panamapapers, Twitter, 5/12/2021 8:15:45 AM, 254669


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panamapapers_2021-05-10_13-02-09.xlsx
panamapapers_2021-05-10_13-02-09.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 12, 2021
Short Description:
panamapapers via NodeXL https://bit.ly/3o7BQo3
@elsemblante
@icijorg
@ojo_publico
@neo4j
@alexgsmith
@juancar88761981
@panamapapers
@drquesada
@tomstrong6
@commentor2013

Top hashtags:
#panamapapers
#ojopúblico
#paradisepapers
#graphdatabase
#ojoaldato
#loúltimo

Description:
Description
The graph represents a network of 2,642 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, 10 May 2021 at 20:04 UTC.

The requested start date was Monday, 10 May 2021 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 13-day, 18-hour, 50-minute period from Monday, 26 April 2021 at 01:20 UTC to Sunday, 09 May 2021 at 20:10 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 : 2642
Unique Edges : 836
Edges With Duplicates : 4390
Total Edges : 5226
Number of Edge Types : 5
Retweet : 2017
MentionsInRetweet : 2299
Tweet : 180
Replies to : 147
Mentions : 583
Self-Loops : 211
Reciprocated Vertex Pair Ratio : 0.00728066982162359
Reciprocated Edge Ratio : 0.0144560896277557
Connected Components : 219
Single-Vertex Connected Components : 68
Maximum Vertices in a Connected Component : 1060
Maximum Edges in a Connected Component : 2113
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 2.686494
Graph Density : 0.000396559122278654
Modularity : 0.4804
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 2,642 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, 10 May 2021 at 20:04 UTC.

The requested start date was Monday, 10 May 2021 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 13-day, 18-hour, 50-minute period from Monday, 26 April 2021 at 01:20 UTC to Sunday, 09 May 2021 at 20:10 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:
[9] https://www.bbc.com/urdu/world-38601645
[9] https://ojo-publico.com/2664/panama-papers-fiscal-antilavado-amenaza-ojopublico-con-incautacion
[6] https://politicalscrapbook.net/2012/09/grant-shapps-dodgy-get-rich-quick-scheme/
[4] https://news.bloombergtax.com/daily-tax-report/is-it-still-as-easy-to-hide-1-billion-5-years-after-the-panama-papers
[3] https://conormichaelblog.wordpress.com/2016/04/09/tunisian-business-lawyer-and-2014-presidential-candidate-samir-abdelli-named-in-panama-papers/
[3] https://offshoreleaks.icij.org/nodes/230000018
[3] https://ojo-publico.com/2664/fiscal-amenaza-ojopublico-con-incautar-documentos-de-panama-papers
[2] https://stripteasedelpoder.com/2016/07/panamapapers-la-ruta-del-dinero-de-la-voz-del-interior/
[2] https://www.nzherald.co.nz/business/news/article.cfm?c_id=3&objectid=11636239
[2] https://twitter.com/Ojo_Publico/status/1386319110313762819

Top URLs in Tweet in G1:
[1] https://twitter.com/i/web/status/1387946686119620613

Top URLs in Tweet in G2:
[9] https://ojo-publico.com/2664/panama-papers-fiscal-antilavado-amenaza-ojopublico-con-incautacion
[3] https://ojo-publico.com/2664/fiscal-amenaza-ojopublico-con-incautar-documentos-de-panama-papers
[2] https://ojo-publico.com/2686/reactiva-peru-mas-creditos-millonarios-y-pagos-adelantados
[2] https://twitter.com/Ojo_Publico/status/1386319110313762819
[1] https://twitter.com/i/web/status/1386319893251907584
[1] https://twitter.com/i/web/status/1386329147920818179
[1] https://twitter.com/i/web/status/1386490208892424197
[1] https://twitter.com/i/web/status/1386522924513955845
[1] https://twitter.com/i/web/status/1386736834122686464
[1] https://twitter.com/i/web/status/1386812331527639045

Top URLs in Tweet in G3:
[3] https://news.bloombergtax.com/daily-tax-report/is-it-still-as-easy-to-hide-1-billion-5-years-after-the-panama-papers
[3] https://offshoreleaks.icij.org/nodes/230000018
[1] https://cpj.org/2021/05/peruvian-authorities-threaten-to-seize-documents-from-ojo-publico-on-corruption-reporting/
[1] https://twitter.com/i/web/status/1387512237657571330
[1] https://www.icij.org/inside-icij/2021/04/icijs-2020-annual-report-showcases-huge-impact-in-a-challenging-year/?utm_campaign=Sprout&utm_content=&utm_medium=social&utm_source=twitter
[1] https://twitter.com/i/web/status/1387802374081744899
[1] https://twitter.com/i/web/status/1391102608174161922
[1] https://www.afr.com/politics/federal/feds-junk-plans-to-unmask-nominee-directors-20210420-p57kru
[1] https://twitter.com/i/web/status/1391392968284770306
[1] https://www.ft.com/content/c9d62b07-73a8-499e-96dd-a3362459c644?desktop=true&segmentId=7c8f09b9-9b61-4fbb-9430-9208a9e233c8

