{
  "schemaVersion": "clim18-source-method-quality/v2",
  "snapshotId": "ember-2026-09-22-retrieved-2026-09-24",
  "source": {
    "publisher": "Ember",
    "title": "Yearly Electricity Data",
    "url": "https://ember-energy.org/data/yearly-electricity-data/",
    "downloadUrl": "https://files.ember-energy.org/public-downloads/generation/outputs/release_generation_yearly_global.csv",
    "retrievedAt": "2026-09-24T12:34:57.362Z",
    "vintage": "2026-09-22T16:24:55Z (publisher Last-Modified; no numbered release)",
    "license": "CC-BY-4.0",
    "unit": "TWh",
    "coverageNote": "World, fixed EU-27 and 17 countries, 2000–2025. All 19 requested entities have complete annual aggregate coverage; 10 have complete fuel detail and 9 have partial detail. The latter use published aggregates throughout, with missing leaves kept null. Complete annual export coverage includes estimates and does not mean every value is observed."
  },
  "attribution": "Ember, Yearly Electricity Data, September 22, 2026 snapshot. Adapted for CLIM-18.",
  "licenseUrl": "https://ember-energy.org/creative-commons/",
  "sourceIdentity": {
    "originalBytes": 16084305,
    "originalSha256": "ea214963f4a98b26f52aaf541736d4310349a905e64f83e63425bfc3ab6255d7"
  },
  "methodologicalSources": [
    {
      "title": "Ember electricity data methodology",
      "url": "https://files.ember-energy.org/public-downloads/ember_electricity_data_methodology.pdf",
      "retrievedAt": "2026-09-24T12:36:51.536Z",
      "pages": "9–14 (definitions, annual estimates, trade, capacity); 43–44 (Germany); 49 (India); 91 (United States). PDF page positions are used."
    },
    {
      "title": "Global Electricity Review 2026",
      "publicationDate": "2026-04-21",
      "url": "https://ember-energy.org/latest-insights/global-electricity-review-2026/",
      "role": "Separate published headline benchmark, not a replacement data vintage."
    }
  ],
  "methods": {
    "classification": "Descriptive observation and accounting; no causal identification or grid simulation.",
    "frequency": "Calendar year. The actual export has a Year column, no Month column. The July 2026 landing-page format note incorrectly says month; the annual file and year keys govern this pipeline.",
    "updateCadence": "The publisher says twice monthly. This pipeline is offline and pinned to the September 22, 2026 file retrieved September 24; it does not silently refresh.",
    "generation": "Published Generation (TWh) values are parsed into integer thousandths of TWh, preserving their decimal values. No interpolation, rescaling, or unit conversion is applied.",
    "fossil": "Complete detail: coal + gas + otherFossil. Partial detail: Ember's published Fossil aggregate. The basis is fixed for all 26 years of each entity.",
    "clean": "Complete detail: nuclear + hydro + wind + solar + bioenergy + otherRenewables. Partial detail: Ember's published Clean aggregate, defined as nuclear plus renewables. The basis is fixed for all 26 years, including years with more available detail.",
    "residual": "totalGeneration - fossil - clean, in integer thousandths of TWh. It is a separately reported balance, not an assumed clean fuel or a measurement of an unidentified technology.",
    "reconciliation": "Total generation is always checked against published Fossil + Clean. Other published aggregates are checked against complete leaf groups and available non-overlapping aggregate hierarchies. Incomplete comparisons are explicitly recorded, not passed as zeros. The tolerance is (number of independently rounded terms + 1) × 0.0005 TWh at the export's 0.001 TWh resolution; a larger mismatch fails. The public accounting identity has no tolerance adjustment.",
    "unallocatedDetail": "For partial entities, a chart may derive clean - sum(known clean leaves) as an explicitly labeled unallocated clean/missing-detail/rounding component, not as an observed fuel. This can be zero or slightly negative and is never clamped. It is not the separate total - fossil - clean residual. The quality ledger preserves published aggregates, known leaf sums, missing fields and signed differences, including complete-group rounding.",
    "demand": "The methodology defines demand as production plus net imports. Both are read from their own source rows, not substituted for each other. The definition is upstream of retail end-use consumption and does not remove system losses or generator use.",
    "netImports": "Positive values denote net imports, negative values net exports. The world has no separate net-import row and is null, never an invented zero. Ember may carry forward imports when current generation is available but trade data are not.",
