SlideShare a Scribd company logo
How to mine a big 
leak - 
collaboratively 
Mar Cabra (@cabralens) 
Data Journalism Manager 
International Consortium of Investigative Journalists (ICIJ) 
www.icij.org - @ICIJorg
#offshoreleaks 
April 2013
China Leaks 
January 2014 
 China Leaks January 2014
Where do the data come 
from?
At the end of 2011… 
• 260 Gb hard drive 
• 4 databases 
• 2,5 millon files (emails, PDFs, 
photos…) – non-structured data! 
Methodology
Samarbeide
112 journalists 
58 countries 
Working together 
Diving into a secret world
FudForum
The stories 
• More than 100,000 entities 
• 10 offshore jurisdictions 
• More than 50 stories in ICIJ’s website 
• +25,000 mentions in the press worldwide 
http://www.icij.org/blog/2013/04/highlights-offshore- 
leaks-so-far
Key findings 
 Government officials and the mega-rich have 
embraced the use of covert companies and bank 
accounts to own mansions, yachts, art 
masterpieces and other assets, gaining tax 
advantages and anonymity not available to average 
people. 
 The aggressive role of big banks as enablers (UBS, 
Credit Agricole, BNP Paribas, Deutsche Bank…) 
 Authorities are blind on the issue (Greek authorities 
only knew about 4 of the 107 entities) 
 A black hole for fraud (out of 4,000 US names, at 
least 30 are accused of fraud)
Will you do the 
Norway story? 
(please! There are 
at least 30 
names!)
The stories so far
Impact (I) 
We want the data!
Impact (II) 
• Hollande asked for “eradication” of tax havens 
• Tax agencies from several countries (Israel, Australia, 
Philippines, South Korea) have started investigations 
• Public debate (G20, EU Council, G8) 
• Legislative changes (Colombia, OECD, Denmark) 
• Resignations (Mongolia, Austria) 
http://www.icij.org/blog/2013/04/release-offshore-records-draws- 
worldwide-response
Gunter Sachs
1 graphic, 6 languages, 
10 publications
http://offshoreleaks.icij.org
Any questions?
Let’s use the data: 
http://offshoreleaks.icij.org
Download 
 Fuzzy Lookup Add-In for Excel 
 OFAC list: 
http://bit.ly/OFAC_ICIJ 
 ICIJ Offshore Leaks Database: 
http://offshoreleaks.icij.org/about/download
1- Look at the names 
from your country
The offshore way
Carmen Thyssen- 
Bornemisza
contact@icij.org
Read everything
“Watermill at Gennep” by Vincent Van Gogh
Do the “regular” reporting!
Search public 
documents
Court case Bermuda
2- Massive matches 
(use Fuzzy Lookup or other)
I EXCEL
Resources 
• Getting the most of the Offshore Leaks Data: 
http://www.icij.org/blog/2014/03/getting-most-out-offshore- 
leaks-data 
• Investigative Dashboard 
http://www.investigativedashboard.org/ 
• Open Corporates http://opencorporates.com/ 
• Offshore Alert http://www.offshorealert.com 
• ICIJ Offshore Leaks Database 
http://offshoreleaks.icij.org/ 
• BVI Financial Services Commission 
http://www.bvifsc.vg/en-gb/ 
divisions/registryofcorporateaffairs.aspx 
• Hong Kong Company Registry 
http://www.cr.gov.hk/en/home/
Thanks! 
mar.cabra.valero@gmail.com

More Related Content

Viewers also liked

Skattejakten
SkattejaktenSkattejakten
Høyt spill i sydvaranger gruve
Høyt spill i sydvaranger gruveHøyt spill i sydvaranger gruve
Høyt spill i sydvaranger gruve
Stiftelsen for en Kritisk og Undersøkende Presse
 
Gravingens ABC
Gravingens ABCGravingens ABC
Sørlandssenteret
SørlandssenteretSørlandssenteret
Bruker loven til å åpne stengte dører
Bruker loven til å åpne stengte dørerBruker loven til å åpne stengte dører
Bruker loven til å åpne stengte dører
Stiftelsen for en Kritisk og Undersøkende Presse
 
