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

14 datasets

monthly
  • 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
  • Eurostat

    EU27 trade value by partner, monthly

    Monthly imports and exports of the EU27 (from 2020) in million euro, by partner, for total trade in goods (SITC Rev.4 all products). Eurostat dataset ext_st_eu27_2020sitc ('EU27 (from 2020) trade by SITC product group'). Each row is one (month, partner, flow): trade value in million euro. Method: Eurostat compiles customs and Intrastat declarations reported by EU member states; partner 'CN_X_HK' is China excluding Hong Kong, and aggregates (EU27_2020, EXT_EU27_2020, EFTA, ASEAN, ...) are included as published. Units: million euro. Caveats: recent months are provisional and revised as late declarations arrive; values are not seasonally adjusted. Coverage: EU27 trade with 56 partners, 2002-01 to the present, monthly. Provenance: Eurostat keyless JSON-stat API, free reuse with attribution (Commission Decision 2011/833/EU) - please cite Eurostat. Primary key: (month, partner_code, flow). Join keys: partner_code (ISO 3166-1 alpha-2 for countries), month. Cadence: refreshed monthly; Eurostat updates the dataset around mid-month. Sample use: filter flow='imports' and partner_code='US' to track EU imports from the United States.

    • trade
    • imports
    • exports
    • eurostat
    rows
    33,040
    Quality
    100
    Updated
    Sep 23, 2026
    Fresh
    License
    Commercial use OK
  • Eurostat

    EU27 trade volume index by partner, monthly

    Monthly imports and exports of the EU27 (from 2020) as volume indices (2021=100, unadjusted), by partner, for total trade in goods (SITC Rev.4 all products). Eurostat dataset ext_st_eu27_2020sitc ('EU27 (from 2020) trade by SITC product group'). Each row is one (month, partner, flow): the volume index. Method: Eurostat compiles customs and Intrastat declarations reported by EU member states and deflates values into volume indices; partner 'CN_X_HK' is China excluding Hong Kong, and aggregates (EU27_2020, EXT_EU27_2020, EFTA, ASEAN, ...) are included as published. Units: index points, 2021=100. Caveats: unadjusted for seasonality and calendar effects; recent months are provisional and revised as late declarations arrive. Coverage: EU27 trade with 56 partners, 2002-01 to the present, monthly. Provenance: Eurostat keyless JSON-stat API, free reuse with attribution (Commission Decision 2011/833/EU) - please cite Eurostat. Primary key: (month, partner_code, flow). Join keys: partner_code (ISO 3166-1 alpha-2 for countries), month. Cadence: refreshed monthly. Sample use: compare the imports volume index for partner_code='CN_X_HK' against 'US' to track real import growth by origin.

    • trade
    • imports
    • exports
    • eurostat
    rows
    33,032
    Quality
    100
    Updated
    Sep 23, 2026
    Fresh
    License
    Commercial use OK
  • NASA POWER

    NASA POWER monthly climate — 54 world cities (1981–present)

    Monthly mean solar and meteorological parameters for 54 world cities from NASA's POWER API (sources: SYN1deg, MERRA-2), January 1981 to the current month: air temperature, precipitation, relative humidity, wind, surface pressure, and surface solar irradiance / PAR. Long-run climate-trend companion to the daily dataset.

    • nasa
    • climate
    • weather
    • solar-energy
    rows
    29,646
    Quality
    100
    Updated
    Sep 21, 2026
    Fresh
    License
    Commercial use OK
  • OECD Composite Leading Indicators

    OECD business confidence indicator

    Monthly OECD standardised business confidence indicator (measure BCICP), amplitude adjusted, long term average = 100, seasonally adjusted, for OECD members, key partners and major aggregates.

    • business-confidence
    • surveys
    • macro
    • oecd
    rows
    27,818
    Quality
    97
    Updated
    Sep 21, 2026
    Fresh
    License
    No commercial use
  • OECD Composite Leading Indicators

    OECD composite leading indicator (amplitude adjusted)

    Monthly OECD Composite Leading Indicator (measure LI: "Composite leading indicator (CLI)"), amplitude adjusted, long term average = 100. Designed to give early signals of turning points of economic activity, for OECD members, key partners and major aggregates.

    • leading-indicator
    • business-cycle
    • macro
    • oecd
    rows
    14,263
    Quality
    97
    Updated
    Sep 21, 2026
    Fresh
    License
    No commercial use
  • OECD Composite Leading Indicators

    OECD composite leading indicator (normalised)

    Monthly OECD Composite Leading Indicator (measure LI: "Composite leading indicator (CLI)"), normalised, long term average = 100. Designed to give early signals of turning points of economic activity, for OECD members, key partners and major aggregates.

    • leading-indicator
    • business-cycle
    • macro
    • oecd
    rows
    14,263
    Quality
    97
    Updated
    Sep 21, 2026
    Fresh
    License
    No commercial use
  • OECD Composite Leading Indicators

    OECD consumer confidence indicator

    Monthly OECD standardised consumer confidence indicator (measure CCICP), amplitude adjusted, long term average = 100, seasonally adjusted, for OECD members, key partners and major aggregates.

    • consumer-confidence
    • surveys
    • macro
    • oecd
    rows
    24,449
    Quality
    97
    Updated
    Sep 21, 2026
    Fresh
    License
    No commercial use
  • OECD Key Economic Indicators

    OECD Key Economic Indicators: consumer prices

    Monthly consumer price index (OECD KEI measure CP: "Consumer prices"), base year 2015=100 (BASE_PER=2015 in the source response), for OECD members, key partners and major aggregates.

    • inflation
    • cpi
    • prices
    • macro
    rows
    33,908
    Quality
    97
    Updated
    Sep 21, 2026
    Fresh
    License
    No commercial use
  • OECD Key Economic Indicators

    OECD Key Economic Indicators: long-term interest rates

    Monthly long-term interest rate (OECD KEI measure IRLT: "Long-term interest rates"; typically the 10-year government bond yield), in percent per annum, for OECD members, key partners and major aggregates.

    • interest-rates
    • bonds
    • yields
    • finance
    rows
    21,470
    Quality
    97
    Updated
    Sep 21, 2026
    Fresh
    License
    No commercial use
  • OECD Key Economic Indicators

    OECD Key Economic Indicators: producer prices

    Monthly producer price index (OECD KEI measure PP: "Producer prices"), base year 2015=100 (BASE_PER=2015 in the source response), for OECD members, key partners and major aggregates.

    • inflation
    • ppi
    • producer-prices
    • macro
    rows
    12,901
    Quality
    97
    Updated
    Sep 21, 2026
    Fresh
    License
    No commercial use
  • OECD Key Economic Indicators

    OECD Key Economic Indicators: unemployment rate

    Monthly unemployment rate (OECD KEI measure UNEMP: "Unemployment"), as a percentage of the labour force, calendar and seasonally adjusted, for OECD members, key partners and major aggregates.

    • unemployment
    • labour
    • macro
    • oecd
    rows
    18,631
    Quality
    97
    Updated
    Sep 21, 2026
    Fresh
    License
    No commercial use