Top URLs in Tweet in G4:
[1] https://twitter.com/i/web/status/1314024715585871873

Top URLs in Tweet in G5:
[1] https://twitter.com/C5N/status/1389407552010661888
[1] https://www.youtube.com/watch?v=NIOXog4phfs&feature=youtu.be


Top URLs in Tweet in G6:
[1] https://twitter.com/tomstrong6/status/1248869168037928961
[1] https://www.accessdata.fda.gov/scripts/cdrh/cfdocs/cfRES/res.cfm?id=67969
[1] https://twitter.com/RawStory/status/1389649263433551880
[1] https://twitter.com/JH17344834/status/1387941707174629385
[1] https://checkout.fundjournalism.org/memberform?org_id=icij&installmentPeriod=once&theme=fiveyear&campaign=7015G000000Tcci&utm_source=ICIJ&utm_campaign=1c9d19094e-04_28_21_GERARD_PP_Anni_Email_Readers&utm_medium=email&utm_term=0_992ecfdbb2-1c9d19094e-81985613
[1] https://twitter.com/lawliga/status/1387206241672384512?s=20
[1] https://www.youtube.com/watch?v=xRWRZHvDbMQ&feature=youtu.be

[1] https://twitter.com/i/web/status/1386603226124935168
[1] https://twitter.com/i/web/status/1386612027242782724
[1] https://twitter.com/i/web/status/1386614922465927170

Top URLs in Tweet in G7:
[6] https://politicalscrapbook.net/2012/09/grant-shapps-dodgy-get-rich-quick-scheme/
[2] https://stripteasedelpoder.com/2016/07/panamapapers-la-ruta-del-dinero-de-la-voz-del-interior/
[1] https://twitter.com/angusgrigg/status/1386446300074307587
[1] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3Df3pWbgp_-j0&q=EgS4SO-bGKKj5oQGIhCg92j32OyQ4yvUJuu0e2xrMgFy
[1] https://twitter.com/mwilkinson54/status/1386430414781181956
[1] https://twitter.com/i/web/status/1386789811667849221
[1] https://twitter.com/i/web/status/1386864698591571973
[1] https://twitter.com/radiocanadainfo/status/1387001075937468416
[1] https://www.youtube.com/watch?v=PSRw6ZA6mh4&feature=youtu.be

[1] https://panamapapers.ojo-publico.com/articulo/nicolas-Lucar-hizo-negocios-a-traves-de-una-offshore/

Top URLs in Tweet in G8:
[1] https://twitter.com/i/web/status/1387948380626821125
[1] https://twitter.com/i/web/status/1387947817348501504
[1] https://twitter.com/i/web/status/1387948161000517632
[1] https://twitter.com/i/web/status/1387948316923678720
[1] https://twitter.com/i/web/status/1387948244240584704

Top Domains
Top Domains in Tweet in Entire Graph:
[119] twitter.com
[15] ojo-publico.com
[14] icij.org
[11] bbc.com
[8] sueddeutsche.de
[6] youtube.com
[6] politicalscrapbook.net
[5] google.com
[5] bloombergtax.com
[3] paper.li

Top Domains in Tweet in G1:
[1] twitter.com

Top Domains in Tweet in G2:
[14] twitter.com
[14] ojo-publico.com
[1] nytimes.com
[1] bbc.com

Top Domains in Tweet in G3:
[12] icij.org
[9] twitter.com
[3] bloombergtax.com
[3] sueddeutsche.de
[1] cpj.org
[1] afr.com
[1] ft.com
[1] convoca.pe
[1] google.com

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

Top Domains in Tweet in G5:
[1] twitter.com
[1] youtube.com

Top Domains in Tweet in G6:
[7] twitter.com
[1] fda.gov
[1] fundjournalism.org
[1] youtube.com

Top Domains in Tweet in G7:
[37] twitter.com
[6] politicalscrapbook.net
[2] google.com
[2] investigativecenters.org
[2] stripteasedelpoder.com
[1] youtube.com
[1] ojo-publico.com
[1] cde.news
[1] viaplay.se
[1] sueddeutsche.de