Dagbladet NullCTRL
Dagbladet NullCTRLDagbladet NullCTRL
Redd isbjørnen
Redd isbjørnenRedd isbjørnen
Møt sladderne
Møt sladderneMøt sladderne
Graving i lokalavis
Graving i lokalavisGraving i lokalavis
Nerdrum-saken
Nerdrum-sakenNerdrum-saken
Fattigpengene som forsvant
Fattigpengene som forsvantFattigpengene som forsvant
Ikke la deg lure av statistikk
Ikke la deg lure av statistikkIkke la deg lure av statistikk
Banksjefen i Vegårshei
Banksjefen i VegårsheiBanksjefen i Vegårshei
P3-dokumentar
P3-dokumentarP3-dokumentar
Jonnys siste sjanser - og tragediene i kommune-Norge
Jonnys siste sjanser - og tragediene i kommune-NorgeJonnys siste sjanser - og tragediene i kommune-Norge
Jonnys siste sjanser - og tragediene i kommune-Norge
Stiftelsen for en Kritisk og Undersøkende Presse
 
Nyhetsjakt med Miljøinformasjonsloven
Nyhetsjakt med MiljøinformasjonslovenNyhetsjakt med Miljøinformasjonsloven
Nyhetsjakt med Miljøinformasjonsloven
Stiftelsen for en Kritisk og Undersøkende Presse
 
Trusselpresentasjon
TrusselpresentasjonTrusselpresentasjon
Året i datagraving
Året i datagravingÅret i datagraving
Finn norske hemmeligheter i EU
Finn norske hemmeligheter i EUFinn norske hemmeligheter i EU
Intervjuteknikk: Ikke så tøff som du tror
Intervjuteknikk: Ikke så tøff som du trorIntervjuteknikk: Ikke så tøff som du tror
Intervjuteknikk: Ikke så tøff som du tror
Stiftelsen for en Kritisk og Undersøkende Presse
 

Viewers also liked (20)

Skattejakten
SkattejaktenSkattejakten
Skattejakten
 
Høyt spill i sydvaranger gruve
Høyt spill i sydvaranger gruveHøyt spill i sydvaranger gruve
Høyt spill i sydvaranger gruve
 
Gravingens ABC
Gravingens ABCGravingens ABC
Gravingens ABC
 
Sørlandssenteret
SørlandssenteretSørlandssenteret
Sørlandssenteret
 
Bruker loven til å åpne stengte dører
Bruker loven til å åpne stengte dørerBruker loven til å åpne stengte dører
Bruker loven til å åpne stengte dører
 
Dagbladet NullCTRL
Dagbladet NullCTRLDagbladet NullCTRL
Dagbladet NullCTRL
 
Redd isbjørnen
Redd isbjørnenRedd isbjørnen
Redd isbjørnen
 
Møt sladderne
Møt sladderneMøt sladderne
Møt sladderne
 
Graving i lokalavis
Graving i lokalavisGraving i lokalavis
Graving i lokalavis
 
Nerdrum-saken
Nerdrum-sakenNerdrum-saken
Nerdrum-saken
 
Fattigpengene som forsvant
Fattigpengene som forsvantFattigpengene som forsvant
Fattigpengene som forsvant
 
Ikke la deg lure av statistikk
Ikke la deg lure av statistikkIkke la deg lure av statistikk
Ikke la deg lure av statistikk
 
Banksjefen i Vegårshei
Banksjefen i VegårsheiBanksjefen i Vegårshei
Banksjefen i Vegårshei
 
P3-dokumentar
P3-dokumentarP3-dokumentar
P3-dokumentar
 
Jonnys siste sjanser - og tragediene i kommune-Norge
Jonnys siste sjanser - og tragediene i kommune-NorgeJonnys siste sjanser - og tragediene i kommune-Norge
Jonnys siste sjanser - og tragediene i kommune-Norge
 
Nyhetsjakt med Miljøinformasjonsloven
Nyhetsjakt med MiljøinformasjonslovenNyhetsjakt med Miljøinformasjonsloven
Nyhetsjakt med Miljøinformasjonsloven
 
