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📊 update unaids #3880

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@lucasrodes lucasrodes commented Jan 22, 2025

Tracking issue: https://github.com/owid/owid-issues/issues/1773

  • Add Snapshot files: One per category (EPI, KPA, GAM, NCPI)
    • snapshot://health/2025-01-22/unaids_epi.csv
    • snapshot://health/2025-01-22/unaids_kpa.csv
    • snapshot://health/2025-01-22/unaids_gam.csv
    • snapshot://health/2025-01-22/unaids_ncpi.csv
  • Meadow: Read, clean and integrate into ETL
  • Garden:
    • EPI
      • Implement pipeline
      • Review metadata
      • Add regional aggregates
      • Review data
    • GAM
      • Implement pipeline
      • Review data
      • Add regional aggregates
      • Review metadata
    • KPA
      • Implement pipeline
      • Review data
      • Review metadata
    • NCPI WONTDO
      • Implement pipeline
      • Review data
      • Review metadata
  • Grapher: Import, update charts
  • Review FAUST
  • Review metadata of top data pages

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owidbot commented Jan 22, 2025

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Login: ssh owid@staging-site-data-update-unaids

chart-diff: ✅
  • 27/27 reviewed charts
  • Modified: 27/27
  • New: 0/0
  • Rejected: 0
  • Data changes: 0
  • Metadata changes: 0
data-diff: ❌ Found differences
= Dataset garden/growth/2024-05-16/gdp_historical
  = Table gdp_historical
    ~ Column gdp (changed metadata)
+       + 
+       +       [Text from [World Bank data catalog](https://datacatalog.worldbank.org/dataset/world-development-indicators)]
-       -     citation_full: World Development Indicators (WDI), The World Bank (2025).
        ?                                                      -----------------------
+       +     citation_full: World Bank's World Development Indicators (WDI).
        ?                         +++++++++++++
-       -       name: CC BY 4.0
+       +       name: Creative Commons Attribution 4.0
    ~ Column gdp_per_capita (changed metadata)
+       + 
+       +       [Text from [World Bank data catalog](https://datacatalog.worldbank.org/dataset/world-development-indicators)]
-       -     citation_full: World Development Indicators (WDI), The World Bank (2025).
        ?                                                      -----------------------
+       +     citation_full: World Bank's World Development Indicators (WDI).
        ?                         +++++++++++++
-       -       name: CC BY 4.0
+       +       name: Creative Commons Attribution 4.0
~ Dataset garden/growth/2025-01-16/gdppc_vs_living_conditions
+   + 
+   +   [Text from [World Bank data catalog](https://datacatalog.worldbank.org/dataset/world-development-indicators)]
+   + licenses:
+   +   - name: Creative Commons Attribution 4.0
  = Table gdppc_vs_living_conditions
    ~ Column access_to_electricity (changed metadata)
+       + 
+       +       [Text from [World Bank data catalog](https://datacatalog.worldbank.org/dataset/world-development-indicators)]
-       -     citation_full: World Development Indicators (WDI), The World Bank (2025).
        ?                                                      -----------------------
+       +     citation_full: World Bank's World Development Indicators (WDI).
        ?                         +++++++++++++
-       -       name: CC BY 4.0
+       +       name: Creative Commons Attribution 4.0
    ~ Column gdp_per_capita (changed metadata)
+       + 
+       +       [Text from [World Bank data catalog](https://datacatalog.worldbank.org/dataset/world-development-indicators)]
-       -     citation_full: World Development Indicators (WDI), The World Bank (2025).
        ?                                                      -----------------------
+       +     citation_full: World Bank's World Development Indicators (WDI).
        ?                         +++++++++++++
-       -       name: CC BY 4.0
+       +       name: Creative Commons Attribution 4.0
    ~ Column physicians_per_1000_people (changed metadata)
+       + 
+       +       [Text from [World Bank data catalog](https://datacatalog.worldbank.org/dataset/world-development-indicators)]
-       -     citation_full: World Development Indicators (WDI), The World Bank (2025).
        ?                                                      -----------------------
+       +     citation_full: World Bank's World Development Indicators (WDI).
        ?                         +++++++++++++
-       -       name: CC BY 4.0
+       +       name: Creative Commons Attribution 4.0
~ Dataset garden/health/2025-01-22/unaids (new version)
-   -   This report makes clear that there is a path to end AIDS. Taking that path will help ensure preparedness to address other pandemic challenges, and advance progress across the Sustainable Development Goals. The data and real-world examples in the report make it very clear what that path is. It is not a mystery. It is a choice. Some leaders are already following the path—and succeeding. It is inspiring to note that Botswana, Eswatini, Rwanda, the United Republic of Tanzania and Zimbabwe have already achieved the 95–95–95 targets, and at least 16 other countries (including eight in sub-Saharan Africa) are close to doing so.
+   +   This UNAIDS 2024 report brings together new data and case studies which demonstrate that the decisions and policy choices taken by world leaders this year will decide the fate of millions of lives and whether the world's deadliest pandemic is overcome.
-   - version: '2023-08-09'
    ?              ^  ^ ^^
+   + version: '2025-01-22'
    ?              ^  ^ ^^
+ + Table gam_age_sex
+   + Column att_tow_wife_beating
+   + Column demand_family_planning
+   + Column hiv_pos_rate
+   + Column prevalence_ipv
+   + Column pwid_ost_coverage
+ + Table gam_age
+   + Column male_circumcisions_performed
+ + Table gam_estimates
+   + Column comanagement_tb_hiv
+   + Column hiv_new_tb_cases
+   + Column incident_tb_cases
+   + Column tb_related_deaths
+ + Table gam_sex
+   + Column knowledge_in_young_people
+ + Table epi
+   + Column aids_mortality_1000_pop
+   + Column coverage_mothers_receiving_arv
+   + Column hiv_incidence
+   + Column hiv_prevalence
+   + Column imr
+   + Column ipr
+   + Column mtct_rate
+   + Column pct_change_aids_deaths_2010
+   + Column pct_change_new_infections_2010
+   + Column people_unsupp_vl
+   + Column percent_art_vl_suppressed
+   + Column percent_know_status_on_art
+   + Column percent_plwh
+   + Column plhiv_knowledge_of_status
+   + Column viral_load_suppression
+   + Column aids_deaths
+   + Column aids_orphans
+   + Column children_exposed_uninfected
+   + Column deaths_plhiv_all_causes
+   + Column infections_averted_pmtct
+   + Column new_infections
+   + Column plwh
+   + Column deaths_averted_art
+   + Column mothers_needing_arv_for_pmtct
+   + Column mothers_receiving_arv_for_pmtct
+   + Column people_receiving_art
+   + Column number_plhiv_knowledge_of_status
+   + Column art_none_preg_child_inf_preg
+   + Column art_drop_bf_child_inf
+   + Column art_drop_preg_child_inf
+   + Column mother_child_inf_bf
+   + Column mother_child_inf_preg
+   + Column art_none_bf
+   + Column art_start_before_preg_child_inf_bf
+   + Column art_start_before_preg_child_inf_preg
+   + Column art_start_during_preg_child_inf_bf
+   + Column art_start_child_inf_during_preg
+   + Column art_start_late_preg_child_inf_bf
+   + Column art_start_late_preg_child_inf_preg
+   + Column number_viral_suppression
+ + Table gam_age_sex_group
+   + Column art_coverage
+   + Column avoidance_care
+   + Column condom_use
+   + Column discriminatory_attitudes
+   + Column experience_stigma
+   + Column hiv_prevalence
+   + Column hiv_programmes_coverage
+   + Column hiv_status_awareness
+   + Column pwid_safety
+   + Column hiv_tests
+ + Table gam
