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📊 Living Planet Report 2024 #3336

Merged
merged 25 commits into from
Oct 10, 2024
Merged

📊 Living Planet Report 2024 #3336

merged 25 commits into from
Oct 10, 2024

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spoonerf
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@spoonerf spoonerf changed the title 📊 Living Planet Report 2024 update 📊 Living Planet Report 2024 Sep 30, 2024
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owidbot commented Sep 30, 2024

Quick links (staging server):

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Login: ssh owid@staging-site-lpi-2024-update

chart-diff: ✅
  • 5/5 reviewed charts
    • Modified: 5/5
    • New: 0/0
data-diff: ❌ Found differences
~ Dataset garden/biodiversity/2024-09-30/living_planet_index (new version)
-   - title: Living Planet Index – WWF (2022)
    ?                           -------------
+   + title: Living Planet Index
-   - description: ''
-   - sources:
-   -   - name: Living Planet Report (2022). World Wildlife Fund (WWF) and Zoological Society of London.
-   -     description: |-
    ? ----
+   + description: |-
-   -       The Living Planet Index (LPI) is a measure of the state of global biological diversity based on population trends of vertebrate species from around the world. The index represents 31,821 populations of 5,230 species. All indices are weighted by species richness, giving species-rich taxonomic groups in terrestrial, marine and freshwater systems more weight than groups with fewer species. Using a method developed by ZSL and WWF, these species population trends are aggregated to produce indices of the state of biodiversity.
    ? ----                                                                                                                                                                                       ^  ^^^^^^^^^^^^^^^^^   ^^^
+   +   The Living Planet Index (LPI) is a measure of the state of global biological diversity based on population trends of vertebrate species from around the world. The index represents 34,836 populations of 5,495 species. All indices are weighted by species richness, giving species-rich taxonomic groups in terrestrial, marine and freshwater systems more weight than groups with fewer species. Using a method developed by ZSL and WWF, these species population trends are aggregated to produce indices of the state of biodiversity.
    ?                                                                                                                                                                                        ^  ^^^^^^^^^^^^^^^^^   ^^^
-   -       The index value is measured relative to species' populations in 1970 (i.e. 1970 = 1).
    ? ----
+   +   The index value is measured relative to species' populations in 1970 (i.e. 1970 = 1).
-   -       To calculate an LPI, a generalised additive modelling framework is used to determine the underlying trend in each population time-series. Average rates of change are then calculated and aggregated to the species level. For the global LPI, the method of aggregation has recently been revised to include a weighting system which gives trends from more species-rich systems, realms and groups more weight in the final index.
    ? ----
+   +   To calculate an LPI, a generalised additive modelling framework is used to determine the underlying trend in each population time-series. Average rates of change are then calculated and aggregated to the species level. For the global LPI, the method of aggregation has recently been revised to include a weighting system which gives trends from more species-rich systems, realms and groups more weight in the final index.
-   -     url: http://stats.livingplanetindex.org/
-   -     date_accessed: '2023-09-01'
-   -     published_by: |-
-   -       World Wildlife Fund (WWF) and Zoological Society of London (2022). Living Planet Report 2022 – Building a nature-positive society. Almond, R.E.A., Grooten, M., Juffe Bignoli, D. & Petersen, T. (Eds). WWF, Gland, Switzerland.
-   - version: '2022'
    ?              ^
+   + version: '2024-09-30'
    ?              ^^^^^^^
+   + update_period_days: 730
  ~ Table living_planet_index (changed metadata)
-     - title: Living Planet Index – WWF (2022)
      ?                           -------------
+     + title: Living Planet Index
-     - description: ''
      ?              ^^
+     + description: |-
      ?              ^^
+     +   The Living Planet Index (LPI) is a measure of the state of global biological diversity based on population trends of vertebrate species from around the world. The index represents 34,836 populations of 5,495 species. All indices are weighted by species richness, giving species-rich taxonomic groups in terrestrial, marine and freshwater systems more weight than groups with fewer species. Using a method developed by ZSL and WWF, these species population trends are aggregated to produce indices of the state of biodiversity.
+     + 
+     +   The index value is measured relative to species' populations in 1970 (i.e. 1970 = 1).
+     + 
+     +   To calculate an LPI, a generalised additive modelling framework is used to determine the underlying trend in each population time-series. Average rates of change are then calculated and aggregated to the species level. For the global LPI, the method of aggregation has recently been revised to include a weighting system which gives trends from more species-rich systems, realms and groups more weight in the final index.
    ~ Dim country
+       + New values: 15 / 357 (4.20%)
           year                         country
           2019                          Africa
           2020         Europe and Central Asia
           2020                      Freshwater
           2019 Latin America and the Caribbean
           2020                           World
    ~ Dim year
+       + New values: 15 / 357 (4.20%)
                                  country  year
                                   Africa  2019
                  Europe and Central Asia  2020
                               Freshwater  2020
          Latin America and the Caribbean  2019
                                    World  2020
    ~ Column ci_high (changed metadata, new data, changed data)
-       - {}
+       + title: Upper confidence interval of Living Planet Index
+       + origins:
+       +   - producer: World Wildlife Fund and Zoological Society of London
+       +     title: Living Planet Index
+       +     description: |-
+       +       The Living Planet Index (LPI) is a measure of the state of global biological diversity based on population trends of vertebrate species from around the world. The index represents 34,836 populations of 5,495 species. All indices are weighted by species richness, giving species-rich taxonomic groups in terrestrial, marine and freshwater systems more weight than groups with fewer species. Using a method developed by ZSL and WWF, these species population trends are aggregated to produce indices of the state of biodiversity.
+       + 
+       +       The index value is measured relative to species' populations in 1970 (i.e. 1970 = 1).
+       + 
+       +       To calculate an LPI, a generalised additive modelling framework is used to determine the underlying trend in each population time-series. Average rates of change are then calculated and aggregated to the species level. For the global LPI, the method of aggregation has recently been revised to include a weighting system which gives trends from more species-rich systems, realms and groups more weight in the final index.
+       +     citation_full: WWF (2024) Living Planet Report 2024 – A System in Peril. WWF, Gland, Switzerland.
+       +     attribution_short: WWF & ZSL
+       +     url_main: http://stats.livingplanetindex.org/
+       +     date_accessed: '2024-09-30'
+       +     date_published: '2024-10-10'
+       +     license:
+       +       name: CC BY 4.0
+       + unit: (1970 = 1)
+       + presentation:
+       +   topic_tags:
+       +     - Biodiversity

