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Doing Business

Objective measures of business regulations

@worldbank.doing_business

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About this Dataset

Doing Business

Objective measures of business regulations and their enforcement across economies and selected cities at the subnational and regional level. NOTE: Doing Business has been discontinued as of 9/16/2021.

Tables

Paying Taxes: Total Tax And Contribution Rate (% Of Profit)

@worldbank.doing_business.pay_tax_tot_tax_rt_zs
  • 27.04 KB
  • 213 rows
  • 18 columns
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CREATE TABLE pay_tax_tot_tax_rt_zs (
  "economy" VARCHAR,
  "yr2003" VARCHAR,
  "yr2004" VARCHAR,
  "yr2005" DOUBLE,
  "yr2006" DOUBLE,
  "yr2007" DOUBLE,
  "yr2008" DOUBLE,
  "yr2009" DOUBLE,
  "yr2010" DOUBLE,
  "yr2011" DOUBLE,
  "yr2012" DOUBLE,
  "yr2013" DOUBLE,
  "yr2014" DOUBLE,
  "yr2015" DOUBLE,
  "yr2016" DOUBLE,
  "yr2017" DOUBLE,
  "yr2018" DOUBLE,
  "yr2019" DOUBLE
);

Paying Taxes: Total Tax And Contribution Rate (% Of Profit) - Score

@worldbank.doing_business.pay_tax_tot_tax_rt_zs_drfrn
  • 34.82 KB
  • 213 rows
  • 18 columns
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CREATE TABLE pay_tax_tot_tax_rt_zs_drfrn (
  "economy" VARCHAR,
  "yr2003" VARCHAR,
  "yr2004" VARCHAR,
  "yr2005" DOUBLE,
  "yr2006" DOUBLE,
  "yr2007" DOUBLE,
  "yr2008" DOUBLE,
  "yr2009" DOUBLE,
  "yr2010" DOUBLE,
  "yr2011" DOUBLE,
  "yr2012" DOUBLE,
  "yr2013" DOUBLE,
  "yr2014" DOUBLE,
  "yr2015" DOUBLE,
  "yr2016" DOUBLE,
  "yr2017" DOUBLE,
  "yr2018" DOUBLE,
  "yr2019" DOUBLE
);

Paying Taxes: Time To Obtain VAT Refund (weeks) (DB17-20 Methodology)

@worldbank.doing_business.pay_tax_vat_ref_obt_wks_tm_db1719
  • 15.34 KB
  • 213 rows
  • 18 columns
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CREATE TABLE pay_tax_vat_ref_obt_wks_tm_db1719 (
  "economy" VARCHAR,
  "yr2003" VARCHAR,
  "yr2004" VARCHAR,
  "yr2005" VARCHAR,
  "yr2006" VARCHAR,
  "yr2007" VARCHAR,
  "yr2008" VARCHAR,
  "yr2009" VARCHAR,
  "yr2010" VARCHAR,
  "yr2011" VARCHAR,
  "yr2012" VARCHAR,
  "yr2013" VARCHAR,
  "yr2014" VARCHAR,
  "yr2015" DOUBLE,
  "yr2016" DOUBLE,
  "yr2017" DOUBLE,
  "yr2018" DOUBLE,
  "yr2019" DOUBLE
);

Paying Taxes: Time To Obtain VAT Refund (weeks) (DB17-20 Methodology) - Score

@worldbank.doing_business.pay_tax_vat_ref_obt_wks_tm_db1719_dfrn
  • 16.08 KB
  • 213 rows
  • 18 columns
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CREATE TABLE pay_tax_vat_ref_obt_wks_tm_db1719_dfrn (
  "economy" VARCHAR,
  "yr2003" VARCHAR,
  "yr2004" VARCHAR,
  "yr2005" VARCHAR,
  "yr2006" VARCHAR,
  "yr2007" VARCHAR,
  "yr2008" VARCHAR,
  "yr2009" VARCHAR,
  "yr2010" VARCHAR,
  "yr2011" VARCHAR,
  "yr2012" VARCHAR,
  "yr2013" VARCHAR,
  "yr2014" VARCHAR,
  "yr2015" DOUBLE,
  "yr2016" DOUBLE,
  "yr2017" DOUBLE,
  "yr2018" DOUBLE,
  "yr2019" DOUBLE
);