+   + Column expenditure_tb_hiv_activities
+   + Column plhiv_current_tb_preventative
+   + Column plhiv_in_care_with_active_tb
+   + Column plhiv_receiving_tb_preventive_therapy
+   + Column prisoners_tb
+   + Column pwid_needles
+   + Column resource_needs_ft
+   + Column tb_expenditure
+   + Column tb_patients_documented_hiv_positive_status
+   + Column tb_patients_documented_hiv_status
+   + Column new_relapse_tb_cases
+   + Column notified_tb_cases
+   + Column hiv_tb_patients_receiving_art
+   + Column hiv_tb_patients_receiving_cpt
+   + Column hiv_tb_patients_under_ipt
+   + Column tb_patients_tested_positive_hiv
+   + Column hiv_care
+   + Column newly_enrolled_care
+   + Column hiv_tb_diagnosis
+   + Column prisoners_condoms_distributed
+   + Column prisoners_ost
+   + Column num_art_init_tpt
+   + Column people_on_prep
+   + Column plhiv_current_enrolled
+   + Column plhiv_current_treatment_tb
+   + Column people_art_elig_tpt
+   + Column people_art_elig_tpt_strt
+   + Column prop_art_tpt_start
+   + Column per_tpt_art_cmplt
+   + Column num_art_complt_tpt
+   + Column people_new_art_elig_tpt_strt
+   + Column prop_new_art_tpt_strt
+   + Column pwid_needles_distributed
- - Table unaids
-   - Column aids_deaths
-   - Column aids_orphans
-   - Column condom_use
-   - Column deaths_averted_art
-   - Column discriminatory_attitudes
-   - Column domestic_spending_fund_source
-   - Column gap_on_art
-   - Column hiv_incidence
-   - Column hiv_prevalence
-   - Column infections_averted_pmtct
-   - Column knowledge_in_young_people
-   - Column msm_condom_use
-   - Column new_infections
-   - Column resource_avail_constant
-   - Column resource_needs_ft
-   - Column domestic_spending_fund_source_per_capita
-   - Column hiv_tb_patients_receiving_art
-   - Column tb_patients_tested_positive_hiv
-   - Column tb_related_deaths
+ + Table gam_age_group
+   + Column prevalence_male_circumcision
+   + Column hiv_self_tests
+ + Table gam_sex_group
+   + Column experience_violence
+   + Column syphilis_prevalence
+   + Column condoms_distributed
+ + Table gam_hepatitis
+   + Column viral_hepatitis
+ + Table gam_group
+   + Column discrimination_hc_settings
+   + Column domestic_spending_fund_source
+   + Column resource_avail_constant
+   + Column population
+   + Column condoms_distributed_pp
~ Dataset garden/oecd/2024-12-30/family_database
-   - title: OECD Family Database
    ?                         -
+   + title: OECD Family Dabatabse
    ?                     ++
  ~ Table family_database (changed metadata)
-     - title: OECD Family Database
      ?                         -
+     + title: OECD Family Dabatabse
      ?                     ++
    ~ Column child_poverty_rate (changed metadata)
-       -     title: OECD Family Database
        ?                             -
+       +     title: OECD Family Dabatabse
        ?                         ++
    ~ Column divorce_rate (changed metadata)
-       -     title: OECD Family Database
        ?                             -
+       +     title: OECD Family Dabatabse
        ?                         ++
    ~ Column employment_rates__pct__for_all_mothers__15_64_year_olds__with_at_least_one_child_under_15 (changed metadata)
-       -     title: OECD Family Database
        ?                             -
+       +     title: OECD Family Dabatabse
        ?                         ++
    ~ Column employment_rates__pct__for_partnered_mothers__15_64_year_olds__with_at_least_one_child_under_15 (changed metadata)
-       -     title: OECD Family Database
        ?                             -
+       +     title: OECD Family Dabatabse
        ?                         ++
    ~ Column employment_rates__pct__for_sole_parent_mothers__15_64_year_olds__with_at_least_one_child_under_15 (changed metadata)
-       -     title: OECD Family Database
        ?                             -
+       +     title: OECD Family Dabatabse
        ?                         ++
    ~ Column length_of_paid_maternity__parental_and_home_care_leave_available_to_mothers_in_weeks (changed metadata)
-       -     title: OECD Family Database
        ?                             -
+       +     title: OECD Family Dabatabse
        ?                         ++
    ~ Column length_of_paid_paternity_and_parental_leave_reserved_for_fathers_in_weeks (changed metadata)
-       -     title: OECD Family Database
        ?                             -
+       +     title: OECD Family Dabatabse
        ?                         ++
    ~ Column marriage_rate (changed metadata)
-       -     title: OECD Family Database
        ?                             -
+       +     title: OECD Family Dabatabse
        ?                         ++
    ~ Column proportion__pct__of_children__aged_0_14__that_live_in_households_where_all_adults_are_in_employment__working (changed metadata)
-       -     title: OECD Family Database
        ?                             -
+       +     title: OECD Family Dabatabse
        ?                         ++
    ~ Column proportion__pct__of_children__aged_0_17__living_in_other_types_of_household (changed metadata)
-       -     title: OECD Family Database
        ?                             -
+       +     title: OECD Family Dabatabse
        ?                         ++
    ~ Column proportion__pct__of_children__aged_0_17__living_with_a_single_parent (changed metadata)
-       -     title: OECD Family Database
        ?                             -
+       +     title: OECD Family Dabatabse
        ?                         ++
    ~ Column proportion__pct__of_children__aged_0_17__living_with_two_parents (changed metadata)
-       -     title: OECD Family Database
        ?                             -
+       +     title: OECD Family Dabatabse
        ?                         ++
    ~ Column proportion__pct__of_children_aged_0_2_enrolled_in_formal_childcare_and_pre_school (changed metadata)
-       -     title: OECD Family Database
        ?                             -
+       +     title: OECD Family Dabatabse
        ?                         ++
    ~ Column public_social_expenditure_on_cash_benefits_for_families_as_a_pct_of_gdp (changed metadata)
-       -     title: OECD Family Database
        ?                             -
+       +     title: OECD Family Dabatabse
        ?                         ++
    ~ Column public_social_expenditure_on_services_and_in_kind_benefits_for_families_as_a_pct_of_gdp (changed metadata)
-       -     title: OECD Family Database
        ?                             -
+       +     title: OECD Family Dabatabse
        ?                         ++
    ~ Column public_social_expenditure_on_tax_breaks_for_families_as_a_pct_of_gdp (changed metadata)
-       -     title: OECD Family Database
        ?                             -
+       +     title: OECD Family Dabatabse
        ?                         ++
    ~ Column share_of_births_outside_of_marriage__pct_of_all_births (changed metadata)
-       -     title: OECD Family Database
        ?                             -
+       +     title: OECD Family Dabatabse
        ?                         ++
    ~ Column total_public_social_expenditure_on_families_as_a_pct_of_gdp (changed metadata)
-       -     title: OECD Family Database
        ?                             -
+       +     title: OECD Family Dabatabse
        ?                         ++
~ Dataset garden/worldbank_wdi/2025-01-24/wdi
+   + 
+   +   [Text from [World Bank data catalog](https://datacatalog.worldbank.org/dataset/world-development-indicators)]
+   + licenses:
+   +   - name: Creative Commons Attribution 4.0
  = Table wdi
    ~ Column ag_con_fert_pt_zs (changed metadata)
+       + 
+       +       [Text from [World Bank data catalog](https://datacatalog.worldbank.org/dataset/world-development-indicators)]
-       -     citation_full: World Development Indicators (WDI), The World Bank (2025).
