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📊 education: update UNESCO datasets#6109

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📊 education: update UNESCO datasets#6109
veronikasamborska1994 wants to merge 7 commits into
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owidbot commented May 13, 2026

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chart-diff: ❌
  • 0/68 reviewed charts
  • Modified: 0/68
  • New: 0/0
  • Rejected: 0
  • Data changes: 1
  • Metadata changes: 11
data-diff: ❌ Found differences
= Dataset garden/education/2023-07-17/education_barro_lee_projections
  ~ Table education_barro_lee_projections (changed metadata)
+     +     producer: UNESCO Institute for Statistics
+     +     title: UNESCO Institute for Statistics (UIS) - Education
+     +     description: |-
+     +       The UNESCO Institute for Statistics (UIS) is the official and trusted source of internationally-comparable data on education, science, culture and communication. As the official statistical agency of UNESCO, the UIS produces a wide range of state-of-the-art databases to fuel the policies and investments needed to transform lives and propel the world towards its development goals. The UIS provides free access to data for all UNESCO countries and regional groupings from 1970 to the most recent year available.
+     +     title_snapshot: UNESCO Institute for Statistics (UIS) - Education (OPRI)
+     +     description_snapshot: This snapshot is for the Other Policy Relevant Indicators dataset.
+     +     citation_full: UNESCO Institute for Statistics (UIS), Education, https://uis.unesco.org/bdds, 2026
+     +     attribution: null
+     +     attribution_short: UIS
+     +     version_producer: null
+     +     url_main: https://databrowser.uis.unesco.org/resources/bulk
+     +     url_download: https://download.uis.unesco.org/bdds/202602/OPRI.zip
+     +     date_accessed: '2026-05-12'
+     +     date_published: '2026-02-01'
+     +     license: !!python/object:owid.catalog.core.meta.License
+     +       name: CC BY 3.0 IGO
+     +       url: https://databrowser.uis.unesco.org/terms-and-conditions
+     +   - !!python/object:owid.catalog.core.meta.Origin
    ~ Dim country
+       + New values: 178 / 12928 (1.38%)
           year        country
           2011    World (MDG)
           2012    World (MDG)
           1990    World (SDG)
           1990 World (UNICEF)
           1988     World (WB)
-       - Removed values: 30 / 12928 (0.23%)
           year                           country
           1987 Middle East and North Africa (WB)
           1995 Middle East and North Africa (WB)
           1998 Middle East and North Africa (WB)
           2011 Middle East and North Africa (WB)
           2013 Middle East and North Africa (WB)
    ~ Dim year
+       + New values: 178 / 12928 (1.38%)
                 country  year
             World (MDG)  2011
             World (MDG)  2012
             World (SDG)  1990
          World (UNICEF)  1990
              World (WB)  1988
-       - Removed values: 30 / 12928 (0.23%)
                                    country  year
          Middle East and North Africa (WB)  1987
          Middle East and North Africa (WB)  1995
          Middle East and North Africa (WB)  1998
          Middle East and North Africa (WB)  2011
          Middle East and North Africa (WB)  2013
    ~ Column f_adults__25_64_years__percentage_of_no_education (new data)
+       + New values: 178 / 12928 (1.38%)
                 country  year  f_adults__25_64_years__percentage_of_no_education
             World (MDG)  2011                                               <NA>
             World (MDG)  2012                                               <NA>
             World (SDG)  1990                                               <NA>
          World (UNICEF)  1990                                               <NA>
              World (WB)  1988                                               <NA>
-       - Removed values: 30 / 12928 (0.23%)
                                    country  year  f_adults__25_64_years__percentage_of_no_education
          Middle East and North Africa (WB)  1987                                               <NA>
          Middle East and North Africa (WB)  1995                                               <NA>
          Middle East and North Africa (WB)  1998                                               <NA>
          Middle East and North Africa (WB)  2011                                               <NA>
          Middle East and North Africa (WB)  2013                                               <NA>
    ~ Column f_youth_and_adults__15_64_years__average_years_of_education (new data)
+       + New values: 178 / 12928 (1.38%)
                 country  year  f_youth_and_adults__15_64_years__average_years_of_education
             World (MDG)  2011                                                         <NA>
             World (MDG)  2012                                                         <NA>
             World (SDG)  1990                                                         <NA>
          World (UNICEF)  1990                                                         <NA>
              World (WB)  1988                                                         <NA>
-       - Removed values: 30 / 12928 (0.23%)
                                    country  year  f_youth_and_adults__15_64_years__average_years_of_education
          Middle East and North Africa (WB)  1987                                                         <NA>
          Middle East and North Africa (WB)  1995                                                         <NA>
          Middle East and North Africa (WB)  1998                                                         <NA>
          Middle East and North Africa (WB)  2011                                                         <NA>
          Middle East and North Africa (WB)  2013                                                         <NA>
    ~ Column f_youth_and_adults__15_64_years__percentage_of_no_education (new data)
+       + New values: 178 / 12928 (1.38%)
                 country  year  f_youth_and_adults__15_64_years__percentage_of_no_education
             World (MDG)  2011                                                         <NA>
             World (MDG)  2012                                                         <NA>
             World (SDG)  1990                                                         <NA>
          World (UNICEF)  1990                                                         <NA>
              World (WB)  1988                                                         <NA>
-       - Removed values: 30 / 12928 (0.23%)
                                    country  year  f_youth_and_adults__15_64_years__percentage_of_no_education
          Middle East and North Africa (WB)  1987                                                         <NA>
          Middle East and North Africa (WB)  1995                                                         <NA>
          Middle East and North Africa (WB)  1998                                                         <NA>
          Middle East and North Africa (WB)  2011                                                         <NA>
          Middle East and North Africa (WB)  2013                                                         <NA>
    ~ Column female_over_male_average_years_of_schooling (new data)
+       + New values: 178 / 12928 (1.38%)
                 country  year  female_over_male_average_years_of_schooling
             World (MDG)  2011                                         <NA>
             World (MDG)  2012                                         <NA>
             World (SDG)  1990                                         <NA>
          World (UNICEF)  1990                                         <NA>
              World (WB)  1988                                         <NA>
-       - Removed values: 30 / 12928 (0.23%)
                                    country  year  female_over_male_average_years_of_schooling