+       + New values: 15 / 357 (4.20%)
                                  country  year  ci_high
                                   Africa  2019 0.526404
                  Europe and Central Asia  2020 0.903720
                               Freshwater  2020 0.225841
          Latin America and the Caribbean  2019 0.106941
                                    World  2020 0.332764
        ~ Changed values: 342 / 357 (95.80%)
                          country  year  ci_high -  ci_high +
                           Africa  1976        NaN   1.055776
                 Asia and Pacific  2014        NaN   0.693696
          Europe and Central Asia  2005        NaN   1.078106
                    North America  2005        NaN   0.987581
                    North America  2006        NaN   0.990331
    ~ Column ci_low (changed metadata, new data, changed data)
-       - {}
+       + title: Lower confidence interval of Living Planet Index
+       + origins:
+       +   - producer: World Wildlife Fund and Zoological Society of London
+       +     title: Living Planet Index
+       +     description: |-
+       +       The Living Planet Index (LPI) is a measure of the state of global biological diversity based on population trends of vertebrate species from around the world. The index represents 34,836 populations of 5,495 species. All indices are weighted by species richness, giving species-rich taxonomic groups in terrestrial, marine and freshwater systems more weight than groups with fewer species. Using a method developed by ZSL and WWF, these species population trends are aggregated to produce indices of the state of biodiversity.
+       + 
+       +       The index value is measured relative to species' populations in 1970 (i.e. 1970 = 1).
+       + 
+       +       To calculate an LPI, a generalised additive modelling framework is used to determine the underlying trend in each population time-series. Average rates of change are then calculated and aggregated to the species level. For the global LPI, the method of aggregation has recently been revised to include a weighting system which gives trends from more species-rich systems, realms and groups more weight in the final index.
+       +     citation_full: WWF (2024) Living Planet Report 2024 – A System in Peril. WWF, Gland, Switzerland.
+       +     attribution_short: WWF & ZSL
+       +     url_main: http://stats.livingplanetindex.org/
+       +     date_accessed: '2024-09-30'
+       +     date_published: '2024-10-10'
+       +     license:
+       +       name: CC BY 4.0
+       + unit: (1970 = 1)
+       + presentation:
+       +   topic_tags:
+       +     - Biodiversity

+       + New values: 15 / 357 (4.20%)
                                  country  year   ci_low
                                   Africa  2019 0.115887
                  Europe and Central Asia  2020 0.467521
                               Freshwater  2020 0.097944
          Latin America and the Caribbean  2019 0.030586
                                    World  2020 0.219725
        ~ Changed values: 342 / 357 (95.80%)
                          country  year  ci_low -  ci_low +
                           Africa  1976       NaN  0.512153
                 Asia and Pacific  2014       NaN  0.296579
          Europe and Central Asia  2005       NaN  0.726600
                    North America  2005       NaN  0.555264
                    North America  2006       NaN  0.551205
    ~ Column living_planet_index_average (changed metadata, new data, changed data)
+       + {}
-       - title: Living Planet Index
-       - description: |-
-       -   The Living Planet Index (LPI) is a measure of the state of global biological diversity based on population trends of vertebrate species from around the world. The index value is measured relative to species' populations in 1970 (i.e. 1970 = 1).
-       - unit: (1970 = 1)
-       - sources:
-       -   - name: Living Planet Report (2022). World Wildlife Fund (WWF) and Zoological Society of London.
-       -     description: |-
-       -       The Living Planet Index (LPI) is a measure of the state of global biological diversity based on population trends of vertebrate species from around the world. The index represents 31,821 populations of 5,230 species. All indices are weighted by species richness, giving species-rich taxonomic groups in terrestrial, marine and freshwater systems more weight than groups with fewer species. Using a method developed by ZSL and WWF, these species population trends are aggregated to produce indices of the state of biodiversity.
-       - 
-       -       The index value is measured relative to species' populations in 1970 (i.e. 1970 = 1).
-       - 
-       -       To calculate an LPI, a generalised additive modelling framework is used to determine the underlying trend in each population time-series. Average rates of change are then calculated and aggregated to the species level. For the global LPI, the method of aggregation has recently been revised to include a weighting system which gives trends from more species-rich systems, realms and groups more weight in the final index.
-       -     url: http://stats.livingplanetindex.org/
-       -     published_by: |-
-       -       World Wildlife Fund (WWF) and Zoological Society of London (2022). Living Planet Report 2022 – Building a nature-positive society. Almond, R.E.A., Grooten, M., Juffe Bignoli, D. & Petersen, T. (Eds). WWF, Gland, Switzerland.