        ?                                                      -----------------------
+       +     citation_full: World Bank's World Development Indicators (WDI).
        ?                         +++++++++++++
-       -       name: CC BY 4.0
+       +       name: Creative Commons Attribution 4.0
    ~ Column ag_con_fert_zs (changed metadata)
+       + 
+       +       [Text from [World Bank data catalog](https://datacatalog.worldbank.org/dataset/world-development-indicators)]
-       -     citation_full: World Development Indicators (WDI), The World Bank (2025).
        ?                                                      -----------------------
+       +     citation_full: World Bank's World Development Indicators (WDI).
        ?                         +++++++++++++
-       -       name: CC BY 4.0
+       +       name: Creative Commons Attribution 4.0
    ~ Column ag_lnd_agri_k2 (changed metadata)
+       + 
+       +       [Text from [World Bank data catalog](https://datacatalog.worldbank.org/dataset/world-development-indicators)]
-       -     citation_full: World Development Indicators (WDI), The World Bank (2025).
        ?                                                      -----------------------
+       +     citation_full: World Bank's World Development Indicators (WDI).
        ?                         +++++++++++++
-       -       name: CC BY 4.0
+       +       name: Creative Commons Attribution 4.0
    ~ Column ag_lnd_agri_zs (changed metadata)
+       + 
+       +       [Text from [World Bank data catalog](https://datacatalog.worldbank.org/dataset/world-development-indicators)]
-       -     citation_full: World Development Indicators (WDI), The World Bank (2025).
        ?                                                      -----------------------
+       +     citation_full: World Bank's World Development Indicators (WDI).
        ?                         +++++++++++++
-       -       name: CC BY 4.0
+       +       name: Creative Commons Attribution 4.0
    ~ Column ag_lnd_arbl_ha (changed metadata)
+       + 
+       +       [Text from [World Bank data catalog](https://datacatalog.worldbank.org/dataset/world-development-indicators)]
-       -     citation_full: World Development Indicators (WDI), The World Bank (2025).
        ?                                                      -----------------------
+       +     citation_full: World Bank's World Development Indicators (WDI).
        ?                         +++++++++++++
-       -       name: CC BY 4.0
+       +       name: Creative Commons Attribution 4.0
    ~ Column ag_lnd_arbl_ha_pc (changed metadata)
+       + 
+       +       [Text from [World Bank data catalog](https://datacatalog.worldbank.org/dataset/world-development-indicators)]
-       -     citation_full: World Development Indicators (WDI), The World Bank (2025).
        ?                                                      -----------------------
+       +     citation_full: World Bank's World Development Indicators (WDI).
        ?                         +++++++++++++
-       -       name: CC BY 4.0
+       +       name: Creative Commons Attribution 4.0
    ~ Column ag_lnd_arbl_zs (changed metadata)
+       + 
+       +       [Text from [World Bank data catalog](https://datacatalog.worldbank.org/dataset/world-development-indicators)]
-       -     citation_full: World Development Indicators (WDI), The World Bank (2025).
        ?                                                      -----------------------
+       +     citation_full: World Bank's World Development Indicators (WDI).
        ?                         +++++++++++++
-       -       name: CC BY 4.0
+       +       name: Creative Commons Attribution 4.0
    ~ Column ag_lnd_crel_ha (changed metadata)
+       + 
+       +       [Text from [World Bank data catalog](https://datacatalog.worldbank.org/dataset/world-development-indicators)]
-       -     citation_full: World Development Indicators (WDI), The World Bank (2025).
        ?                                                      -----------------------
+       +     citation_full: World Bank's World Development Indicators (WDI).
        ?                         +++++++++++++
-       -       name: CC BY 4.0
+       +       name: Creative Commons Attribution 4.0
    ~ Column ag_lnd_crop_zs (changed metadata)
+       + 
+       +       [Text from [World Bank data catalog](https://datacatalog.worldbank.org/dataset/world-development-indicators)]
-       -     citation_full: World Development Indicators (WDI), The World Bank (2025).
        ?                                                      -----------------------
+       +     citation_full: World Bank's World Development Indicators (WDI).
        ?                         +++++++++++++
-       -       name: CC BY 4.0
+       +       name: Creative Commons Attribution 4.0
    ~ Column ag_lnd_el5m_ru_k2 (changed metadata)
+       + 
+       +       [Text from [World Bank data catalog](https://datacatalog.worldbank.org/dataset/world-development-indicators)]
-       -     citation_full: World Development Indicators (WDI), The World Bank (2025).
        ?                                                      -----------------------
+       +     citation_full: World Bank's World Development Indicators (WDI).
        ?                         +++++++++++++
-       -       name: CC BY 4.0
+       +       name: Creative Commons Attribution 4.0
    ~ Column ag_lnd_el5m_ru_zs (changed metadata)
+       + 
+       +       [Text from [World Bank data catalog](https://datacatalog.worldbank.org/dataset/world-development-indicators)]
-       -     citation_full: World Development Indicators (WDI), The World Bank (2025).
        ?                                                      -----------------------
+       +     citation_full: World Bank's World Development Indicators (WDI).
        ?                         +++++++++++++
-       -       name: CC BY 4.0
+       +       name: Creative Commons Attribution 4.0
    ~ Column ag_lnd_el5m_ur_k2 (changed metadata)
+       + 
+       +       [Text from [World Bank data catalog](https://datacatalog.worldbank.org/dataset/world-development-indicators)]
-       -     citation_full: World Development Indicators (WDI), The World Bank (2025).
        ?                                                      -----------------------
+       +     citation_full: World Bank's World Development Indicators (WDI).
        ?                         +++++++++++++
-       -       name: CC BY 4.0
+       +       name: Creative Commons Attribution 4.0
    ~ Column ag_lnd_el5m_ur_zs (changed metadata)
+       + 
+       +       [Text from [World Bank data catalog](https://datacatalog.worldbank.org/dataset/world-development-indicators)]
-       -     citation_full: World Development Indicators (WDI), The World Bank (2025).
        ?                                                      -----------------------
+       +     citation_full: World Bank's World Development Indicators (WDI).
        ?                         +++++++++++++
-       -       name: CC BY 4.0
+       +       name: Creative Commons Attribution 4.0
    ~ Column ag_lnd_el5m_zs (changed metadata)
+       + 
+       +       [Text from [World Bank data catalog](https://datacatalog.worldbank.org/dataset/world-development-indicators)]
-       -     citation_full: World Development Indicators (WDI), The World Bank (2025).
        ?                                                      -----------------------
+       +     citation_full: World Bank's World Development Indicators (WDI).
