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Open datasets, fully documented — searchable here, and readable by any LLM.

3 datasets

emissions
  • Global Carbon Accountability Signals (derived)

    Global carbon accountability signals (per-capita, intensity, historical responsibility)

    Value-added carbon-accountability signals from free Our World in Data CO2 data: per-capita emissions, carbon intensity of GDP, global and cumulative emission shares with decarbonization trends, peaked-emissions flags, anomaly flags and cross-country ranks across ~200 countries. All computation is local pandas/numpy; no paid models or APIs.

    • co2
    • emissions
    • carbon
    • climate
    rows
    84,436
    Quality
    100
    Updated
    Sep 22, 2026
    Fresh
    License
    Commercial use OK
  • Ember

    Monthly electricity generation by source and country (Ember)

    Monthly electricity generation, generation mix shares, CO2 emissions and emissions intensity by electricity source for around 230 countries and economies plus regional aggregates, from Ember's harmonized monthly electricity dataset (https://files.ember-energy.org/public-downloads/generation/outputs/release_generation_monthly_global.csv). Each row is one (month, area, electricity source): generation in TWh with year-on-year changes, share of that area's generation in percent, CO2 emissions in MtCO2e with year-on-year changes, share of emissions, and emissions intensity in gCO2e/kWh, alongside area metadata (ISO alpha-3 code, continent, Ember region, EU/OECD/G20/G7/ASEAN membership). Method: Ember harmonizes national statistics; sources flagged is_aggregated_source=True (Clean, Fossil, Renewables, Total generation, Wind and solar, 'Hydro, bioenergy and other renewables') are composites of the granular sources, and 'Demand'/'Net imports' are balance rows. Units: TWh for generation, MtCO2e for emissions, gCO2e/kWh for intensity, percent / percentage points for shares and changes. Caveats: YoY-change columns are empty for each series' first 12 months; regional aggregates have no iso3 code; the latest 1-2 months are provisional and routinely revised. Coverage: worldwide, 1998-12 to the present, monthly granularity. Provenance: Ember keyless public CSV, CC BY 4.0 - please cite Ember (ember-energy.org). Primary key: (month, area, electricity_source). Join keys: iso3 (ISO 3166-1 alpha-3), month. Cadence: refreshed monthly; new months typically appear ~6 weeks after month-end. Sample use: filter area='Germany' and is_aggregated_source=False to track its generation mix over time.

    • energy
    • electricity
    • renewables
    • emissions
    rows
    178,200
    Quality
    99
    Updated
    Sep 23, 2026
    Fresh
    License
    Commercial use OK
  • Our World in Data

    CO₂ and greenhouse gas emissions

    Annual CO₂ and greenhouse gas emissions by country, from the Global Carbon Project via Our World in Data. Includes fossil CO₂, land-use change emissions, per-capita and per-GDP intensities.

    • co2
    • emissions
    • climate
    • owid
    rows
    50,411
    Quality
    85
    Updated
    Sep 21, 2026
    Fresh
    License
    Commercial use OK