+       + New values: 15 / 357 (4.20%)
                                  country  year  living_planet_index_average
                                   Africa  2019                          NaN
                  Europe and Central Asia  2020                          NaN
                               Freshwater  2020                          NaN
          Latin America and the Caribbean  2019                          NaN
                                    World  2020                          NaN
        ~ Changed values: 342 / 357 (95.80%)
                          country  year  living_planet_index_average -  living_planet_index_average +
                           Africa  1976                       0.924302                            NaN
                 Asia and Pacific  2014                       0.459181                            NaN
          Europe and Central Asia  2005                       1.054473                            NaN
                    North America  2005                       0.736880                            NaN
                    North America  2006                       0.736199                            NaN
    ~ Column living_planet_index_lower (changed metadata, new data, changed data)
+       + {}
-       - title: Lower CI
-       - unit: (1970 = 1)
-       - sources:
-       -   - name: Living Planet Report (2022). World Wildlife Fund (WWF) and Zoological Society of London.
-       -     description: |-
-       -       The Living Planet Index (LPI) is a measure of the state of global biological diversity based on population trends of vertebrate species from around the world. The index represents 31,821 populations of 5,230 species. All indices are weighted by species richness, giving species-rich taxonomic groups in terrestrial, marine and freshwater systems more weight than groups with fewer species. Using a method developed by ZSL and WWF, these species population trends are aggregated to produce indices of the state of biodiversity.
-       - 
-       -       The index value is measured relative to species' populations in 1970 (i.e. 1970 = 1).
-       - 
-       -       To calculate an LPI, a generalised additive modelling framework is used to determine the underlying trend in each population time-series. Average rates of change are then calculated and aggregated to the species level. For the global LPI, the method of aggregation has recently been revised to include a weighting system which gives trends from more species-rich systems, realms and groups more weight in the final index.
-       -     url: http://stats.livingplanetindex.org/
-       -     published_by: |-
-       -       World Wildlife Fund (WWF) and Zoological Society of London (2022). Living Planet Report 2022 – Building a nature-positive society. Almond, R.E.A., Grooten, M., Juffe Bignoli, D. & Petersen, T. (Eds). WWF, Gland, Switzerland.

+       + New values: 15 / 357 (4.20%)
                                  country  year  living_planet_index_lower
                                   Africa  2019                        NaN
                  Europe and Central Asia  2020                        NaN
                               Freshwater  2020                        NaN
          Latin America and the Caribbean  2019                        NaN
                                    World  2020                        NaN
        ~ Changed values: 342 / 357 (95.80%)
                          country  year  living_planet_index_lower -  living_planet_index_lower +
                           Africa  1976                     0.618370                          NaN
                 Asia and Pacific  2014                     0.284239                          NaN
          Europe and Central Asia  2005                     0.868348                          NaN
                    North America  2005                     0.552509                          NaN
                    North America  2006                     0.549901                          NaN
    ~ Column living_planet_index_upper (changed metadata, new data, changed data)
+       + {}
-       - title: Upper CI
-       - unit: (1970 = 1)
-       - sources:
-       -   - name: Living Planet Report (2022). World Wildlife Fund (WWF) and Zoological Society of London.
-       -     description: |-
-       -       The Living Planet Index (LPI) is a measure of the state of global biological diversity based on population trends of vertebrate species from around the world. The index represents 31,821 populations of 5,230 species. All indices are weighted by species richness, giving species-rich taxonomic groups in terrestrial, marine and freshwater systems more weight than groups with fewer species. Using a method developed by ZSL and WWF, these species population trends are aggregated to produce indices of the state of biodiversity.
-       - 
-       -       The index value is measured relative to species' populations in 1970 (i.e. 1970 = 1).
-       - 
-       -       To calculate an LPI, a generalised additive modelling framework is used to determine the underlying trend in each population time-series. Average rates of change are then calculated and aggregated to the species level. For the global LPI, the method of aggregation has recently been revised to include a weighting system which gives trends from more species-rich systems, realms and groups more weight in the final index.
-       -     url: http://stats.livingplanetindex.org/
-       -     published_by: |-
-       -       World Wildlife Fund (WWF) and Zoological Society of London (2022). Living Planet Report 2022 – Building a nature-positive society. Almond, R.E.A., Grooten, M., Juffe Bignoli, D. & Petersen, T. (Eds). WWF, Gland, Switzerland.

+       + New values: 15 / 357 (4.20%)
                                  country  year  living_planet_index_upper
                                   Africa  2019                        NaN
                  Europe and Central Asia  2020                        NaN
                               Freshwater  2020                        NaN
          Latin America and the Caribbean  2019                        NaN
                                    World  2020                        NaN
        ~ Changed values: 342 / 357 (95.80%)
                          country  year  living_planet_index_upper -  living_planet_index_upper +
                           Africa  1976                     1.348480                          NaN
                 Asia and Pacific  2014                     0.737065                          NaN
          Europe and Central Asia  2005                     1.283443                          NaN
                    North America  2005                     0.987108                          NaN
                    North America  2006                     0.990665                          NaN
    ~ Column lpi_final (changed metadata, new data, changed data)
-       - {}
+       + title: Living Planet Index
+       + description_short: |-
+       +   The Living Planet Index (LPI) is a measure of the state of global biological diversity based on population trends of vertebrate species from around the world. The index value is measured relative to species' populations in 1970 (i.e. 1970 = 1).
+       + origins:
+       +   - producer: World Wildlife Fund and Zoological Society of London
+       +     title: Living Planet Index
+       +     description: |-
+       +       The Living Planet Index (LPI) is a measure of the state of global biological diversity based on population trends of vertebrate species from around the world. The index represents 34,836 populations of 5,495 species. All indices are weighted by species richness, giving species-rich taxonomic groups in terrestrial, marine and freshwater systems more weight than groups with fewer species. Using a method developed by ZSL and WWF, these species population trends are aggregated to produce indices of the state of biodiversity.
+       + 
+       +       The index value is measured relative to species' populations in 1970 (i.e. 1970 = 1).
+       + 
+       +       To calculate an LPI, a generalised additive modelling framework is used to determine the underlying trend in each population time-series. Average rates of change are then calculated and aggregated to the species level. For the global LPI, the method of aggregation has recently been revised to include a weighting system which gives trends from more species-rich systems, realms and groups more weight in the final index.
+       +     citation_full: WWF (2024) Living Planet Report 2024 – A System in Peril. WWF, Gland, Switzerland.
+       +     attribution_short: WWF & ZSL
+       +     url_main: http://stats.livingplanetindex.org/
+       +     date_accessed: '2024-09-30'
+       +     date_published: '2024-10-10'
+       +     license:
+       +       name: CC BY 4.0
+       + unit: (1970 = 1)
+       + presentation:
+       +   topic_tags:
+       +     - Biodiversity