        ?                         +++++++++++++
-       -       name: CC BY 4.0
+       +       name: Creative Commons Attribution 4.0
    ~ Column ag_lnd_frst_k2 (changed metadata)
+       + 
+       +       [Text from [World Bank data catalog](https://datacatalog.worldbank.org/dataset/world-development-indicators)]
-       -     citation_full: World Development Indicators (WDI), The World Bank (2025).
        ?                                                      -----------------------
+       +     citation_full: World Bank's World Development Indicators (WDI).
        ?                         +++++++++++++
-       -       name: CC BY 4.0
+       +       name: Creative Commons Attribution 4.0
    ~ Column ag_lnd_frst_zs (changed metadata)
+       + 
+       +       [Text from [World Bank data catalog](https://datacatalog.worldbank.org/dataset/world-development-indicators)]
-       -     citation_full: World Development Indicators (WDI), The World Bank (2025).
        ?                                                      -----------------------
+       +     citation_full: World Bank's World Development Indicators (WDI).
        ?                         +++++++++++++
-       -       name: CC BY 4.0
+       +       name: Creative Commons Attribution 4.0
    ~ Column ag_lnd_irig_ag_zs (changed metadata)
+       + 
+       +       [Text from [World Bank data catalog](https://datacatalog.worldbank.org/dataset/world-development-indicators)]
-       -     citation_full: World Development Indicators (WDI), The World Bank (2025).
        ?                                                      -----------------------
+       +     citation_full: World Bank's World Development Indicators (WDI).
        ?                         +++++++++++++
-       -       name: CC BY 4.0
+       +       name: Creative Commons Attribution 4.0
    ~ Column ag_lnd_prcp_mm (changed metadata)
+       + 
+       +       [Text from [World Bank data catalog](https://datacatalog.worldbank.org/dataset/world-development-indicators)]
-       -     citation_full: World Development Indicators (WDI), The World Bank (2025).
        ?                                                      -----------------------
+       +     citation_full: World Bank's World Development Indicators (WDI).
        ?                         +++++++++++++
-       -       name: CC BY 4.0
+       +       name: Creative Commons Attribution 4.0
    ~ Column ag_lnd_totl_k2 (changed metadata)
+       + 
+       +       [Text from [World Bank data catalog](https://datacatalog.worldbank.org/dataset/world-development-indicators)]
-       -     citation_full: World Development Indicators (WDI), The World Bank (2025).
        ?                                                      -----------------------
+       +     citation_full: World Bank's World Development Indicators (WDI).
        ?                         +++++++++++++
-       -       name: CC BY 4.0
+       +       name: Creative Commons Attribution 4.0
    ~ Column ag_lnd_totl_ru_k2 (changed metadata)
+       + 
+       +       [Text from [World Bank data catalog](https://datacatalog.worldbank.org/dataset/world-development-indicators)]
-       -     citation_full: World Development Indicators (WDI), The World Bank (2025).
        ?                                                      -----------------------
+       +     citation_full: World Bank's World Development Indicators (WDI).
        ?                         +++++++++++++
-       -       name: CC BY 4.0
+       +       name: Creative Commons Attribution 4.0
    ~ Column ag_lnd_totl_ur_k2 (changed metadata)
+       + 
+       +       [Text from [World Bank data catalog](https://datacatalog.worldbank.org/dataset/world-development-indicators)]
-       -     citation_full: World Development Indicators (WDI), The World Bank (2025).
        ?                                                      -----------------------
+       +     citation_full: World Bank's World Development Indicators (WDI).
        ?                         +++++++++++++
-       -       name: CC BY 4.0
+       +       name: Creative Commons Attribution 4.0
    ~ Column ag_prd_crel_mt (changed metadata)
+       + 
+       +       [Text from [World Bank data catalog](https://datacatalog.worldbank.org/dataset/world-development-indicators)]
-       -     citation_full: World Development Indicators (WDI), The World Bank (2025).
        ?                                                      -----------------------
+       +     citation_full: World Bank's World Development Indicators (WDI).
        ?                         +++++++++++++
-       -       name: CC BY 4.0
+       +       name: Creative Commons Attribution 4.0
    ~ Column ag_prd_crop_xd (changed metadata)
+       + 
+       +       [Text from [World Bank data catalog](https://datacatalog.worldbank.org/dataset/world-development-indicators)]
-       -     citation_full: World Development Indicators (WDI), The World Bank (2025).
        ?                                                      -----------------------
+       +     citation_full: World Bank's World Development Indicators (WDI).
        ?                         +++++++++++++
-       -       name: CC BY 4.0
+       +       name: Creative Commons Attribution 4.0
    ~ Column ag_prd_food_xd (changed metadata)
+       + 
+       +       [Text from [World Bank data catalog](https://datacatalog.worldbank.org/dataset/world-development-indicators)]
-       -     citation_full: World Development Indicators (WDI), The World Bank (2025).
        ?                                                      -----------------------
+       +     citation_full: World Bank's World Development Indicators (WDI).
        ?                         +++++++++++++
-       -       name: CC BY 4.0
+       +       name: Creative Commons Attribution 4.0
    ~ Column ag_prd_lvsk_xd (changed metadata)
+       + 
+       +       [Text from [World Bank data catalog](https://datacatalog.worldbank.org/dataset/world-development-indicators)]
-       -     citation_full: World Development Indicators (WDI), The World Bank (2025).
        ?                                                      -----------------------
+       +     citation_full: World Bank's World Development Indicators (WDI).
        ?                         +++++++++++++
-       -       name: CC BY 4.0
+       +       name: Creative Commons Attribution 4.0
    ~ Column ag_srf_totl_k2 (changed metadata)
+       + 
+       +       [Text from [World Bank data catalog](https://datacatalog.worldbank.org/dataset/world-development-indicators)]
-       -     citation_full: World Development Indicators (WDI), The World Bank (2025).
        ?                                                      -----------------------
+       +     citation_full: World Bank's World Development Indicators (WDI).
        ?                         +++++++++++++
-       -       name: CC BY 4.0
+       +       name: Creative Commons Attribution 4.0
    ~ Column ag_yld_crel_kg (changed metadata)
+       + 
+       +       [Text from [World Bank data catalog](https://datacatalog.worldbank.org/dataset/world-development-indicators)]
-       -     citation_full: World Development Indicators (WDI), The World Bank (2025).
        ?                                                      -----------------------
+       +     citation_full: World Bank's World Development Indicators (WDI).
        ?                         +++++++++++++
-       -       name: CC BY 4.0
+       +       name: Creative Commons Attribution 4.0
    ~ Column armed_forces_share_population (changed metadata)
+       + 
+       +       [Text from [World Bank data catalog](https://datacatalog.worldbank.org/dataset/world-development-indicators)]
-       -     citation_full: World Development Indicators (WDI), The World Bank (2025).
        ?                                                      -----------------------
+       +     citation_full: World Bank's World Development Indicators (WDI).
        ?                         +++++++++++++
-       -       name: CC BY 4.0
+       +       name: Creative Commons Attribution 4.0
    ~ Column bg_gsr_nfsv_gd_zs (changed metadata)
+       + 
+       +       [Text from [World Bank data catalog](https://datacatalog.worldbank.org/dataset/world-development-indicators)]
-       -     citation_full: World Development Indicators (WDI), The World Bank (2025).