Paying Taxes: Time To Comply With VAT Refund (hours) (DB17-20 Methodology)

@worldbank.doing_business.pay_tax_vat_refu_comp_hrs_tm_db1719
  • 13.58 KB
  • 213 rows
  • 18 columns
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CREATE TABLE pay_tax_vat_refu_comp_hrs_tm_db1719 (
  "economy" VARCHAR,
  "yr2003" VARCHAR,
  "yr2004" VARCHAR,
  "yr2005" VARCHAR,
  "yr2006" VARCHAR,
  "yr2007" VARCHAR,
  "yr2008" VARCHAR,
  "yr2009" VARCHAR,
  "yr2010" VARCHAR,
  "yr2011" VARCHAR,
  "yr2012" VARCHAR,
  "yr2013" VARCHAR,
  "yr2014" VARCHAR,
  "yr2015" DOUBLE,
  "yr2016" DOUBLE,
  "yr2017" DOUBLE,
  "yr2018" DOUBLE,
  "yr2019" DOUBLE
);

Paying Taxes: Time To Comply With VAT Refund (hours) (DB17-20 Methodology) - Score

@worldbank.doing_business.pay_tax_vat_refu_comp_hrs_tm_db1719_dfrn
  • 13.59 KB
  • 213 rows
  • 18 columns
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CREATE TABLE pay_tax_vat_refu_comp_hrs_tm_db1719_dfrn (
  "economy" VARCHAR,
  "yr2003" VARCHAR,
  "yr2004" VARCHAR,
  "yr2005" VARCHAR,
  "yr2006" VARCHAR,
  "yr2007" VARCHAR,
  "yr2008" VARCHAR,
  "yr2009" VARCHAR,
  "yr2010" VARCHAR,
  "yr2011" VARCHAR,
  "yr2012" VARCHAR,
  "yr2013" VARCHAR,
  "yr2014" VARCHAR,
  "yr2015" DOUBLE,
  "yr2016" DOUBLE,
  "yr2017" DOUBLE,
  "yr2018" DOUBLE,
  "yr2019" DOUBLE
);

Protecting Minority Investors (DB06-14 Methodology) - Score

@worldbank.doing_business.prot_minor_inv_dfrn_db0614
  • 14.8 KB
  • 213 rows
  • 18 columns
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CREATE TABLE prot_minor_inv_dfrn_db0614 (
  "economy" VARCHAR,
  "yr2003" VARCHAR,
  "yr2004" VARCHAR,
  "yr2005" DOUBLE,
  "yr2006" DOUBLE,
  "yr2007" DOUBLE,
  "yr2008" DOUBLE,
  "yr2009" DOUBLE,
  "yr2010" DOUBLE,
  "yr2011" DOUBLE,
  "yr2012" DOUBLE,
  "yr2013" DOUBLE,
  "yr2014" VARCHAR,
  "yr2015" VARCHAR,
  "yr2016" VARCHAR,
  "yr2017" VARCHAR,
  "yr2018" VARCHAR,
  "yr2019" VARCHAR
);

Protecting Minority Investors (DB15-20 Methodology) - Score

@worldbank.doing_business.prot_minor_inv_dfrn_db1519
  • 14.36 KB
  • 213 rows
  • 18 columns
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CREATE TABLE prot_minor_inv_dfrn_db1519 (
  "economy" VARCHAR,
  "yr2003" VARCHAR,
  "yr2004" VARCHAR,
  "yr2005" VARCHAR,
  "yr2006" VARCHAR,
  "yr2007" VARCHAR,
  "yr2008" VARCHAR,
  "yr2009" VARCHAR,
  "yr2010" VARCHAR,
  "yr2011" VARCHAR,
  "yr2012" VARCHAR,
  "yr2013" DOUBLE,
  "yr2014" DOUBLE,
  "yr2015" DOUBLE,
  "yr2016" DOUBLE,
  "yr2017" DOUBLE,
  "yr2018" DOUBLE,
  "yr2019" DOUBLE
);

Protecting Minority Investors: Ease Of Shareholder Suits Index (0-10) (DB06-14 Methodology)

