Skip to content

🎉🤖 Add Federico-Tena V2 population dataset (1991 borders, 2026) - #6157

Open
lucasrodes wants to merge 15 commits into
masterfrom
data-population-omm
Open

lucasrodes wants to merge 15 commits into
masterfrom
data-population-omm

Conversation

@lucasrodes

Copy link
Copy Markdown
Member

Written by Claude Code — @lucasrodes at the wheel.

Summary

  • Adds snapshot + meadow + garden steps for the published Federico-Tena World Population Historical Database V2.0 (DOI 10.21950/GW7SOZ) — annual estimates for all polities 1800-1938 at 1991 borders. Supersedes the 2024-01-19 working-paper Excel.
  • Adds a sibling snapshot for the F-T Quality Assessment file (DOI 10.21950/U6AANV) with per-(country, year) reliability classes A-E. Snapshot only for now; meadow/garden integration to follow.
  • The published V2 data is what we were waiting for in owid-issues#1232. WID.world and the Maddison Project have both committed to consuming F-T, which addresses the "is anyone else using it?" question.

Out of scope (follow-ups)

  • Population OMM rewire (HYDE 3.3 → F-T → 1939-1949 patch → UN WPP) — pending the impact assessment edomt asked for on the issue.
  • WID.world population series ingestion — possibly useful as a second-opinion source; not in this PR.

Testing

  • make check-formatting check-linting check-typing — all pass
  • Snapshot/meadow/garden not yet executed; ready for .venv/bin/etls ggdc/2026-05-20/federico_tena_population then .venv/bin/etlr ggdc/2026-05-20/federico_tena_population --private

lucasrodes and others added 2 commits May 20, 2026 18:22
Snapshot + meadow + garden steps for the published Federico-Tena World
Population Historical Database (V2.0, DOI 10.21950/GW7SOZ), which supersedes
the 2024-01-19 working-paper Excel. Annual estimates for all polities
1800-1938 at 1991 borders.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
Companion file to the population dataset: per-(country, year) reliability
classes A-E from 1800-1938 (DOI 10.21950/U6AANV). Snapshot only for now;
meadow/garden integration to follow.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
@owidbot

owidbot commented May 20, 2026

Copy link
Copy Markdown
Contributor

Quick links (staging server):