    "capacity": "Solar and wind Capacity (GW) values come from the same frozen Ember rows. The methodology identifies IRENA among upstream capacity sources. No separate IRENA edition is mixed in; GW is not converted into annual generation.",
    "missing": "Total generation, Fossil and Clean must be published for all 2000–2025 years. Complete entities also require all nine leaf rows; partial entities preserve every known fuel and null every absent one. Missing optional demand, imports, capacity or validation-only aggregates remain null and are recorded. No requested country is silently filtered out.",
    "geography": "Published World and EU rows are used once. EU-27 membership is checked against the source's current EU-member flags and the 27 member totals every year. No country totals are added to overlapping regional aggregates.",
    "sourceEstimates": "The methodology explains latest-year estimates from monthly changes applied to historical annual values, possible ARIMA projections, incomplete distributed/captive coverage and thermal disaggregation. There is no row-level observed/provisional flag in this export.",
    "methodologyCaution": "The current methodology PDF's regional-estimates paragraph still names 2024 while its annual-data section and this export reach 2025. No stronger observation-status claim is inferred from that inconsistent wording.",
    "fuelDefinitions": "Other renewables includes geothermal, tidal and wave; other fossil includes oil/petroleum, manufactured gases and waste. Solar includes PV and solar thermal, with distributed estimates where possible. Hydro excludes pumped generation where possible.",
    "changes": "End-year minus start-year values. All 325 ordered start/end pairs per entity are exported; headline comparisons include 2000, 2010, 2015, 2019, 2020 and 2024 versus 2025. A leaf or optional-metric change is null unless both endpoints are known. No missing leaf is backfilled from an aggregate difference. Clean growth divided by generation growth is reported only when generation grows. That accounting ratio is not an estimate of causally displaced electricity."
  },
  "caveats": [
    "This is a descriptive annual electricity account, not a causal estimate of fossil displacement.",
    "Complete 2000–2025 coverage means annual entries in the frozen export. Ember combines reported data, estimates and projections; the CSV does not identify observation status for individual rows.",
    "Clean means nuclear plus hydro, wind, solar, bioenergy and other renewables. It does not mean zero emissions. Ember warns that bioenergy's climate impact depends on feedstocks and sourcing.",
    "Complete entities use sums of all nine published leaf-fuel values. Partial entities use published Fossil and Clean aggregates for every year, never switching basis year by year. No overlapping aggregates are added to fuel observations.",
    "Residual is reported total generation minus fossil minus clean on the entity's fixed basis. It may be negative because of rounding; it is never allocated to clean generation.",
    "For partial detail, clean minus the sum of known clean fuels is a derived unallocated missing-detail/rounding balance, not an Other renewables or nuclear observation. It is separate from residual. Even a zero balance does not establish a missing fuel as zero.",
    "Demand is Ember's generation-plus-net-imports boundary, not retail electricity consumption. Imports are positive and net exports negative. Generation and demand must not be interchanged.",
    "World contains all selected countries; EU-27 contains Germany, France, Spain, Italy and Poland. They are comparison entities, not additive regions. EU-27 uses fixed current membership, including years before some members joined, and excludes the UK throughout.",
    "All 17 requested countries are included. Nine have partial fuel detail: China, India, Brazil, Canada, Japan, South Korea, Australia, Indonesia and South Africa. Missing source rows remain null, including China and India's Other renewables in all 26 years.",
    "Capacity is nameplate GW, not generated TWh. Solar AC/DC reporting is not fully harmonized across countries. Annual capacity and output do not establish curtailment, hourly reliability or grid adequacy.",
    "The September snapshot revises some April 2026 Global Electricity Review headlines. The benchmark report and latest observations are compared, never spliced into one time series.",
    "The archive contains 12 negative non-trade generation entries, including seven EU-member entries in 2025. Spain's 2025 Other renewables is -0.045 TWh and is included unchanged. Other affected countries are outside this requested panel; regional aggregates are not corrected."