+       + New values: 15 / 357 (4.20%)
                                  country  year  lpi_final
                                   Africa  2019   0.246320
                  Europe and Central Asia  2020   0.647150
                               Freshwater  2020   0.147831
          Latin America and the Caribbean  2019   0.057099
                                    World  2020   0.271341
        ~ Changed values: 342 / 357 (95.80%)
                          country  year  lpi_final -  lpi_final +
                           Africa  1976          NaN     0.736813
                 Asia and Pacific  2014          NaN     0.450257
          Europe and Central Asia  2005          NaN     0.885537
                    North America  2005          NaN     0.738430
                    North America  2006          NaN     0.736412
+ Dataset garden/biodiversity/2024-09-30/living_planet_index_completeness
+ + Table living_planet_index_completeness
+   + Column species_in_lpi
+   + Column species_not_in_lpi
+   + Column species_total
+ Dataset garden/biodiversity/2024-09-30/living_planet_index_share
+ + Table living_planet_index_share
+   + Column share_increasing
+   + Column share_decreasing
+   + Column share_stable
+   + Column share_strong_increase
+   + Column share_moderate_increase
+   + Column share_little_change
+   + Column share_moderate_decrease
+   + Column share_strong_decrease
= Dataset garden/oecd/2024-08-21/official_development_assistance
  = Table dac2a
    ~ Dim country
+       + New values: 3860 / 490996 (0.79%)
           year                              donor                                   country
           1972                G7 countries (OECD) Countries not classified by income (OECD)
           1979                          Australia Countries not classified by income (OECD)
           1982                        New Zealand Countries not classified by income (OECD)
           1987                                WFP Countries not classified by income (OECD)
           2016 World Tourism Organization (UNWTO) Countries not classified by income (OECD)
-       - Removed values: 3860 / 490996 (0.79%)
           year                              donor                                          country
           1972                G7 countries (OECD) Recipients not classified by income group (OECD)
           1979                          Australia Recipients not classified by income group (OECD)
           1982                        New Zealand Recipients not classified by income group (OECD)
           1987                                WFP Recipients not classified by income group (OECD)
           2016 World Tourism Organization (UNWTO) Recipients not classified by income group (OECD)
    ~ Dim year
+       + New values: 3860 / 490996 (0.79%)
                                            country                              donor  year
          Countries not classified by income (OECD)                G7 countries (OECD)  1972
          Countries not classified by income (OECD)                          Australia  1979
          Countries not classified by income (OECD)                        New Zealand  1982
          Countries not classified by income (OECD)                                WFP  1987
          Countries not classified by income (OECD) World Tourism Organization (UNWTO)  2016
-       - Removed values: 3860 / 490996 (0.79%)
                                                   country                              donor  year
          Recipients not classified by income group (OECD)                G7 countries (OECD)  1972
          Recipients not classified by income group (OECD)                          Australia  1979
          Recipients not classified by income group (OECD)                        New Zealand  1982
          Recipients not classified by income group (OECD)                                WFP  1987
          Recipients not classified by income group (OECD) World Tourism Organization (UNWTO)  2016
    ~ Dim donor
+       + New values: 3860 / 490996 (0.79%)
                                            country  year                              donor
          Countries not classified by income (OECD)  1972                G7 countries (OECD)
          Countries not classified by income (OECD)  1979                          Australia
          Countries not classified by income (OECD)  1982                        New Zealand
          Countries not classified by income (OECD)  1987                                WFP
          Countries not classified by income (OECD)  2016 World Tourism Organization (UNWTO)
-       - Removed values: 3860 / 490996 (0.79%)
                                                   country  year                              donor
          Recipients not classified by income group (OECD)  1972                G7 countries (OECD)
          Recipients not classified by income group (OECD)  1979                          Australia
          Recipients not classified by income group (OECD)  1982                        New Zealand
          Recipients not classified by income group (OECD)  1987                                WFP
          Recipients not classified by income group (OECD)  2016 World Tourism Organization (UNWTO)
    ~ Column capital_subscriptions_deposits (new data)
+       + New values: 3860 / 490996 (0.79%)
                                            country  year                              donor  capital_subscriptions_deposits
          Countries not classified by income (OECD)  1972                G7 countries (OECD)                             NaN
          Countries not classified by income (OECD)  1979                          Australia                             NaN
          Countries not classified by income (OECD)  1982                        New Zealand                             NaN
          Countries not classified by income (OECD)  1987                                WFP                             NaN
          Countries not classified by income (OECD)  2016 World Tourism Organization (UNWTO)                             NaN
-       - Removed values: 3860 / 490996 (0.79%)
                                                   country  year                              donor  capital_subscriptions_deposits
          Recipients not classified by income group (OECD)  1972                G7 countries (OECD)                             NaN
          Recipients not classified by income group (OECD)  1979                          Australia                             NaN
          Recipients not classified by income group (OECD)  1982                        New Zealand                             NaN
          Recipients not classified by income group (OECD)  1987                                WFP                             NaN
          Recipients not classified by income group (OECD)  2016 World Tourism Organization (UNWTO)                             NaN
    ~ Column development_food_aid (new data, changed data)
+       + New values: 3860 / 490996 (0.79%)
                                            country  year                              donor  development_food_aid
          Countries not classified by income (OECD)  1972                G7 countries (OECD)                   NaN
          Countries not classified by income (OECD)  1979                          Australia             9960000.0
          Countries not classified by income (OECD)  1982                        New Zealand                   NaN
          Countries not classified by income (OECD)  1987                                WFP                   NaN
          Countries not classified by income (OECD)  2016 World Tourism Organization (UNWTO)                   NaN
-       - Removed values: 3860 / 490996 (0.79%)
                                                   country  year                              donor  development_food_aid
          Recipients not classified by income group (OECD)  1972                G7 countries (OECD)                   NaN
          Recipients not classified by income group (OECD)  1979                          Australia             9960000.0
          Recipients not classified by income group (OECD)  1982                        New Zealand                   NaN
          Recipients not classified by income group (OECD)  1987                                WFP                   NaN
          Recipients not classified by income group (OECD)  2016 World Tourism Organization (UNWTO)                   NaN