@worldbank.doing_business.prot_minor_inv_ease_share_lgl_xd_010_db0614
  • 13.72 KB
  • 213 rows
  • 18 columns
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CREATE TABLE prot_minor_inv_ease_share_lgl_xd_010_db0614 (
  "economy" VARCHAR,
  "yr2003" VARCHAR,
  "yr2004" VARCHAR,
  "yr2005" DOUBLE,
  "yr2006" DOUBLE,
  "yr2007" DOUBLE,
  "yr2008" DOUBLE,
  "yr2009" DOUBLE,
  "yr2010" DOUBLE,
  "yr2011" DOUBLE,
  "yr2012" DOUBLE,
  "yr2013" DOUBLE,
  "yr2014" VARCHAR,
  "yr2015" VARCHAR,
  "yr2016" VARCHAR,
  "yr2017" VARCHAR,
  "yr2018" VARCHAR,
  "yr2019" VARCHAR
);

Protecting Minority Investors: Ease Of Shareholder Suits Index (0-10) (DB15-20 Methodology)

@worldbank.doing_business.prot_minor_inv_ease_share_lgl_xd_010_db1519
  • 13.12 KB
  • 213 rows
  • 18 columns
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CREATE TABLE prot_minor_inv_ease_share_lgl_xd_010_db1519 (
  "economy" VARCHAR,
  "yr2003" VARCHAR,
  "yr2004" VARCHAR,
  "yr2005" VARCHAR,
  "yr2006" VARCHAR,
  "yr2007" VARCHAR,
  "yr2008" VARCHAR,
  "yr2009" VARCHAR,
  "yr2010" VARCHAR,
  "yr2011" VARCHAR,
  "yr2012" VARCHAR,
  "yr2013" DOUBLE,
  "yr2014" DOUBLE,
  "yr2015" DOUBLE,
  "yr2016" DOUBLE,
  "yr2017" DOUBLE,
  "yr2018" DOUBLE,
  "yr2019" DOUBLE
);

Protecting Minority Investors: Ease Of Shareholder Suits Index (0-10) (DB06-14 Methodology) - Score

@worldbank.doing_business.prot_minor_inv_ease_ssi_xd_0010_db0614_dfrn
  • 13.73 KB
  • 213 rows
  • 18 columns
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CREATE TABLE prot_minor_inv_ease_ssi_xd_0010_db0614_dfrn (
  "economy" VARCHAR,
  "yr2003" VARCHAR,
  "yr2004" VARCHAR,
  "yr2005" DOUBLE,
  "yr2006" DOUBLE,
  "yr2007" DOUBLE,
  "yr2008" DOUBLE,
  "yr2009" DOUBLE,
  "yr2010" DOUBLE,
  "yr2011" DOUBLE,
  "yr2012" DOUBLE,
  "yr2013" DOUBLE,
  "yr2014" VARCHAR,
  "yr2015" VARCHAR,
  "yr2016" VARCHAR,
  "yr2017" VARCHAR,
  "yr2018" VARCHAR,
  "yr2019" VARCHAR
);

Protecting Minority Investors: Ease Of Shareholder Suits Index (0-10) (DB15-20 Methodology) - Score

@worldbank.doing_business.prot_minor_inv_ease_ssi_xd_0010_db1519_dfrn
  • 13.15 KB
  • 213 rows
  • 18 columns
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CREATE TABLE prot_minor_inv_ease_ssi_xd_0010_db1519_dfrn (
  "economy" VARCHAR,
  "yr2003" VARCHAR,
  "yr2004" VARCHAR,
  "yr2005" VARCHAR,
  "yr2006" VARCHAR,
  "yr2007" VARCHAR,
  "yr2008" VARCHAR,
  "yr2009" VARCHAR,
  "yr2010" VARCHAR,
  "yr2011" VARCHAR,
  "yr2012" VARCHAR,
  "yr2013" DOUBLE,
  "yr2014" DOUBLE,
  "yr2015" DOUBLE,
  "yr2016" DOUBLE,
  "yr2017" DOUBLE,
  "yr2018" DOUBLE,
  "yr2019" DOUBLE
);

Protecting Minority Investors: Extent Of Disclosure Index (0-10)