          Middle East and North Africa (WB)  1987                                         <NA>
          Middle East and North Africa (WB)  1995                                         <NA>
          Middle East and North Africa (WB)  1998                                         <NA>
          Middle East and North Africa (WB)  2011                                         <NA>
          Middle East and North Africa (WB)  2013                                         <NA>
    ~ Column female_over_male_share_some_formal_education (new data)
+       + New values: 178 / 12928 (1.38%)
                 country  year  female_over_male_share_some_formal_education
             World (MDG)  2011                                          <NA>
             World (MDG)  2012                                          <NA>
             World (SDG)  1990                                          <NA>
          World (UNICEF)  1990                                          <NA>
              World (WB)  1988                                          <NA>
-       - Removed values: 30 / 12928 (0.23%)
                                    country  year  female_over_male_share_some_formal_education
          Middle East and North Africa (WB)  1987                                          <NA>
          Middle East and North Africa (WB)  1995                                          <NA>
          Middle East and North Africa (WB)  1998                                          <NA>
          Middle East and North Africa (WB)  2011                                          <NA>
          Middle East and North Africa (WB)  2013                                          <NA>
    ~ Column female_over_male_share_with_no_education (new data)
+       + New values: 178 / 12928 (1.38%)
                 country  year  female_over_male_share_with_no_education
             World (MDG)  2011                                      <NA>
             World (MDG)  2012                                      <NA>
             World (SDG)  1990                                      <NA>
          World (UNICEF)  1990                                      <NA>
              World (WB)  1988                                      <NA>
-       - Removed values: 30 / 12928 (0.23%)
                                    country  year  female_over_male_share_with_no_education
          Middle East and North Africa (WB)  1987                                      <NA>
          Middle East and North Africa (WB)  1995                                      <NA>
          Middle East and North Africa (WB)  1998                                      <NA>
          Middle East and North Africa (WB)  2011                                      <NA>
          Middle East and North Africa (WB)  2013                                      <NA>
    ~ Column mf_adults__25_64_years__percentage_of_tertiary_education (new data)
+       + New values: 178 / 12928 (1.38%)
                 country  year  mf_adults__25_64_years__percentage_of_tertiary_education
             World (MDG)  2011                                                      <NA>
             World (MDG)  2012                                                      <NA>
             World (SDG)  1990                                                      <NA>
          World (UNICEF)  1990                                                      <NA>
              World (WB)  1988                                                      <NA>
-       - Removed values: 30 / 12928 (0.23%)
                                    country  year  mf_adults__25_64_years__percentage_of_tertiary_education
          Middle East and North Africa (WB)  1987                                                      <NA>
          Middle East and North Africa (WB)  1995                                                      <NA>
          Middle East and North Africa (WB)  1998                                                      <NA>
          Middle East and North Africa (WB)  2011                                                      <NA>
          Middle East and North Africa (WB)  2013                                                      <NA>
    ~ Column mf_youth_and_adults__15_64_years__average_years_of_education (new data)
+       + New values: 178 / 12928 (1.38%)
                 country  year  mf_youth_and_adults__15_64_years__average_years_of_education
             World (MDG)  2011                                                          <NA>
             World (MDG)  2012                                                          <NA>
             World (SDG)  1990                                                          <NA>
          World (UNICEF)  1990                                                          <NA>
              World (WB)  1988                                                          <NA>
-       - Removed values: 30 / 12928 (0.23%)
                                    country  year  mf_youth_and_adults__15_64_years__average_years_of_education
          Middle East and North Africa (WB)  1987                                                          <NA>
          Middle East and North Africa (WB)  1995                                                          <NA>
          Middle East and North Africa (WB)  1998                                                          <NA>
          Middle East and North Africa (WB)  2011                                                          <NA>
          Middle East and North Africa (WB)  2013                                                          <NA>
    ~ Column mf_youth_and_adults__15_64_years__percentage_of_no_education (new data)
+       + New values: 178 / 12928 (1.38%)
                 country  year  mf_youth_and_adults__15_64_years__percentage_of_no_education
             World (MDG)  2011                                                          <NA>
             World (MDG)  2012                                                          <NA>
             World (SDG)  1990                                                          <NA>
          World (UNICEF)  1990                                                          <NA>
              World (WB)  1988                                                          <NA>
-       - Removed values: 30 / 12928 (0.23%)
                                    country  year  mf_youth_and_adults__15_64_years__percentage_of_no_education
          Middle East and North Africa (WB)  1987                                                          <NA>
          Middle East and North Africa (WB)  1995                                                          <NA>
          Middle East and North Africa (WB)  1998                                                          <NA>
          Middle East and North Africa (WB)  2011                                                          <NA>
          Middle East and North Africa (WB)  2013                                                          <NA>
    ~ Column some_formal_education_both_sexes (new data)
+       + New values: 178 / 12928 (1.38%)
                 country  year  some_formal_education_both_sexes
             World (MDG)  2011                              <NA>
             World (MDG)  2012                              <NA>
             World (SDG)  1990                              <NA>
          World (UNICEF)  1990                              <NA>
              World (WB)  1988                              <NA>
-       - Removed values: 30 / 12928 (0.23%)
                                    country  year  some_formal_education_both_sexes
          Middle East and North Africa (WB)  1987                              <NA>
          Middle East and North Africa (WB)  1995                              <NA>
          Middle East and North Africa (WB)  1998                              <NA>
          Middle East and North Africa (WB)  2011                              <NA>
          Middle East and North Africa (WB)  2013                              <NA>
    ~ Column some_formal_education_female (new data)