Site Dev Site Preview Admin Wizard Docs Docs Preview

Login: ssh owid@staging-site-data-population-omm

chart-diff: ❌
  • 0/5 reviewed charts
  • Modified: 0/5
  • New: 0/0
  • Rejected: 0
  • Data changes: 0
  • Metadata changes: 0
metadata-diff: 🚧
  • 🚧 This staging server is behind on 100 dataset(s) (agriculture/2014-01-01/nitrogen_efficiency__lassaletta_et_al__2014, agriculture/2014/excess_fertilizers__west_et_al__2014, agriculture/2026-03-02/attainable_yields, animal_welfare/2024-06-04/bullfighting_laws, animal_welfare/2024-12-17/fur_laws, animal_welfare/2026-03-03/animals_used_for_food, animal_welfare/2026-04-16/chick_culling_laws, aqli/2026-03-30/air_quality_life_index, biodiversity/2021-01-01/habitat_loss, climate/latest/weekly_wildfires, climate/latest/wildfires_by_week, climate/latest/wildfires_by_week_average, climate/latest/wildfires_by_year, corruption/2025-05-12/corruption_barometer, covid/latest/cases_deaths, covid/latest/combined, covid/latest/covax, covid/latest/google_mobility, covid/latest/hospital, covid/latest/infections_model, covid/latest/oxcgrt_policy, covid/latest/sequence, covid/latest/testing, covid/latest/tracking_r, covid/latest/vaccinations_global, covid/latest/vaccinations_manufacturer, covid/latest/xm_who, democracy/2025-03-05/eiu, democracy/2026-03-17/vdem, democracy/2026-03-18/ert, democracy/2026-03-23/fh, democracy/2026-03-27/bti, democracy/2026-04-02/lexical_index, emdat/2026-04-30/natural_disasters, emdat/2026-04-30/natural_disasters_global_by_deaths, emdat/2026-04-30/natural_disasters_global_by_type, emdat/2026-04-30/natural_disasters_impact, emissions/2025-02-12/ceds_air_pollutants, emissions/2025-12-04/national_contributions, emissions/2026-03-05/gdp_and_co2_decoupling, emissions/2026-06-15/emissions_by_human_activity_including_gross_lulucf, emissions/2026-06-15/emissions_by_human_activity_including_gross_lulucf_splitting_electricity, energy/2025-02-03/energy_prices, energy/2026-05-05/fossil_fuels, excess_mortality/latest/excess_mortality, faostat/2026-02-25/faostat_fbsc, faostat/2026-02-25/faostat_qcl, faostat/2026-02-25/faostat_rfn, fasttrack/latest/deforestation_by_commodity_singh, food/2018/food_emissions_by_life_cycle_stage__poore_and_nemecek__2018, food/2019-10-08/environmental_impacts_of_food__poore__and__nemecek__2018, gcp/2025-11-13/global_carbon_budget, health/2025-02-20/measles_deaths_long_run, health/latest/measles_long_run, idmc/2026-01-19/internal_displacement, ihme_gbd/2026-02-07/gbd_risk_deaths, lgbt_rights/2026-05-14/equaldex, minerals/2025-12-15/minerals, oecd/2023-09-21/plastic_fate_regions, oecd/2023-12-06/pisa, owid/latest/ig_countries, papers/2026-01-27/meijer_2021, pew/2025-10-31/religious_composition, plastic_pollution/2021-04-30/plastic_ocean_pollution__meijer_et_al__2021, plastic_waste/2017-11-22/plastic_waste__jambeck_et_al__2015, plastic_waste/2018-01-01/plastic_waste_generation_by_country__owid_based_on_jambeck_et_al__and__world_bank, plastic_waste/2026-01-14/cottom_plastic_waste, poverty_inequality/2025-10-23/historical_poverty, un/2024-07-12/un_wpp, un/2024-07-12/un_wpp_full, un/2025-03-12/migrant_stock, un/2025-03-18/migration_stock_flows, un/2025-05-07/undp_hdr, un/2025-07-03/refugee_data, un/2025-09-25/plastic_waste_2023_2024, unece/2026-05-04/life_cycle_assessment_of_electricity, unicef/2026-01-07/child_migration, urbanization/2025-12-10/ghsl_countries, war/2023-09-21/cow, war/2023-09-21/cow_mid, war/2023-09-21/mars, war/2023-09-21/mie, war/2023-09-21/prio_v31, war/2025-06-13/ucdp, war/2025-06-16/ucdp_prio, war/latest/ucdp_preview, wash/2025-12-08/household, washu/2026-04-22/pm25_air_pollution, wb/2025-05-12/enterprise_surveys, wb/2025-09-08/gender_statistics, who/2025-03-19/flu_yamagata, who/2025-07-15/vaccination_coverage, who/2025-07-15/vaccination_introductions, who/latest/avian_influenza_ah5n1, who/latest/flu, who/latest/monkeypox, wid/2026-02-10/world_inequality_database, worldbank_wdi/2025-09-08/wdi, worldbank_wdi/2026-02-27/wdi, wpf/2025-01-17/famines_by_regime_gdp_population) — their differences below show older text as this branch's change. Rebuild them on the server (etlr grapher://grapher/<dataset> --grapher) and re-run.
  • ✏️ 106 edits → 203 charts, 22 MDim views, 43 explorer views
data-diff: ❌ 20 changed · 1 new · 1 removed — full report
- garden/energy/2026-06-30/carbon_intensity_of_energy (removed dataset)
~ garden/demography/2026-05-28/population (new version)
    ~ dataset metadata changed
    ~ population_original (changed table metadata)
    ~ population_original.country dim (new data, removed data)
        + New values: 5,339 / 83,513 (6.39%)
            1817: American Samoa
            1833: American Samoa
            1844: American Samoa
            (+5,336 more)
        - Removed values: 362 / 83,513 (0.43%)
            1993: Czechoslovakia
            1800: East Germany
            1820: East Germany
            (+359 more)
    ~ population_original.year dim (new data, removed data)
        + New values: 5,339 / 83,513 (6.39%)
            American Samoa: 1817
            American Samoa: 1833
            American Samoa: 1844
            (+5,336 more)
        - Removed values: 362 / 83,513 (0.43%)
            Czechoslovakia: 1993
            East Germany: 1800
            East Germany: 1820
            (+359 more)
    ~ population_original.population (changed metadata, new data, changed data)
        + New values: 5,339 / 83,513 (6.39%)
            American Samoa 1817: 8032
            American Samoa 1833: 7420
            American Samoa 1844: 5732
            (+5,336 more)
        - Removed values: 362 / 83,513 (0.43%)
            Czechoslovakia 1993: 15650000
            East Germany 1800: 5774000
            East Germany 1820: 5774000
            (+359 more)
        ~ Changed values: 33,473 / 83,513 (40.08%)
            Mayotte 1800: 65 → 6720
            Mayotte 1810: 81 → 6855
            Mayotte 1820: 102 → 6994
            (+33,470 more)
    ~ population_original.source (changed metadata, new data, changed data)
        + New values: 5,339 / 83,513 (6.39%)
            American Samoa 1817: Federico-Tena World Population Database — V2, 1991 borders (2026) (https://edatos.consorciomadrono.es/dataset.xhtml?persistentId=doi:10.21…
            American Samoa 1833: Federico-Tena World Population Database — V2, 1991 borders (2026) (https://edatos.consorciomadrono.es/dataset.xhtml?persistentId=doi:10.21…
            American Samoa 1844: Federico-Tena World Population Database — V2, 1991 borders (2026) (https://edatos.consorciomadrono.es/dataset.xhtml?persistentId=doi:10.21…
            (+5,336 more)
        - Removed values: 362 / 83,513 (0.43%)
            Czechoslovakia 1993: Gapminder - Systema Globalis (2023) (https://github.com/open-numbers/ddf--gapminder--systema_globalis)
            East Germany 1800: Gapminder - Systema Globalis (2023) (https://github.com/open-numbers/ddf--gapminder--systema_globalis)
            East Germany 1820: Gapminder - Systema Globalis (2023) (https://github.com/open-numbers/ddf--gapminder--systema_globalis)
            (+359 more)
        ~ Changed values: 39,703 / 83,513 (47.54%)
            Africa 1914: Gapminder v7 (2022) (https://www.gapminder.org/data/documentation/gd003/) → Federico-Tena World Population Database — V2, 1991 borders (2026) (htt…
            Australia 1947: Gapminder v7 (2022) (https://www.gapminder.org/data/documentation/gd003/) → Linear interpolation between Federico-Tena (1938) and UN WPP (1950)
            Azerbaijan 1910: Gapminder v7 (2022) (https://www.gapminder.org/data/documentation/gd003/) → Federico-Tena World Population Database — V2, 1991 borders (2026) …
            (+39,700 more)
    ~ population_original.world_pop_share (changed metadata, new data, changed data)
        + New values: 5,339 / 83,513 (6.39%)
            American Samoa 1817: 0.0007562372484244406
            American Samoa 1833: 0.0006422658334486187
            American Samoa 1844: 0.0004727190244011581
            (+5,336 more)
        - Removed values: 362 / 83,513 (0.43%)
            Czechoslovakia 1993: 0.2798868715763092
            East Germany 1800: 0.5873229503631592
            East Germany 1820: 0.5299644470214844
            (+359 more)
        ~ Changed values: 39,656 / 83,513 (47.48%)
            Mayotte 1800: 6.611706339754164e-06 → 0.0006702356622554362
            Mayotte 1810: 7.940007890283596e-06 → 0.0006570096011273563
            Mayotte 1820: 9.362031960336026e-06 → 0.0006517338333651423
            (+39,653 more)
    ~ population_density (changed table metadata)
    ~ population_density.country dim (new data, removed data)
        + New values: 5,337 / 81,747 (6.53%)
            1817: American Samoa
            1833: American Samoa
            1844: American Samoa
            (+5,334 more)
        - Removed values: 166 / 81,747 (0.20%)
            1993: Czechoslovakia
            1700: French Polynesia
            1788: Guam
            (+163 more)
    ~ population_density.year dim (new data, removed data)