    ~ Column grants (new data, changed data)
+       + New values: 3860 / 490996 (0.79%)
                                            country  year                              donor       grants
          Countries not classified by income (OECD)  1972                G7 countries (OECD) 4377890304.0
          Countries not classified by income (OECD)  1979                          Australia   74180000.0
          Countries not classified by income (OECD)  1982                        New Zealand   48580000.0
          Countries not classified by income (OECD)  1987                                WFP    5580000.0
          Countries not classified by income (OECD)  2016 World Tourism Organization (UNWTO)   14330000.0
-       - Removed values: 3860 / 490996 (0.79%)
                                                   country  year                              donor       grants
          Recipients not classified by income group (OECD)  1972                G7 countries (OECD) 4377890304.0
          Recipients not classified by income group (OECD)  1979                          Australia   74180000.0
          Recipients not classified by income group (OECD)  1982                        New Zealand   48580000.0
          Recipients not classified by income group (OECD)  1987                                WFP    5580000.0
          Recipients not classified by income group (OECD)  2016 World Tourism Organization (UNWTO)   14330000.0
    ~ Column humanitarian_aid (new data, changed data)
+       + New values: 3860 / 490996 (0.79%)
                                            country  year                              donor  humanitarian_aid
          Countries not classified by income (OECD)  1972                G7 countries (OECD)               NaN
          Countries not classified by income (OECD)  1979                          Australia               NaN
          Countries not classified by income (OECD)  1982                        New Zealand               NaN
          Countries not classified by income (OECD)  1987                                WFP               NaN
          Countries not classified by income (OECD)  2016 World Tourism Organization (UNWTO)               NaN
-       - Removed values: 3860 / 490996 (0.79%)
                                                   country  year                              donor  humanitarian_aid
          Recipients not classified by income group (OECD)  1972                G7 countries (OECD)               NaN
          Recipients not classified by income group (OECD)  1979                          Australia               NaN
          Recipients not classified by income group (OECD)  1982                        New Zealand               NaN
          Recipients not classified by income group (OECD)  1987                                WFP               NaN
          Recipients not classified by income group (OECD)  2016 World Tourism Organization (UNWTO)               NaN
    ~ Column loans (new data, changed data)
+       + New values: 3860 / 490996 (0.79%)
                                            country  year                              donor       loans
          Countries not classified by income (OECD)  1972                G7 countries (OECD) 157270000.0
          Countries not classified by income (OECD)  1979                          Australia         NaN
          Countries not classified by income (OECD)  1982                        New Zealand         NaN
          Countries not classified by income (OECD)  1987                                WFP         NaN
          Countries not classified by income (OECD)  2016 World Tourism Organization (UNWTO)         NaN
-       - Removed values: 3860 / 490996 (0.79%)
                                                   country  year                              donor       loans
          Recipients not classified by income group (OECD)  1972                G7 countries (OECD) 157270000.0
          Recipients not classified by income group (OECD)  1979                          Australia         NaN
          Recipients not classified by income group (OECD)  1982                        New Zealand         NaN
          Recipients not classified by income group (OECD)  1987                                WFP         NaN
          Recipients not classified by income group (OECD)  2016 World Tourism Organization (UNWTO)         NaN
    ~ Column oda (new data, changed data)
+       + New values: 3860 / 490996 (0.79%)
                                            country  year                              donor          oda
          Countries not classified by income (OECD)  1972                G7 countries (OECD) 4225959936.0
          Countries not classified by income (OECD)  1979                          Australia   74180000.0
          Countries not classified by income (OECD)  1982                        New Zealand   48580000.0
          Countries not classified by income (OECD)  1987                                WFP    5580000.0
          Countries not classified by income (OECD)  2016 World Tourism Organization (UNWTO)   14330000.0
-       - Removed values: 3860 / 490996 (0.79%)
                                                   country  year                              donor          oda
          Recipients not classified by income group (OECD)  1972                G7 countries (OECD) 4225959936.0
          Recipients not classified by income group (OECD)  1979                          Australia   74180000.0
          Recipients not classified by income group (OECD)  1982                        New Zealand   48580000.0
          Recipients not classified by income group (OECD)  1987                                WFP    5580000.0
          Recipients not classified by income group (OECD)  2016 World Tourism Organization (UNWTO)   14330000.0
    ~ Column oda_share_gni (new data)
+       + New values: 3860 / 490996 (0.79%)
                                            country  year                              donor  oda_share_gni
          Countries not classified by income (OECD)  1972                G7 countries (OECD)            NaN
          Countries not classified by income (OECD)  1979                          Australia            NaN
          Countries not classified by income (OECD)  1982                        New Zealand            NaN
          Countries not classified by income (OECD)  1987                                WFP            NaN
          Countries not classified by income (OECD)  2016 World Tourism Organization (UNWTO)            NaN
-       - Removed values: 3860 / 490996 (0.79%)
                                                   country  year                              donor  oda_share_gni
          Recipients not classified by income group (OECD)  1972                G7 countries (OECD)            NaN
          Recipients not classified by income group (OECD)  1979                          Australia            NaN
          Recipients not classified by income group (OECD)  1982                        New Zealand            NaN
          Recipients not classified by income group (OECD)  1987                                WFP            NaN
          Recipients not classified by income group (OECD)  2016 World Tourism Organization (UNWTO)            NaN
    ~ Column recoveries (new data, changed data)
+       + New values: 3860 / 490996 (0.79%)
                                            country  year                              donor  recoveries
          Countries not classified by income (OECD)  1972                G7 countries (OECD)         NaN
          Countries not classified by income (OECD)  1979                          Australia         NaN
          Countries not classified by income (OECD)  1982                        New Zealand         NaN
          Countries not classified by income (OECD)  1987                                WFP         NaN
          Countries not classified by income (OECD)  2016 World Tourism Organization (UNWTO)         NaN
-       - Removed values: 3860 / 490996 (0.79%)
                                                   country  year                              donor  recoveries
          Recipients not classified by income group (OECD)  1972                G7 countries (OECD)         NaN
          Recipients not classified by income group (OECD)  1979                          Australia         NaN
