{
  "slug": "output-carbon-emissions-bubbles",
  "topic": "Energy & environment",
  "kind": "bubble",
  "title": "GDP and carbon emissions",
  "subtitle": "GDP per person × carbon emissions · 2024",
  "takeaway": "The 25 largest populations among 195 economies with complete inputs in one shared year. Circle area represents population.",
  "period": "2024",
  "unit": "Separate units; see each measure",
  "publisher": "World Bank / Global Carbon Budget / Our World in Data",
  "sourceUrl": "https://owid-public.owid.io/data/co2/owid-co2-data.csv",
  "licenseUrl": "https://robbieandrew.github.io/GCB2025/",
  "attribution": "The World Bank: World Development Indicators: Country official statistics, National Statistical Organizations and/or Central Banks; National Accounts data files, Organisation for Economic Co-operation and Development (OECD); Staff estimates, World Bank (WB). Indicator NY.GDP.PCAP.KD. | Global Carbon Budget (2025), processed by Our World in Data; accessed 2026-10-04T16:38:11.816Z. | The World Bank: World Development Indicators: World Population Prospects, United Nations (UN), uri: https://population.un.org/wpp/, publisher: UN Population Division; Statistical databases and publications from national statistical offices, National Statistical Offices (NSOs), uri: https://unstats.un.org/home/nso_sites/, publisher: National Statistical Offices; Eurostat: Demographic Statistics, Eurostat (ESTAT), uri: https://ec.europa.eu/eurostat/data/database?node_code=earn_ses_monthly, publisher: Eurostat; Population and Vital Statistics Report (various years), United Nations (UN), uri: https://unstats.un.org, publisher: UN Statistics Division. Indicator SP.POP.TOTL.",
  "retrievedAt": "2026-10-04T16:38:11.816Z",
  "vintage": "wdi-2026-10-08-0a6eb6ab25b7+release-aeeb6ddf-6cce-4970-a73b-0d9cd459923d",
  "explorer": "/compare/",
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      "metricId": "metric.gdp-per-capita",
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      "unit": "Constant 2015 USD per person",
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      "sourceUrl": "https://data.worldbank.org/indicator/SP.POP.TOTL?locations=GEO",
      "sourceLocator": "https://api.worldbank.org/v2/country/GEO/indicator/SP.POP.TOTL?source=2&format=json&date=2024&footnote=y",
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    {
      "place": "Guinea-Bissau",
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      "sourceLocator": "https://api.worldbank.org/v2/country/GNB/indicator/NY.GDP.PCAP.KD?source=2&format=json&date=2024&footnote=y",
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      "measure": "GDP per person",
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    },
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      "value": "2201352",
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      "sourceLocator": "https://api.worldbank.org/v2/country/GNB/indicator/SP.POP.TOTL?source=2&format=json&date=2024&footnote=y",
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      "measure": "Population",
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    },
    {
      "place": "Albania",
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      "value": "4.444447994232178",
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      "status": "present · Arithmetic mean of January 1st population estimates for 2024 and 2025 from INSTAT which incorporate the 2023 census.",
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      "sourceLocator": "https://api.worldbank.org/v2/country/ALB/indicator/SP.POP.TOTL?source=2&format=json&date=2024&footnote=y",
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      "measure": "Population",
      "role": "size",
      "unit": "people",
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    },
    {
      "place": "Cameroon",
      "code": "CMR",
      "period": "2024",
      "value": "1480.73097431993",
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      "sourceUrl": "https://data.worldbank.org/indicator/NY.GDP.PCAP.KD?locations=CMR",
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    {
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      "status": "present",
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      "sourceLocator": "https://owid-public.owid.io/data/co2/owid-co2-data.csv#record=8639&field=co2",
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      "measure": "Carbon emissions",
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      "unit": "Million tonnes of CO₂",
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      "code": "CMR",
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      "value": "29123744",
      "status": "present",
      "sourceUrl": "https://data.worldbank.org/indicator/SP.POP.TOTL?locations=CMR",
      "sourceLocator": "https://api.worldbank.org/v2/country/CMR/indicator/SP.POP.TOTL?source=2&format=json&date=2024&footnote=y",
      "metricId": "metric.population",
      "measure": "Population",
      "role": "size",
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    },
    {
      "place": "El Salvador",
      "code": "SLV",
      "period": "2024",
      "value": "4576.55846613444",
      "status": "present",
      "sourceUrl": "https://data.worldbank.org/indicator/NY.GDP.PCAP.KD?locations=SLV",
      "sourceLocator": "https://api.worldbank.org/v2/country/SLV/indicator/NY.GDP.PCAP.KD?source=2&format=json&date=2024&footnote=y",
      "metricId": "metric.gdp-per-capita",
      "measure": "GDP per person",
      "role": "x",
      "unit": "Constant 2015 USD per person",
      "displayed": false
    },
    {
      "place": "El Salvador",
      "code": "SLV",
      "period": "2024",
      "value": "8.972290992736816",
      "status": "present",
      "sourceUrl": "https://owid-public.owid.io/data/co2/owid-co2-data.csv",