Top Domains in Tweet in G8:
[5] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[921] panamapapers
[167] ojopúblico
[139] paradisepapers
[135] graphdatabase
[124] ojoaldato
[91] loúltimo
[50] panamápapers
[32] reactivaperú
[21] luandaleaks
[16] openlux



Top Hashtags in Tweet in G2:
[164] ojopúblico
[138] panamapapers
[120] ojoaldato
[90] loúltimo
[30] reactivaperú
[6] paradisepapers
[4] fincenfiles
[2] panamápapers
[2] pódcast
[1] luandaleaks

Top Hashtags in Tweet in G3:
[204] panamapapers
[123] paradisepapers
[9] offshoreleaks
[8] luandaleaks
[8] fincenfiles
[6] bahamasleaks
[5] pressfreedom
[4] ojoaldato
[3] ojopúblico
[2] pódcast

Top Hashtags in Tweet in G4:
[137] panamapapers
[134] graphdatabase

Top Hashtags in Tweet in G5:
[74] panamapapers
[41] panamápapers
[1] alritmodelacorte

Top Hashtags in Tweet in G6:
[4] panamapapers
[4] lacorruptiontue
[4] corruptioniscancer
[4] congopasàvendre
[4] congopasavendre
[4] congonotforsale
[4] capitauxcachés
[2] massiveparallelinfection
[1] nuance
[1] yessir

Top Hashtags in Tweet in G7:
[85] panamapapers
[16] openlux
[15] borbonstv3
[14] gazpogrom
[14] probeijing
[14] teresachengyeukwah
[14] fugitiveoffendersordinance
[14] hongkong
[14] antiusa
[14] taxavoidance

Top Hashtags in Tweet in G8:
[17] panamapapers
[4] colombia
[3] bonodeagua
[1] ratasquilla
[1] corrupcion
[1] bonosdeagua
[1] dian
[1] banca
[1] exenciones
[1] nomasuribismo

Top Hashtags in Tweet in G9:
[31] panamapapers

Top Words
Top Words in Tweet in Entire Graph:
[1034] quieren
[1034] recaudar
[1034] quiten
[1034] billones
[1034] anuales
[1034] exenciones
[1033] banqueros
[1032] pongan
[1023] tributar
[1021] evasores

Top Words in Tweet in G1:
[997] quieren
[997] recaudar
[997] quiten
[997] billones
[997] anuales
[997] exenciones
[997] banqueros
[997] pongan
[997] tributar
[997] evasores

Top Words in Tweet in G2:
[336] ojo_publico
[243] fiscal
[188] antilavado
[164] #ojopúblico
[138] #panamapapers
[123] incautación
[120] #ojoaldato
[90] #loúltimo
[89] base
[89] datos

Top Words in Tweet in G3:
[204] #panamapapers
[189] icijorg
[132] icij
[123] #paradisepapers
[123] people
[121] global
[116] investigations
[116] rich
[115] brought
[115] attention

Top Words in Tweet in G4:
[137] #panamapapers
[135] neo4j
[135] data
[135] set
[134] try
[134] something
[134] today
[134] explore
[134] #graphdatabase
[134] sandbox

Top Words in Tweet in G5:
[189] hornos
[115] macri
[74] hermanos
[74] lawfare
[74] roberto
[74] juez
[74] hizo
[74] zafar
[74] expresidente
[74] #panamapapers

Top Words in Tweet in G6:
[11] panamapapers
[10] washingtonpost
[9] joebiden
[8] barackobama
[8] sensanders
[8] politico
[8] wsj
[8] reuters
[8] usembassyathens
[8] nchatzinikolaou

Top Words in Tweet in G7:
[85] #panamapapers
[16] #openlux
[15] #borbonstv3
[14] #gazpogrom
[14] #probeijing
[14] #teresachengyeukwah
[14] #fugitiveoffendersordinance
[14] #hongkong
[14] #antiusa
[14] #taxavoidance

Top Words in Tweet in G8:
[35] quieren
[35] recaudar
[35] quiten
[35] billones
[35] anuales
[35] exenciones
[34] banqueros
[33] pongan
[24] tributar
[19] evasores

Top Words in Tweet in G9:
[31] #panamapapers
[31] śledztwo
[30] sbalcerac
[30] rozliczenia
[30] nie
[30] będzie
[30] alexpawlicka
[30] po
[30] rewelacjach
[30] warszawska