+       + New values: 178 / 12928 (1.38%)
                 country  year  some_formal_education_female
             World (MDG)  2011                          <NA>
             World (MDG)  2012                          <NA>
             World (SDG)  1990                          <NA>
          World (UNICEF)  1990                          <NA>
              World (WB)  1988                          <NA>
-       - Removed values: 30 / 12928 (0.23%)
                                    country  year  some_formal_education_female
          Middle East and North Africa (WB)  1987                          <NA>
          Middle East and North Africa (WB)  1995                          <NA>
          Middle East and North Africa (WB)  1998                          <NA>
          Middle East and North Africa (WB)  2011                          <NA>
          Middle East and North Africa (WB)  2013                          <NA>
    ~ Column some_formal_education_male (new data)
+       + New values: 178 / 12928 (1.38%)
                 country  year  some_formal_education_male
             World (MDG)  2011                        <NA>
             World (MDG)  2012                        <NA>
             World (SDG)  1990                        <NA>
          World (UNICEF)  1990                        <NA>
              World (WB)  1988                        <NA>
-       - Removed values: 30 / 12928 (0.23%)
                                    country  year  some_formal_education_male
          Middle East and North Africa (WB)  1987                        <NA>
          Middle East and North Africa (WB)  1995                        <NA>
          Middle East and North Africa (WB)  1998                        <NA>
          Middle East and North Africa (WB)  2011                        <NA>
          Middle East and North Africa (WB)  2013                        <NA>
= Dataset garden/education/2023-07-17/education_lee_lee
  ~ Table education_lee_lee (changed metadata)
-     -     citation_full: UNESCO Institute for Statistics (UIS), Education, https://uis.unesco.org/bdds, 2025
+     +     citation_full: UNESCO Institute for Statistics (UIS), Education, https://uis.unesco.org/bdds, 2026
-     -     url_download: https://uis.unesco.org/sites/default/files/documents/bdds/022025/OPRI.zip
+     +     url_download: https://download.uis.unesco.org/bdds/202602/OPRI.zip
-     -     date_accessed: '2025-05-01'
+     +     date_accessed: '2026-05-12'
-     -     date_published: '2025-02-01'
+     +     date_published: '2026-02-01'
    ~ Dim country
+       + New values: 349 / 14978 (2.33%)
           year        country
           2019  Aland Islands
           2022       Guernsey
           2018         Jersey
           1986 World (UNICEF)
           2011 World (UNICEF)
-       - Removed values: 39 / 14978 (0.26%)
           year                           country
           1989 Middle East and North Africa (WB)
           2013 Middle East and North Africa (WB)
           2014 Middle East and North Africa (WB)
           2018 Middle East and North Africa (WB)
           2019 Middle East and North Africa (WB)
    ~ Dim year
+       + New values: 349 / 14978 (2.33%)
                 country  year
           Aland Islands  2019
                Guernsey  2022
                  Jersey  2018
          World (UNICEF)  1986
          World (UNICEF)  2011
-       - Removed values: 39 / 14978 (0.26%)
                                    country  year
          Middle East and North Africa (WB)  1989
          Middle East and North Africa (WB)  2013
          Middle East and North Africa (WB)  2014
          Middle East and North Africa (WB)  2018
          Middle East and North Africa (WB)  2019
    ~ Column f_adults__25_64_years__percentage_of_no_education (new data)
+       + New values: 349 / 14978 (2.33%)
                 country  year  f_adults__25_64_years__percentage_of_no_education
           Aland Islands  2019                                               <NA>
                Guernsey  2022                                               <NA>
                  Jersey  2018                                               <NA>
          World (UNICEF)  1986                                               <NA>
          World (UNICEF)  2011                                               <NA>
-       - Removed values: 39 / 14978 (0.26%)
                                    country  year  f_adults__25_64_years__percentage_of_no_education
          Middle East and North Africa (WB)  1989                                               <NA>
          Middle East and North Africa (WB)  2013                                               <NA>
          Middle East and North Africa (WB)  2014                                               <NA>
          Middle East and North Africa (WB)  2018                                               <NA>
          Middle East and North Africa (WB)  2019                                               <NA>
    ~ Column f_primary_enrollment_rates_combined_wb (new data, changed data)
+       + New values: 349 / 14978 (2.33%)
                 country  year  f_primary_enrollment_rates_combined_wb
           Aland Islands  2019                                    <NA>
                Guernsey  2022                                    <NA>
                  Jersey  2018                                    <NA>
          World (UNICEF)  1986                                    <NA>
          World (UNICEF)  2011                                    <NA>
-       - Removed values: 39 / 14978 (0.26%)
                                    country  year  f_primary_enrollment_rates_combined_wb
          Middle East and North Africa (WB)  1989                               72.421913
          Middle East and North Africa (WB)  2013                               88.860069
          Middle East and North Africa (WB)  2014                               88.333893
          Middle East and North Africa (WB)  2018                                 90.4711
          Middle East and North Africa (WB)  2019                               91.075989
        ~ Changed values: 1440 / 14978 (9.61%)
                                  country  year  f_primary_enrollment_rates_combined_wb -  f_primary_enrollment_rates_combined_wb +
                                Australia  1996                                 95.322128                                      <NA>
          Central and Southern Asia (SDG)  1986                                  58.94817                                      <NA>
                                  Estonia  2024                                      <NA>                                 96.565529
                         Papua New Guinea  2014                                      <NA>                                 66.154549
                  Sub-Saharan Africa (WB)  2004                                 64.868011                                      <NA>
    ~ Column f_secondary_enrollment_rates_combined_wb (new data)
+       + New values: 349 / 14978 (2.33%)
                 country  year  f_secondary_enrollment_rates_combined_wb
           Aland Islands  2019                                      <NA>
                Guernsey  2022                                      <NA>
                  Jersey  2018                                      <NA>
          World (UNICEF)  1986                                      <NA>
          World (UNICEF)  2011                                      <NA>
-       - Removed values: 39 / 14978 (0.26%)
                                    country  year  f_secondary_enrollment_rates_combined_wb
          Middle East and North Africa (WB)  1989                                      <NA>
          Middle East and North Africa (WB)  2013                                      <NA>
          Middle East and North Africa (WB)  2014                                      <NA>
          Middle East and North Africa (WB)  2018                                      <NA>
          Middle East and North Africa (WB)  2019                                      <NA>