        + New values: 5,337 / 81,747 (6.53%)
            American Samoa: 1817
            American Samoa: 1833
            American Samoa: 1844
            (+5,334 more)
        - Removed values: 166 / 81,747 (0.20%)
            Czechoslovakia: 1993
            French Polynesia: 1700
            Guam: 1788
            (+163 more)
    ~ population_density.population_density (changed metadata, new data, changed data)
        + New values: 5,337 / 81,747 (6.53%)
            American Samoa 1817: 40.15999984741211
            American Samoa 1833: 37.099998474121094
            American Samoa 1844: 28.65999984741211
            (+5,334 more)
        - Removed values: 166 / 81,747 (0.20%)
            Czechoslovakia 1993: 124.84046173095703
            French Polynesia 1700: 16.37568473815918
            Guam 1788: 7.407407283782959
            (+163 more)
        ~ Changed values: 33,473 / 81,747 (40.95%)
            Mayotte 1800: 0.17379678785800934 → 17.967914581298828
            Mayotte 1810: 0.21657754480838776 → 18.328876495361328
            Mayotte 1820: 0.27272728085517883 → 18.70053482055664
            (+33,470 more)
    ~ projections (changed table metadata)
    ~ projections.country dim (new data)
        + New values: 2 / 19,714 (0.01%)
            2024: Svalbard and Jan Mayen
            2025: Svalbard and Jan Mayen
    ~ projections.year dim (new data)
        + New values: 2 / 19,714 (0.01%)
            Svalbard and Jan Mayen: 2024
            Svalbard and Jan Mayen: 2025
    ~ projections.growth_rate_projection (changed metadata, new data, changed data)
        + New values: 2 / 19,714 (0.01%)
            Svalbard and Jan Mayen 2024: 0.0
            Svalbard and Jan Mayen 2025: 0.0
        ~ Changed values: 308 / 19,714 (1.56%)
            Upper-middle-income countries 2039: 0.030799349769949913 → -0.009572708047926426
            Upper-middle-income countries 2040: 0.012816430069506168 → -0.027331532910466194
            Lower-middle-income countries 2092: 0.022912777960300446 → -0.006355621386319399
            (+305 more)
    ~ projections.population_density_projection (changed metadata, new data, changed data)
        + New values: 2 / 19,714 (0.01%)
            Svalbard and Jan Mayen 2024: NaN
            Svalbard and Jan Mayen 2025: NaN
        ~ Changed values: 308 / 19,714 (1.56%)
            Upper-middle-income countries 2100: 51.58524703979492 → 46.4993782043457
            Upper-middle-income countries 2099: 51.99222946166992 → 46.87855529785156
            Upper-middle-income countries 2098: 52.40037155151367 → 47.2590446472168
            (+305 more)
    ~ projections.population_projection (changed metadata, new data, changed data)
        + New values: 2 / 19,714 (0.01%)
            Svalbard and Jan Mayen 2024: 2400
            Svalbard and Jan Mayen 2025: 2400
        ~ Changed values: 308 / 19,714 (1.56%)
            Upper-middle-income countries 2100: 2291118778 → 2070771825
            Upper-middle-income countries 2099: 2309194577 → 2087657867
            Upper-middle-income countries 2098: 2327322036 → 2104602326
            (+305 more)
    ~ projections.world_pop_share_projection (changed metadata, new data, changed data)
        + New values: 2 / 19,714 (0.01%)
            Svalbard and Jan Mayen 2024: 2.940465674328152e-05
            Svalbard and Jan Mayen 2025: 2.9155889933463186e-05
        ~ Changed values: 308 / 19,714 (1.56%)
            Upper-middle-income countries 2100: 22.50572395324707 → 20.341249465942383
            Upper-middle-income countries 2099: 22.6554012298584 → 20.481914520263672
            Upper-middle-income countries 2098: 22.806842803955078 → 20.624277114868164
            (+305 more)
    ~ population_growth_rate (changed table metadata)
    ~ population_growth_rate.country dim (new data, removed data)
        + New values: 5,258 / 78,078 (6.73%)
            1817: American Samoa
            1833: American Samoa
            1847: American Samoa
            (+5,255 more)
        - Removed values: 349 / 78,078 (0.45%)
            1870: East Germany
            1913: East Germany
            1800: French Polynesia
            (+346 more)
    ~ population_growth_rate.year dim (new data, removed data)
        + New values: 5,258 / 78,078 (6.73%)
            American Samoa: 1817
            American Samoa: 1833
            American Samoa: 1847
            (+5,255 more)
        - Removed values: 349 / 78,078 (0.45%)
            East Germany: 1870
            East Germany: 1913
            French Polynesia: 1800
            (+346 more)
    ~ population_growth_rate.growth_rate (changed metadata, new data, changed data)
        + New values: 5,258 / 78,078 (6.73%)
            American Samoa 1817: NaN
            American Samoa 1833: NaN
            American Samoa 1847: NaN
            (+5,255 more)
        - Removed values: 349 / 78,078 (0.45%)
            East Germany 1870: NaN
            East Germany 1913: NaN
            French Polynesia 1800: NaN
            (+346 more)
        ~ Changed values: 3,180 / 78,078 (4.07%)
            Marshall Islands 1935: -9.504843711853027 → 39.169918060302734
            Nauru 1935: 0.0 → 39.16744613647461
            Hong Kong 1930: 3.621622085571289 → -29.70498275756836
            (+3,177 more)
    ~ historical (changed table metadata)
    ~ historical.country dim (new data, removed data)
        + New values: 5,337 / 63,799 (8.37%)
            1817: American Samoa
            1833: American Samoa
            1844: American Samoa
            (+5,334 more)
        - Removed values: 362 / 63,799 (0.57%)
            1993: Czechoslovakia
            1800: East Germany
            1820: East Germany
            (+359 more)
    ~ historical.year dim (new data, removed data)
        + New values: 5,337 / 63,799 (8.37%)
            American Samoa: 1817
            American Samoa: 1833
            American Samoa: 1844
            (+5,334 more)
        - Removed values: 362 / 63,799 (0.57%)
            Czechoslovakia: 1993
            East Germany: 1800
            East Germany: 1820
            (+359 more)
    ~ historical.growth_rate_historical (changed metadata, new data, changed data)
        + New values: 5,337 / 63,799 (8.37%)
            American Samoa 1817: NaN
            American Samoa 1833: NaN
            American Samoa 1844: NaN
            (+5,334 more)
        - Removed values: 362 / 63,799 (0.57%)
            Czechoslovakia 1993: 0.19187726080417633
            East Germany 1800: NaN
            East Germany 1820: NaN
            (+359 more)
        ~ Changed values: 2,874 / 63,799 (4.50%)
            Marshall Islands 1935: -9.504843711853027 → 39.169918060302734
            Nauru 1935: 0.0 → 39.16744613647461
            Hong Kong 1930: 3.621622085571289 → -29.70498275756836
            (+2,871 more)
    ~ historical.population_density_historical (changed metadata, new data, changed data)
        + New values: 5,337 / 63,799 (8.37%)
            American Samoa 1817: 40.15999984741211
            American Samoa 1833: 37.099998474121094
            American Samoa 1844: 28.65999984741211
            (+5,334 more)
        - Removed values: 362 / 63,799 (0.57%)
            Czechoslovakia 1993: 124.84046173095703
            East Germany 1800: NaN
            East Germany 1820: NaN
            (+359 more)
        ~ Changed values: 33,165 / 63,799 (51.98%)
            Mayotte 1800: 0.17379678785800934 → 17.967914581298828
            Mayotte 1810: 0.21657754480838776 → 18.328876495361328
            Mayotte 1820: 0.27272728085517883 → 18.70053482055664
            (+33,162 more)
    ~ historical.population_historical (changed metadata, new data, changed data)
        + New values: 5,337 / 63,799 (8.37%)
            American Samoa 1817: 8032
            American Samoa 1833: 7420
            American Samoa 1844: 5732
            (+5,334 more)
        - Removed values: 362 / 63,799 (0.57%)
            Czechoslovakia 1993: 15650000
            East Germany 1800: 5774000
            East Germany 1820: 5774000
            (+359 more)
        ~ Changed values: 33,165 / 63,799 (51.98%)
            Mayotte 1800: 65 → 6720
            Mayotte 1810: 81 → 6855
            Mayotte 1820: 102 → 6994
            (+33,162 more)
    ~ historical.world_pop_share_historical (changed metadata, new data, changed data)
        + New values: 5,337 / 63,799 (8.37%)
            American Samoa 1817: 0.0007562372484244406
            American Samoa 1833: 0.0006422658334486187
            American Samoa 1844: 0.0004727190244011581
            (+5,334 more)
        - Removed values: 362 / 63,799 (0.57%)
            Czechoslovakia 1993: 0.2798868715763092
            East Germany 1800: 0.5873229503631592
            East Germany 1820: 0.5299644470214844
            (+359 more)
        ~ Changed values: 39,348 / 63,799 (61.67%)
            Mayotte 1800: 6.611706339754164e-06 → 0.0006702356622554362
            Mayotte 1810: 7.940007890283596e-06 → 0.0006570096011273563
            Mayotte 1820: 9.362031960336026e-06 → 0.0006517338333651423