        ?                                                      -----------------------
+       +     citation_full: World Bank's World Development Indicators (WDI).
        ?                         +++++++++++++
-       -       name: CC BY 4.0
+       +       name: Creative Commons Attribution 4.0
    ~ Column bm_gsr_cmcp_zs (changed metadata)
+       + 
+       +       [Text from [World Bank data catalog](https://datacatalog.worldbank.org/dataset/world-development-indicators)]
-       -     citation_full: World Development Indicators (WDI), The World Bank (2025).
        ?                                                      -----------------------
+       +     citation_full: World Bank's World Development Indicators (WDI).
        ?                         +++++++++++++
-       -       name: CC BY 4.0
+       +       name: Creative Commons Attribution 4.0
    ~ Column bm_gsr_fcty_cd (changed metadata)
+       + 
+       +       [Text from [World Bank data catalog](https://datacatalog.worldbank.org/dataset/world-development-indicators)]
-       -     citation_full: World Development Indicators (WDI), The World Bank (2025).
        ?                                                      -----------------------
+       +     citation_full: World Bank's World Development Indicators (WDI).
        ?                         +++++++++++++
-       -       name: CC BY 4.0
+       +       name: Creative Commons Attribution 4.0
    ~ Column bm_gsr_gnfs_cd (changed metadata)
+       + 
+       +       [Text from [World Bank data catalog](https://datacatalog.worldbank.org/dataset/world-development-indicators)]
-       -     citation_full: World Development Indicators (WDI), The World Bank (2025).
        ?                                                      -----------------------
+       +     citation_full: World Bank's World Development Indicators (WDI).
        ?                         +++++++++++++
-       -       name: CC BY 4.0
+       +       name: Creative Commons Attribution 4.0
    ~ Column bm_gsr_insf_zs (changed metadata)
+       + 
+       +       [Text from [World Bank data catalog](https://datacatalog.worldbank.org/dataset/world-development-indicators)]
-       -     citation_full: World Development Indicators (WDI), The World Bank (2025).
        ?                                                      -----------------------
+       +     citation_full: World Bank's World Development Indicators (WDI).
        ?                         +++++++++++++
-       -       name: CC BY 4.0
+       +       name: Creative Commons Attribution 4.0
    ~ Column bm_gsr_mrch_cd (changed metadata)
+       + 
+       +       [Text from [World Bank data catalog](https://datacatalog.worldbank.org/dataset/world-development-indicators)]
-       -     citation_full: World Development Indicators (WDI), The World Bank (2025).
        ?                                                      -----------------------
+       +     citation_full: World Bank's World Development Indicators (WDI).
        ?                         +++++++++++++
-       -       name: CC BY 4.0
+       +       name: Creative Commons Attribution 4.0
    ~ Column bm_gsr_nfsv_cd (changed metadata)
+       + 
+       +       [Text from [World Bank data catalog](https://datacatalog.worldbank.org/dataset/world-development-indicators)]
-       -     citation_full: World Development Indicators (WDI), The World Bank (2025).
        ?                                                      -----------------------
+       +     citation_full: World Bank's World Development Indicators (WDI).
        ?                         +++++++++++++
-       -       name: CC BY 4.0
+       +       name: Creative Commons Attribution 4.0
    ~ Column bm_gsr_royl_cd (changed metadata)
+       + 
+       +       [Text from [World Bank data catalog](https://datacatalog.worldbank.org/dataset/world-development-indicators)]
-       -     citation_full: World Development Indicators (WDI), The World Bank (2025).
        ?                                                      -----------------------
+       +     citation_full: World Bank's World Development Indicators (WDI).
        ?                         +++++++++++++
-       -       name: CC BY 4.0
+       +       name: Creative Commons Attribution 4.0
    ~ Column bm_gsr_totl_cd (changed metadata)
+       + 
+       +       [Text from [World Bank data catalog](https://datacatalog.worldbank.org/dataset/world-development-indicators)]
-       -     citation_full: World Development Indicators (WDI), The World Bank (2025).
        ?                                                      -----------------------
+       +     citation_full: World Bank's World Development Indicators (WDI).
        ?                         +++++++++++++
-       -       name: CC BY 4.0
+       +       name: Creative Commons Attribution 4.0
    ~ Column bm_gsr_tran_zs (changed metadata)
+       + 
+       +       [Text from [World Bank data catalog](https://datacatalog.worldbank.org/dataset/world-development-indicators)]
-       -     citation_full: World Development Indicators (WDI), The World Bank (2025).
        ?                                                      -----------------------
+       +     citation_full: World Bank's World Development Indicators (WDI).
        ?                         +++++++++++++
-       -       name: CC BY 4.0
+       +       name: Creative Commons Attribution 4.0
    ~ Column bm_gsr_trvl_zs (changed metadata)
+       + 
+       +       [Text from [World Bank data catalog](https://datacatalog.worldbank.org/dataset/world-development-indicators)]
-       -     citation_full: World Development Indicators (WDI), The World Bank (2025).
        ?                                                      -----------------------
+       +     citation_full: World Bank's World Development Indicators (WDI).
        ?                         +++++++++++++
-       -       name: CC BY 4.0
+       +       name: Creative Commons Attribution 4.0
    ~ Column bm_klt_dinv_cd_wd (changed metadata)
+       + 
+       +       [Text from [World Bank data catalog](https://datacatalog.worldbank.org/dataset/world-development-indicators)]
-       -     citation_full: World Development Indicators (WDI), The World Bank (2025).
        ?                                                      -----------------------
+       +     citation_full: World Bank's World Development Indicators (WDI).
        ?                         +++++++++++++
-       -       name: CC BY 4.0
+       +       name: Creative Commons Attribution 4.0
    ~ Column bm_klt_dinv_wd_gd_zs (changed metadata)
+       + 
+       +       [Text from [World Bank data catalog](https://datacatalog.worldbank.org/dataset/world-development-indicators)]
-       -     citation_full: World Development Indicators (WDI), The World Bank (2025).
        ?                                                      -----------------------
+       +     citation_full: World Bank's World Development Indicators (WDI).
        ?                         +++++++++++++
-       -       name: CC BY 4.0
+       +       name: Creative Commons Attribution 4.0
    ~ Column bm_trf_prvt_cd (changed metadata)
+       + 
+       +       [Text from [World Bank data catalog](https://datacatalog.worldbank.org/dataset/world-development-indicators)]
-       -     citation_full: World Development Indicators (WDI), The World Bank (2025).
        ?                                                      -----------------------
+       +     citation_full: World Bank's World Development Indicators (WDI).
        ?                         +++++++++++++
-       -       name: CC BY 4.0
+       +       name: Creative Commons Attribution 4.0
    ~ Column bm_trf_pwkr_cd_dt (changed metadata)
+       + 
+       +       [Text from [World Bank data catalog](https://datacatalog.worldbank.org/dataset/world-development-indicators)]
-       -     citation_full: World Development Indicators (WDI), The World Bank (2025).
        ?                                                      -----------------------
+       +     citation_full: World Bank's World Development Indicators (WDI).