Trusselpresentasjon
TrusselpresentasjonTrusselpresentasjon
Trusselpresentasjon
 
Året i datagraving
Året i datagravingÅret i datagraving
Året i datagraving
 
Finn norske hemmeligheter i EU
Finn norske hemmeligheter i EUFinn norske hemmeligheter i EU
Finn norske hemmeligheter i EU
 
Intervjuteknikk: Ikke så tøff som du tror
Intervjuteknikk: Ikke så tøff som du trorIntervjuteknikk: Ikke så tøff som du tror
Intervjuteknikk: Ikke så tøff som du tror
 

Similar to Offshore leaksworkshoposlo toshare

#NISWAW Session 2
#NISWAW Session 2#NISWAW Session 2
#NISWAW Session 2
European Journalism Centre
 
2004 information peacekeeping-1.1-1
2004 information peacekeeping-1.1-12004 information peacekeeping-1.1-1
2004 information peacekeeping-1.1-1
Robert David Steele Vivas
 
2006 multinational intelligence (centcom ccc)
2006 multinational intelligence (centcom ccc)2006 multinational intelligence (centcom ccc)
2006 multinational intelligence (centcom ccc)
Robert David Steele Vivas
 
How Graphs Help Investigative Journalists to Connect the Dots
How Graphs Help Investigative Journalists to Connect the DotsHow Graphs Help Investigative Journalists to Connect the Dots
How Graphs Help Investigative Journalists to Connect the Dots
jexp
 
San Francisco Isaca Fall Security Conference G32 Wiki Leaks Social Media &amp...
San Francisco Isaca Fall Security Conference G32 Wiki Leaks Social Media &amp...San Francisco Isaca Fall Security Conference G32 Wiki Leaks Social Media &amp...
San Francisco Isaca Fall Security Conference G32 Wiki Leaks Social Media &amp...Pw Carey
 
San Francisco Isaca Fall Security Conference G32 Wiki Leaks Social Media &amp...
San Francisco Isaca Fall Security Conference G32 Wiki Leaks Social Media &amp...San Francisco Isaca Fall Security Conference G32 Wiki Leaks Social Media &amp...
San Francisco Isaca Fall Security Conference G32 Wiki Leaks Social Media &amp...
Pw Carey
 
G32 Wiki Leaks Social Media & Whistleblowers The Future Of It Auditing A ...
G32 Wiki Leaks Social Media & Whistleblowers The Future Of It Auditing A ...G32 Wiki Leaks Social Media & Whistleblowers The Future Of It Auditing A ...
G32 Wiki Leaks Social Media & Whistleblowers The Future Of It Auditing A ...
Pw Carey
 
Privacy Tipping Points
Privacy Tipping PointsPrivacy Tipping Points
Privacy Tipping Points
Yoel Raban
 
Open Data Institute presentation of european context
Open Data Institute presentation of european contextOpen Data Institute presentation of european context
Open Data Institute presentation of european context
liberTIC
 
Herve ot media the transmedia news observatory
Herve ot media   the transmedia news observatoryHerve ot media   the transmedia news observatory
Herve ot media the transmedia news observatory
FIAT/IFTA
 
Open Data Islands and Communities
Open Data Islands and CommunitiesOpen Data Islands and Communities
Open Data Islands and Communities
Alan Dix
 
Democracy 2020 Ahmed Abdelhamid (Al Jazeera Talk)
Democracy 2020 Ahmed Abdelhamid (Al Jazeera Talk)Democracy 2020 Ahmed Abdelhamid (Al Jazeera Talk)
Democracy 2020 Ahmed Abdelhamid (Al Jazeera Talk)
Netwerk Democratie
 
Using Data for Science Journalism
Using Data for Science JournalismUsing Data for Science Journalism
Using Data for Science Journalism
Liliana Bounegru
 
Using Data for Science Journalism
Using Data for Science JournalismUsing Data for Science Journalism
Using Data for Science Journalism
Jonathan Gray
 
ContentMining and Copyright at CopyCamp2017
ContentMining and Copyright at CopyCamp2017ContentMining and Copyright at CopyCamp2017
ContentMining and Copyright at CopyCamp2017
petermurrayrust
 