            (+39,345 more)
    ~ population (changed table metadata)
    ~ population.country dim (new data, removed data)
        + New values: 5,339 / 83,513 (6.39%)
            1817: American Samoa
            1833: American Samoa
            1844: American Samoa
            (+5,336 more)
        - Removed values: 362 / 83,513 (0.43%)
            1993: Czechoslovakia
            1800: East Germany
            1820: East Germany
            (+359 more)
    ~ population.year dim (new data, removed data)
        + New values: 5,339 / 83,513 (6.39%)
            American Samoa: 1817
            American Samoa: 1833
            American Samoa: 1844
            (+5,336 more)
        - Removed values: 362 / 83,513 (0.43%)
            Czechoslovakia: 1993
            East Germany: 1800
            East Germany: 1820
            (+359 more)
    ~ population.population (changed metadata, new data, changed data)
        + New values: 5,339 / 83,513 (6.39%)
            American Samoa 1817: 8032
            American Samoa 1833: 7420
            American Samoa 1844: 5732
            (+5,336 more)
        - Removed values: 362 / 83,513 (0.43%)
            Czechoslovakia 1993: 15650000
            East Germany 1800: 5774000
            East Germany 1820: 5774000
            (+359 more)
        ~ Changed values: 33,473 / 83,513 (40.08%)
            Mayotte 1800: 65 → 6720
            Mayotte 1810: 81 → 6855
            Mayotte 1820: 102 → 6994
            (+33,470 more)
    ~ population.source (new data, changed data)
        + New values: 5,339 / 83,513 (6.39%)
            American Samoa 1817: Federico-Tena World Population Database — V2, 1991 borders (2026) (https://edatos.consorciomadrono.es/dataset.xhtml?persistentId=doi:10.21…
            American Samoa 1833: Federico-Tena World Population Database — V2, 1991 borders (2026) (https://edatos.consorciomadrono.es/dataset.xhtml?persistentId=doi:10.21…
            American Samoa 1844: Federico-Tena World Population Database — V2, 1991 borders (2026) (https://edatos.consorciomadrono.es/dataset.xhtml?persistentId=doi:10.21…
            (+5,336 more)
        - Removed values: 362 / 83,513 (0.43%)
            Czechoslovakia 1993: Gapminder - Systema Globalis (2023) (https://github.com/open-numbers/ddf--gapminder--systema_globalis)
            East Germany 1800: Gapminder - Systema Globalis (2023) (https://github.com/open-numbers/ddf--gapminder--systema_globalis)
            East Germany 1820: Gapminder - Systema Globalis (2023) (https://github.com/open-numbers/ddf--gapminder--systema_globalis)
            (+359 more)
        ~ Changed values: 39,703 / 83,513 (47.54%)
            Africa 1914: Gapminder v7 (2022) (https://www.gapminder.org/data/documentation/gd003/) → Federico-Tena World Population Database — V2, 1991 borders (2026) (htt…
            Australia 1947: Gapminder v7 (2022) (https://www.gapminder.org/data/documentation/gd003/) → Linear interpolation between Federico-Tena (1938) and UN WPP (1950)
            Azerbaijan 1910: Gapminder v7 (2022) (https://www.gapminder.org/data/documentation/gd003/) → Federico-Tena World Population Database — V2, 1991 borders (2026) …
            (+39,700 more)
    ~ population.world_pop_share (changed metadata, new data, changed data)
        + New values: 5,339 / 83,513 (6.39%)
            American Samoa 1817: 0.0007562372484244406
            American Samoa 1833: 0.0006422658334486187
            American Samoa 1844: 0.0004727190244011581
            (+5,336 more)
        - Removed values: 362 / 83,513 (0.43%)
            Czechoslovakia 1993: 0.2798868715763092
            East Germany 1800: 0.5873229503631592
            East Germany 1820: 0.5299644470214844
            (+359 more)
        ~ Changed values: 39,656 / 83,513 (47.48%)
            Mayotte 1800: 6.611706339754164e-06 → 0.0006702356622554362
            Mayotte 1810: 7.940007890283596e-06 → 0.0006570096011273563
            Mayotte 1820: 9.362031960336026e-06 → 0.0006517338333651423
            (+39,653 more)
~ garden/emdat/2026-04-30/natural_disasters
    ~ natural_disasters_decadal_deaths (changed table metadata)
    ~ natural_disasters_decadal_deaths.n_events_with_over_1000_deaths (changed data)
        ~ Changed values: 14 / 1,389 (1.01%)
            Lower-middle-income countries 1910: 1 → 2
            Upper-middle-income countries 2010: 7 → 4
            Upper-middle-income countries 2000: 12 → 8
            (+11 more)
    ~ natural_disasters_decadal_deaths.n_events_with_over_2000_deaths (changed data)
        ~ Changed values: 10 / 1,389 (0.72%)
            Upper-middle-income countries 2010: 3 → 2
            Upper-middle-income countries 1990: 8 → 6
            Lower-middle-income countries 2010: 4 → 5
            (+7 more)
    ~ natural_disasters_decadal_deaths.n_events_with_over_200_deaths (changed data)
        ~ Changed values: 26 / 1,389 (1.87%)
            Lower-middle-income countries 1910: 2 → 3
            Upper-middle-income countries 2000: 52 → 36
            Lower-middle-income countries 2000: 44 → 60
            (+23 more)
    ~ natural_disasters_decadal_deaths.n_events_with_over_5000_deaths (changed data)
        ~ Changed values: 8 / 1,389 (0.58%)
            Upper-middle-income countries 2010: 1 → 0
            Lower-middle-income countries 2010: 3 → 4
            Upper-middle-income countries 1960: 4 → 3
            (+5 more)
    ~ natural_disasters_decadal_deaths.n_events_with_over_500_deaths (changed data)
        ~ Changed values: 22 / 1,389 (1.58%)
            Lower-middle-income countries 1910: 1 → 2
            Lower-middle-income countries 1950: 6 → 9
            Lower-middle-income countries 1970: 19 → 26
            (+19 more)
    ~ natural_disasters_decadal_deaths.n_events_with_unknown_deaths (changed data)
        ~ Changed values: 26 / 1,389 (1.87%)
            Upper-middle-income countries 1950: 8 → 6
            Lower-middle-income countries 1930: 3 → 4
            Upper-middle-income countries 1910: 4 → 3
            (+23 more)
    ~ natural_disasters_decadal_impact (changed table metadata)
    ~ natural_disasters_decadal_impact.n_events (changed data)
        ~ Changed values: 33 / 1,640 (2.01%)
            Lower-middle-income countries 1910: 6 → 9
            Lower-middle-income countries 1970: 185 → 268
            Lower-middle-income countries 1980: 315 → 428
            (+30 more)
    ~ natural_disasters_decadal_impact.n_large_events (changed data)
        ~ Changed values: 28 / 1,640 (1.71%)
            Lower-middle-income countries 1910: 2 → 4
            Lower-middle-income countries 2010: 245 → 351
            Lower-middle-income countries 1980: 152 → 217
            (+25 more)
    ~ natural_disasters_decadal_impact.n_medium_events (changed data)
        ~ Changed values: 24 / 1,640 (1.46%)
            Lower-middle-income countries 1910: 0 → 1
            Lower-middle-income countries 1970: 70 → 109
            Upper-middle-income countries 1970: 150 → 111
            (+21 more)
    ~ natural_disasters_decadal_impact.n_small_events (changed data)
        ~ Changed values: 16 / 1,640 (0.98%)
            Lower-middle-income countries 1930: 0 → 1
            Lower-middle-income countries 1970: 7 → 17
            Low-income countries 1960: 1 → 2
            (+13 more)
    ~ natural_disasters_decadal_impact.n_unknown_events (changed data)
        ~ Changed values: 18 / 1,640 (1.10%)
            Lower-middle-income countries 1950: 3 → 5
            Upper-middle-income countries 1950: 5 → 3
            Upper-middle-income countries 1930: 3 → 2
            (+15 more)
    ~ natural_disasters_decadal_impact.share_large_events (changed data)
        ~ Changed values: 33 / 1,640 (2.01%)
            Lower-middle-income countries 1910: 33.33333206176758 → 44.44444274902344
            Upper-middle-income countries 2020: 21.893491744995117 → 18.74272346496582
            Lower-middle-income countries 1940: 57.894737243652344 → 65.21739196777344
            (+30 more)
    ~ natural_disasters_decadal_impact.share_medium_events (changed data)
        ~ Changed values: 33 / 1,640 (2.01%)
            Lower-middle-income countries 1910: 0.0 → 11.11111068725586
            Lower-middle-income countries 1930: 9.523809432983398 → 7.142857074737549
            Lower-middle-income countries 1940: 21.052631378173828 → 17.39130401611328
            (+30 more)
    ~ natural_disasters_decadal_impact.share_small_events (changed data)
        ~ Changed values: 26 / 1,640 (1.59%)
            Lower-middle-income countries 1930: 0.0 → 3.5714285373687744
            Low-income countries 1960: 3.7037036418914795 → 7.142857074737549
            Lower-middle-income countries 1970: 3.7837836742401123 → 6.343283653259277
            (+23 more)
    ~ natural_disasters_decadal_impact.share_unknown_events (changed data)
        ~ Changed values: 30 / 1,640 (1.83%)
            Lower-middle-income countries 1910: 66.66666412353516 → 44.44444274902344
            Lower-middle-income countries 1970: 6.486486434936523 → 4.477612018585205