          Recipients not classified by income group (OECD)  1982                        New Zealand         NaN
          Recipients not classified by income group (OECD)  1987                                WFP         NaN
          Recipients not classified by income group (OECD)  2016 World Tourism Organization (UNWTO)         NaN
    ~ Column technical_cooperation (new data, changed data)
+       + New values: 3860 / 490996 (0.79%)
                                            country  year                              donor  technical_cooperation
          Countries not classified by income (OECD)  1972                G7 countries (OECD)           2544280064.0
          Countries not classified by income (OECD)  1979                          Australia             28090000.0
          Countries not classified by income (OECD)  1982                        New Zealand              8480000.0
          Countries not classified by income (OECD)  1987                                WFP                    NaN
          Countries not classified by income (OECD)  2016 World Tourism Organization (UNWTO)              1560000.0
-       - Removed values: 3860 / 490996 (0.79%)
                                                   country  year                              donor  technical_cooperation
          Recipients not classified by income group (OECD)  1972                G7 countries (OECD)           2544280064.0
          Recipients not classified by income group (OECD)  1979                          Australia             28090000.0
          Recipients not classified by income group (OECD)  1982                        New Zealand              8480000.0
          Recipients not classified by income group (OECD)  1987                                WFP                    NaN
          Recipients not classified by income group (OECD)  2016 World Tourism Organization (UNWTO)              1560000.0
  = Table official_development_assistance
    ~ Dim country
+       + New values: 319 / 131986 (0.24%)
           year                      donor sector                                   country
           1963                  Total aid    NaN Countries not classified by income (OECD)
           1975              DAC countries    NaN Countries not classified by income (OECD)
           2004                  Total aid    NaN Countries not classified by income (OECD)
           2014          Non-DAC countries    NaN Countries not classified by income (OECD)
           2022 Multilateral organizations    NaN Countries not classified by income (OECD)
-       - Removed values: 319 / 131986 (0.24%)
           year                      donor sector                                          country
           1963                  Total aid    NaN Recipients not classified by income group (OECD)
           1975              DAC countries    NaN Recipients not classified by income group (OECD)
           2004                  Total aid    NaN Recipients not classified by income group (OECD)
           2014          Non-DAC countries    NaN Recipients not classified by income group (OECD)
           2022 Multilateral organizations    NaN Recipients not classified by income group (OECD)
    ~ Dim year
+       + New values: 319 / 131986 (0.24%)
                                            country                      donor sector  year
          Countries not classified by income (OECD)                  Total aid    NaN  1963
          Countries not classified by income (OECD)              DAC countries    NaN  1975
          Countries not classified by income (OECD)                  Total aid    NaN  2004
          Countries not classified by income (OECD)          Non-DAC countries    NaN  2014
          Countries not classified by income (OECD) Multilateral organizations    NaN  2022
-       - Removed values: 319 / 131986 (0.24%)
                                                   country                      donor sector  year
          Recipients not classified by income group (OECD)                  Total aid    NaN  1963
          Recipients not classified by income group (OECD)              DAC countries    NaN  1975
          Recipients not classified by income group (OECD)                  Total aid    NaN  2004
          Recipients not classified by income group (OECD)          Non-DAC countries    NaN  2014
          Recipients not classified by income group (OECD) Multilateral organizations    NaN  2022
    ~ Dim donor
+       + New values: 319 / 131986 (0.24%)
                                            country  year sector                      donor
          Countries not classified by income (OECD)  1963    NaN                  Total aid
          Countries not classified by income (OECD)  1975    NaN              DAC countries
          Countries not classified by income (OECD)  2004    NaN                  Total aid
          Countries not classified by income (OECD)  2014    NaN          Non-DAC countries
          Countries not classified by income (OECD)  2022    NaN Multilateral organizations
-       - Removed values: 319 / 131986 (0.24%)
                                                   country  year sector                      donor
          Recipients not classified by income group (OECD)  1963    NaN                  Total aid
          Recipients not classified by income group (OECD)  1975    NaN              DAC countries
          Recipients not classified by income group (OECD)  2004    NaN                  Total aid
          Recipients not classified by income group (OECD)  2014    NaN          Non-DAC countries
          Recipients not classified by income group (OECD)  2022    NaN Multilateral organizations
    ~ Dim sector
+       + New values: 319 / 131986 (0.24%)
                                            country  year                      donor sector
          Countries not classified by income (OECD)  1963                  Total aid    NaN
          Countries not classified by income (OECD)  1975              DAC countries    NaN
          Countries not classified by income (OECD)  2004                  Total aid    NaN
          Countries not classified by income (OECD)  2014          Non-DAC countries    NaN
          Countries not classified by income (OECD)  2022 Multilateral organizations    NaN
-       - Removed values: 319 / 131986 (0.24%)
                                                   country  year                      donor sector
          Recipients not classified by income group (OECD)  1963                  Total aid    NaN
          Recipients not classified by income group (OECD)  1975              DAC countries    NaN
          Recipients not classified by income group (OECD)  2004                  Total aid    NaN
          Recipients not classified by income group (OECD)  2014          Non-DAC countries    NaN
          Recipients not classified by income group (OECD)  2022 Multilateral organizations    NaN
    ~ Column capital_subscriptions_deposits (changed metadata, new data)
-       -     Official development assistance (ODA) eligibility criteria are based on (i) country eligibility, (ii) concessionality, and (iii) the promotion of the economic development and welfare of developing countries as the main objective. This means that (i) only countries and territories included in the list of ODA recipients are eligible to receive this assistance, (ii) lending is defined by minimum requirements according to the income category of the recipient country, and (iii) reporting rules have been implemented to define what is "primarily developmental". For more details about ODA, please refer to the (https://one.oecd.org/document/DCD/DAC/STAT(2023)9/FINAL/en/pdf).
        ?                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     -----------------------------------------------------------------------------------------------------------------------------------------------
+       +     Official development assistance (ODA) eligibility criteria are based on (i) country eligibility, (ii) concessionality, and (iii) the promotion of the economic development and welfare of developing countries as the main objective. This means that (i) only countries and territories included in the list of ODA recipients are eligible to receive this assistance, (ii) lending is defined by minimum requirements according to the income category of the recipient country, and (iii) reporting rules have been implemented to define what is "primarily developmental".