Cybersecurity Strategies - time for the next generation
Cybersecurity Strategies - time for the next generationCybersecurity Strategies - time for the next generation
Cybersecurity Strategies - time for the next generation
Hinne Hettema
 
nullcon 2010 - Corporate Security and Intelligence – the dark links
nullcon 2010 - Corporate Security and Intelligence – the dark linksnullcon 2010 - Corporate Security and Intelligence – the dark links
nullcon 2010 - Corporate Security and Intelligence – the dark links
n|u - The Open Security Community
 
201102 gov 2.0 in australian government
201102   gov 2.0 in australian government201102   gov 2.0 in australian government
201102 gov 2.0 in australian government
Craig Thomler
 
Spark
SparkSpark
SICSA : Open Data Islands and Communities
SICSA : Open Data Islands and CommunitiesSICSA : Open Data Islands and Communities
SICSA : Open Data Islands and Communities
Alan Dix
 

Similar to Offshore leaksworkshoposlo toshare (20)

#NISWAW Session 2
#NISWAW Session 2#NISWAW Session 2
#NISWAW Session 2
 
2004 information peacekeeping-1.1-1
2004 information peacekeeping-1.1-12004 information peacekeeping-1.1-1
2004 information peacekeeping-1.1-1
 
2006 multinational intelligence (centcom ccc)
2006 multinational intelligence (centcom ccc)2006 multinational intelligence (centcom ccc)
2006 multinational intelligence (centcom ccc)
 
How Graphs Help Investigative Journalists to Connect the Dots
How Graphs Help Investigative Journalists to Connect the DotsHow Graphs Help Investigative Journalists to Connect the Dots
How Graphs Help Investigative Journalists to Connect the Dots
 
San Francisco Isaca Fall Security Conference G32 Wiki Leaks Social Media &amp...
San Francisco Isaca Fall Security Conference G32 Wiki Leaks Social Media &amp...San Francisco Isaca Fall Security Conference G32 Wiki Leaks Social Media &amp...
San Francisco Isaca Fall Security Conference G32 Wiki Leaks Social Media &amp...
 
San Francisco Isaca Fall Security Conference G32 Wiki Leaks Social Media &amp...
San Francisco Isaca Fall Security Conference G32 Wiki Leaks Social Media &amp...San Francisco Isaca Fall Security Conference G32 Wiki Leaks Social Media &amp...
San Francisco Isaca Fall Security Conference G32 Wiki Leaks Social Media &amp...
 
G32 Wiki Leaks Social Media & Whistleblowers The Future Of It Auditing A ...
G32 Wiki Leaks Social Media & Whistleblowers The Future Of It Auditing A ...G32 Wiki Leaks Social Media & Whistleblowers The Future Of It Auditing A ...
G32 Wiki Leaks Social Media & Whistleblowers The Future Of It Auditing A ...
 
Privacy Tipping Points
Privacy Tipping PointsPrivacy Tipping Points
Privacy Tipping Points
 
Open Data Institute presentation of european context
Open Data Institute presentation of european contextOpen Data Institute presentation of european context
Open Data Institute presentation of european context
 
Herve ot media the transmedia news observatory
Herve ot media   the transmedia news observatoryHerve ot media   the transmedia news observatory
Herve ot media the transmedia news observatory
 
Open Data Islands and Communities
Open Data Islands and CommunitiesOpen Data Islands and Communities
Open Data Islands and Communities
 
Democracy 2020 Ahmed Abdelhamid (Al Jazeera Talk)
Democracy 2020 Ahmed Abdelhamid (Al Jazeera Talk)Democracy 2020 Ahmed Abdelhamid (Al Jazeera Talk)
Democracy 2020 Ahmed Abdelhamid (Al Jazeera Talk)
 
Using Data for Science Journalism
Using Data for Science JournalismUsing Data for Science Journalism
Using Data for Science Journalism
 
Using Data for Science Journalism
Using Data for Science JournalismUsing Data for Science Journalism
Using Data for Science Journalism
 
ContentMining and Copyright at CopyCamp2017
ContentMining and Copyright at CopyCamp2017ContentMining and Copyright at CopyCamp2017
ContentMining and Copyright at CopyCamp2017
 