            Upper-middle-income countries 1950: 4.504504680633545 → 3.2608695030212402
            (+27 more)
    ~ natural_disasters_yearly_deaths (changed table metadata)
    ~ natural_disasters_yearly_deaths.country dim (new data, removed data)
        + New values: 3 / 4,827 (0.06%)
            1912: Lower-middle-income countries
            1938: Lower-middle-income countries
            1946: Lower-middle-income countries
        - Removed values: 1 / 4,827 (0.02%)
            1933: Lower-middle-income countries
    ~ natural_disasters_yearly_deaths.year dim (new data, removed data)
        + New values: 3 / 4,827 (0.06%)
            Lower-middle-income countries: 1912
            Lower-middle-income countries: 1938
            Lower-middle-income countries: 1946
        - Removed values: 1 / 4,827 (0.02%)
            Lower-middle-income countries: 1933
    ~ natural_disasters_yearly_deaths.n_events_with_over_1000_deaths (new data, changed data)
        + New values: 3 / 4,827 (0.06%)
            Lower-middle-income countries 1912: 0
            Lower-middle-income countries 1938: 0
            Lower-middle-income countries 1946: 0
        - Removed values: 1 / 4,827 (0.02%)
            Lower-middle-income countries 1933: 0
        ~ Changed values: 28 / 4,827 (0.58%)
            Lower-middle-income countries 2006: 0 → 2
            Upper-middle-income countries 1984: 2 → 0
            Lower-middle-income countries 1911: 0 → 1
            (+25 more)
    ~ natural_disasters_yearly_deaths.n_events_with_over_2000_deaths (new data, changed data)
        + New values: 3 / 4,827 (0.06%)
            Lower-middle-income countries 1912: 0
            Lower-middle-income countries 1938: 0
            Lower-middle-income countries 1946: 0
        - Removed values: 1 / 4,827 (0.02%)
            Lower-middle-income countries 1933: 0
        ~ Changed values: 16 / 4,827 (0.33%)
            Lower-middle-income countries 1964: 0 → 1
            Lower-middle-income countries 1976: 0 → 1
            Lower-middle-income countries 1990: 0 → 1
            (+13 more)
    ~ natural_disasters_yearly_deaths.n_events_with_over_200_deaths (new data, changed data)
        + New values: 3 / 4,827 (0.06%)
            Lower-middle-income countries 1912: 0
            Lower-middle-income countries 1938: 1
            Lower-middle-income countries 1946: 1
        - Removed values: 1 / 4,827 (0.02%)
            Lower-middle-income countries 1933: 0
        ~ Changed values: 110 / 4,827 (2.28%)
            Lower-middle-income countries 1911: 0 → 1
            Upper-middle-income countries 1905: 1 → 0
            Upper-middle-income countries 1938: 1 → 0
            (+107 more)
    ~ natural_disasters_yearly_deaths.n_events_with_over_5000_deaths (new data, changed data)
        + New values: 3 / 4,827 (0.06%)
            Lower-middle-income countries 1912: 0
            Lower-middle-income countries 1938: 0
            Lower-middle-income countries 1946: 0
        - Removed values: 1 / 4,827 (0.02%)
            Lower-middle-income countries 1933: 0
        ~ Changed values: 12 / 4,827 (0.25%)
            Lower-middle-income countries 1964: 0 → 1
            Lower-middle-income countries 1976: 0 → 1
            Upper-middle-income countries 1964: 1 → 0
            (+9 more)
    ~ natural_disasters_yearly_deaths.n_events_with_over_500_deaths (new data, changed data)
        + New values: 3 / 4,827 (0.06%)
            Lower-middle-income countries 1912: 0
            Lower-middle-income countries 1938: 0
            Lower-middle-income countries 1946: 0
        - Removed values: 1 / 4,827 (0.02%)
            Lower-middle-income countries 1933: 0
        ~ Changed values: 58 / 4,827 (1.20%)
            Lower-middle-income countries 1964: 0 → 2
            Lower-middle-income countries 2006: 0 → 2
            Upper-middle-income countries 1984: 2 → 0
            (+55 more)
    ~ natural_disasters_yearly_deaths.n_events_with_unknown_deaths (new data, changed data)
        + New values: 3 / 4,827 (0.06%)
            Lower-middle-income countries 1912: 1
            Lower-middle-income countries 1938: 0
            Lower-middle-income countries 1946: 0
        - Removed values: 1 / 4,827 (0.02%)
            Lower-middle-income countries 1933: 1
        ~ Changed values: 127 / 4,827 (2.63%)
            Lower-middle-income countries 1931: 0 → 1
            Lower-middle-income countries 1934: 0 → 1
            Lower-middle-income countries 1952: 0 → 1
            (+124 more)
    ~ natural_disasters_decadal (changed table metadata)
    ~ natural_disasters_decadal.affected (changed metadata, changed data)
        ~ Changed values: 156 / 34,034 (0.46%)
            Lower-middle-income countries 2020 volcanic_activity: 483.28570556640625 → 142088.421875
            Lower-middle-income countries 1960 volcanic_activity: 200.0 → 9870.0
            Lower-middle-income countries 2020 landslide: 37238.85546875 → 454114.71875
            (+153 more)
    ~ natural_disasters_decadal.affected_per_100k_people (changed metadata, changed data)
        ~ Changed values: 671 / 34,034 (1.97%)
            Yemen Arab Republic 1970 all_disasters: 2800.919677734375 → 0.0
            Yemen Arab Republic 1970 all_disasters_excluding_earthquakes: 2800.919677734375 → 0.0
            Yemen Arab Republic 1970 all_disasters_excluding_extreme_temperature: 2800.919677734375 → 0.0
            (+668 more)
    ~ natural_disasters_decadal.homeless (changed metadata, changed data)
        ~ Changed values: 114 / 34,034 (0.33%)
            Lower-middle-income countries 1960 volcanic_activity: 0.0 → 1400.0
            Upper-middle-income countries 1960 volcanic_activity: 1400.0 → 0.0
            Upper-middle-income countries 1930 extreme_weather: 250.0 → 0.0
            (+111 more)
    ~ natural_disasters_decadal.homeless_per_100k_people (changed metadata, changed data)
        ~ Changed values: 598 / 34,034 (1.76%)
            Cayman Islands 1900 all_disasters: 0.0 → 1942.501953125
            Cayman Islands 1900 all_disasters_excluding_earthquakes: 0.0 → 1942.501953125
            Cayman Islands 1900 all_disasters_excluding_extreme_temperature: 0.0 → 1942.501953125
            (+595 more)
    ~ natural_disasters_decadal.injured (changed metadata, changed data)
        ~ Changed values: 135 / 34,034 (0.40%)
            Lower-middle-income countries 2020 volcanic_activity: 0.0 → 89.71428680419922
            Lower-middle-income countries 1960 volcanic_activity: 0.0 → 78.5
            Lower-middle-income countries 1950 all_disasters_excluding_earthquakes: 0.0 → 45.20000076293945
            (+132 more)
    ~ natural_disasters_decadal.injured_per_100k_people (changed metadata, changed data)
        ~ Changed values: 587 / 34,034 (1.72%)
            Puerto Rico 1930 all_disasters: 0.0 → 30.058815002441406
            Puerto Rico 1930 all_disasters_excluding_earthquakes: 0.0 → 30.058815002441406
            Puerto Rico 1930 all_disasters_excluding_extreme_temperature: 0.0 → 30.058815002441406
            (+584 more)
    ~ natural_disasters_decadal.insured_damages (changed metadata, changed data)
        ~ Changed values: 42 / 34,034 (0.12%)
            Lower-middle-income countries 2020 extreme_weather: 0 → 71428571
            Lower-middle-income countries 1990 earthquake: 0 → 5540000
            Lower-middle-income countries 2000 extreme_weather: 0 → 4650000
            (+39 more)
    ~ natural_disasters_decadal.insured_damages_adjusted (changed metadata, changed data)
        ~ Changed values: 34 / 34,034 (0.10%)
            Lower-middle-income countries 1990 earthquake: 0 → 13300600
            Lower-middle-income countries 2000 extreme_weather: 0 → 6829600
            Lower-middle-income countries 1990 flood: 88017500 → 12267400
            (+31 more)
    ~ natural_disasters_decadal.insured_damages_constant_usd (changed metadata, changed data)
        ~ Changed values: 934 / 34,034 (2.74%)
            Asia 2020 extreme_temperature: 62828712.0 → 0.0
            Switzerland 2020 flood: 56979140.0 → 0.0
            Turkey 2020 all_disasters: 62828712.0 → 0.0
            (+931 more)
    ~ natural_disasters_decadal.insured_damages_per_gdp (changed metadata, changed data)
        ~ Changed values: 392 / 34,034 (1.15%)
            Sri Lanka 2020 all_disasters: 0.0656360387802124 → 0.0
            Sri Lanka 2020 all_disasters_excluding_earthquakes: 0.0656360387802124 → 0.0
            Sri Lanka 2020 all_disasters_excluding_extreme_temperature: 0.0656360387802124 → 0.0
            (+389 more)
    ~ natural_disasters_decadal.n_events (changed metadata, changed data)
        ~ Changed values: 218 / 34,034 (0.64%)
            Lower-middle-income countries 1910 earthquake: 0.0 → 0.10000000149011612
            Lower-middle-income countries 1910 volcanic_activity: 0.0 → 0.10000000149011612
            Lower-middle-income countries 2020 volcanic_activity: 0.1428571492433548 → 1.1428571939468384
            (+215 more)
