Wnza_cJXbMs.twitter
[4] http://www.lavoz.com.ar/politica/las-alpargatas-de-macri-en-cordoba
[2] http://www.eldisenso.com/politica/solicitan-antidoping-docentes-pais/
[2] http://www.debatemendoza.com.ar/mundo-corrupcion-m-macri/
[1] https://twitter.com/cgt_camioneros/status/961974723390341121
[1] https://twitter.com/i/web/status/962707635098316800
[1] https://twitter.com/eldestapeweb/status/960934900869328897
[1] https://twitter.com/infobae/status/961012882371563520

Top URLs in Tweet in G8:
[8] https://laec.fr/
[4] https://www.humanite.fr/monique-pincon-charlot-et-michel-pincon-les-paradis-fiscaux-creation-de-la-classe-dominante-583605
[3] http://www.boursorama.com/actualites/voici-les-multinationales-qui-versent-les-plus-gros-dividendes-de2d4b22918d38f9d30d12e4beff8b45
[3] http://www.dailymotion.com/video/xfzjnb_hk-les-saltimbanks-on-lache-rien_music
[1] https://twitter.com/i/web/status/961490758808240128
[1] https://twitter.com/i/web/status/961490803905490944
[1] https://twitter.com/i/web/status/961571431334207488
[1] https://twitter.com/i/web/status/961571452318371840
[1] https://twitter.com/i/web/status/961571820934717440
[1] https://twitter.com/i/web/status/961649482646552576

Top URLs in Tweet in G9:
[2] https://actions.sumofus.org/a/end-tax-havens-now?sp_ref=385018096.99.184754.t.0.2&referring_akid=37010.8054932.T-skyL&source=tw
[2] https://twitter.com/guardian/status/961667749788422145

Top URLs in Tweet in G10:
[6] https://armando.info/Reportajes/DemoPublico/200
[5] https://armando.info/Reportajes/DemoPublico/191
[2] https://armando.info/Reportajes/DemoPublico/195
[1] https://armando.info/Reportajes/DemoPublico/199
[1] https://armando.info/Reportajes/DemoPublico/203
[1] https://armando.info/Series/Details/16

Top Domains
Top Domains in Tweet in Entire Graph:
[672] twitter.com
[55] eldisenso.com
[54] com.ar
[39] theguardian.com
[36] nytimes.com
[28] reuters.com
[28] icij.org
[26] cphpost.dk
[25] gag.gl
[18] armando.info

Top Domains in Tweet in G1:
[147] twitter.com
[25] gag.gl
[24] reuters.com
[13] blogspot.ro
[11] theguardian.com
[10] videopress.com
[10] journaldemontreal.com
[9] com.ar
[7] paper.li
[6] liferay.com

Top Domains in Tweet in G2:
[332] twitter.com
[33] nytimes.com
[23] cphpost.dk
[16] gijn.org
[13] indianexpress.com
[11] harvard.edu
[10] politiken.dk
[8] theguardian.com
[4] guengl-panamapapers.eu
[3] dr.dk

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

Top Domains in Tweet in G4:
[56] twitter.com
[9] samaa.tv
[8] theguardian.com
[1] aljazeera.com

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

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

Top Domains in Tweet in G7:
[53] eldisenso.com
[38] com.ar
[11] twitter.com

Top Domains in Tweet in G8:
[21] twitter.com
[8] laec.fr
[4] humanite.fr
[3] boursorama.com
[3] dailymotion.com
[1] youtube.com

Top Domains in Tweet in G9:
[2] sumofus.org
[2] twitter.com

Top Domains in Tweet in G10:
[16] armando.info

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3041] panamapapers
[694] paradisepapers
[182] novartis
[120] luxleaks
[98] swissleaks
[96] brexitbadfellas
[80] impact
[72] eu
[72] paradispapers
[60] megadnu



Top Hashtags in Tweet in G1:
[732] panamapapers
[126] paradisepapers
[32] luxleaks
[28] taxavoidance
[28] taxhavens
[28] amf
[25] millennials
[23] sec
[22] pennystock
[20] swissleaks

Top Hashtags in Tweet in G2:
[696] panamapapers
[164] paradisepapers
[66] impact
[18] journalism
[15] ddj
[11] panamaparadise
[7] caymanpapers
[7] jcp川柳より
[5] freeport
[4] luxleaks