Cybersecurity Strategies - time for the next generation
Cybersecurity Strategies - time for the next generationCybersecurity Strategies - time for the next generation
Cybersecurity Strategies - time for the next generation
 
nullcon 2010 - Corporate Security and Intelligence – the dark links
nullcon 2010 - Corporate Security and Intelligence – the dark linksnullcon 2010 - Corporate Security and Intelligence – the dark links
nullcon 2010 - Corporate Security and Intelligence – the dark links
 
201102 gov 2.0 in australian government
201102   gov 2.0 in australian government201102   gov 2.0 in australian government
201102 gov 2.0 in australian government
 
Spark
SparkSpark
Spark
 
SICSA : Open Data Islands and Communities
SICSA : Open Data Islands and CommunitiesSICSA : Open Data Islands and Communities
SICSA : Open Data Islands and Communities
 

More from Stiftelsen for en Kritisk og Undersøkende Presse

#FreeKhadija
#FreeKhadija#FreeKhadija
SKUPs Jubileumsstidsskrift 2010
SKUPs Jubileumsstidsskrift 2010SKUPs Jubileumsstidsskrift 2010
SKUPs Jubileumsstidsskrift 2010
Stiftelsen for en Kritisk og Undersøkende Presse
 
Siste SKUP 2013
Siste SKUP 2013Siste SKUP 2013
Siste SKUP 2014
Siste SKUP 2014Siste SKUP 2014
SKUP-prisen 2014
SKUP-prisen 2014SKUP-prisen 2014
Data skup
Data skupData skup
Viralgranskardragning
ViralgranskardragningViralgranskardragning
Data-Skup Sørlandsporten
Data-Skup SørlandsportenData-Skup Sørlandsporten
Finn informasjon i sosiale medier
Finn informasjon i sosiale medierFinn informasjon i sosiale medier
Finn informasjon i sosiale medier
Stiftelsen for en Kritisk og Undersøkende Presse
 
Data-SKUP 2014
Data-SKUP 2014Data-SKUP 2014
Yanukovych leaks
Yanukovych leaksYanukovych leaks
Birgit Røe Mathiesens presentasjon til seminaret "Graving i lokalt næringsliv"
Birgit Røe Mathiesens presentasjon til seminaret "Graving i lokalt næringsliv"Birgit Røe Mathiesens presentasjon til seminaret "Graving i lokalt næringsliv"
Birgit Røe Mathiesens presentasjon til seminaret "Graving i lokalt næringsliv"
Stiftelsen for en Kritisk og Undersøkende Presse
 
Håkon Okkenhaugs presentasjon for seminaret "Graving i lokalt næringsliv"
Håkon Okkenhaugs presentasjon for seminaret "Graving i lokalt næringsliv"Håkon Okkenhaugs presentasjon for seminaret "Graving i lokalt næringsliv"
Håkon Okkenhaugs presentasjon for seminaret "Graving i lokalt næringsliv"
Stiftelsen for en Kritisk og Undersøkende Presse
 
Tipsark skup - de nye spesialskolene
Tipsark   skup - de nye spesialskoleneTipsark   skup - de nye spesialskolene
Tipsark skup - de nye spesialskolene
Stiftelsen for en Kritisk og Undersøkende Presse
 
De nye spesialskolene
De nye spesialskoleneDe nye spesialskolene
Sjefens sønn med hånda i kommunekassa
Sjefens sønn med hånda i kommunekassaSjefens sønn med hånda i kommunekassa
Sjefens sønn med hånda i kommunekassa
Stiftelsen for en Kritisk og Undersøkende Presse
 
Hornsjø. DRH-Norway
Hornsjø. DRH-NorwayHornsjø. DRH-Norway
Avslørte massive lovbrudd i strandsonen
Avslørte massive lovbrudd i strandsonenAvslørte massive lovbrudd i strandsonen
Avslørte massive lovbrudd i strandsonen
Stiftelsen for en Kritisk og Undersøkende Presse
 

More from Stiftelsen for en Kritisk og Undersøkende Presse (20)

#FreeKhadija
#FreeKhadija#FreeKhadija
#FreeKhadija
 
SKUPs Jubileumsstidsskrift 2010
SKUPs Jubileumsstidsskrift 2010SKUPs Jubileumsstidsskrift 2010
SKUPs Jubileumsstidsskrift 2010
 