+       + New values: 319 / 131986 (0.24%)
                                            country  year                      donor sector  capital_subscriptions_deposits
          Countries not classified by income (OECD)  1963                  Total aid    NaN                             NaN
          Countries not classified by income (OECD)  1975              DAC countries    NaN                             NaN
          Countries not classified by income (OECD)  2004                  Total aid    NaN                             NaN
          Countries not classified by income (OECD)  2014          Non-DAC countries    NaN                             NaN
          Countries not classified by income (OECD)  2022 Multilateral organizations    NaN                             NaN
-       - Removed values: 319 / 131986 (0.24%)
                                                   country  year                      donor sector  capital_subscriptions_deposits
          Recipients not classified by income group (OECD)  1963                  Total aid    NaN                             NaN
          Recipients not classified by income group (OECD)  1975              DAC countries    NaN                             NaN
          Recipients not classified by income group (OECD)  2004                  Total aid    NaN                             NaN
          Recipients not classified by income group (OECD)  2014          Non-DAC countries    NaN                             NaN
          Recipients not classified by income group (OECD)  2022 Multilateral organizations    NaN                             NaN
    ~ Column capital_subscriptions_deposits_recipient (changed metadata, new data)
-       -     Official development assistance (ODA) eligibility criteria are based on (i) country eligibility, (ii) concessionality, and (iii) the promotion of the economic development and welfare of developing countries as the main objective. This means that (i) only countries and territories included in the list of ODA recipients are eligible to receive this assistance, (ii) lending is defined by minimum requirements according to the income category of the recipient country, and (iii) reporting rules have been implemented to define what is "primarily developmental". For more details about ODA, please refer to the (https://one.oecd.org/document/DCD/DAC/STAT(2023)9/FINAL/en/pdf).
        ?                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     -----------------------------------------------------------------------------------------------------------------------------------------------
+       +     Official development assistance (ODA) eligibility criteria are based on (i) country eligibility, (ii) concessionality, and (iii) the promotion of the economic development and welfare of developing countries as the main objective. This means that (i) only countries and territories included in the list of ODA recipients are eligible to receive this assistance, (ii) lending is defined by minimum requirements according to the income category of the recipient country, and (iii) reporting rules have been implemented to define what is "primarily developmental".