  ],
  "quality": {
    "schemaVersion": "clim18-quality/v2",
    "accountSchemaVersion": "clim18-electricity/v2",
    "snapshotId": "ember-2026-09-22-retrieved-2026-09-24",
    "scope": "Frozen-source integrity, complete selected-panel coverage, exact accounting and published-rounding reconciliation. This does not certify the publisher's underlying estimates.",
    "raw": {
      "rows": 104203,
      "uniqueKeys": 104203,
      "areas": 224,
      "firstYear": 1985,
      "lastYear": 2025,
      "schema": [
        "Area",
        "ISO 3 code",
        "Year",
        "Area type",
        "Electricity source",
        "Is aggregated source",
        "Generation (TWh)",
        "Generation YoY change (TWh)",
        "Generation YoY change (%)",
        "Share of generation (%)",
        "Share of generation YoY change (% points)",
        "Capacity (GW)",
        "Emissions (MtCO2e)",
        "Emissions YoY change (MtCO2e)",
        "Emissions YoY change (%)",
        "Share of emissions (%)",
        "Emissions intensity (gCO2e/kWh)",
        "Continent",
        "Ember region",
        "EU member",
        "OECD member",
        "G20 member",
        "G7 member",
        "ASEAN member"
      ],
      "actualFrequency": "annual"
    },
    "selected": {
      "entities": [
        "world",
        "eu",
        "germany",
        "us",
        "china",
        "india",
        "brazil",
        "canada",
        "uk",
        "france",
        "spain",
        "italy",
        "poland",
        "japan",
        "south-korea",
        "australia",
        "indonesia",
        "south-africa",
        "turkey"
      ],
      "firstYear": 2000,
      "lastYear": 2025,
      "entityYears": 494,
      "expectedEntityYears": 494,
      "countryCount": 17,
      "aggregateCount": 2,
      "detailTiers": {
        "complete": 10,
        "partial": 9
      },
      "entityDetails": [
        {
          "id": "world",
          "label": "World",
          "shortLabel": "World",
          "kind": "aggregate",
          "region": "Global",
          "detailTier": "complete",
          "accountBasis": "leaf-sums",
          "coverageNote": "Ember's published world aggregate, including estimates for missing country-years. 2000–2025 has complete annual export coverage, not uniformly observed data. World demand equals generation in this product; a separate world net-import row is not published.",
          "years": [
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            2001,
            2002,
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          ],
          "missingLeafCategories": [],
          "missingValidationCategories": [],
          "missingLeafValues": 0,
          "completeLeafYears": [
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          ]
        },
        {
          "id": "eu",
          "label": "European Union (EU-27)",
          "shortLabel": "EU-27",
          "kind": "aggregate",
          "region": "Europe",
          "detailTier": "complete",
          "accountBasis": "leaf-sums",
          "coverageNote": "Fixed current EU-27 membership throughout 2000–2025, excluding the UK. The source's EU-member flags identify the 27 members; their totals reconcile to the published EU aggregate within rounding in every year. Germany is nested in this group.",
          "years": [
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            2003,
            2004,
            2005,
            2006,
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          ],
          "missingLeafCategories": [],
          "missingValidationCategories": [],
          "missingLeafValues": 0,
          "completeLeafYears": [
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          ]
        },
        {
          "id": "germany",
          "label": "Germany",
          "shortLabel": "Germany",
          "kind": "country",
          "region": "Europe",
          "detailTier": "complete",
          "accountBasis": "leaf-sums",
          "coverageNote": "Domestic generation, 2000–2025. Ember combines annual and recent monthly sources, including estimates for captive gas and distributed solar. Germany is also included in EU-27.",
          "years": [
            2000,
            2001,
            2002,
            2003,
            2004,
            2005,
            2006,
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            2008,
            2009,
            2010,
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          ],
          "missingLeafCategories": [],
          "missingValidationCategories": [],
          "missingLeafValues": 0,
          "completeLeafYears": [
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            2001,
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            2014,
            2015,
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            2018,
            2019,
            2020,
            2021,
            2022,
            2023,
            2024,
            2025
          ]
        },
        {
          "id": "us",
          "label": "United States",
          "shortLabel": "US",
          "kind": "country",
          "region": "Americas",
          "detailTier": "complete",
          "accountBasis": "leaf-sums",
          "coverageNote": "Domestic generation, 2000–2025, in the same Ember release. Annualized and distributed-generation estimates may be revised; annual coverage is not an hourly adequacy measure.",
          "years": [
            2000,
            2001,
            2002,
            2003,
            2004,
            2005,
            2006,
            2007,
            2008,
            2009,
            2010,
            2011,
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          ],
          "missingLeafCategories": [],
          "missingValidationCategories": [],
          "missingLeafValues": 0,
          "completeLeafYears": [
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            2003,
            2004,
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            2006,
            2007,
            2008,
            2009,
            2010,
            2011,
            2012,
            2013,
            2014,
            2015,