    ~ natural_disasters_decadal.n_events_per_100k_people (changed metadata, changed data)
        ~ Changed values: 1,650 / 34,034 (4.85%)
            Tokelau 1910 all_disasters: 0.0 → 15.552099227905273
            Tokelau 1910 all_disasters_excluding_earthquakes: 0.0 → 15.552099227905273
            Tokelau 1910 all_disasters_excluding_extreme_temperature: 0.0 → 15.552099227905273
            (+1,647 more)
    ~ natural_disasters_decadal.population (changed metadata, changed data)
        ~ Changed values: 1,702 / 34,034 (5.00%)
            Lower-middle-income countries 1910 earthquake: 0.0 → 45244324.0
            Lower-middle-income countries 1910 volcanic_activity: 0.0 → 44253988.0
            Yemen Arab Republic 1970 all_disasters: 2619700.0 → 0.0
            (+1,699 more)
    ~ natural_disasters_decadal.reconstruction_costs (changed metadata, changed data)
        ~ Changed values: 14 / 34,034 (0.04%)
            Lower-middle-income countries 2020 extreme_weather: 0 → 928571428
            Upper-middle-income countries 2020 extreme_weather: 928571428 → 0
            Upper-middle-income countries 2020 all_disasters_excluding_earthquakes: 978714285 → 50142857
            (+11 more)
    ~ natural_disasters_decadal.reconstruction_costs_adjusted (changed metadata, changed data)
        ~ Changed values: 6 / 34,034 (0.02%)
            Upper-middle-income countries 2010 earthquake: 637614500 → 636936200
            Upper-middle-income countries 2010 all_disasters: 778078700 → 777400400
            Upper-middle-income countries 2010 all_disasters_excluding_extreme_temperature: 778078700 → 777400400
            (+3 more)
    ~ natural_disasters_decadal.reconstruction_costs_constant_usd (changed metadata, changed data)
        ~ Changed values: 280 / 34,034 (0.82%)
            Asia 2020 extreme_weather: 895562176.0 → 0.0
            Sri Lanka 2020 all_disasters: 895562176.0 → 0.0
            Sri Lanka 2020 all_disasters_excluding_earthquakes: 895562176.0 → 0.0
            (+277 more)
    ~ natural_disasters_decadal.reconstruction_costs_per_gdp (changed metadata, changed data)
        ~ Changed values: 138 / 34,034 (0.41%)
            Sri Lanka 2020 all_disasters: 0.8532685041427612 → 0.0
            Sri Lanka 2020 all_disasters_excluding_earthquakes: 0.8532685041427612 → 0.0
            Sri Lanka 2020 all_disasters_excluding_extreme_temperature: 0.8532685041427612 → 0.0
            (+135 more)
    ~ natural_disasters_decadal.total_affected (changed metadata, changed data)
        ~ Changed values: 179 / 34,034 (0.53%)
            Lower-middle-income countries 1910 all_disasters: 0.0 → 19.899999618530273
            Lower-middle-income countries 1910 all_disasters_excluding_earthquakes: 0.0 → 19.899999618530273
            Lower-middle-income countries 1910 all_disasters_excluding_extreme_temperature: 0.0 → 19.899999618530273
            (+176 more)
    ~ natural_disasters_decadal.total_affected_per_100k_people (changed metadata, changed data)
        ~ Changed values: 939 / 34,034 (2.76%)
            Yemen People's Republic 1980 all_disasters: 3137.3408203125 → 0.0
            Yemen People's Republic 1980 all_disasters_excluding_earthquakes: 3137.3408203125 → 0.0
            Yemen People's Republic 1980 all_disasters_excluding_extreme_temperature: 3137.3408203125 → 0.0
            (+936 more)
    ~ natural_disasters_decadal.total_damages (changed metadata, changed data)
        ~ Changed values: 149 / 34,034 (0.44%)
            Lower-middle-income countries 1990 extreme_temperature: 0.0 → 40000000.0
            Lower-middle-income countries 2020 volcanic_activity: 0.0 → 9428571.0
            Lower-middle-income countries 1960 volcanic_activity: 0.0 → 1500000.0
            (+146 more)
    ~ natural_disasters_decadal.total_damages_adjusted (changed metadata, changed data)
        ~ Changed values: 149 / 34,034 (0.44%)
            Lower-middle-income countries 1990 extreme_temperature: 0.0 → 89423104.0
            Lower-middle-income countries 1910 all_disasters: 0.0 → 32503600.0
            Lower-middle-income countries 1910 all_disasters_excluding_earthquakes: 0.0 → 32503600.0
            (+146 more)
    ~ natural_disasters_decadal.total_damages_constant_usd (changed metadata, changed data)
        ~ Changed values: 2,271 / 34,034 (6.67%)
            Asia 2020 extreme_temperature: 209429040.0 → 0.0
            Lebanon 1990 all_disasters: 1980506368.0 → 0.0
            Lebanon 1990 all_disasters_excluding_earthquakes: 1980506368.0 → 0.0
            (+2,268 more)
    ~ natural_disasters_decadal.total_damages_per_gdp (changed metadata, changed data)
        ~ Changed values: 949 / 34,034 (2.79%)
            Myanmar 2020 earthquake: 1.9242192506790161 → 0.0
            Sri Lanka 2020 all_disasters: 0.5382155179977417 → 0.0
            Sri Lanka 2020 all_disasters_excluding_earthquakes: 0.5382155179977417 → 0.0
            (+946 more)
    ~ natural_disasters_decadal.total_dead (changed metadata, changed data)
        ~ Changed values: 182 / 34,034 (0.53%)
            Lower-middle-income countries 1910 volcanic_activity: 0.0 → 133.5
            Lower-middle-income countries 1960 volcanic_activity: 0.0 → 35.79999923706055
            Lower-middle-income countries 1910 earthquake: 0.0 → 10.0
            (+179 more)
    ~ natural_disasters_decadal.total_dead_per_100k_people (changed metadata, changed data)
        ~ Changed values: 1,488 / 34,034 (4.37%)
            Martinique 1900 all_disasters: 0.0 → 1648.791259765625
            Martinique 1900 all_disasters_excluding_earthquakes: 0.0 → 1648.791259765625
            Martinique 1900 all_disasters_excluding_extreme_temperature: 0.0 → 1648.791259765625
            (+1,485 more)
    ~ natural_disasters_yearly (changed table metadata)
    ~ natural_disasters_yearly.country dim (new data, removed data)
        + New values: 51 / 38,888 (0.13%)
            1966 extreme_weather: Low-income countries
            1905 all_disasters_excluding_earthquakes: Lower-middle-income countries
            1905 extreme_weather: Lower-middle-income countries
            (+48 more)
        - Removed values: 25 / 38,888 (0.06%)
            1933 all_disasters: Lower-middle-income countries
            1933 all_disasters_excluding_earthquakes: Lower-middle-income countries
            1933 all_disasters_excluding_extreme_temperature: Lower-middle-income countries
            (+22 more)
    ~ natural_disasters_yearly.year dim (new data, removed data)
        + New values: 51 / 38,888 (0.13%)
            Low-income countries extreme_weather: 1966
            Lower-middle-income countries all_disasters_excluding_earthquakes: 1905
            Lower-middle-income countries extreme_weather: 1905
            (+48 more)
        - Removed values: 25 / 38,888 (0.06%)
            Lower-middle-income countries all_disasters: 1933
            Lower-middle-income countries all_disasters_excluding_earthquakes: 1933
            Lower-middle-income countries all_disasters_excluding_extreme_temperature: 1933
            (+22 more)
    ~ natural_disasters_yearly.type dim (new data, removed data)
        + New values: 51 / 38,888 (0.13%)
            Low-income countries 1966: extreme_weather
            Lower-middle-income countries 1905: all_disasters_excluding_earthquakes
            Lower-middle-income countries 1905: extreme_weather
            (+48 more)
        - Removed values: 25 / 38,888 (0.06%)
            Lower-middle-income countries 1933: all_disasters
            Lower-middle-income countries 1933: all_disasters_excluding_earthquakes
            Lower-middle-income countries 1933: all_disasters_excluding_extreme_temperature
            (+22 more)
    ~ natural_disasters_yearly.affected (changed metadata, new data, changed data)
        + New values: 51 / 38,888 (0.13%)
            Low-income countries 1966 extreme_weather: 0
            Lower-middle-income countries 1905 all_disasters_excluding_earthquakes: 0
            Lower-middle-income countries 1905 extreme_weather: 0
            (+48 more)
        - Removed values: 25 / 38,888 (0.06%)
            Lower-middle-income countries 1933 all_disasters: 0
            Lower-middle-income countries 1933 all_disasters_excluding_earthquakes: 0
            Lower-middle-income countries 1933 all_disasters_excluding_extreme_temperature: 0
            (+22 more)
        ~ Changed values: 856 / 38,888 (2.20%)
            Lower-middle-income countries 1990 earthquake: 0 → 1628540
            Lower-middle-income countries 1991 volcanic_activity: 0 → 1035870
            Upper-middle-income countries 1980 drought: 1002100 → 0
            (+853 more)
    ~ natural_disasters_yearly.affected_per_100k_people (changed metadata, new data, changed data)
        + New values: 51 / 38,888 (0.13%)
            Low-income countries 1966 extreme_weather: 0.0
            Lower-middle-income countries 1905 all_disasters_excluding_earthquakes: 0.0
            Lower-middle-income countries 1905 extreme_weather: 0.0
            (+48 more)
        - Removed values: 25 / 38,888 (0.06%)