Top Hashtags in Tweet in G3:
[4] panamapapers
[4] trudeaumustgo
[3] cdnpoli
[2] agakhan
[2] betterrules
[2] trudeauaffidavit
[2] hw
[1] trudeau

Top Hashtags in Tweet in G4:
[310] panamapapers
[7] olympics2018
[7] korea
[1] impact
[1] thankyousaqibnisar
[1] adiala
[1] nab
[1] corruption

Top Hashtags in Tweet in G5:
[171] novartis
[51] panamapapers
[37] paradisepapers
[4] κυβέρνηση
[4] siemens
[3] διαπλοκή
[3] ενας_μαρτυρας_μου_ειπε
[3] μίζες
[3] ελλάδα
[2] syriza

Top Hashtags in Tweet in G6:
[188] panamapapers
[2] payyourtax
[1] toryshambles
[1] r4today

Top Hashtags in Tweet in G7:
[87] panamapapers
[53] megadnu
[15] comodoropy
[12] fifagate
[8] odebrecht
[7] panamápapers
[6] chapadmalal
[5] buenlunes
[5] pasapalabra
[5] buenviernes

Top Hashtags in Tweet in G8:
[111] panamapapers
[77] swissleaks
[76] luxleaks
[62] paradispapers
[42] fi
[42] paradisepapers
[13] ordonnances
[12] libéralisme
[12] avenirencommun
[11] paradisfiscaux

Top Hashtags in Tweet in G9:
[119] panamapapers
[116] paradisepapers
[94] brexitbadfellas
[17] marr
[3] expensesfraud
[2] pmqs
[2] toryelectionfraud
[2] torydirtymoney
[1] electionfraud
[1] dirtymoney

Top Hashtags in Tweet in G10:
[31] panamapapers

Top Words
Top Words in Tweet in Entire Graph:
[1089] Words in Sentiment List#1: Positive
[2267] Words in Sentiment List#2: Negative
[4] Words in Sentiment List#3: Angry/Violent
[94324] Non-categorized Words
[97680] Total Words
[3305] panamapapers
[704] paradisepapers
[554] λίστα
[510] στη
[504] όχι

Top Words in Tweet in G1:
[738] panamapapers
[126] paradisepapers
[81] les
[60] s
[53] neoresistant
[47] tax
[42] et
[42] des
[37] money
[34] luxleaks

Top Words in Tweet in G2:
[718] panamapapers
[360] f_obermaier
[302] without
[301] nawaz
[301] sharif
[301] elaborating
[280] icijorg
[173] paradisepapers
[93] danish
[90] impact

Top Words in Tweet in G3:
[271] anna_938
[270] watch
[270] babbling
[270] fool
[270] taking
[270] growth
[270] economies
[270] casually
[270] slips
[270] previous

Top Words in Tweet in G4:
[310] panamapapers
[243] b_obermayer
[234] conspiracy
[228] former
[226] well
[226] pm
[226] pakistan
[226] lost
[226] job
[226] against

Top Words in Tweet in G5:
[529] λίστα
[495] στη
[495] όχι
[217] panamapapers
[201] της
[177] το
[171] novartis
[168] στα
[166] λαγκάρντ
[166] πρόεδρε

Top Words in Tweet in G6:
[220] tax
[217] strongerstabler
[188] panamapapers
[187] following
[186] eu
[186] parliament
[186] voted
[186] launch
[186] inquiry
[186] financial

Top Words in Tweet in G7:
[144] macri
[87] panamapapers
[75] carlosalmenarav
[74] elyobservaa16
[68] sus
[66] familia
[65] fuerza
[65] política
[62] vía
[57] gente

Top Words in Tweet in G8:
[230] les
[207] neoresistant
[167] des
[148] à
[128] panamapapers
[119] pour
[110] et
[95] pas
[94] swissleaks
[93] luxleaks

Top Words in Tweet in G9:
[119] panamapapers
[116] paradisepapers
[111] real
[111] reason
[111] brexit
[111] daveofclanscott
[94] brexitbadfellas
[17] marr
[8] unelected
[4] tax

Top Words in Tweet in G10:
[121] armandoinfo
[68] mossack
[68] fonseca
[63] papeles
[53] expresidente
[53] banco
[53] industrial
[53] venezuela
[53] empresa
[53] ultramar