    ~ Column f_tertiary_enrollment_rates_combined_wb (new data)
+       + New values: 349 / 14978 (2.33%)
                 country  year  f_tertiary_enrollment_rates_combined_wb
           Aland Islands  2019                                     <NA>
                Guernsey  2022                                     <NA>
                  Jersey  2018                                     <NA>
          World (UNICEF)  1986                                     <NA>
          World (UNICEF)  2011                                     <NA>
-       - Removed values: 39 / 14978 (0.26%)
                                    country  year  f_tertiary_enrollment_rates_combined_wb
          Middle East and North Africa (WB)  1989                                     <NA>
          Middle East and North Africa (WB)  2013                                     <NA>
          Middle East and North Africa (WB)  2014                                     <NA>
          Middle East and North Africa (WB)  2018                                     <NA>
          Middle East and North Africa (WB)  2019                                     <NA>
    ~ Column f_youth_and_adults__15_64_years__average_years_of_education (new data)
+       + New values: 349 / 14978 (2.33%)
                 country  year  f_youth_and_adults__15_64_years__average_years_of_education
           Aland Islands  2019                                                         <NA>
                Guernsey  2022                                                         <NA>
                  Jersey  2018                                                         <NA>
          World (UNICEF)  1986                                                         <NA>
          World (UNICEF)  2011                                                         <NA>
-       - Removed values: 39 / 14978 (0.26%)
                                    country  year  f_youth_and_adults__15_64_years__average_years_of_education
          Middle East and North Africa (WB)  1989                                                         <NA>
          Middle East and North Africa (WB)  2013                                                         <NA>
          Middle East and North Africa (WB)  2014                                                         <NA>
          Middle East and North Africa (WB)  2018                                                         <NA>
          Middle East and North Africa (WB)  2019                                                         <NA>
    ~ Column f_youth_and_adults__15_64_years__percentage_of_no_education (new data)
+       + New values: 349 / 14978 (2.33%)
                 country  year  f_youth_and_adults__15_64_years__percentage_of_no_education
           Aland Islands  2019                                                         <NA>
                Guernsey  2022                                                         <NA>
                  Jersey  2018                                                         <NA>
          World (UNICEF)  1986                                                         <NA>
          World (UNICEF)  2011                                                         <NA>
-       - Removed values: 39 / 14978 (0.26%)
                                    country  year  f_youth_and_adults__15_64_years__percentage_of_no_education
          Middle East and North Africa (WB)  1989                                                         <NA>
          Middle East and North Africa (WB)  2013                                                         <NA>
          Middle East and North Africa (WB)  2014                                                         <NA>
          Middle East and North Africa (WB)  2018                                                         <NA>
          Middle East and North Africa (WB)  2019                                                         <NA>
    ~ Column female_over_male_enrollment_rates_primary (new data, changed data)
+       + New values: 349 / 14978 (2.33%)
                 country  year  female_over_male_enrollment_rates_primary
           Aland Islands  2019                                       <NA>
                Guernsey  2022                                       <NA>
                  Jersey  2018                                       <NA>
          World (UNICEF)  1986                                       <NA>
          World (UNICEF)  2011                                       <NA>
-       - Removed values: 39 / 14978 (0.26%)
                                    country  year  female_over_male_enrollment_rates_primary
          Middle East and North Africa (WB)  1989                                   0.851707
          Middle East and North Africa (WB)  2013                                   0.969072
          Middle East and North Africa (WB)  2014                                   0.970088
          Middle East and North Africa (WB)  2018                                     0.9735
          Middle East and North Africa (WB)  2019                                   0.973866
        ~ Changed values: 1437 / 14978 (9.59%)
                     country  year  female_over_male_enrollment_rates_primary -  female_over_male_enrollment_rates_primary +
                   Australia  1996                                     1.003955                                         <NA>
                     Bahamas  2024                                         <NA>                                     0.990945
                      Guinea  2021                                     0.878145                                         <NA>
          North America (WB)  2016                                     0.997623                                         <NA>
                     Ukraine  2014                                     1.015451                                     1.015462
    ~ Column female_over_male_enrollment_rates_secondary (new data)
+       + New values: 349 / 14978 (2.33%)
                 country  year  female_over_male_enrollment_rates_secondary
           Aland Islands  2019                                         <NA>
                Guernsey  2022                                         <NA>
                  Jersey  2018                                         <NA>
          World (UNICEF)  1986                                         <NA>
          World (UNICEF)  2011                                         <NA>
-       - Removed values: 39 / 14978 (0.26%)
                                    country  year  female_over_male_enrollment_rates_secondary
          Middle East and North Africa (WB)  1989                                         <NA>
          Middle East and North Africa (WB)  2013                                         <NA>
          Middle East and North Africa (WB)  2014                                         <NA>
          Middle East and North Africa (WB)  2018                                         <NA>
          Middle East and North Africa (WB)  2019                                         <NA>
    ~ Column female_over_male_enrollment_rates_tertiary (new data)
+       + New values: 349 / 14978 (2.33%)
                 country  year  female_over_male_enrollment_rates_tertiary
           Aland Islands  2019                                        <NA>
                Guernsey  2022                                        <NA>
                  Jersey  2018                                        <NA>
          World (UNICEF)  1986                                        <NA>
          World (UNICEF)  2011                                        <NA>
-       - Removed values: 39 / 14978 (0.26%)
                                    country  year  female_over_male_enrollment_rates_tertiary
          Middle East and North Africa (WB)  1989                                        <NA>
          Middle East and North Africa (WB)  2013                                        <NA>
          Middle East and North Africa (WB)  2014                                        <NA>
          Middle East and North Africa (WB)  2018                                        <NA>