Siste SKUP 2013
Siste SKUP 2013Siste SKUP 2013
Siste SKUP 2013
 
Siste SKUP 2014
Siste SKUP 2014Siste SKUP 2014
Siste SKUP 2014
 
SKUP-prisen 2014
SKUP-prisen 2014SKUP-prisen 2014
SKUP-prisen 2014
 
Data skup
Data skupData skup
Data skup
 
Viralgranskardragning
ViralgranskardragningViralgranskardragning
Viralgranskardragning
 
Data-Skup Sørlandsporten
Data-Skup SørlandsportenData-Skup Sørlandsporten
Data-Skup Sørlandsporten
 
Finn informasjon i sosiale medier
Finn informasjon i sosiale medierFinn informasjon i sosiale medier
Finn informasjon i sosiale medier
 
Data-SKUP 2014
Data-SKUP 2014Data-SKUP 2014
Data-SKUP 2014
 
Security manualabraji
Security manualabrajiSecurity manualabraji
Security manualabraji
 
Yanukovych leaks
Yanukovych leaksYanukovych leaks
Yanukovych leaks
 
Birgit Røe Mathiesens presentasjon til seminaret "Graving i lokalt næringsliv"
Birgit Røe Mathiesens presentasjon til seminaret "Graving i lokalt næringsliv"Birgit Røe Mathiesens presentasjon til seminaret "Graving i lokalt næringsliv"
Birgit Røe Mathiesens presentasjon til seminaret "Graving i lokalt næringsliv"
 
Håkon Okkenhaugs presentasjon for seminaret "Graving i lokalt næringsliv"
Håkon Okkenhaugs presentasjon for seminaret "Graving i lokalt næringsliv"Håkon Okkenhaugs presentasjon for seminaret "Graving i lokalt næringsliv"
Håkon Okkenhaugs presentasjon for seminaret "Graving i lokalt næringsliv"
 
Tipsark skup - de nye spesialskolene
Tipsark   skup - de nye spesialskoleneTipsark   skup - de nye spesialskolene
Tipsark skup - de nye spesialskolene
 
De nye spesialskolene
De nye spesialskoleneDe nye spesialskolene
De nye spesialskolene
 
Sjefens sønn med hånda i kommunekassa
Sjefens sønn med hånda i kommunekassaSjefens sønn med hånda i kommunekassa
Sjefens sønn med hånda i kommunekassa
 
Hornsjø. DRH-Norway
Hornsjø. DRH-NorwayHornsjø. DRH-Norway
Hornsjø. DRH-Norway
 
Avslørte massive lovbrudd i strandsonen
Avslørte massive lovbrudd i strandsonenAvslørte massive lovbrudd i strandsonen
Avslørte massive lovbrudd i strandsonen
 
Excel kursopplegg Graveskolen
Excel kursopplegg GraveskolenExcel kursopplegg Graveskolen
Excel kursopplegg Graveskolen
 

Recently uploaded

Preview of Court Document for Iseyin community
Preview of Court Document for Iseyin communityPreview of Court Document for Iseyin community
Preview of Court Document for Iseyin community
contact193699
 
Resolutions-Key-Interventions-28-May-2024.pdf
Resolutions-Key-Interventions-28-May-2024.pdfResolutions-Key-Interventions-28-May-2024.pdf
Resolutions-Key-Interventions-28-May-2024.pdf
bhavenpr
 
2024 is the point of certainty. Forecast of UIF experts
2024 is the point of certainty. Forecast of UIF experts2024 is the point of certainty. Forecast of UIF experts
2024 is the point of certainty. Forecast of UIF experts
olaola5673
 
role of women and girls in various terror groups
role of women and girls in various terror groupsrole of women and girls in various terror groups
role of women and girls in various terror groups
sadiakorobi2
 
AI and Covert Influence Operations: Latest Trends
AI and Covert Influence Operations: Latest TrendsAI and Covert Influence Operations: Latest Trends
AI and Covert Influence Operations: Latest Trends
CI kumparan
 
Draft-1-Resolutions-Key-Interventions-.pdf
Draft-1-Resolutions-Key-Interventions-.pdfDraft-1-Resolutions-Key-Interventions-.pdf
Draft-1-Resolutions-Key-Interventions-.pdf
bhavenpr
 