+       + New values: 319 / 131986 (0.24%)
                                            country  year                      donor sector  capital_subscriptions_deposits_recipient
          Countries not classified by income (OECD)  1963                  Total aid    NaN                                       NaN
          Countries not classified by income (OECD)  1975              DAC countries    NaN                                       NaN
          Countries not classified by income (OECD)  2004                  Total aid    NaN                                       NaN
          Countries not classified by income (OECD)  2014          Non-DAC countries    NaN                                       NaN
          Countries not classified by income (OECD)  2022 Multilateral organizations    NaN                                       NaN
-       - Removed values: 319 / 131986 (0.24%)
                                                   country  year                      donor sector  capital_subscriptions_deposits_recipient
          Recipients not classified by income group (OECD)  1963                  Total aid    NaN                                       NaN
          Recipients not classified by income group (OECD)  1975              DAC countries    NaN                                       NaN
          Recipients not classified by income group (OECD)  2004                  Total aid    NaN                                       NaN
          Recipients not classified by income group (OECD)  2014          Non-DAC countries    NaN                                       NaN
          Recipients not classified by income group (OECD)  2022 Multilateral organizations    NaN                                       NaN
    ~ Column development_food_aid_recipient (new data, changed data)
+       + New values: 319 / 131986 (0.24%)
                                            country  year                      donor sector  development_food_aid_recipient
          Countries not classified by income (OECD)  1963                  Total aid    NaN                             NaN
          Countries not classified by income (OECD)  1975              DAC countries    NaN                     909640000.0
          Countries not classified by income (OECD)  2004                  Total aid    NaN                             NaN
          Countries not classified by income (OECD)  2014          Non-DAC countries    NaN                         70000.0
          Countries not classified by income (OECD)  2022 Multilateral organizations    NaN                       8820000.0
-       - Removed values: 319 / 131986 (0.24%)
                                                   country  year                      donor sector  development_food_aid_recipient
          Recipients not classified by income group (OECD)  1963                  Total aid    NaN                             NaN
          Recipients not classified by income group (OECD)  1975              DAC countries    NaN                     909640000.0
          Recipients not classified by income group (OECD)  2004                  Total aid    NaN                             NaN
          Recipients not classified by income group (OECD)  2014          Non-DAC countries    NaN                         70000.0
          Recipients not classified by income group (OECD)  2022 Multilateral organizations    NaN                       8820000.0
    ~ Column development_food_aid_recipient_per_capita (new data)
+       + New values: 319 / 131986 (0.24%)
                                            country  year                      donor sector  development_food_aid_recipient_per_capita
          Countries not classified by income (OECD)  1963                  Total aid    NaN                                        NaN
          Countries not classified by income (OECD)  1975              DAC countries    NaN                                        NaN
          Countries not classified by income (OECD)  2004                  Total aid    NaN                                        NaN
          Countries not classified by income (OECD)  2014          Non-DAC countries    NaN                                        NaN
          Countries not classified by income (OECD)  2022 Multilateral organizations    NaN                                        NaN
-       - Removed values: 319 / 131986 (0.24%)
                                                   country  year                      donor sector  development_food_aid_recipient_per_capita
          Recipients not classified by income group (OECD)  1963                  Total aid    NaN                                        NaN
          Recipients not classified by income group (OECD)  1975              DAC countries    NaN                                        NaN
          Recipients not classified by income group (OECD)  2004                  Total aid    NaN                                        NaN
          Recipients not classified by income group (OECD)  2014          Non-DAC countries    NaN                                        NaN
          Recipients not classified by income group (OECD)  2022 Multilateral organizations    NaN                                        NaN
    ~ Column flows_net_disbursements (new data)
+       + New values: 319 / 131986 (0.24%)
                                            country  year                      donor sector  flows_net_disbursements
          Countries not classified by income (OECD)  1963                  Total aid    NaN                      NaN
          Countries not classified by income (OECD)  1975              DAC countries    NaN                      NaN
          Countries not classified by income (OECD)  2004                  Total aid    NaN                      NaN
          Countries not classified by income (OECD)  2014          Non-DAC countries    NaN                      NaN
          Countries not classified by income (OECD)  2022 Multilateral organizations    NaN                      NaN
-       - Removed values: 319 / 131986 (0.24%)
                                                   country  year                      donor sector  flows_net_disbursements
          Recipients not classified by income group (OECD)  1963                  Total aid    NaN                      NaN
          Recipients not classified by income group (OECD)  1975              DAC countries    NaN                      NaN
          Recipients not classified by income group (OECD)  2004                  Total aid    NaN                      NaN
          Recipients not classified by income group (OECD)  2014          Non-DAC countries    NaN                      NaN
          Recipients not classified by income group (OECD)  2022 Multilateral organizations    NaN                      NaN
    ~ Column flows_share_gni_grant_equivalents (new data)
+       + New values: 319 / 131986 (0.24%)
                                            country  year                      donor sector  flows_share_gni_grant_equivalents
          Countries not classified by income (OECD)  1963                  Total aid    NaN                                NaN
          Countries not classified by income (OECD)  1975              DAC countries    NaN                                NaN
          Countries not classified by income (OECD)  2004                  Total aid    NaN                                NaN
          Countries not classified by income (OECD)  2014          Non-DAC countries    NaN                                NaN
          Countries not classified by income (OECD)  2022 Multilateral organizations    NaN                                NaN
-       - Removed values: 319 / 131986 (0.24%)
                                                   country  year                      donor sector  flows_share_gni_grant_equivalents
          Recipients not classified by income group (OECD)  1963                  Total aid    NaN                                NaN
          Recipients not classified by income group (OECD)  1975              DAC countries    NaN                                NaN
          Recipients not classified by income group (OECD)  2004                  Total aid    NaN                                NaN
          Recipients not classified by income group (OECD)  2014          Non-DAC countries    NaN                                NaN
          Recipients not classified by income group (OECD)  2022 Multilateral organizations    NaN                                NaN
    ~ Column flows_share_gni_net_disbursements (new data)
+       + New values: 319 / 131986 (0.24%)
                                            country  year                      donor sector  flows_share_gni_net_disbursements
          Countries not classified by income (OECD)  1963                  Total aid    NaN                                NaN
          Countries not classified by income (OECD)  1975              DAC countries    NaN                                NaN
          Countries not classified by income (OECD)  2004                  Total aid    NaN                                NaN
          Countries not classified by income (OECD)  2014          Non-DAC countries    NaN                                NaN
          Countries not classified by income (OECD)  2022 Multilateral organizations    NaN                                NaN
-       - Removed values: 319 / 131986 (0.24%)
                                                   country  year                      donor sector  flows_share_gni_net_disbursements
          Recipients not classified by income group (OECD)  1963                  Total aid    NaN                                NaN
          Recipients not classified by income group (OECD)  1975              DAC countries    NaN                                NaN
          Recipients not classified by income group (OECD)  2004                  Total aid    NaN                                NaN
          Recipients not classified by income group (OECD)  2014          Non-DAC countries    NaN                                NaN
          Recipients not classified by income group (OECD)  2022 Multilateral organizations    NaN                                NaN
    ~ Column grants (changed metadata, new data)
-       -     Official development assistance (ODA) eligibility criteria are based on (i) country eligibility, (ii) concessionality, and (iii) the promotion of the economic development and welfare of developing countries as the main objective. This means that (i) only countries and territories included in the list of ODA recipients are eligible to receive this assistance, (ii) lending is defined by minimum requirements according to the income category of the recipient country, and (iii) reporting rules have been implemented to define what is "primarily developmental". For more details about ODA, please refer to the (https://one.oecd.org/document/DCD/DAC/STAT(2023)9/FINAL/en/pdf).
        ?                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     -----------------------------------------------------------------------------------------------------------------------------------------------
+       +     Official development assistance (ODA) eligibility criteria are based on (i) country eligibility, (ii) concessionality, and (iii) the promotion of the economic development and welfare of developing countries as the main objective. This means that (i) only countries and territories included in the list of ODA recipients are eligible to receive this assistance, (ii) lending is defined by minimum requirements according to the income category of the recipient country, and (iii) reporting rules have been implemented to define what is "primarily developmental".

+       + New values: 319 / 131986 (0.24%)
                                            country  year             

...diff too long, truncated...

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

Edited: 2024-10-09 10:56:00 UTC
Execution time: 4.20 seconds

@spoonerf spoonerf marked this pull request as ready for review October 8, 2024 11:36
@spoonerf spoonerf merged commit e8bf971 into master Oct 10, 2024
8 checks passed
@spoonerf spoonerf deleted the lpi-2024-update branch October 10, 2024 07:06
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