Top Words in Tweet in G10:
[35] destruir
[34] detrás
[34] sucede
[34] colombia
[34] están
[34] soros
[34] maleantes
[34] pararán
[34] nuestros
[34] países

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1034] quieren,recaudar
[1034] recaudar,quiten
[1034] quiten,billones
[1034] billones,anuales
[1034] anuales,exenciones
[1033] exenciones,banqueros
[1032] banqueros,pongan
[1023] pongan,tributar
[1018] tributar,evasores
[1003] elsemblante,quieren

Top Word Pairs in Tweet in G1:
[997] quieren,recaudar
[997] recaudar,quiten
[997] quiten,billones
[997] billones,anuales
[997] anuales,exenciones
[997] exenciones,banqueros
[997] banqueros,pongan
[997] pongan,tributar
[997] tributar,evasores
[996] elsemblante,quieren

Top Word Pairs in Tweet in G2:
[188] fiscal,antilavado
[115] #ojoaldato,fiscal
[107] ojo_publico,#ojoaldato
[89] base,datos
[87] #loúltimo,fiscal
[85] ojo_publico,#loúltimo
[82] antilavado,envió
[82] envió,13
[82] 13,oficios
[82] oficios,#ojopúblico

Top Word Pairs in Tweet in G3:
[123] #panamapapers,#paradisepapers
[115] icij,investigations
[115] investigations,#panamapapers
[115] #paradisepapers,brought
[115] brought,global
[115] global,attention
[115] attention,complex
[115] complex,methods
[115] methods,rich
[114] icijorg,icij

Top Word Pairs in Tweet in G4:
[135] #panamapapers,data
[135] data,set
[134] try,something
[134] something,today
[134] today,explore
[134] explore,#panamapapers
[134] set,#graphdatabase
[134] #graphdatabase,sandbox
[134] sandbox,easy
[133] neo4j,try

Top Word Pairs in Tweet in G5:
[74] hornos,hermanos
[74] hermanos,lawfare
[74] lawfare,roberto
[74] roberto,hornos
[74] hornos,juez
[74] juez,hizo
[74] hizo,zafar
[74] zafar,expresidente
[74] expresidente,macri
[74] macri,#panamapapers

Top Word Pairs in Tweet in G6:
[8] joebiden,barackobama
[8] barackobama,sensanders
[8] sensanders,politico
[8] politico,washingtonpost
[8] washingtonpost,wsj
[8] wsj,reuters
[8] reuters,usembassyathens
[8] usembassyathens,nchatzinikolaou
[5] tomstrong6,joebiden
[5] nchatzinikolaou,kostasvaxevan

Top Word Pairs in Tweet in G7:
[14] #panamapapers,#probeijing
[14] #probeijing,#teresachengyeukwah
[14] #teresachengyeukwah,#fugitiveoffendersordinance
[14] #fugitiveoffendersordinance,#hongkong
[14] #hongkong,#antiusa
[14] #antiusa,#taxavoidance
[11] #taxavoidance,#arbitrator
[11] #arbitrator,#barrister
[11] #barrister,#engineer
[11] #engineer,#thesecretaryforjustice

Top Word Pairs in Tweet in G8:
[35] quieren,recaudar
[35] recaudar,quiten
[35] quiten,billones
[35] billones,anuales
[35] anuales,exenciones
[34] exenciones,banqueros
[33] banqueros,pongan
[24] pongan,tributar
[19] tributar,evasores
[12] evasores,impuestos

Top Word Pairs in Tweet in G9:
[30] rozliczenia,nie
[30] nie,będzie
[30] będzie,alexpawlicka
[30] alexpawlicka,po
[30] po,rewelacjach
[30] rewelacjach,#panamapapers
[30] #panamapapers,warszawska
[30] warszawska,delegatura
[30] delegatura,cbagovpl
[30] cbagovpl,wszczęła

Top Word Pairs in Tweet in G10:
[34] detrás,sucede
[34] sucede,colombia
[34] colombia,están
[34] están,soros
[34] soros,maleantes
[34] maleantes,pararán
[34] pararán,destruir
[34] destruir,nuestros
[34] nuestros,países
[34] países,instalar

Top Replied-To
Top Replied-To in Entire Graph:
@joebiden
@icijorg
@de_rt_com
@davytmz
@manential
@halconada
@ltcolmac1
@quatremer
@ibepacheco
@ralphruthe

Top Replied-To in G2:
@icijorg
@ojo_publico

Top Replied-To in G3:
@rafaelc89012900

Top Replied-To in G4:
@uliksk8

Top Replied-To in G6:
@joebiden
@davytmz
@manential
@icijorg
@padawanvador
@klasrarauf