@worldbank.doing_business.prot_minor_inv_ext_bus_disc_010_xd
  • 15.47 KB
  • 213 rows
  • 18 columns
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CREATE TABLE prot_minor_inv_ext_bus_disc_010_xd (
  "economy" VARCHAR,
  "yr2003" VARCHAR,
  "yr2004" VARCHAR,
  "yr2005" DOUBLE,
  "yr2006" DOUBLE,
  "yr2007" DOUBLE,
  "yr2008" DOUBLE,
  "yr2009" DOUBLE,
  "yr2010" DOUBLE,
  "yr2011" DOUBLE,
  "yr2012" DOUBLE,
  "yr2013" DOUBLE,
  "yr2014" DOUBLE,
  "yr2015" DOUBLE,
  "yr2016" DOUBLE,
  "yr2017" DOUBLE,
  "yr2018" DOUBLE,
  "yr2019" DOUBLE
);

Protecting Minority Investors: Extent Of Corporate Transparency Index (0-7) (DB15-20 Methodology)

@worldbank.doing_business.prot_minor_inv_ext_corp_tranp_xd_0010_db1519
  • 13.05 KB
  • 213 rows
  • 18 columns
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CREATE TABLE prot_minor_inv_ext_corp_tranp_xd_0010_db1519 (
  "economy" VARCHAR,
  "yr2003" VARCHAR,
  "yr2004" VARCHAR,
  "yr2005" VARCHAR,
  "yr2006" VARCHAR,
  "yr2007" VARCHAR,
  "yr2008" VARCHAR,
  "yr2009" VARCHAR,
  "yr2010" VARCHAR,
  "yr2011" VARCHAR,
  "yr2012" VARCHAR,
  "yr2013" DOUBLE,
  "yr2014" DOUBLE,
  "yr2015" DOUBLE,
  "yr2016" DOUBLE,
  "yr2017" DOUBLE,
  "yr2018" DOUBLE,
  "yr2019" DOUBLE
);

Protecting Minority Investors: Extent Of Corporate Transparency Index (0-7) (DB15-20 Methodology) - Score

@worldbank.doing_business.prot_minor_inv_ext_corp_trans_xd_010_db1519_dfrn
  • 13.21 KB
  • 213 rows
  • 18 columns
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CREATE TABLE prot_minor_inv_ext_corp_trans_xd_010_db1519_dfrn (
  "economy" VARCHAR,
  "yr2003" VARCHAR,
  "yr2004" VARCHAR,
  "yr2005" VARCHAR,
  "yr2006" VARCHAR,
  "yr2007" VARCHAR,
  "yr2008" VARCHAR,
  "yr2009" VARCHAR,
  "yr2010" VARCHAR,
  "yr2011" VARCHAR,
  "yr2012" VARCHAR,
  "yr2013" DOUBLE,
  "yr2014" DOUBLE,
  "yr2015" DOUBLE,
  "yr2016" DOUBLE,
  "yr2017" DOUBLE,
  "yr2018" DOUBLE,
  "yr2019" DOUBLE
);

Protecting Minority Investors: Extent Of Director Liability Index (0-10) - Score

@worldbank.doing_business.prot_minor_inv_ext_dir_lbl_010_xd_dfrn
  • 15.49 KB
  • 213 rows
  • 18 columns
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CREATE TABLE prot_minor_inv_ext_dir_lbl_010_xd_dfrn (
  "economy" VARCHAR,
  "yr2003" VARCHAR,
  "yr2004" VARCHAR,
  "yr2005" DOUBLE,
  "yr2006" DOUBLE,
  "yr2007" DOUBLE,
  "yr2008" DOUBLE,
  "yr2009" DOUBLE,
  "yr2010" DOUBLE,
  "yr2011" DOUBLE,
  "yr2012" DOUBLE,
  "yr2013" DOUBLE,
  "yr2014" DOUBLE,
  "yr2015" DOUBLE,
  "yr2016" DOUBLE,
  "yr2017" DOUBLE,
  "yr2018" DOUBLE,
  "yr2019" DOUBLE
);

Protecting Minority Investors: Extent Of Disclosure Index (0-10) - Score

@worldbank.doing_business.prot_minor_inv_ext_disc_010_xd_dfrn
  • 15.5 KB
  • 213 rows
  • 18 columns
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CREATE TABLE prot_minor_inv_ext_disc_010_xd_dfrn (
  "economy" VARCHAR,
  "yr2003" VARCHAR,
  "yr2004" VARCHAR,
  "yr2005" DOUBLE,
  "yr2006" DOUBLE,
  "yr2007" DOUBLE,
  "yr2008" DOUBLE,
  "yr2009" DOUBLE,
  "yr2010" DOUBLE,
  "yr2011" DOUBLE,
  "yr2012" DOUBLE,
  "yr2013" DOUBLE,
  "yr2014" DOUBLE,
  "yr2015" DOUBLE,
  "yr2016" DOUBLE,
  "yr2017" DOUBLE,
  "yr2018" DOUBLE,
  "yr2019" DOUBLE
);