        ?                         +++++++++++++
-       -       name: CC BY 4.0
+       +       name: Creative Commons Attribution 4.0
    ~ Column bn_cab_xoka_cd (changed metadata)
+       + 
+       +       [Text from [World Bank data catalog](https://datacatalog.worldbank.org/dataset/world-development-indicators)]
-       -     citation_full: World Development Indicators (WDI), The World Bank (2025).
        ?                                                      -----------------------
+       +     citation_full: World Bank's World Development Indicators (WDI).
        ?                         +++++++++++++
-       -       name: CC BY 4.0
+       +       name: Creative Commons Attribution 4.0
    ~ Column bn_cab_xoka_gd_zs (changed metadata)
+       + 
+       +       [Text from [World Bank data catalog](https://datacatalog.worldbank.org/dataset/world-development-indicators)]
-       -     citation_full: World Development Indicators (WDI), The World Bank (2025).
        ?                                                      -----------------------
+       +     citation_full: World Bank's World Development Indicators (WDI).
        ?                         +++++++++++++
-       -       name: CC BY 4.0
+       +       name: Creative Commons Attribution 4.0
    ~ Column bn_fin_totl_cd (changed metadata)
+       + 
+       +       [Text from [World Bank data catalog](https://datacatalog.worldbank.org/dataset/world-development-indicators)]
-       -     citation_full: World Development Indicators (WDI), The World Bank (2025).
        ?                                                      -----------------------
+       +     citation_full: World Bank's World Development Indicators (WDI).
        ?                         +++++++++++++
-       -       name: CC BY 4.0
+       +       name: Creative Commons Attribution 4.0
    ~ Column bn_gsr_fcty_cd (changed metadata)
+       + 
+       +       [Text from [World Bank data catalog](https://datacatalog.worldbank.org/dataset/world-development-indicators)]
-       -     citation_full: World Development Indicators (WDI), The World Bank (2025).
        ?                                                      -----------------------
+       +     citation_full: World Bank's World Development Indicators (WDI).
        ?                         +++++++++++++
-       -       name: CC BY 4.0
+       +       name: Creative Commons Attribution 4.0
    ~ Column bn_gsr_gnfs_cd (changed metadata)
+       + 
+       +       [Text from [World Bank data catalog](https://datacatalog.worldbank.org/dataset/world-development-indicators)]
-       -     citation_full: World Development Indicators (WDI), The World Bank (2025).
        ?                                                      -----------------------
+       +     citation_full: World Bank's World Development Indicators (WDI).
        ?                         +++++++++++++
-       -       name: CC BY 4.0
+       +       name: Creative Commons Attribution 4.0
    ~ Column bn_gsr_mrch_cd (changed metadata)
+       + 
+       +       [Text from [World Bank data catalog](https://datacatalog.worldbank.org/dataset/world-development-indicators)]
-       -     citation_full: World Development Indicators (WDI), The World Bank (2025).
        ?                                                      -----------------------
+       +     citation_full: World Bank's World Development Indicators (WDI).
        ?                         +++++++++++++
-       -       name: CC BY 4.0
+       +       name: Creative Commons Attribution 4.0
    ~ Column bn_kac_eoms_cd (changed metadata)
+       + 
+       +       [Text from [World Bank data catalog](https://datacatalog.worldbank.org/dataset/world-development-indicators)]
-       -     citation_full: World Development Indicators (WDI), The World Bank (2025).
        ?                                                      -----------------------
+       +     citation_full: World Bank's World Development Indicators (WDI).
        ?                         +++++++++++++
-       -       name: CC BY 4.0
+       +       name: Creative Commons Attribution 4.0
    ~ Column bn_klt_dinv_cd (changed metadata)
+       + 
+       +       [Text from [World Bank data catalog](https://datacatalog.worldbank.org/dataset/world-development-indicators)]
-       -     citation_full: World Development Indicators (WDI), The World Bank (2025).
        ?                                                      -----------------------
+       +     citation_full: World Bank's World Development Indicators (WDI).
        ?                         +++++++++++++
-       -       name: CC BY 4.0
+       +       name: Creative Commons Attribution 4.0
    ~ Column bn_klt_ptxl_cd (changed metadata)
+       + 
+       +       [Text from [World Bank data catalog](https://datacatalog.worldbank.org/dataset/world-development-indicators)]
-       -     citation_full: World Development Indicators (WDI), The World Bank (2025).
        ?                                                      -----------------------
+       +     citation_full: World Bank's World Development Indicators (WDI).
        ?                         +++++++++++++
-       -       name: CC BY 4.0
+       +       name: Creative Commons Attribution 4.0
    ~ Column bn_res_incl_cd (changed metadata)
+       + 
+       +       [Text from [World Bank data catalog](https://datacatalog.worldbank.org/dataset/world-development-indicators)]
-       -     citation_full: World Development Indicators (WDI), The World Bank (2025).
        ?                                                      -----------------------
+       +     citation_full: World Bank's World Development Indicators (WDI).
        ?                         +++++++++++++
-       -       name: CC BY 4.0
+       +       name: Creative Commons Attribution 4.0
    ~ Column bn_trf_curr_cd (changed metadata)
+       + 
+       +       [Text from [World Bank data catalog](https://datacatalog.worldbank.org/dataset/world-development-indicators)]
-       -     citation_full: World Development Indicators (WDI), The World Bank (2025).
        ?                                                      -----------------------
+       +     citation_full: World Bank's World Development Indicators (WDI).
        ?                         +++++++++++++
-       -       name: CC BY 4.0
+       +       name: Creative Commons Attribution 4.0
    ~ Column bn_trf_kogt_cd (changed metadata)
+       + 
+       +       [Text from [World Bank data catalog](https://datacatalog.worldbank.org/dataset/world-development-indicators)]
-       -     citation_full: World Development Indicators (WDI), The World Bank (2025).
        ?                                                      -----------------------
+       +     citation_full: World Bank's World Development Indicators (WDI).
        ?                         +++++++++++++
-       -       name: CC BY 4.0
+       +       name: Creative Commons Attribution 4.0
    ~ Column bx_grt_exta_cd_wd (changed metadata)
+       + 
+       +       [Text from [World Bank data catalog](https://datacatalog.worldbank.org/dataset/world-development-indicators)]
-       -     citation_full: World Development Indicators (WDI), The World Bank (2025).
        ?                                                      -----------------------
+       +     citation_full: World Bank's World Development Indicators (WDI).
        ?                         +++++++++++++
-       -       name: CC BY 4.0
+       +       name: Creative Commons Attribution 4.0
    ~ Column bx_grt_tech_cd_wd (changed metadata)
+       + 
+       +       [Text from [World Bank data catalog](https://datacatalog.worldbank.org/dataset/world-development-indicators)]
-       -     citation_full: World Development Indicators (WDI), The World Bank (2025).
        ?                                                      -----------------------
+       +     citation_full: World Bank's World Development Indicators (WDI).
        ?                         +++++++++++++
-       -       name: CC BY 4.0
+       +       name: Creative Commons Attribution 4.0
    ~ Column bx_gsr_ccis_cd (changed metadata)
+       + 
+       +       [Text from [World Bank data catalog](https://datacatalog.worldbank.org/dataset/world-development-indicators)]
-       -     citation_full: World Development Indicators (WDI), The World Bank (2025).
        ?                                                      -----------------------
+       +     citation_full: World Bank's World Development Indicators (WDI).