            2016,
            2017,
            2018,
            2019,
            2020,
            2021,
            2022,
            2023,
            2024,
            2025
          ]
        },
        {
          "id": "china",
          "label": "China",
          "shortLabel": "China",
          "kind": "country",
          "region": "Asia",
          "detailTier": "partial",
          "accountBasis": "published-aggregates",
          "coverageNote": "Domestic generation, 2000–2025. Other renewables is absent in all 26 years. Published fossil and clean aggregates support comparison without inferring that fuel.",
          "years": [
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            2001,
            2002,
            2003,
            2004,
            2005,
            2006,
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          ],
          "missingLeafCategories": [
            {
              "field": "otherRenewables",
              "source": "Other renewables",
              "years": [
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                2003,
                2004,
                2005,
                2006,
                2007,
                2008,
                2009,
                2010,
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                2012,
                2013,
                2014,
                2015,
                2016,
                2017,
                2018,
                2019,
                2020,
                2021,
                2022,
                2023,
                2024,
                2025
              ]
            }
          ],
          "missingValidationCategories": [],
          "missingLeafValues": 26,
          "completeLeafYears": []
        },
        {
          "id": "india",
          "label": "India",
          "shortLabel": "India",
          "kind": "country",
          "region": "Asia",
          "detailTier": "partial",
          "accountBasis": "published-aggregates",
          "coverageNote": "Domestic generation, 2000–2025. Other renewables is absent in all 26 years. The separately published fossil headline is a benchmark, not a replacement data vintage.",
          "years": [
            2000,
            2001,
            2002,
            2003,
            2004,
            2005,
            2006,
            2007,
            2008,
            2009,
            2010,
            2011,
            2012,
            2013,
            2014,
            2015,
            2016,
            2017,
            2018,
            2019,
            2020,
            2021,
            2022,
            2023,
            2024,
            2025
          ],
          "missingLeafCategories": [
            {
              "field": "otherRenewables",
              "source": "Other renewables",
              "years": [
                2000,
                2001,
                2002,
                2003,
                2004,
                2005,
                2006,
                2007,
                2008,
                2009,
                2010,
                2011,
                2012,
                2013,
                2014,
                2015,
                2016,
                2017,
                2018,
                2019,
                2020,
                2021,
                2022,
                2023,
                2024,
                2025
              ]
            }
          ],
          "missingValidationCategories": [],
          "missingLeafValues": 26,
          "completeLeafYears": []
        },
        {
          "id": "brazil",
          "label": "Brazil",
          "shortLabel": "Brazil",
          "kind": "country",
          "region": "Americas",
          "detailTier": "partial",
          "accountBasis": "published-aggregates",
          "coverageNote": "Domestic generation, 2000–2025. Other renewables is absent in all 26 years. Hydro and bioenergy retain Ember's definitions; clean does not mean zero emissions.",
          "years": [
            2000,
            2001,
            2002,
            2003,
            2004,
            2005,
            2006,
            2007,
            2008,
            2009,
            2010,
            2011,
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            2020,
            2021,
            2022,
            2023,
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          ],
          "missingLeafCategories": [
            {
              "field": "otherRenewables",
              "source": "Other renewables",
              "years": [
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                2005,
                2006,
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                2020,
                2021,
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                2023,
                2024,
                2025
              ]
            }
          ],
          "missingValidationCategories": [],
          "missingLeafValues": 26,
          "completeLeafYears": []
        },
        {
          "id": "canada",
          "label": "Canada",
          "shortLabel": "Canada",
          "kind": "country",
          "region": "Americas",
          "detailTier": "partial",
          "accountBasis": "published-aggregates",
          "coverageNote": "Domestic generation, 2000–2025. Other renewables is absent in all 26 years. Net exports retain their negative sign and are separate from domestic generation.",
          "years": [
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            2001,
            2002,
            2003,
            2004,
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            2006,
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            2020,
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            2022,
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          ],
          "missingLeafCategories": [
            {
              "field": "otherRenewables",
              "source": "Other renewables",
              "years": [
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                2001,
                2002,
                2003,