Top Replied-To in G8:
@france24_es
@minhacienda
@juancaelbroky
@quinterocalle
@ivancepedacast
@donizquierdo_
@diego_molano
@epicurodesamos_
@yolandaruizce
@velascoluisf

Top Replied-To in G9:
@sbalcerac

Top Mentioned
Top Mentioned in Entire Graph:
@elsemblante
@ojo_publico
@icijorg
@neo4j
@c5n
@marianoemartin
@ramonfonsecamor
@alexpawlicka
@cbagovpl
@sbalcerac

Top Mentioned in G1:
@elsemblante

Top Mentioned in G2:
@ojo_publico
@icijorg
@nellylun
@club_insolito
@elizabsalazar
@cascabelito09
@convocape
@idl_r
@aramis19
@marcooved

Top Mentioned in G3:
@icijorg
@ojo_publico
@mwilkinson54
@luminategroup
@b_obermayer
@rhpsia
@rylegerard
@lincolnsbible
@convocape
@f_obermaier

Top Mentioned in G4:
@neo4j
@martinlitwak
@uliksk8

Top Mentioned in G5:
@c5n
@marianoemartin
@pabloduggan

Top Mentioned in G6:
@panamapapers
@washingtonpost
@barackobama
@sensanders
@politico
@wsj
@reuters
@usembassyathens
@nchatzinikolaou
@joebiden

Top Mentioned in G7:
@salvadorcortin6
@pearraider
@jenifermini1
@b1e56df9ce6549f
@sv99999999

Top Mentioned in G8:
@juancar88761981
@fruizgomez
@nessnio
@elsemblante
@ivanduque
@minhacienda
@cedemocratico
@alvarouribevel
@petrogustavo
@heliodoptero

Top Mentioned in G9:
@alexpawlicka
@cbagovpl
@sbalcerac
@fundacjafor
@lbalcerowicz
@ziobropl

Top Mentioned in G10:
@ramonfonsecamor

Top Tweeters
Top Tweeters in Entire Graph:
@la_patilla
@geonews_urdu
@loupo85
@geoffrey_payne
@esterlinalanzi
@sinembargomx
@nenoriega5
@bliadhnaichean
@john1966olsen
@dclarediane

Top Tweeters in G1:
@ernesto1972m6
@cmarcafederal
@froilanz
@aemon3428
@unhernanmas
@piapaulette
@sergiogonzalezf
@gattillos_11
@herman_cadena
@costa_navin

Top Tweeters in G2:
@isialer
@serwyl
@luisfranco_2014
@vedazs16
@vmezadelc
@saysaysaysa
@jess49504626
@antonio65005829
@apterrones
@yeshuahqh

Top Tweeters in G3:
@geoffrey_payne
@john1966olsen
@cherokeenative3
@fehowarth
@funnagan
@courageousgirl2
@cryborg
@expresso
@mr_spock
@genghisgalahad2

Top Tweeters in G4:
@edgardogarciasa
@elaineg16
@cengizuzun15
@karadagmetin2
@mariuskarma
@grantorta
@linuxmil
@bpalust
@xanthissuarez
@farabruiser

Top Tweeters in G5:
@alitapaz
@devastadork
@gabrielamartf
@ejn62
@adelmagc
@nosoytocuen
@jotitajota1
@c5n
@riverplate3g
@gemnacpop

Top Tweeters in G6:
@kinshasaweb
@reuters
@huffpost
@nytimes
@washingtonpost
@nchatzinikolaou
@lemondefr
@politico
@wsj
@tovimagr

Top Tweeters in G7:
@b1e56df9ce6549f
@fernandacamino
@plgilbertini
@bazzio101
@cgt_obs
@jboningtonjag
@craftymuvva
@richard51185877
@niccoarjona
@pm_goncalves

Top Tweeters in G8:
@nenoriega5
@bluradioco
@giordanobrunofi
@nessnio
@cedemocratico
@policiacolombia
@monyrodriguezof
@tele_sig
@infopresidencia
@gener_usuga

Top Tweeters in G9:
@majowski1959
@bogdan1409
@bratapanpozdrow
@bogdanadamkowsk
@gcc49245083
@burasmarula
@majaka60
@nieelektro
@zbig1964
@binczykpawe

Top Tweeters in G10:
@gittemoller
@gloriagrifo
@tomasvv1
@cachonda1960
@gueisha3
@coatipanama
@ramonfonsecamor
@sabonim507
@judi_arenaluza
@tonydaoryebb