          Middle East and North Africa (WB)  2019                                        <NA>
    ~ Column m_primary_enrollment_rates_combined_wb (new data, changed data)
+       + New values: 349 / 14978 (2.33%)
                 country  year  m_primary_enrollment_rates_combined_wb
           Aland Islands  2019                                    <NA>
                Guernsey  2022                                    <NA>
                  Jersey  2018                                    <NA>
          World (UNICEF)  1986                                    <NA>
          World (UNICEF)  2011                                    <NA>
-       - Removed values: 39 / 14978 (0.26%)
                                    country  year  m_primary_enrollment_rates_combined_wb
          Middle East and North Africa (WB)  1989                                85.03154
          Middle East and North Africa (WB)  2013                               91.696083
          Middle East and North Africa (WB)  2014                               91.057617
          Middle East and North Africa (WB)  2018                               92.933868
          Middle East and North Africa (WB)  2019                               93.520073
        ~ Changed values: 1437 / 14978 (9.59%)
                       country  year  m_primary_enrollment_rates_combined_wb -  m_primary_enrollment_rates_combined_wb +
                     Australia  1996                                  94.94664                                      <NA>
                       Bahamas  2019                                      <NA>                                 84.631607
                        Guinea  2019                                 88.531776                                      <NA>
            North America (WB)  2020                                  98.04641                                      <NA>
          United Arab Emirates  2020                                      <NA>                                 99.999596
    ~ Column m_secondary_enrollment_rates_combined_wb (new data)
+       + New values: 349 / 14978 (2.33%)
                 country  year  m_secondary_enrollment_rates_combined_wb
           Aland Islands  2019                                      <NA>
                Guernsey  2022                                      <NA>
                  Jersey  2018                                      <NA>
          World (UNICEF)  1986                                      <NA>
          World (UNICEF)  2011                                      <NA>
-       - Removed values: 39 / 14978 (0.26%)
                                    country  year  m_secondary_enrollment_rates_combined_wb
          Middle East and North Africa (WB)  1989                                      <NA>
          Middle East and North Africa (WB)  2013                                      <NA>
          Middle East and North Africa (WB)  2014                                      <NA>
          Middle East and North Africa (WB)  2018                                      <NA>
          Middle East and North Africa (WB)  2019                                      <NA>
    ~ Column m_tertiary_enrollment_rates_combined_wb (new data)
+       + New values: 349 / 14978 (2.33%)
                 country  year  m_tertiary_enrollment_rates_combined_wb
           Aland Islands  2019                                     <NA>
                Guernsey  2022                                     <NA>
                  Jersey  2018                                     <NA>
          World (UNICEF)  1986                                     <NA>
          World (UNICEF)  2011                                     <NA>
-       - Removed values: 39 / 14978 (0.26%)
                                    country  year  m_tertiary_enrollment_rates_combined_wb
          Middle East and North Africa (WB)  1989                                     <NA>
          Middle East and North Africa (WB)  2013                                     <NA>
          Middle East and North Africa (WB)  2014                                     <NA>
          Middle East and North Africa (WB)  2018                                     <NA>
          Middle East and North Africa (WB)  2019                                     <NA>
    ~ Column mf_adults__25_64_years__percentage_of_tertiary_education (new data)
+       + New values: 349 / 14978 (2.33%)
                 country  year  mf_adults__25_64_years__percentage_of_tertiary_education
           Aland Islands  2019                                                      <NA>
                Guernsey  2022                                                      <NA>
                  Jersey  2018                                                      <NA>
          World (UNICEF)  1986                                                      <NA>
          World (UNICEF)  2011                                                      <NA>
-       - Removed values: 39 / 14978 (0.26%)
                                    country  year  mf_adults__25_64_years__percentage_of_tertiary_education
          Middle East and North Africa (WB)  1989                                                      <NA>
          Middle East and North Africa (WB)  2013                                                      <NA>
          Middle East and North Africa (WB)  2014                                                      <NA>
          Middle East and North Africa (WB)  2018                                                      <NA>
          Middle East and North Africa (WB)  2019                                                      <NA>
    ~ Column mf_primary_enrollment_rates_combined_wb (new data, changed data)
+       + New values: 349 / 14978 (2.33%)
                 country  year  mf_primary_enrollment_rates_combined_wb
           Aland Islands  2019                                     <NA>
                Guernsey  2022                                     <NA>
                  Jersey  2018                                     <NA>
          World (UNICEF)  1986                                     <NA>
          World (UNICEF)  2011                                     <NA>
-       - Removed values: 39 / 14978 (0.26%)
                                    country  year  mf_primary_enrollment_rates_combined_wb
          Middle East and North Africa (WB)  1989                                78.872139
          Middle East and North Africa (WB)  2013                                90.312592
          Middle East and North Africa (WB)  2014                                89.728416
          Middle East and North Africa (WB)  2018                                91.732758
          Middle East and North Africa (WB)  2019                                92.327629
        ~ Changed values: 1760 / 14978 (11.75%)
                                         country  year  mf_primary_enrollment_rates_combined_wb -  mf_primary_enrollment_rates_combined_wb +
                    Europe and Central Asia (WB)  1987                                   94.79026                                       <NA>
                                          Gambia  2011                                   20.61128                                  62.010136
                                         Hungary  1997                                  87.588272                                       <NA>
                              North America (WB)  1988                                    97.2714                                       <NA>
          Northern Africa and Western Asia (SDG)  2016                                  87.066582                                       <NA>
    ~ Column mf_secondary_enrollment_rates_combined_wb (new data)
+       + New values: 349 / 14978 (2.33%)
                 country  year  mf_secondary_enrollment_rates_combined_wb
           Aland Islands  2019                                       <NA>
                Guernsey  2022                                       <NA>
                  Jersey  2018                                       <NA>