        ?                         +++++++++++++
-       -       name: CC BY 4.0
+       +       name: Creative Commons Attribution 4.0
    ~ Column bx_gsr_ccis_zs (changed metadata)
+       + 
+       +       [Text from [World Bank data catalog](https://datacatalog.worldbank.org/dataset/world-development-indicators)]
-       -     citation_full: World Development Indicators (WDI), The World Bank (2025).
        ?                                                      -----------------------
+       +     citation_full: World Bank's World Development Indicators (WDI).
        ?                         +++++++++++++
-       -       name: CC BY 4.0
+       +       name: Creative Commons Attribution 4.0
    ~ Column bx_gsr_cmcp_zs (changed metadata)
+       + 
+       +       [Text from [World Bank data catalog](https://datacatalog.worldbank.org/dataset/world-development-indicators)]
-       -     citation_full: World Development Indicators (WDI), The World Bank (2025).
        ?                                                      -----------------------
+       +     citation_full: World Bank's World Development Indicators (WDI).
        ?                         +++++++++++++
-       -       name: CC BY 4.0
+       +       name: Creative Commons Attribution 4.0
    ~ Column bx_gsr_fcty_cd (changed metadata)
+       + 
+       +       [Text from [World Bank data catalog](https://datacatalog.worldbank.org/dataset/world-development-indicators)]
-       -     citation_full: World Development Indicators (WDI), The World Bank (2025).
        ?                                                      -----------------------
+       +     citation_full: World Bank's World Development Indicators (WDI).
        ?                         +++++++++++++
-       -       name: CC BY 4.0
+       +       name: Creative Commons Attribution 4.0
    ~ Column bx_gsr_gnfs_cd (changed metadata)
+       + 
+       +       [Text from [World Bank data catalog](https://datacatalog.worldbank.org/dataset/world-development-indicators)]
-       -     citation_full: World Development Indicators (WDI), The World Bank (2025).
        ?                                                      -----------------------
+       +     citation_full: World Bank's World Development Indicators (WDI).
        ?                         +++++++++++++
-       -       name: CC BY 4.0
+       +       name: Creative Commons Attribution 4.0
    ~ Column bx_gsr_insf_zs (changed metadata)
+       + 
+       +       [Text from [World Bank data catalog](https://datacatalog.worldbank.org/dataset/world-development-indicators)]
-       -     citation_full: World Development Indicators (WDI), The World Bank (2025).
        ?                                                      -----------------------
+       +     citation_full: World Bank's World Development Indicators (WDI).
        ?                         +++++++++++++
-       -       name: CC BY 4.0
+       +       name: Creative Commons Attribution 4.0
    ~ Column bx_gsr_mrch_cd (changed metadata)
+       + 
+       +       [Text from [World Bank data catalog](https://datacatalog.worldbank.org/dataset/world-development-indicators)]
-       -     citation_full: World Development Indicators (WDI), The World Bank (2025).
        ?                                                      -----------------------
+       +     citation_full: World Bank's World Development Indicators (WDI).
        ?                         +++++++++++++
-       -       name: CC BY 4.0
+       +       name: Creative Commons Attribution 4.0
    ~ Column bx_gsr_nfsv_cd (changed metadata)
+       + 
+       +       [Text from [World Bank data catalog](https://datacatalog.worldbank.org/dataset/world-development-indicators)]
-       -     citation_full: World Development Indicators (WDI), The World Bank (2025).
        ?                                                      -----------------------
+       +     citation_full: World Bank's World Development Indicators (WDI).
        ?                         +++++++++++++
-       -       name: CC BY 4.0
+       +       name: Creative Commons Attribution 4.0
    ~ Column bx_gsr_royl_cd (changed metadata)
+       + 
+       +       [Text from [World Bank data catalog](https://datacatalog.worldbank.org/dataset/world-development-indicators)]
-       -     citation_full: World Development Indicators (WDI), The World Bank (2025).
        ?                                                      -----------------------
+       +     citation_full: World Bank's World Development Indicators (WDI).
        ?                         +++++++++++++
-       -       name: CC BY 4.0
+       +       name: Creative Commons Attribution 4.0
    ~ Column bx_gsr_totl_cd (changed metadata)
+       + 
+       +       [Text from [World Bank data catalog](https://datacatalog.worldbank.org/dataset/world-development-indicators)]
-       -     citation_full: World Development Indicators (WDI), The World Bank (2025).
        ?                                                      -----------------------
+       +     citation_full: World Bank's World Development Indicators (WDI).
        ?                         +++++++++++++
-       -       name: CC BY 4.0
+       +       name: Creative Commons Attribution 4.0
    ~ Column bx_gsr_tran_zs (changed metadata)
+       + 
+       +       [Text from [World Bank data catalog](https://datacatalog.worldbank.org/dataset/world-development-indicators)]
-       -     citation_full: World Development Indicators (WDI), The World Bank (2025).
        ?                                                      -----------------------
+       +     citation_full: World Bank's World Development Indicators (WDI).
        ?                         +++++++++++++
-       -       name: CC BY 4.0
+       +       name: Creative Commons Attribution 4.0
    ~ Column bx_gsr_trvl_zs (changed metadata)
+       + 
+       +       [Text from [World Bank data catalog](https://datacatalog.worldbank.org/dataset/world-development-indicators)]
-       -     citation_full: World Development Indicators (WDI), The World Bank (2025).
        ?                                                      -----------------------
+       +     citation_full: World Bank's World Development Indicators (WDI).
        ?                         +++++++++++++
-       -       name: CC BY 4.0
+       +       name: Creative Commons Attribution 4.0
    ~ Column bx_klt_dinv_cd_wd (changed metadata)
+       + 
+       +       [Text from [World Bank data catalog](https://datacatalog.worldbank.org/dataset/world-development-indicators)]
-       -     citation_full: World Development Indicators (WDI), The World Bank (2025).
        ?                                                      -----------------------
+       +     citation_full: World Bank's World Development Indicators (WDI).
        ?                         +++++++++++++
-       -       name: CC BY 4.0
+       +       name: Creative Commons Attribution 4.0
    ~ Column bx_klt_dinv_wd_gd_zs (changed metadata)
+       + 
+       +       [Text from [World Bank data catalog](https://datacatalog.worldbank.org/dataset/world-development-indicators)]
-       -     citation_full: World Development Indicators (WDI), The World Bank (2025).
        ?                                                      -----------------------
+       +     citation_full: World Bank's World Development Indicators (WDI).
        ?                         +++++++++++++
-       -       name: CC BY 4.0
+       +       name: Creative Commons Attribution 4.0
    ~ Column bx_pef_totl_cd_wd (changed metadata)
+       + 
+       +       [Text from [World Bank data catalog](https://datacatalog.worldbank.org/dataset/world-development-indicators)]
-       -     citation_full: World Development Indicators (WDI), The World Bank (2025).
        ?                                                      -----------------------
+       +     citation_full: World Bank's World Development Indicators (WDI).
        ?                         +++++++++++++
-       -       name: CC BY 4.0
+       +       name: Creative Commons Attribution 4.0
    ~ Column bx_trf_curr_cd (changed metadata)
+       + 
+       +       [Text from [World Bank data catalog](https://datacatalog.worldbank.org/dataset/world-development-indicators)]
-       -     citation_full: World Development Indicators (WDI), The World Bank (2025).