Protecting Minority Investors: Extent Of Ownership And Control Index (0-7) (DB15-20 Methodology) - Score

@worldbank.doing_business.prot_minor_inv_ext_ownr_contl_010_xd_dfrn
  • 13.2 KB
  • 213 rows
  • 18 columns
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CREATE TABLE prot_minor_inv_ext_ownr_contl_010_xd_dfrn (
  "economy" VARCHAR,
  "yr2003" VARCHAR,
  "yr2004" VARCHAR,
  "yr2005" VARCHAR,
  "yr2006" VARCHAR,
  "yr2007" VARCHAR,
  "yr2008" VARCHAR,
  "yr2009" VARCHAR,
  "yr2010" VARCHAR,
  "yr2011" VARCHAR,
  "yr2012" VARCHAR,
  "yr2013" DOUBLE,
  "yr2014" DOUBLE,
  "yr2015" DOUBLE,
  "yr2016" DOUBLE,
  "yr2017" DOUBLE,
  "yr2018" DOUBLE,
  "yr2019" DOUBLE
);

Protecting Minority Investors: Extent Of Ownership And Control Index (0-7) (DB15-20 Methodology)

@worldbank.doing_business.prot_minor_inv_ext_ownr_cont_xd_0100_db1519
  • 13.07 KB
  • 213 rows
  • 18 columns
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CREATE TABLE prot_minor_inv_ext_ownr_cont_xd_0100_db1519 (
  "economy" VARCHAR,
  "yr2003" VARCHAR,
  "yr2004" VARCHAR,
  "yr2005" VARCHAR,
  "yr2006" VARCHAR,
  "yr2007" VARCHAR,
  "yr2008" VARCHAR,
  "yr2009" VARCHAR,
  "yr2010" VARCHAR,
  "yr2011" VARCHAR,
  "yr2012" VARCHAR,
  "yr2013" DOUBLE,
  "yr2014" DOUBLE,
  "yr2015" DOUBLE,
  "yr2016" DOUBLE,
  "yr2017" DOUBLE,
  "yr2018" DOUBLE,
  "yr2019" DOUBLE
);

Protecting Minority Investors: Extent Of Shareholder Rights Index (0-6) (DB15-20 Methodology)

@worldbank.doing_business.prot_minor_inv_ext_share_rts_xd_010_db1519
  • 12.81 KB
  • 213 rows
  • 18 columns
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CREATE TABLE prot_minor_inv_ext_share_rts_xd_010_db1519 (
  "economy" VARCHAR,
  "yr2003" VARCHAR,
  "yr2004" VARCHAR,
  "yr2005" VARCHAR,
  "yr2006" VARCHAR,
  "yr2007" VARCHAR,
  "yr2008" VARCHAR,
  "yr2009" VARCHAR,
  "yr2010" VARCHAR,
  "yr2011" VARCHAR,
  "yr2012" VARCHAR,
  "yr2013" DOUBLE,
  "yr2014" DOUBLE,
  "yr2015" DOUBLE,
  "yr2016" DOUBLE,
  "yr2017" DOUBLE,
  "yr2018" DOUBLE,
  "yr2019" DOUBLE
);

Protecting Minority Investors: Extent Of Shareholder Rights Index (0-6) (DB15-20 Methodology) - Score

@worldbank.doing_business.prot_minor_inv_ext_shrhld_rgt_xd_0010_db1519_drfn
  • 12.9 KB
  • 213 rows
  • 18 columns
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CREATE TABLE prot_minor_inv_ext_shrhld_rgt_xd_0010_db1519_drfn (
  "economy" VARCHAR,
  "yr2003" VARCHAR,
  "yr2004" VARCHAR,
  "yr2005" VARCHAR,
  "yr2006" VARCHAR,
  "yr2007" VARCHAR,
  "yr2008" VARCHAR,
  "yr2009" VARCHAR,
  "yr2010" VARCHAR,
  "yr2011" VARCHAR,
  "yr2012" VARCHAR,
  "yr2013" DOUBLE,
  "yr2014" DOUBLE,
  "yr2015" DOUBLE,
  "yr2016" DOUBLE,
  "yr2017" DOUBLE,
  "yr2018" DOUBLE,
  "yr2019" DOUBLE
);