          World (UNICEF)  1986                                       <NA>
          World (UNICEF)  2011                                       <NA>
-       - Removed values: 39 / 14978 (0.26%)
                                    country  year  mf_secondary_enrollment_rates_combined_wb
          Middle East and North Africa (WB)  1989                                       <NA>
          Middle East and North Africa (WB)  2013                                       <NA>
          Middle East and North Africa (WB)  2014                                       <NA>
          Middle East and North Africa (WB)  2018                                       <NA>
          Middle East and North Africa (WB)  2019                                       <NA>
    ~ Column mf_tertiary_enrollment_rates_combined_wb (new data)
+       + New values: 349 / 14978 (2.33%)
                 country  year  mf_tertiary_enrollment_rates_combined_wb
           Aland Islands  2019                                      <NA>
                Guernsey  2022                                      <NA>
                  Jersey  2018                                      <NA>
          World (UNICEF)  1986                                      <NA>
          World (UNICEF)  2011                                      <NA>
-       - Removed values: 39 / 14978 (0.26%)
                                    country  year  mf_tertiary_enrollment_rates_combined_wb
          Middle East and North Africa (WB)  1989                                      <NA>
          Middle East and North Africa (WB)  2013                                      <NA>
          Middle East and North Africa (WB)  2014                                      <NA>
          Middle East and North Africa (WB)  2018                                      <NA>
          Middle East and North Africa (WB)  2019                                      <NA>
    ~ Column mf_youth_and_adults__15_64_years__average_years_of_education (new data)
+       + New values: 349 / 14978 (2.33%)
                 country  year  mf_youth_and_adults__15_64_years__average_years_of_education
           Aland Islands  2019                                                          <NA>
                Guernsey  2022                                                          <NA>
                  Jersey  2018                                                          <NA>
          World (UNICEF)  1986                                                          <NA>
          World (UNICEF)  2011                                                          <NA>
-       - Removed values: 39 / 14978 (0.26%)
                                    country  year  mf_youth_and_adults__15_64_years__average_years_of_education
          Middle East and North Africa (WB)  1989                                                          <NA>
          Middle East and North Africa (WB)  2013                                                          <NA>
          Middle East and North Africa (WB)  2014                                                          <NA>
          Middle East and North Africa (WB)  2018                                                          <NA>
          Middle East and North Africa (WB)  2019                                                          <NA>
    ~ Column mf_youth_and_adults__15_64_years__percentage_of_no_education (new data)
+       + New values: 349 / 14978 (2.33%)
                 country  year  mf_youth_and_adults__15_64_years__percentage_of_no_education
           Aland Islands  2019                                                          <NA>
                Guernsey  2022                                                          <NA>
                  Jersey  2018                                                          <NA>
          World (UNICEF)  1986                                                          <NA>
          World (UNICEF)  2011                                                          <NA>
-       - Removed values: 39 / 14978 (0.26%)
                                    country  year  mf_youth_and_adults__15_64_years__percentage_of_no_education
          Middle East and North Africa (WB)  1989                                                          <NA>
          Middle East and North Africa (WB)  2013                                                          <NA>
          Middle East and North Africa (WB)  2014                                                          <NA>
          Middle East and North Africa (WB)  2018                                                          <NA>
          Middle East and North Africa (WB)  2019                                                          <NA>
= Dataset garden/growth/2025-01-16/gdppc_vs_living_conditions
  ~ Table gdppc_vs_living_conditions (changed metadata)
-     -     citation_full: UNESCO Institute for Statistics (UIS), Education, https://uis.unesco.org/bdds, 2025
+     +     citation_full: UNESCO Institute for Statistics (UIS), Education, https://uis.unesco.org/bdds, 2026
-     -     url_download: https://uis.unesco.org/sites/default/files/documents/bdds/022025/SDG.zip
+     +     url_download: https://download.uis.unesco.org/bdds/202602/SDG.zip
-     -     date_accessed: '2025-05-01'
+     +     date_accessed: '2026-05-12'
-     -     date_published: '2025-02-01'
+     +     date_published: '2026-02-01'
    ~ Column adult_literacy_rate (changed data)
        ~ Changed values: 112 / 199 (56.28%)
                               country  adult_literacy_rate -  adult_literacy_rate +
                                Bhutan              67.000000              64.910004
          Democratic Republic of Congo              73.553032              68.500000
                              Kiribati              97.959709              98.607979
                            Mozambique              60.000000              61.665344
                                 Spain             100.000000              99.699997
    ~ Column adult_literacy_rate_year (changed data)
        ~ Changed values: 62 / 199 (31.16%)
          country  adult_literacy_rate_year -  adult_literacy_rate_year +
             Laos                      2015.0                      2023.0
          Lesotho                      2018.0                      2024.0
             Mali                      2018.0                      2024.0
             Peru                      2020.0                      2024.0
           Serbia                      2019.0                      2022.0
= Dataset garden/literacy/2025-06-11/historic_literacy_omm
  ~ Table historic_literacy_omm (changed metadata)
-     -     citation_full: UNESCO Institute for Statistics (UIS), Education, https://uis.unesco.org/bdds, 2025
+     +     citation_full: UNESCO Institute for Statistics (UIS), Education, https://uis.unesco.org/bdds, 2026
-     -     url_download: https://uis.unesco.org/sites/default/files/documents/bdds/022025/SDG.zip
+     +     url_download: https://download.uis.unesco.org/bdds/202602/SDG.zip
-     -     date_accessed: '2025-05-01'
+     +     date_accessed: '2026-05-12'
-     -     date_published: '2025-02-01'
+     +     date_published: '2026-02-01'
    ~ Dim country
+       + New values: 212 / 2217 (9.56%)
           year                       country
           2020  Democratic Republic of Congo
           2019                          Iran
           2024                      Paraguay
           2024 Upper-middle-income countries
           1975                         World
-       - Removed values: 54 / 2217 (2.44%)
           year                           country
           1983 Middle East and North Africa (WB)
           1998 Middle East and North Africa (WB)
           2005 Middle East and North Africa (WB)
           2020 Middle East and North Africa (WB)
           2017                      South Africa
    ~ Dim year
+       + New values: 212 / 2217 (9.56%)
                                country  year
           Democratic Republic of Congo  2020
                                   Iran  2019
                               Paraguay  2024
          Upper-middle-income countries  2024