        ?                                                      -----------------------
+       +     citation_full: World Bank's World Development Indicators (WDI).
        ?                         +++++++++++++
-       -       name: CC BY 4.0
+       +       name: Creative Commons Attribution 4.0
    ~ Column bx_trf_pwkr_cd (changed metadata)
+       + 
+       +       [Text from [World Bank data catalog](https://datacatalog.worldbank.org/dataset/world-development-indicators)]
-       -     citation_full: World Development Indicators (WDI), The World Bank (2025).
        ?                                                      -----------------------
+       +     citation_full: World Bank's World Development Indicators (WDI).
        ?                         +++++++++++++
-       -       name: CC BY 4.0
+       +       name: Creative Commons Attribution 4.0
    ~ Column bx_trf_pwkr_cd_dt (changed metadata)
+       + 
+       +       [Text from [World Bank data catalog](https://datacatalog.worldbank.org/dataset/world-development-indicators)]
-       -     citation_full: World Development Indicators (WDI), The World Bank (2025).
        ?                                                      -----------------------
+       +     citation_full: World Bank's World Development Indicators (WDI).
        ?                         +++++++++++++
-       -       name: CC BY 4.0
+       +       name: Creative Commons Attribution 4.0
    ~ Column bx_trf_pwkr_dt_gd_zs (changed metadata)
+       + 
+       +       [Text from [World Bank data catalog](https://datacatalog.worldbank.org/dataset/world-development-indicators)]
-       -     citation_full: World Development Indicators (WDI), The World Bank (2025).
        ?                                                      -----------------------
+       +     citation_full: World Bank's World Development Indicators (WDI).
        ?                         +++++++++++++
-       -       name: CC BY 4.0
+       +       name: Creative Commons Attribution 4.0
    ~ Column cc_est (changed metadata)
+       + 
+       +       [Text from [World Bank data catalog](https://datacatalog.worldbank.org/dataset/world-development-indicators)]
-       -     citation_full: World Development Indicators (WDI), The World Bank (2025).
        ?                                                      -----------------------
+       +     citation_full: World Bank's World Development Indicators (WDI).
        ?                         +++++++++++++
-       -       name: CC BY 4.0
+       +       name: Creative Commons Attribution 4.0
    ~ Column cc_no_src (changed metadata)
+       + 
+       +       [Text from [World Bank data catalog](https://datacatalog.worldbank.org/dataset/world-development-indicators)]
-       -     citation_full: World Development Indicators (WDI), The World Bank (2025).
        ?                                                      -----------------------
+       +     citation_full: World Bank's World Development Indicators (WDI).
        ?                         +++++++++++++
-       -       name: CC BY 4.0
+       +       name: Creative Commons Attribution 4.0
    ~ Column cc_per_rnk (changed metadata)
+       + 
+       +       [Text from [World Bank data catalog](https://datacatalog.worldbank.org/dataset/world-development-indicators)]
-       -     citation_full: World Development Indicators (WDI), The World Bank (2025).
        ?                                                      -----------------------
+       +     citation_full: World Bank's World Development Indicators (WDI).
        ?                         +++++++++++++
-       -       name: CC BY 4.0
+       +       name: Creative Commons Attribution 4.0
    ~ Column cc_per_rnk_lower (changed metadata)
+       + 
+       +       [Text from [World Bank data catalog](https://datacatalog.worldbank.org/dataset/world-development-indicators)]
-       -     citation_full: World Development Indicators (WDI), The World Bank (2025).
        ?                                                      -----------------------
+       +     citation_full: World Bank's World Development Indicators (WDI).
        ?                         +++++++++++++
-       -       name: CC BY 4.0
+       +       name: Creative Commons Attribution 4.0
    ~ Column cc_per_rnk_upper (changed metadata)
+       + 
+       +       [Text from [World Bank data catalog](https://datacatalog.worldbank.org/dataset/world-development-indicators)]
-       -     citation_full: World Development Indicators (WDI), The World Bank (2025).
        ?                                                      -----------------------
+       +     citation_full: World Bank's World Development Indicators (WDI).
        ?                         +++++++++++++
-       -       name: CC BY 4.0
+       +       name: Creative Commons Attribution 4.0
    ~ Column cc_std_err (changed metadata)
+       + 
+       +       [Text from [World Bank data catalog](https://datacatalog.worldbank.org/dataset/world-development-indicators)]
-       -     citation_full: World Development Indicators (WDI), The World Bank (2025).
        ?                                                      -----------------------
+       +     citation_full: World Bank's World Development Indicators (WDI).
        ?                         +++++++++++++
-       -       name: CC BY 4.0
+       +       name: Creative Commons Attribution 4.0
    ~ Column cm_mkt_indx_zg (changed metadata)
+       + 
+       +       [Text from [World Bank data catalog](https://datacatalog.worldbank.org/dataset/world-development-indicators)]
-       -     citation_full: World Development Indicators (WDI), The World Bank (2025).
        ?                                                      -----------------------
+       +     citation_full: World Bank's World Development Indicators (WDI).
        ?                         +++++++++++++
-       -       name: CC BY 4.0
+       +       name: Creative Commons Attribution 4.0
    ~ Column cm_mkt_lcap_cd (changed metadata)
+       + 
+       +       [Text from [World Bank data catalog](https://datacatalog.worldbank.org/dataset/world-development-indicators)]
-       -     citation_full: World Development Indicators (WDI), The World Bank (2025).
        ?                                                      -----------------------
+       +     citation_full: World Bank's World Development Indicators (WDI).
        ?                         +++++++++++++
-       -       name: CC BY 4.0
+       +       name: Creative Commons Attribution 4.0
    ~ Column cm_mkt_lcap_gd_zs (changed metadata)
+       + 
+       +       [Text from [World Bank data catalog](https://datacatalog.worldbank.org/dataset/world-development-indicators)]
-       -     citation_full: World Development Indicators (WDI), The World Bank (2025).
        ?                                                      -----------------------
+       +     citation_full: World Bank's World Development Indicators (WDI).
        ?                         +++++++++++++
-       -       name: CC BY 4.0
+       +       name: Creative Commons Attribution 4.0
    ~ Column cm_mkt_ldom_no (changed metadata)
+       + 
+       +       [Text from [World Bank data catalog](https://datacatalog.worldbank.org/dataset/world-development-indicators)]
-       -     citation_full: World Development Indicators (WDI), The World Bank (2025).
        ?                                                      -----------------------
+       +     citation_full: World Bank's World Development Indicators (WDI).
        ?                         +++++++++++++
-       -       name: CC BY 4.0
+       +       name: Creative Commons Attribution 4.0
    ~ Column cm_mkt_trad_cd (changed metadata)
+       + 
+       +       [Text from [World Bank data catalog](https://datacatalog.worldbank.org/dataset/world-development-indicators)]
-       -     citation_full: World Development Indicators (WDI), The World Bank (2025).
        ?                                                      -----------------------
+       +     citation_full: World Bank's World Development Indicators (WDI).
        ?                         +++++++++++++
-       -       name: CC BY 4.0
+       +       name: Creative Com

...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: 2025-02-06 20:40:57 UTC
Execution time: 5.77 seconds

@lucasrodes
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I now have an end-to-end working pipeline for EPI data. Next, I will work on curating the metadata for the various indicators it has.

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