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[505] στη,λίστα
[377] panamapapers,paradisepapers
[372] nawaz,sharif
[363] without,elaborating
[362] sharif,without
[362] elaborating,panamapapers
[359] f_obermaier,nawaz
[274] watch,babbling
[274] babbling,fool
[274] fool,taking

Top Word Pairs in Tweet in G1:
[62] panamapapers,paradisepapers
[43] paradisepapers,panamapapers
[25] taxavoidance,panamapapers
[25] panamapapers,millennials
[25] millennials,led
[25] led,cultural
[25] cultural,shift
[22] panamapapers,amf
[22] eric,nguyen
[22] pennystock,fraudster

Top Word Pairs in Tweet in G2:
[301] nawaz,sharif
[301] sharif,without
[301] without,elaborating
[301] elaborating,panamapapers
[300] f_obermaier,nawaz
[117] panamapapers,paradisepapers
[85] watch,live
[71] impact,panamapapers
[68] 77,cases
[67] opened,77

Top Word Pairs in Tweet in G3:
[270] watch,babbling
[270] babbling,fool
[270] fool,taking
[270] taking,growth
[270] growth,economies
[270] economies,casually
[270] casually,slips
[270] slips,previous
[270] previous,cpc
[270] cpc,gov't

Top Word Pairs in Tweet in G4:
[226] well,former
[226] former,pm
[226] pm,pakistan
[226] pakistan,lost
[226] lost,job
[226] job,panamapapers
[226] panamapapers,conspiracy
[226] conspiracy,against
[226] against,country's
[225] b_obermayer,well

Top Word Pairs in Tweet in G5:
[495] στη,λίστα
[168] στα,panamapapers
[166] της,novartis
[165] λίστα,λαγκάρντ
[165] λαγκάρντ,ήσουν
[165] ήσουν,όχι
[165] όχι,πρόεδρε
[165] πρόεδρε,στη
[165] λίστα,μπόργιανς
[165] μπόργιανς,όχι

Top Word Pairs in Tweet in G6:
[187] following,panamapapers
[186] panamapapers,eu
[186] eu,parliament
[186] parliament,voted
[186] voted,launch
[186] launch,inquiry
[186] inquiry,financial
[186] financial,crime
[186] crime,tax
[186] tax,evasion

Top Word Pairs in Tweet in G7:
[65] fuerza,política
[54] elyobservaa16,vía
[53] vía,eldisenso
[51] eldisenso,denuncian
[51] denuncian,penalmente
[51] penalmente,macri
[51] macri,sus
[51] sus,ministros
[51] ministros,megadnu
[51] megadnu,piden

Top Word Pairs in Tweet in G8:
[91] swissleaks,luxleaks
[85] luxleaks,panamapapers
[67] panamapapers,paradispapers
[47] 80,milliards
[42] et,les
[42] paradisepapers,panamapapers
[41] panamapapers,60
[41] 60,à
[41] à,80
[41] milliards,d'

Top Word Pairs in Tweet in G9:
[112] panamapapers,paradisepapers
[111] real,reason
[111] reason,brexit
[111] brexit,panamapapers
[94] brexitbadfellas,real
[93] daveofclanscott,brexitbadfellas
[17] marr,real
[16] daveofclanscott,marr
[3] paradisepapers,panamapapers
[2] democracy,unequal

Top Word Pairs in Tweet in G10:
[68] mossack,fonseca
[63] papeles,mossack
[53] expresidente,banco
[53] banco,industrial
[53] industrial,venezuela
[53] venezuela,papeles
[53] fonseca,empresa
[53] empresa,ultramar
[52] armandoinfo,expresidente
[21] nuestra,investigación

Top Replied-To
Top Replied-To in Entire Graph:
@icijorg
@thehill
@whytovotegreen
@ludwigbollaerts
@cspanwj
@florciampoli
@petrogustavo
@jake_bernstein
@dvatw

Top Replied-To in G1:
@whytovotegreen
@ludwigbollaerts
@narendramodi
@juniorbacchhan
@nauman_sq
@dvatw
@owenjones84
@cspanwj
@julianassange
@luciabastidasu