            Lower-middle-income countries 1933 all_disasters: 0.0
            Lower-middle-income countries 1933 all_disasters_excluding_earthquakes: 0.0
            Lower-middle-income countries 1933 all_disasters_excluding_extreme_temperature: 0.0
            (+22 more)
        ~ Changed values: 3,046 / 38,888 (7.83%)
            Lower-middle-income countries 1990 earthquake: 0.0 → 95.1325454711914
            Lower-middle-income countries 1991 volcanic_activity: 0.0 → 59.10447311401367
            Upper-middle-income countries 1980 drought: 53.27107238769531 → 0.0
            (+3,043 more)
    ~ natural_disasters_yearly.homeless (changed metadata, new data, changed data)
        + New values: 51 / 38,888 (0.13%)
            Low-income countries 1966 extreme_weather: 0
            Lower-middle-income countries 1905 all_disasters_excluding_earthquakes: 0
            Lower-middle-income countries 1905 extreme_weather: 0
            (+48 more)
        - Removed values: 25 / 38,888 (0.06%)
            Lower-middle-income countries 1933 all_disasters: 0
            Lower-middle-income countries 1933 all_disasters_excluding_earthquakes: 0
            Lower-middle-income countries 1933 all_disasters_excluding_extreme_temperature: 0
            (+22 more)
        ~ Changed values: 580 / 38,888 (1.49%)
            Upper-middle-income countries 1984 extreme_weather: 1322526 → 0
            Lower-middle-income countries 1990 extreme_weather: 0 → 1112020
            Lower-middle-income countries 1989 extreme_weather: 0 → 942364
            (+577 more)
    ~ natural_disasters_yearly.homeless_per_100k_people (changed metadata, new data, changed data)
        + New values: 51 / 38,888 (0.13%)
            Low-income countries 1966 extreme_weather: 0.0
            Lower-middle-income countries 1905 all_disasters_excluding_earthquakes: 0.0
            Lower-middle-income countries 1905 extreme_weather: 0.0
            (+48 more)
        - Removed values: 25 / 38,888 (0.06%)
            Lower-middle-income countries 1933 all_disasters: 0.0
            Lower-middle-income countries 1933 all_disasters_excluding_earthquakes: 0.0
            Lower-middle-income countries 1933 all_disasters_excluding_extreme_temperature: 0.0
            (+22 more)
        ~ Changed values: 2,294 / 38,888 (5.90%)
            Lower-middle-income countries 1952 all_disasters: 0.0 → 73.81141662597656
            Lower-middle-income countries 1952 all_disasters_excluding_earthquakes: 0.0 → 73.81141662597656
            Lower-middle-income countries 1952 all_disasters_excluding_extreme_temperature: 0.0 → 73.81141662597656
            (+2,291 more)
    ~ natural_disasters_yearly.injured (changed metadata, new data, changed data)
        + New values: 51 / 38,888 (0.13%)
            Low-income countries 1966 extreme_weather: 15
            Lower-middle-income countries 1905 all_disasters_excluding_earthquakes: 0
            Lower-middle-income countries 1905 extreme_weather: 0
            (+48 more)
        - Removed values: 25 / 38,888 (0.06%)
            Lower-middle-income countries 1933 all_disasters: 0
            Lower-middle-income countries 1933 all_disasters_excluding_earthquakes: 0
            Lower-middle-income countries 1933 all_disasters_excluding_extreme_temperature: 0
            (+22 more)
        ~ Changed values: 685 / 38,888 (1.76%)
            Lower-middle-income countries 1970 extreme_weather: 0 → 4977
            Lower-middle-income countries 1984 all_disasters_excluding_earthquakes: 0 → 3248
            Lower-middle-income countries 1984 extreme_weather: 0 → 3248
            (+682 more)
    ~ natural_disasters_yearly.injured_per_100k_people (changed metadata, new data, changed data)
        + New values: 51 / 38,888 (0.13%)
            Low-income countries 1966 extreme_weather: 0.00951685756444931
            Lower-middle-income countries 1905 all_disasters_excluding_earthquakes: 0.0
            Lower-middle-income countries 1905 extreme_weather: 0.0
            (+48 more)
        - Removed values: 25 / 38,888 (0.06%)
            Lower-middle-income countries 1933 all_disasters: 0.0
            Lower-middle-income countries 1933 all_disasters_excluding_earthquakes: 0.0
            Lower-middle-income countries 1933 all_disasters_excluding_extreme_temperature: 0.0
            (+22 more)
        ~ Changed values: 2,497 / 38,888 (6.42%)
            Lower-middle-income countries 1970 extreme_weather: 0.0 → 0.47619515657424927
            Lower-middle-income countries 1984 all_disasters_excluding_earthquakes: 0.0 → 0.21977025270462036
            Lower-middle-income countries 1984 extreme_weather: 0.0 → 0.21977025270462036
            (+2,494 more)
    ~ natural_disasters_yearly.insured_damages (changed metadata, new data, changed data)
        + New values: 51 / 38,888 (0.13%)
            Low-income countries 1966 extreme_weather: 0
            Lower-middle-income countries 1905 all_disasters_excluding_earthquakes: 0
            Lower-middle-income countries 1905 extreme_weather: 0
            (+48 more)
        - Removed values: 25 / 38,888 (0.06%)
            Lower-middle-income countries 1933 all_disasters: 0
            Lower-middle-income countries 1933 all_disasters_excluding_earthquakes: 0
            Lower-middle-income countries 1933 all_disasters_excluding_extreme_temperature: 0
            (+22 more)
        ~ Changed values: 106 / 38,888 (0.27%)
            Lower-middle-income countries 1999 flood: 400000000 → 0
            Lower-middle-income countries 2013 extreme_weather: 0 → 700000000
            Lower-middle-income countries 2025 all_disasters: 0 → 500000000
            (+103 more)
    ~ natural_disasters_yearly.insured_damages_adjusted (changed metadata, new data, changed data)
        + New values: 51 / 38,888 (0.13%)
            Low-income countries 1966 extreme_weather: 0
            Lower-middle-income countries 1905 all_disasters_excluding_earthquakes: 0
            Lower-middle-income countries 1905 extreme_weather: 0
            (+48 more)
        - Removed values: 25 / 38,888 (0.06%)
            Lower-middle-income countries 1933 all_disasters: 0
            Lower-middle-income countries 1933 all_disasters_excluding_earthquakes: 0
            Lower-middle-income countries 1933 all_disasters_excluding_extreme_temperature: 0
            (+22 more)
        ~ Changed values: 98 / 38,888 (0.25%)
            Lower-middle-income countries 1999 flood: 753268000 → 0
            Lower-middle-income countries 2013 extreme_weather: 0 → 942587000
            Lower-middle-income countries 1990 all_disasters: 0 → 133006000
            (+95 more)
    ~ natural_disasters_yearly.insured_damages_constant_usd (changed metadata, new data, changed data)
        + New values: 51 / 38,888 (0.13%)
            Low-income countries 1966 extreme_weather: 0.0
            Lower-middle-income countries 1905 all_disasters_excluding_earthquakes: 0.0
            Lower-middle-income countries 1905 extreme_weather: 0.0
            (+48 more)
        - Removed values: 25 / 38,888 (0.06%)
            Lower-middle-income countries 1933 all_disasters: 0.0
            Lower-middle-income countries 1933 all_disasters_excluding_earthquakes: 0.0
            Lower-middle-income countries 1933 all_disasters_excluding_extreme_temperature: 0.0
            (+22 more)
        ~ Changed values: 3,881 / 38,888 (9.98%)
            Asia 2025 all_disasters: 1426681344.0 → 0.0
            Asia 2025 all_disasters_excluding_earthquakes: 1426681344.0 → 0.0
            Asia 2025 all_disasters_excluding_extreme_temperature: 986880384.0 → 0.0
            (+3,878 more)
    ~ natural_disasters_yearly.insured_damages_per_gdp (changed metadata, new data, changed data)
        + New values: 51 / 38,888 (0.13%)
            Low-income countries 1966 extreme_weather: NaN
            Lower-middle-income countries 1905 all_disasters_excluding_earthquakes: NaN
            Lower-middle-income countries 1905 extreme_weather: NaN
            (+48 more)
        - Removed values: 25 / 38,888 (0.06%)
            Lower-middle-income countries 1933 all_disasters: NaN
            Lower-middle-income countries 1933 all_disasters_excluding_earthquakes: NaN
            Lower-middle-income countries 1933 all_disasters_excluding_extreme_temperature: NaN
            (+22 more)
        ~ Changed values: 1,906 / 38,888 (4.90%)
            Lower-middle-income countries 1999 flood: 0.03677589073777199 → 0.0
            Lower-middle-income countries 2013 extreme_weather: 0.0 → 0.014758231118321419
            Lower-middle-income countries 1990 all_disasters: 0.0 → 0.007484074216336012
            (+1,903 more)
    ~ natural_disasters_yearly.n_events (changed metadata, new data, changed data)
        + New values: 51 / 38,888 (0.13%)
            Low-income countries 1966 extreme_weather: 1
            Lower-middle-income countries 1905 all_disasters_excluding_earthquakes: 1
            Lower-middle-income countries 1905 extreme_weather: 1
            (+48 more)