                2004,
                2005,
                2006,
                2007,
                2008,
                2009,
                2010,
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                2012,
                2013,
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                2015,
                2016,
                2017,
                2018,
                2019,
                2020,
                2021,
                2022,
                2023,
                2024,
                2025
              ]
            }
          ],
          "missingValidationCategories": [],
          "missingLeafValues": 26,
          "completeLeafYears": []
        },
        {
          "id": "uk",
          "label": "United Kingdom",
          "shortLabel": "UK",
          "kind": "country",
          "region": "Europe",
          "detailTier": "complete",
          "accountBasis": "leaf-sums",
          "coverageNote": "Domestic generation, 2000–2025, with all nine fuel rows in every year. The UK is excluded from the fixed EU-27 aggregate throughout the panel.",
          "years": [
            2000,
            2001,
            2002,
            2003,
            2004,
            2005,
            2006,
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            2015,
            2016,
            2017,
            2018,
            2019,
            2020,
            2021,
            2022,
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            2024,
            2025
          ],
          "missingLeafCategories": [],
          "missingValidationCategories": [],
          "missingLeafValues": 0,
          "completeLeafYears": [
            2000,
            2001,
            2002,
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            2004,
            2005,
            2006,
            2007,
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            2014,
            2015,
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            2017,
            2018,
            2019,
            2020,
            2021,
            2022,
            2023,
            2024,
            2025
          ]
        },
        {
          "id": "france",
          "label": "France",
          "shortLabel": "France",
          "kind": "country",
          "region": "Europe",
          "detailTier": "complete",
          "accountBasis": "leaf-sums",
          "coverageNote": "Domestic generation, 2000–2025, with all nine fuel rows in every year. France is nested in EU-27; nuclear is included in clean generation.",
          "years": [
            2000,
            2001,
            2002,
            2003,
            2004,
            2005,
            2006,
            2007,
            2008,
            2009,
            2010,
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            2014,
            2015,
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            2019,
            2020,
            2021,
            2022,
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            2024,
            2025
          ],
          "missingLeafCategories": [],
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          "missingLeafValues": 0,
          "completeLeafYears": [
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            2014,
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            2018,
            2019,
            2020,
            2021,
            2022,
            2023,
            2024,
            2025
          ]
        },
        {
          "id": "spain",
          "label": "Spain",
          "shortLabel": "Spain",
          "kind": "country",
          "region": "Europe",
          "detailTier": "complete",
          "accountBasis": "leaf-sums",
          "coverageNote": "Domestic generation, 2000–2025, with all nine fuel rows in every year. Spain is nested in EU-27. The source reports Other renewables of -0.045 TWh in 2025; this signed publisher-quality limitation is retained, not clamped to zero.",
          "years": [
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            2003,
            2004,
            2005,
            2006,
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          ],
          "missingLeafCategories": [],
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          "missingLeafValues": 0,
          "completeLeafYears": [
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            2018,
            2019,
            2020,
            2021,
            2022,
            2023,
            2024,
            2025
          ]
        },
        {
          "id": "italy",
          "label": "Italy",
          "shortLabel": "Italy",
          "kind": "country",
          "region": "Europe",
          "detailTier": "complete",
          "accountBasis": "leaf-sums",
          "coverageNote": "Domestic generation, 2000–2025, with all nine fuel rows in every year. Italy is nested in EU-27. Generation and demand differ by published net imports.",
          "years": [
            2000,
            2001,
            2002,
            2003,
            2004,
            2005,
            2006,
            2007,
            2008,
            2009,
            2010,
            2011,
            2012,
            2013,
            2014,
            2015,
            2016,
            2017,
            2018,
            2019,
            2020,
            2021,
            2022,
            2023,
            2024,
            2025
          ],
          "missingLeafCategories": [],
          "missingValidationCategories": [],
          "missingLeafValues": 0,
          "completeLeafYears": [
            2000,
            2001,
            2002,
            2003,
            2004,
            2005,
            2006,
            2007,
            2008,
            2009,
            2010,
            2011,
            2012,
            2013,
            2014,
            2015,
            2016,
            2017,
            2018,
            2019,
            2020,
            2021,
            2022,
            2023,
            2024,
            2025
          ]
        },
        {
          "id": "poland",
          "label": "Poland",