                                  World  1975
-       - Removed values: 54 / 2217 (2.44%)
                                    country  year
          Middle East and North Africa (WB)  1983
          Middle East and North Africa (WB)  1998
          Middle East and North Africa (WB)  2005
          Middle East and North Africa (WB)  2020
                               South Africa  2017
    ~ Column illiteracy_rate (new data, changed data)
+       + New values: 212 / 2217 (9.56%)
                                country  year  illiteracy_rate
           Democratic Republic of Congo  2020        34.317123
                                   Iran  2019         12.62117
                               Paraguay  2024         5.139999
          Upper-middle-income countries  2024         3.830002
                                  World  1975        34.580002
-       - Removed values: 54 / 2217 (2.44%)
                                    country  year  illiteracy_rate
          Middle East and North Africa (WB)  1983         49.96582
          Middle East and North Africa (WB)  1998        32.732674
          Middle East and North Africa (WB)  2005        24.428909
          Middle East and North Africa (WB)  2020        20.104233
                               South Africa  2017             13.0
        ~ Changed values: 1645 / 2217 (74.20%)
                                        country  year  illiteracy_rate -  illiteracy_rate +
          Latin America and the Caribbean (SDG)  1986          17.074341          17.519997
                                      Singapore  2000                7.0           7.449997
                                         Turkey  2021                3.0           2.739998
                                     Uzbekistan  2000                1.0           1.360001
                                        Vietnam  2000               10.0           9.839996
    ~ Column literacy_rate (new data, changed data)
+       + New values: 212 / 2217 (9.56%)
                                country  year  literacy_rate
           Democratic Republic of Congo  2020      65.682877
                                   Iran  2019       87.37883
                               Paraguay  2024      94.860001
          Upper-middle-income countries  2024      96.169998
                                  World  1975      65.419998
-       - Removed values: 54 / 2217 (2.44%)
                                    country  year  literacy_rate
          Middle East and North Africa (WB)  1983       50.03418
          Middle East and North Africa (WB)  1998      67.267326
          Middle East and North Africa (WB)  2005      75.571091
          Middle East and North Africa (WB)  2020      79.895767
                               South Africa  2017           87.0
        ~ Changed values: 1635 / 2217 (73.75%)
                  country  year  literacy_rate -  literacy_rate +
                    Benin  2022        51.378769        51.380001
                 Paraguay  2018             94.0        94.019997
              Philippines  2008             95.0        95.419998
          South Asia (WB)  1977        36.695728        38.130001
          South Asia (WB)  1997         51.26017        52.599998
    ~ Column source (new data, changed data)
+       + New values: 212 / 2217 (9.56%)
                                country  year                          source
           Democratic Republic of Congo  2020 UNESCO Institute for Statistics
                                   Iran  2019 UNESCO Institute for Statistics
                               Paraguay  2024 UNESCO Institute for Statistics
          Upper-middle-income countries  2024 UNESCO Institute for Statistics
                                  World  1975 UNESCO Institute for Statistics
-       - Removed values: 54 / 2217 (2.44%)
                                    country  year                          source
          Middle East and North Africa (WB)  1983 UNESCO Institute for Statistics
          Middle East and North Africa (WB)  1998 UNESCO Institute for Statistics
          Middle East and North Africa (WB)  2005 UNESCO Institute for Statistics
          Middle East and North Africa (WB)  2020 UNESCO Institute for Statistics
                               South Africa  2017 UNESCO Institute for Statistics
    ~ Column source_url (new data, changed data)
+       + New values: 212 / 2217 (9.56%)
                                country  year                                        source_url
           Democratic Republic of Congo  2020 https://databrowser.uis.unesco.org/resources/bulk
                                   Iran  2019 https://databrowser.uis.unesco.org/resources/bulk
                               Paraguay  2024 https://databrowser.uis.unesco.org/resources/bulk
          Upper-middle-income countries  2024 https://databrowser.uis.unesco.org/resources/bulk
                                  World  1975 https://databrowser.uis.unesco.org/resources/bulk
-       - Removed values: 54 / 2217 (2.44%)
                                    country  year                                        source_url
          Middle East and North Africa (WB)  1983 https://databrowser.uis.unesco.org/resources/bulk
          Middle East and North Africa (WB)  1998 https://databrowser.uis.unesco.org/resources/bulk
          Middle East and North Africa (WB)  2005 https://databrowser.uis.unesco.org/resources/bulk
          Middle East and North Africa (WB)  2020 https://databrowser.uis.unesco.org/resources/bulk
                               South Africa  2017 https://databrowser.uis.unesco.org/resources/bulk
+ Dataset garden/unesco/2026-05-12/education_opri
+ + Table education_opri
+   + Column adult_illiterate_population__15plus_years__pct_female
+   + Column adult_illiterate_population__15plus_years__both_sexes__number
+   + Column adult_illiterate_population__15plus_years__female__number
+   + Column adult_illiterate_population__15plus_years__male__number
+   + Column adult_illiterate_population__15plus_years__rural__pct_female
+   + Column adult_illiterate_population__15plus_years__rural__both_sexes__number
+   + Column adult_illiterate_population__15plus_years__rural__female__number
+   + Column adult_illiterate_population__15plus_years__rural__male__number
+   + Column adult_illiterate_population__15plus_years__urban__pct_female
+   + Column adult_illiterate_population__15plus_years__urban__both_sexes__number
+   + Column adult_illiterate_population__15plus_years__urban__female__number
+   + Column adult_illiterate_population__15plus_years__urban__male__number
+   + Column all_staff_compensation_as_a_percentage_of_total_expenditure_in_lower_secondary_public_institutions__pct
+   + Column all_staff_compensation_as_a_percentage_of_total_expenditure_in_post_secondary_non_tertiary_public_institutions__pct
+   + Column all_staff_compensation_as_a_percentage_of_total_expenditure_in_pre_primary_public_institutions__pct
+   + Column all_staff_compensation_as_a_percentage_of_total_expenditure_in_primary_public_institutions__pct
+   + Column all_staff_compensation_as_a_percentage_of_total_expenditure_in_public_institutions__pct
+   + Column all_staff_compensation_as_a_percentage_of_total_expenditure_in_secondary_public_institutions__pct
+   + Column all_staff_compensation_as_a_percentage_of_total_expenditure_in_tertiary_public_institutions__pct
+   + Column all_staff_compensation_as_a_percentage_of_total_expenditure_in_upper_secondary_public_institutions__pct
+   + Column capital_expenditure_as_a_percentage_of_total_expenditure_in_lower_secondary_public_institutions__pct
+   + Column capital_expenditure_as_a_percentage_of_total_expenditure_in_post_secondary_non_tertiary_public_institutions__pct
+   + Column capital_expenditure_as_a_percentage_of_total_expenditure_in_pre_primary_public_institutions__pct
+   + Column capital_expenditure_as_a_percentage_of_total_expenditure_in_primary_public_institutions__pct
+   + Column capital_expenditure_as_a_percentage_of_total_expenditure_in_public_institutions__pct