31052024_First India Newspaper Jaipur.pdf
31052024_First India Newspaper Jaipur.pdf31052024_First India Newspaper Jaipur.pdf
31052024_First India Newspaper Jaipur.pdf
FIRST INDIA
 
Codes n Conventionss copy (1).paaaaaaptx
Codes n Conventionss copy (1).paaaaaaptxCodes n Conventionss copy (1).paaaaaaptx
Codes n Conventionss copy (1).paaaaaaptx
ZackSpencer3
 
Hogan Comes Home: an MIA WWII crewman is returned
Hogan Comes Home: an MIA WWII crewman is returnedHogan Comes Home: an MIA WWII crewman is returned
Hogan Comes Home: an MIA WWII crewman is returned
rbakerj2
 
Do Linguistics Still Matter in the Age of Large Language Models.pptx
Do Linguistics Still Matter in the Age of Large Language Models.pptxDo Linguistics Still Matter in the Age of Large Language Models.pptx
Do Linguistics Still Matter in the Age of Large Language Models.pptx
Slator- Language Industry Intelligence
 
Sharjeel-Imam-Judgement-CRLA-215-2024_29-05-2024.pdf
Sharjeel-Imam-Judgement-CRLA-215-2024_29-05-2024.pdfSharjeel-Imam-Judgement-CRLA-215-2024_29-05-2024.pdf
Sharjeel-Imam-Judgement-CRLA-215-2024_29-05-2024.pdf
bhavenpr
 
01062024_First India Newspaper Jaipur.pdf
01062024_First India Newspaper Jaipur.pdf01062024_First India Newspaper Jaipur.pdf
01062024_First India Newspaper Jaipur.pdf
FIRST INDIA
 
03062024_First India Newspaper Jaipur.pdf
03062024_First India Newspaper Jaipur.pdf03062024_First India Newspaper Jaipur.pdf
03062024_First India Newspaper Jaipur.pdf
FIRST INDIA
 

Recently uploaded (13)

Preview of Court Document for Iseyin community
Preview of Court Document for Iseyin communityPreview of Court Document for Iseyin community
Preview of Court Document for Iseyin community
 
Resolutions-Key-Interventions-28-May-2024.pdf
Resolutions-Key-Interventions-28-May-2024.pdfResolutions-Key-Interventions-28-May-2024.pdf
Resolutions-Key-Interventions-28-May-2024.pdf
 
2024 is the point of certainty. Forecast of UIF experts
2024 is the point of certainty. Forecast of UIF experts2024 is the point of certainty. Forecast of UIF experts
2024 is the point of certainty. Forecast of UIF experts
 
role of women and girls in various terror groups
role of women and girls in various terror groupsrole of women and girls in various terror groups
role of women and girls in various terror groups
 
AI and Covert Influence Operations: Latest Trends
AI and Covert Influence Operations: Latest TrendsAI and Covert Influence Operations: Latest Trends
AI and Covert Influence Operations: Latest Trends
 
Draft-1-Resolutions-Key-Interventions-.pdf
Draft-1-Resolutions-Key-Interventions-.pdfDraft-1-Resolutions-Key-Interventions-.pdf
Draft-1-Resolutions-Key-Interventions-.pdf
 
31052024_First India Newspaper Jaipur.pdf
31052024_First India Newspaper Jaipur.pdf31052024_First India Newspaper Jaipur.pdf
31052024_First India Newspaper Jaipur.pdf
 
Codes n Conventionss copy (1).paaaaaaptx
Codes n Conventionss copy (1).paaaaaaptxCodes n Conventionss copy (1).paaaaaaptx
Codes n Conventionss copy (1).paaaaaaptx
 
Hogan Comes Home: an MIA WWII crewman is returned
Hogan Comes Home: an MIA WWII crewman is returnedHogan Comes Home: an MIA WWII crewman is returned
Hogan Comes Home: an MIA WWII crewman is returned
 
Do Linguistics Still Matter in the Age of Large Language Models.pptx
Do Linguistics Still Matter in the Age of Large Language Models.pptxDo Linguistics Still Matter in the Age of Large Language Models.pptx
Do Linguistics Still Matter in the Age of Large Language Models.pptx
 