          "shortLabel": "Poland",
          "kind": "country",
          "region": "Europe",
          "detailTier": "complete",
          "accountBasis": "leaf-sums",
          "coverageNote": "Domestic generation, 2000–2025, with all nine fuel rows in every year. Poland is included in the fixed EU-27 even before its accession.",
          "years": [
            2000,
            2001,
            2002,
            2003,
            2004,
            2005,
            2006,
            2007,
            2008,
            2009,
            2010,
            2011,
            2012,
            2013,
            2014,
            2015,
            2016,
            2017,
            2018,
            2019,
            2020,
            2021,
            2022,
            2023,
            2024,
            2025
          ],
          "missingLeafCategories": [],
          "missingValidationCategories": [],
          "missingLeafValues": 0,
          "completeLeafYears": [
            2000,
            2001,
            2002,
            2003,
            2004,
            2005,
            2006,
            2007,
            2008,
            2009,
            2010,
            2011,
            2012,
            2013,
            2014,
            2015,
            2016,
            2017,
            2018,
            2019,
            2020,
            2021,
            2022,
            2023,
            2024,
            2025
          ]
        },
        {
          "id": "japan",
          "label": "Japan",
          "shortLabel": "Japan",
          "kind": "country",
          "region": "Asia",
          "detailTier": "partial",
          "accountBasis": "published-aggregates",
          "coverageNote": "Domestic generation, 2000–2025. Other renewables is absent in all 26 years. The published aggregates do not establish a separate missing-fuel observation.",
          "years": [
            2000,
            2001,
            2002,
            2003,
            2004,
            2005,
            2006,
            2007,
            2008,
            2009,
            2010,
            2011,
            2012,
            2013,
            2014,
            2015,
            2016,
            2017,
            2018,
            2019,
            2020,
            2021,
            2022,
            2023,
            2024,
            2025
          ],
          "missingLeafCategories": [
            {
              "field": "otherRenewables",
              "source": "Other renewables",
              "years": [
                2000,
                2001,
                2002,
                2003,
                2004,
                2005,
                2006,
                2007,
                2008,
                2009,
                2010,
                2011,
                2012,
                2013,
                2014,
                2015,
                2016,
                2017,
                2018,
                2019,
                2020,
                2021,
                2022,
                2023,
                2024,
                2025
              ]
            }
          ],
          "missingValidationCategories": [],
          "missingLeafValues": 26,
          "completeLeafYears": []
        },
        {
          "id": "south-korea",
          "label": "South Korea",
          "shortLabel": "South Korea",
          "kind": "country",
          "region": "Asia",
          "detailTier": "partial",
          "accountBasis": "published-aggregates",
          "coverageNote": "Domestic generation, 2000–2025. Other renewables is absent in all 26 years. Known fuel values remain observations even when their sum matches a published aggregate.",
          "years": [
            2000,
            2001,
            2002,
            2003,
            2004,
            2005,
            2006,
            2007,
            2008,
            2009,
            2010,
            2011,
            2012,
            2013,
            2014,
            2015,
            2016,
            2017,
            2018,
            2019,
            2020,
            2021,
            2022,
            2023,
            2024,
            2025
          ],
          "missingLeafCategories": [
            {
              "field": "otherRenewables",
              "source": "Other renewables",
              "years": [
                2000,
                2001,
                2002,
                2003,
                2004,
                2005,
                2006,
                2007,
                2008,
                2009,
                2010,
                2011,
                2012,
                2013,
                2014,
                2015,
                2016,
                2017,
                2018,
                2019,
                2020,
                2021,
                2022,
                2023,
                2024,
                2025
              ]
            }
          ],
          "missingValidationCategories": [],
          "missingLeafValues": 26,
          "completeLeafYears": []
        },
        {
          "id": "australia",
          "label": "Australia",
          "shortLabel": "Australia",
          "kind": "country",
          "region": "Oceania",
          "detailTier": "partial",
          "accountBasis": "published-aggregates",
          "coverageNote": "Domestic generation, 2000–2025. Other renewables is absent throughout; nuclear is absent in 2000–2005 and explicitly published as zero thereafter. Missing is not zero.",
          "years": [
            2000,
            2001,
            2002,
            2003,
            2004,
            2005,
            2006,
            2007,
            2008,
            2009,
            2010,
            2011,
            2012,
            2013,
            2014,
            2015,
            2016,
            2017,
            2018,
            2019,
            2020,
            2021,
            2022,
            2023,
            2024,
            2025
          ],
          "missingLeafCategories": [
            {
              "field": "nuclear",
              "source": "Nuclear",
              "years": [
                2000,