+   + Column capital_expenditure_as_a_percentage_of_total_expenditure_in_secondary_public_institutions__pct
+   + Column capital_expenditure_as_a_percentage_of_total_expenditure_in_tertiary_public_institutions__pct
+   + Column capital_expenditure_as_a_percentage_of_total_expenditure_in_upper_secondary_public_institutions__pct
+   + Column current_expenditure_as_a_percentage_of_total_expenditure_in_lower_secondary_public_institutions__pct
+   + Column current_expenditure_as_a_percentage_of_total_expenditure_in_post_secondary_non_tertiary_public_institutions__pct
+   + Column current_expenditure_as_a_percentage_of_total_expenditure_in_pre_primary_public_institutions__pct
+   + Column current_expenditure_as_a_percentage_of_total_expenditure_in_primary_public_institutions__pct
+   + Column current_expenditure_as_a_percentage_of_total_expenditure_in_public_institutions__pct
+   + Column current_expenditure_as_a_percentage_of_total_expenditure_in_secondary_public_institutions__pct
+   + Column current_expenditure_as_a_percentage_of_total_expenditure_in_tertiary_public_institutions__pct
+   + Column current_expenditure_as_a_percentage_of_total_expenditure_in_upper_secondary_public_institutions__pct
+   + Column current_expenditure_other_than_staff_compensation_as_a_percentage_of_total_expenditure_in_lower_secondary_public_institutions__pct
+   + Column current_expenditure_other_than_staff_compensation_as_a_percentage_of_total_expenditure_in_post_secondary_non_tertiary_public_institutions__pct
+   + Column current_expenditure_other_than_staff_compensation_as_a_percentage_of_total_expenditure_in_pre_primary_public_institutions__pct
+   + Column current_expenditure_other_than_staff_compensation_as_a_percentage_of_total_expenditure_in_primary_public_institutions__pct
+   + Column current_expenditure_other_than_staff_compensation_as_a_percentage_of_total_expenditure_in_public_institutions__pct
+   + Column current_expenditure_other_than_staff_compensation_as_a_percentage_of_total_expenditure_in_secondary_public_institutions__pct
+   + Column current_expenditure_other_than_staff_compensation_as_a_percentage_of_total_expenditure_in_tertiary_public_institutions__pct
+   + Column current_expenditure_other_than_staff_compensation_as_a_percentage_of_total_expenditure_in_upper_secondary_public_institutions__pct
+   + Column duration_of_compulsory_education__years
+   + Column end_month_of_the_academic_school_year__pre_primary_to_post_secondary_non_tertiary_education
+   + Column end_month_of_the_academic_school_year__tertiary_education
+   + Column end_of_the_academic_school_year__pre_primary_to_post_secondary_non_tertiary_education
+   + Column end_of_the_academic_school_year__tertiary_education
+   + Column enrolment_in_early_childhood_education__both_sexes__number
+   + Column enrolment_in_early_childhood_education__female__number
+   + Column enrolment_in_early_childhood_education__male__number
+   + Column enrolment_in_early_childhood_educational_development_programmes__both_sexes__number
+   + Column enrolment_in_early_childhood_educational_development_programmes__female__number
+   + Column enrolment_in_early_childhood_educational_development_programmes__male__number
+   + Column enrolment_in_lower_secondary_education__both_sexes__number
+   + Column enrolment_in_lower_secondary_education__female__number
+   + Column enrolment_in_lower_secondary_education__male__number
+   + Column enrolment_in_post_secondary_non_tertiary_education__both_sexes__number
+   + Column enrolment_in_post_secondary_non_tertiary_education__female__number
+   + Column enrolment_in_post_secondary_non_tertiary_education__male__number
+   + Column enrolment_in_pre_primary_education__both_sexes__number
+   + Column enrolment_in_pre_primary_education__female__number
+   + Column enrolment_in_pre_primary_education__male__number
+   + Column enrolment_in_primary_education__both_sexes__number
+   + Column enrolment_in_primary_education__female__number
+   + Column enrolment_in_primary_education__male__number
+   + Column enrolment_in_secondary_education__both_sexes__number
+   + Column enrolment_in_secondary_education__female__number
+   + Column enrolment_in_secondary_education__male__number
+   + Column enrolment_in_tertiary_education__isced_5_programmes__both_sexes__number
+   + Column enrolment_in_tertiary_education__isced_5_programmes__female__number
+   + Column enrolment_in_tertiary_education__isced_5_programmes__male__number
+   + Column enrolment_in_tertiary_education__isced_6_programmes__both_sexes__number
+   + Column enrolment_in_tertiary_education__isced_6_programmes__female__number
+   + Column enrolment_in_tertiary_education__isced_6_programmes__male__number
+   + Column enrolment_in_tertiary_education__isced_7_programmes__both_sexes__number
+   + Column enrolment_in_tertiary_education__isced_7_programmes__female__number
+   + Column enrolment_in_tertiary_education__isced_7_programmes__male__number
+   + Column enrolment_in_tertiary_education__isced_8_programmes__both_sexes__number
+   + Column enrolment_in_tertiary_education__isced_8_programmes__female__number
+   + Column enrolment_in_tertiary_education__isced_8_programmes__male__number
+   + Column enrolment_in_tertiary_education__all_programmes__both_sexes__number
+   + Column enrolment_in_tertiary_education__all_programmes__female__number
+   + Column enrolment_in_tertiary_education__all_programmes__male__number
+   + Column enrolment_in_upper_secondary_education__both_sexes__number
+   + Column enrolment_in_upper_secondary_education__female__number
+   + Column enrolment_in_upper_secondary_education__male__number
+   + Column expenditure_on_school_books_and_teaching_material_as_pct_of_total_expenditure_in_primary_public_institutions__pct
+   + Column expenditure_on_school_books_and_teaching_material_as_pct_of_total_expenditure_in_secondary_public_institutions__pct
+   + Column government_expenditure_on_education_not_specified_by_level__pppdollar__millions
+   + Column government_expenditure_on_education_not_specified_by_level__usd__millions
+   + Column government_expenditure_on_education_not_specified_by_level__constant_pppdollar__millions
+   + Column government_expenditure_on_education_not_specified_by_level__constant_usd__millions
+   + Column government_expenditure_on_education__pppdollar__millions
+   + Column government_expenditure_on_education__usd__millions
+   + Column government_expenditure_on_education__constant_pppdollar__millions
+   + Column government_expenditure_on_education__constant_usd__millions
+   + Column government_expenditure_on_lower_secondary_education_as_a_percentage_of_gdp__pct
+   + Column government_expenditure_on_lower_secondary_education__pppdollar__millions
+   + Column government_expenditure_on_lower_secondary_education__usd__millions
+   + Column government_expenditure_on_lower_secondary_education__constant_pppdollar__millions
+   + Column government_expenditure_on_lower_secondary_education__constant_usd__millions
+   + Column government_expenditure_on_post_secondary_non_tertiary_education_as_a_percentage_of_gdp__pct
+   + Column government_expenditure_on_post_secondary_non_tertiary_education__pppdollar__millions
+   + Column government_expenditure_on_post_secondary_non_tertiary_education__usd__millions
+   + Column government_expenditure_on_post_secondary_non_tertiary_education__constant_pppdollar__millions
+   + Column government_expenditure_on_post_secondary_non_tertiary_education__constant_usd__millions
+   + Column government_expenditure_on_pre_primary_education_as_a_percentage_of_gdp__pct
+   + Column government_expenditure_on_pre_primary_education__pppdollar__millions
+   + Column government_expenditure_on_pre_primary_education__usd__millions
+   + Column government_expenditure_on_pre_primary_educat

...diff too long, truncated...

Automatically updated datasets matching excess_mortality|covid|fluid|flunet|country_profile|garden/ihme_gbd/2019/gbd_risk are not included

Edited: 2026-05-21 14:56:20 UTC
Execution time: 6.05 seconds

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