Protecting Minority Investors: Extent Of Director Liability Index (0-10)

@worldbank.doing_business.prot_minor_inv_ic_prin_ext_dir_lgl_010_xd
  • 15.46 KB
  • 213 rows
  • 18 columns
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CREATE TABLE prot_minor_inv_ic_prin_ext_dir_lgl_010_xd (
  "economy" VARCHAR,
  "yr2003" VARCHAR,
  "yr2004" VARCHAR,
  "yr2005" DOUBLE,
  "yr2006" DOUBLE,
  "yr2007" DOUBLE,
  "yr2008" DOUBLE,
  "yr2009" DOUBLE,
  "yr2010" DOUBLE,
  "yr2011" DOUBLE,
  "yr2012" DOUBLE,
  "yr2013" DOUBLE,
  "yr2014" DOUBLE,
  "yr2015" DOUBLE,
  "yr2016" DOUBLE,
  "yr2017" DOUBLE,
  "yr2018" DOUBLE,
  "yr2019" DOUBLE
);

Rank: Protecting Minority Investors (1=most Business-friendly Regulations)

@worldbank.doing_business.prot_minor_inv_ic_prin_minor_rk
  • 11.66 KB
  • 213 rows
  • 18 columns
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CREATE TABLE prot_minor_inv_ic_prin_minor_rk (
  "economy" VARCHAR,
  "yr2003" VARCHAR,
  "yr2004" VARCHAR,
  "yr2005" VARCHAR,
  "yr2006" VARCHAR,
  "yr2007" VARCHAR,
  "yr2008" VARCHAR,
  "yr2009" VARCHAR,
  "yr2010" VARCHAR,
  "yr2011" VARCHAR,
  "yr2012" VARCHAR,
  "yr2013" VARCHAR,
  "yr2014" VARCHAR,
  "yr2015" VARCHAR,
  "yr2016" VARCHAR,
  "yr2017" VARCHAR,
  "yr2018" VARCHAR,
  "yr2019" DOUBLE
);

Protecting Minority Investors: Strength Of Investor Protection Index (0-10) (DB06-14 Methodology)

@worldbank.doing_business.prot_minor_inv_streng_inv_prot_xd_010_db0614
  • 14.52 KB
  • 213 rows
  • 18 columns
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CREATE TABLE prot_minor_inv_streng_inv_prot_xd_010_db0614 (
  "economy" VARCHAR,
  "yr2003" VARCHAR,
  "yr2004" VARCHAR,
  "yr2005" DOUBLE,
  "yr2006" DOUBLE,
  "yr2007" DOUBLE,
  "yr2008" DOUBLE,
  "yr2009" DOUBLE,
  "yr2010" DOUBLE,
  "yr2011" DOUBLE,
  "yr2012" DOUBLE,
  "yr2013" DOUBLE,
  "yr2014" VARCHAR,
  "yr2015" VARCHAR,
  "yr2016" VARCHAR,
  "yr2017" VARCHAR,
  "yr2018" VARCHAR,
  "yr2019" VARCHAR
);

Protecting Minority Investors: Strength Of Minority Investor Protection Index (0-50) (DB15-20 Methodology)

@worldbank.doing_business.prot_minor_inv_streng_min_inv_prot_xd_010_db0614
  • 14.36 KB
  • 213 rows
  • 18 columns
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CREATE TABLE prot_minor_inv_streng_min_inv_prot_xd_010_db0614 (
  "economy" VARCHAR,
  "yr2003" VARCHAR,
  "yr2004" VARCHAR,
  "yr2005" VARCHAR,
  "yr2006" VARCHAR,
  "yr2007" VARCHAR,
  "yr2008" VARCHAR,
  "yr2009" VARCHAR,
  "yr2010" VARCHAR,
  "yr2011" VARCHAR,
  "yr2012" VARCHAR,
  "yr2013" DOUBLE,
  "yr2014" DOUBLE,
  "yr2015" DOUBLE,
  "yr2016" DOUBLE,
  "yr2017" DOUBLE,
  "yr2018" DOUBLE,
  "yr2019" DOUBLE
);

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