... diff too long, truncated — see the full report ...

Automatically updated datasets matching excess_mortality|covid|fluid|flunet|country_profile|garden/ihme_gbd/2019/gbd_risk are not included. Run locally with etl diff REMOTE data/ --include <dataset> --verbose.

Edited: 2026-09-21 17:15:21 UTC
Execution time: 8.88 seconds

lucasrodes and others added 8 commits May 20, 2026 18:31
…sessment as second table

- Rename namespace ggdc/ → demography/ (F-T is published by UC3M Madroño, not GGDC; demography/ matches the topical bucket used by the rest of the OMM-relevant steps).
- Drop the canonical-snapshot .py scripts; the .dvc + url_download is enough.
- Meadow now produces two tables: the main 1991-borders population series and the per-(polity, year) Quality Assessment classes (A-E, plus NE = not estimated) at 1938 borders.
- Garden harmonizes the main population table; QA table country names are kept at the source's 1938 historical borders (we expose a current_name_hint column from the parenthetical labels). Mapping QA to 1991 borders is left to the OMM consumer.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
The 2026-05-28 step is now fully Gapminder-free: SG is no longer used as
a complement source for small territories nor for former states
(Czechoslovakia, Yugoslavia, E/W Germany, the Yemens, Ethiopia (former)).
USSR is unaffected (built from successors). Also fixes the stale meta.yml
copy that still described the Gapminder-v7 source mix.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
@lucasrodes

Copy link
Copy Markdown
Member Author

Written by Claude Code — @lucasrodes at the wheel.

Focus for next week: missing data. With Gapminder Systema Globalis now dropped (df1d1c9), the new OMM loses every row SG used to provide. From ai/population_ft/population_ft_comparison.ipynb (§3b — for every old-OMM row sourced from SG, does the new OMM still have a value at that country-year?):

old OMM rows sourced purely from Systema Globalis: 388 across 27 entities

                    entity         type SG years in old  covered in new  lost in new                          lost years
            Czechoslovakia former state  1600–1993 (84)               0           84 1600, 1700, 1800, 1820, 1850, 1870…
                Yugoslavia former state  1600–1992 (77)               0           77 1600, 1700, 1800, 1820, 1850, 1870…
         Ethiopia (former) former state  1600–1993 (48)               0           48 1600, 1700, 1800, 1820, 1950, 1951…
       Yemen Arab Republic former state  1800–1990 (23)               0           23 1800, 1820, 1970, 1971, 1972, 1973…
   Yemen People's Republic former state  1800–1990 (23)               0           23 1800, 1820, 1970, 1971, 1972, 1973…
              East Germany former state   1800–1990 (8)               0            8 1800, 1820, 1870, 1913, 1936, 1950…
              West Germany former state   1800–1990 (8)               0            8 1800, 1820, 1870, 1913, 1936, 1950…
          Saint Barthelemy    territory   1785–1885 (4)               0            4              1785, 1800, 1812, 1885
     Akrotiri and Dhekelia    territory   1800–2008 (3)               0            3                    1800, 2005, 2008
                      Guam    territory  1700–1940 (10)               8            2                          1700, 1788
                  Guernsey    territory   1800–1820 (2)               0            2                          1800, 1820
                    Jersey    territory   1800–1820 (2)               0            2                          1800, 1820
                    Kosovo    territory   1800–1820 (2)               0            2                          1800, 1820
                     Macao    territory  1555–1940 (12)              10            2                          1555, 1640
Saint Martin (French part)    territory   1800–1820 (2)               0            2                          1800, 1820
               South Sudan    territory   1600–1700 (2)               0            2                          1600, 1700
                   Bermuda    territory  1730–1939 (16)              15            1                                1730
              Cook Islands    territory  1700–1945 (13)              12            1                                1700
          French Polynesia    territory   1700–1946 (9)               8            1                                1700
                   Tokelau    territory   1700–1900 (5)               4            1                                1700
    British Virgin Islands    territory   1800–1946 (9)               9            0                                    
            Cayman Islands    territory   1800–1943 (6)               6            0                                    
                 Gibraltar    territory   1800–1820 (2)               2            0                                    
               Isle of Man    territory   1800–1820 (2)               2            0                                    
  Northern Mariana Islands    territory   1800–1820 (2)               2            0                                    
              Saint Helena    territory  1800–1946 (12)              12            0                                    
         Wallis and Futuna    territory   1800–1820 (2)               2            0                                    

entities fully removed from the dataset (9): ['Akrotiri and Dhekelia', 'Czechoslovakia', 'East Germany', 'Ethiopia (former)', 'Ireland (whole island)', 'West Germany', 'Yemen Arab Republic', "Yemen People's Republic", 'Yugoslavia']
entities added (1): ['Channel Islands']

Open questions to work through:

  • Former states (Czechoslovakia, Yugoslavia, E/W Germany, the Yemens, Ethiopia (former)): rebuild from successors like USSR, or accept the loss?
  • Ireland (whole island): removed by the Gapminder v7 drop itself (not SG) — needs a decision.
  • Small territories (Guernsey, Jersey, Kosovo, St Barthélemy, St Martin, Akrotiri, South Sudan): pre-1950 points gone; aggregate impact is ≤0.07% of World, but the per-entity series now start later.

Full analysis in the notebook (also published with the report: http://vibe.owid.io/reports/population-omm-federico-tena/ → assets, pending owid/vibe-webapps#9).

@github-actions

github-actions Bot commented Aug 7, 2026

Copy link
Copy Markdown
Contributor

This PR has had no activity within the last 30 days. It is considered stale and will be closed in 7 days if no further activity is detected.

@github-actions github-actions Bot added the stale label Aug 7, 2026
@github-actions github-actions Bot closed this Aug 14, 2026
@lucasrodes lucasrodes reopened this Aug 14, 2026
@github-actions github-actions Bot removed the stale label Aug 15, 2026
@github-actions

Copy link
Copy Markdown
Contributor

This PR has had no activity within the last 30 days. It is considered stale and will be closed in 7 days if no further activity is detected.

@github-actions github-actions Bot added the stale label Sep 14, 2026
@github-actions github-actions Bot closed this Sep 21, 2026
@lucasrodes lucasrodes reopened this Sep 21, 2026
Conflicts were confined to dag/health.yml and dag/natural_disasters.yml:

- health.yml: kept master's new GHO "latest year" reminder comment and its
  three new WHO Preventive Chemotherapy NTD steps (lymphatic filariasis,
  schistosomiasis, soil-transmitted helminthiases); kept this branch's
  repoint of measles_long_run / measles_deaths_long_run to the F-T
  population OMM.
- natural_disasters.yml: kept master's WDI bump (2026-02-27 -> 2026-07-27)
  alongside this branch's population repoint.

Also bumped the new 2026-05-28 population OMM's income_groups dependency
from wb/2025-07-01 to wb/2026-07-01, which master moved to everywhere else
(git auto-merged the sibling 2024-07-15 block but could not know about the
new one).

Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
@github-actions github-actions Bot removed the stale label Sep 22, 2026

This branch has not been deployed

No deployments
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment

Labels

None yet

Projects

None yet

Development

Successfully merging this pull request may close these issues.

2 participants