      "sourceLocator": "https://owid-public.owid.io/data/co2/owid-co2-data.csv#record=14015&field=co2",
      "metricId": "metric.open.carbon-emissions",
      "measure": "Carbon emissions",
      "role": "y",
      "unit": "Million tonnes of CO₂",
      "displayed": false
    },
    {
      "place": "El Salvador",
      "code": "SLV",
      "period": "2024",
      "value": "6338193",
      "status": "present",
      "sourceUrl": "https://data.worldbank.org/indicator/SP.POP.TOTL?locations=SLV",
      "sourceLocator": "https://api.worldbank.org/v2/country/SLV/indicator/SP.POP.TOTL?source=2&format=json&date=2024&footnote=y",
      "metricId": "metric.population",
      "measure": "Population",
      "role": "size",
      "unit": "people",
      "displayed": false
    }
  ],
  "method": "Use the newest common year with at least half the maximum annual complete-input coverage (101 minimum). Choose the 25 largest populations among complete economies with positive GDP per person and population. The horizontal axis is logarithmic (equal distances show equal ratios); the vertical axis is linear, 0 to 15000 Million tonnes of CO₂. Circle area is proportional to population. Number labels connect to the true circle positions where needed.",
  "notes": [
    "186 of 217 retained reporting economies have values in 2025; coverage is not a complete world ranking. Highest does not imply best.",
    "GDP per capita measures average economic output, not wages, disposable income, or household wealth.",
    "Constant 2015 US dollars are not purchasing-power-parity dollars. Cross-country levels do not measure the cost of living or what residents can buy.",
    "National accounts methods and revisions may differ across countries.",
    "Source notes and numeric strings remain unchanged in downloads. The latest retained reporting year can differ across datasets.",
    "204 of 206 retained reporting economies have values in 2024; coverage is not a complete world ranking. Highest does not imply best.",
    "Territorial emissions exclude land-use change and emissions embedded in imported goods.",
    "Values are in million tonnes; this is not CO₂-equivalent for all greenhouse gases.",
    "Historical estimates can be revised.",
    "Midyear estimates can be revised; these are populations, not growth rates.",
    "Source flags and notes remain in the table and downloads. Display labels are rounded; exports retain source numeric strings.",
    "A cross-sectional association does not establish causation. GDP per person is constant 2015 USD, not purchasing-power-adjusted income. Each measure retains its own unit and definition. Missing inputs are retained in the table but not drawn.",
    "Carbon emissions are country totals, not emissions per person. Country size affects this comparison."
  ],
  "advanced": {
    "measures": [
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        "label": "GDP per person",
        "unit": "Constant 2015 USD per person",
        "role": "x",
        "definition": "Annual economic output divided by population, expressed in US dollars at constant 2015 prices.",
        "publisher": "World Bank",
        "sourceUrl": "https://data.worldbank.org/indicator/NY.GDP.PCAP.KD",
        "licenseUrl": "https://data.worldbank.org/summary-terms-of-use",
        "attribution": "The World Bank: World Development Indicators: Country official statistics, National Statistical Organizations and/or Central Banks; National Accounts data files, Organisation for Economic Co-operation and Development (OECD); Staff estimates, World Bank (WB). Indicator NY.GDP.PCAP.KD.",
        "retrievedAt": "2026-10-11T02:27:33.851Z"
      },
      {
        "metricId": "metric.open.carbon-emissions",
        "label": "Carbon emissions",
        "unit": "Million tonnes of CO₂",
        "role": "y",
        "definition": "Annual total emissions of carbon dioxide (CO₂), excluding land-use change, measured in million tonnes.",
        "publisher": "Global Carbon Budget / Our World in Data",
        "sourceUrl": "https://owid-public.owid.io/data/co2/owid-co2-data.csv",
        "licenseUrl": "https://robbieandrew.github.io/GCB2025/",
        "attribution": "Global Carbon Budget (2025), processed by Our World in Data; accessed 2026-10-04T16:38:11.816Z.",
        "retrievedAt": "2026-10-04T16:38:11.816Z"
      },
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        "label": "Population",
        "unit": "people",
        "role": "size",
        "definition": "Estimated population at midyear, counting residents regardless of citizenship or legal status.",
        "publisher": "World Bank",
        "sourceUrl": "https://data.worldbank.org/indicator/SP.POP.TOTL",
        "licenseUrl": "https://data.worldbank.org/summary-terms-of-use",
        "attribution": "The World Bank: World Development Indicators: World Population Prospects, United Nations (UN), uri: https://population.un.org/wpp/, publisher: UN Population Division; Statistical databases and publications from national statistical offices, National Statistical Offices (NSOs), uri: https://unstats.un.org/home/nso_sites/, publisher: National Statistical Offices; Eurostat: Demographic Statistics, Eurostat (ESTAT), uri: https://ec.europa.eu/eurostat/data/database?node_code=earn_ses_monthly, publisher: Eurostat; Population and Vital Statistics Report (various years), United Nations (UN), uri: https://unstats.un.org, publisher: UN Statistics Division. Indicator SP.POP.TOTL.",
        "retrievedAt": "2026-10-11T02:27:33.851Z"
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      "ETH",
      "MEX",
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      "TUR",
      "DEU",
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    "yMaximum": 15000,
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    "yLabel": "Carbon emissions · Million tonnes of CO₂",
    "sizeLabel": "population"
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}