Sharjeel-Imam-Judgement-CRLA-215-2024_29-05-2024.pdf
Sharjeel-Imam-Judgement-CRLA-215-2024_29-05-2024.pdfSharjeel-Imam-Judgement-CRLA-215-2024_29-05-2024.pdf
Sharjeel-Imam-Judgement-CRLA-215-2024_29-05-2024.pdf
 
01062024_First India Newspaper Jaipur.pdf
01062024_First India Newspaper Jaipur.pdf01062024_First India Newspaper Jaipur.pdf
01062024_First India Newspaper Jaipur.pdf
 
03062024_First India Newspaper Jaipur.pdf
03062024_First India Newspaper Jaipur.pdf03062024_First India Newspaper Jaipur.pdf
03062024_First India Newspaper Jaipur.pdf
 

Offshore leaksworkshoposlo toshare

  • 1. How to mine a big leak - collaboratively Mar Cabra (@cabralens) Data Journalism Manager International Consortium of Investigative Journalists (ICIJ) www.icij.org - @ICIJorg
  • 2.
  • 4. China Leaks January 2014  China Leaks January 2014
  • 5.
  • 6.
  • 7.
  • 8. Where do the data come from?
  • 9. At the end of 2011… • 260 Gb hard drive • 4 databases • 2,5 millon files (emails, PDFs, photos…) – non-structured data! Methodology
  • 10.
  • 11.
  • 12.
  • 13.
  • 14.
  • 15.
  • 16.
  • 18. 112 journalists 58 countries Working together Diving into a secret world
  • 20.
  • 21.
  • 22. The stories • More than 100,000 entities • 10 offshore jurisdictions • More than 50 stories in ICIJ’s website • +25,000 mentions in the press worldwide http://www.icij.org/blog/2013/04/highlights-offshore- leaks-so-far
  • 23. Key findings  Government officials and the mega-rich have embraced the use of covert companies and bank accounts to own mansions, yachts, art masterpieces and other assets, gaining tax advantages and anonymity not available to average people.  The aggressive role of big banks as enablers (UBS, Credit Agricole, BNP Paribas, Deutsche Bank…)  Authorities are blind on the issue (Greek authorities only knew about 4 of the 107 entities)  A black hole for fraud (out of 4,000 US names, at least 30 are accused of fraud)
  • 24.
  • 25.
  • 26.
  • 27. Will you do the Norway story? (please! There are at least 30 names!)
  • 29. Impact (I) We want the data!
  • 30. Impact (II) • Hollande asked for “eradication” of tax havens • Tax agencies from several countries (Israel, Australia, Philippines, South Korea) have started investigations • Public debate (G20, EU Council, G8) • Legislative changes (Colombia, OECD, Denmark) • Resignations (Mongolia, Austria) http://www.icij.org/blog/2013/04/release-offshore-records-draws- worldwide-response
  • 32. 1 graphic, 6 languages, 10 publications
  • 33.
  • 34.
  • 36.
  • 37.
  • 38.
  • 39.
  • 41. Let’s use the data: http://offshoreleaks.icij.org
  • 42. Download  Fuzzy Lookup Add-In for Excel  OFAC list: http://bit.ly/OFAC_ICIJ  ICIJ Offshore Leaks Database: http://offshoreleaks.icij.org/about/download
  • 43. 1- Look at the names from your country
  • 46.
  • 49.
  • 50. “Watermill at Gennep” by Vincent Van Gogh
  • 51. Do the “regular” reporting!
  • 54.
  • 55.
  • 56. 2- Massive matches (use Fuzzy Lookup or other)
  • 58.
  • 59. Resources • Getting the most of the Offshore Leaks Data: http://www.icij.org/blog/2014/03/getting-most-out-offshore- leaks-data • Investigative Dashboard http://www.investigativedashboard.org/ • Open Corporates http://opencorporates.com/ • Offshore Alert http://www.offshorealert.com • ICIJ Offshore Leaks Database http://offshoreleaks.icij.org/ • BVI Financial Services Commission http://www.bvifsc.vg/en-gb/ divisions/registryofcorporateaffairs.aspx • Hong Kong Company Registry http://www.cr.gov.hk/en/home/