Top Replied-To in G2:
@icijorg
@panamapapers
@samjosephmorris
@jfkjrforum

Top Replied-To in G3:
@canadas_awesome

Top Replied-To in G4:
@b_obermayer

Top Mentioned
Top Mentioned in Entire Graph:
@f_obermaier
@icijorg
@anna_938
@b_obermayer
@neoresistant
@strongerstabler
@sympantikos_
@armandoinfo
@daveofclanscott
@cmiguate

Top Mentioned in G1:
@neoresistant
@icijorg
@mikloshvanegan
@mauriciomacri
@josephmuscat_jm
@khadija_ismayil
@srbachchan
@sarah_m_clarke
@joseameadek
@f_obermaier

Top Mentioned in G2:
@f_obermaier
@icijorg
@iyervaidy
@sorenk_dr
@marinawalker
@willfitzgibbon
@rhpsia
@harvardiop
@marinawalkerg

Top Mentioned in G3:
@anna_938
@canadas_awesome

Top Mentioned in G4:
@b_obermayer
@f_obermaier
@samaatv
@mzrsiddiqi
@sorenk_dr
@ajenews
@goharxaman

Top Mentioned in G5:
@sympantikos_
@giotakavvoura
@th_vergos
@rachelmakri
@gstasi46
@stamatis74

Top Mentioned in G6:
@strongerstabler

Top Mentioned in G7:
@carlosalmenarav
@elyobservaa16
@eldisenso
@pagina12
@aliciacastroar
@maxi_sueiro
@lavozcomar
@betomeddis
@nikytanipone
@cgt_camioneros

Top Mentioned in G8:
@neoresistant
@insoumisjeunes
@ccfd_tsolidaire
@bastienlb
@gael201099

Top Mentioned in G9:
@daveofclanscott
@strongerstabler
@libriritual
@musickevin7

Top Mentioned in G10:
@armandoinfo

Top Tweeters
Top Tweeters in Entire Graph:
@notiven
@occuworld
@tomthunkitsmind
@federicoalves
@blabalade
@kanekos69
@hassan_k82
@aulobracho
@sinembargomx
@000120o

Top Tweeters in G1:
@esterlinalanzi
@lavajatonews
@zeinobia
@indiatoday
@scottpvalentine
@cecimiosotis
@letrina_
@omen_syria
@jan_herzog
@timesofindia

Top Tweeters in G2:
@notiven
@_redfrog
@der_bluthund
@peacepiper
@chrisbrey1
@mommadona
@mmwlawtaos1
@indianexpress
@onkloma
@newsonepk

Top Tweeters in G3:
@manitobagal
@lyndae222
@mousseaujim
@chevymo
@boottmills228
@kabalissima
@maegan_laporte
@donnacastel
@masterguns1313
@luke4tech

Top Tweeters in G4:
@hassan_k82
@aurtezhassan
@wasim_wazir
@huma2910
@ab_baby_
@anjumkiani
@staunchinsafian
@samaatv
@ambitiousfree
@waqdev

Top Tweeters in G5:
@kanekos69
@apostolosa62
@koulnek
@niktrah
@barbarosa69
@anny_v10
@raptispetros
@fouiter
@kirkh_
@ddeliolanes

Top Tweeters in G6:
@googleexpertuk
@mae_carson2
@derekrootboy
@jbwhitesnake
@lesleygsmith3
@mconway70
@linannlum
@catwoman1979
@rodadams46
@serengetisun

Top Tweeters in G7:
@magdalenam21
@carsua6
@elmalambo
@mumimumi09
@adelmagc
@herniarc
@carromary
@alitapaz
@hugoncorrea
@veliscv

Top Tweeters in G8:
@blabalade
@wittgenstein_jm
@m2bliquis
@cat_nole
@guenotmichel
@inachiveg
@chani_bayle
@newspolitiques_
@neoresistant
@redragon974

Top Tweeters in G9:
@kgfirefly
@sandradunn1955
@cabbidges
@tomsprints
@leplanrex
@catherinemginn
@hugorelly
@msvanillarose
@justthevax
@anti_nomy

Top Tweeters in G10:
@aulobracho
@perezguadarrama
@athenea_phalas
@genpenaloza
@farahseito
@anandi2910
@bastaimpunidad
@noticiassb1
@euridiceguerra
@thaisvya