                2001,
                2002,
                2003,
                2004,
                2005
              ]
            },
            {
              "field": "otherRenewables",
              "source": "Other renewables",
              "years": [
                2000,
                2001,
                2002,
                2003,
                2004,
                2005,
                2006,
                2007,
                2008,
                2009,
                2010,
                2011,
                2012,
                2013,
                2014,
                2015,
                2016,
                2017,
                2018,
                2019,
                2020,
                2021,
                2022,
                2023,
                2024,
                2025
              ]
            }
          ],
          "missingValidationCategories": [],
          "missingLeafValues": 32,
          "completeLeafYears": []
        },
        {
          "id": "indonesia",
          "label": "Indonesia",
          "shortLabel": "Indonesia",
          "kind": "country",
          "region": "Asia",
          "detailTier": "partial",
          "accountBasis": "published-aggregates",
          "coverageNote": "Domestic generation, 2000–2025. Nuclear is absent in all 26 years. Missing solar or wind capacity remains null independently of generation coverage.",
          "years": [
            2000,
            2001,
            2002,
            2003,
            2004,
            2005,
            2006,
            2007,
            2008,
            2009,
            2010,
            2011,
            2012,
            2013,
            2014,
            2015,
            2016,
            2017,
            2018,
            2019,
            2020,
            2021,
            2022,
            2023,
            2024,
            2025
          ],
          "missingLeafCategories": [
            {
              "field": "nuclear",
              "source": "Nuclear",
              "years": [
                2000,
                2001,
                2002,
                2003,
                2004,
                2005,
                2006,
                2007,
                2008,
                2009,
                2010,
                2011,
                2012,
                2013,
                2014,
                2015,
                2016,
                2017,
                2018,
                2019,
                2020,
                2021,
                2022,
                2023,
                2024,
                2025
              ]
            }
          ],
          "missingValidationCategories": [],
          "missingLeafValues": 26,
          "completeLeafYears": []
        },
        {
          "id": "south-africa",
          "label": "South Africa",
          "shortLabel": "South Africa",
          "kind": "country",
          "region": "Africa",
          "detailTier": "partial",
          "accountBasis": "published-aggregates",
          "coverageNote": "Domestic generation, 2000–2025. Other renewables is absent in all 26 years. Annual national totals do not establish hourly reliability or the incidence of load shedding.",
          "years": [
            2000,
            2001,
            2002,
            2003,
            2004,
            2005,
            2006,
            2007,
            2008,
            2009,
            2010,
            2011,
            2012,
            2013,
            2014,
            2015,
            2016,
            2017,
            2018,
            2019,
            2020,
            2021,
            2022,
            2023,
            2024,
            2025
          ],
          "missingLeafCategories": [
            {
              "field": "otherRenewables",
              "source": "Other renewables",
              "years": [
                2000,
                2001,
                2002,
                2003,
                2004,
                2005,
                2006,
                2007,
                2008,
                2009,
                2010,
                2011,
                2012,
                2013,
                2014,
                2015,
                2016,
                2017,
                2018,
                2019,
                2020,
                2021,
                2022,
                2023,
                2024,
                2025
              ]
            }
          ],
          "missingValidationCategories": [],
          "missingLeafValues": 26,
          "completeLeafYears": []
        },
        {
          "id": "turkey",
          "label": "Turkey",
          "shortLabel": "Turkey",
          "kind": "country",
          "region": "Asia",
          "detailTier": "complete",
          "accountBasis": "leaf-sums",
          "coverageNote": "Domestic generation, 2000–2025, with all nine fuel rows in every year. The stable public id turkey maps to Ember's Türkiye/TUR. Asia follows the source continent.",
          "years": [
            2000,
            2001,
            2002,
            2003,
            2004,
            2005,
            2006,
            2007,
            2008,
            2009,
            2010,
            2011,
            2012,
            2013,
            2014,
            2015,
            2016,
            2017,
            2018,
            2019,
            2020,
            2021,
            2022,
            2023,
            2024,
            2025
          ],
          "missingLeafCategories": [],
          "missingValidationCategories": [],
          "missingLeafValues": 0,
          "completeLeafYears": [
            2000,
            2001,
            2002,
            2003,
            2004,
            2005,
            2006,
            2007,
            2008,
            2009,
            2010,
            2011,
            2012,
            2013,
            2014,
            2015,
            2016,
            2017,
            2018,
            2019,
            2020,
            2021,
            2022,
            2023,
            2024,
            2025
          ]
        }
      ],
      "sourceRows": 8132,
      "pairwiseChanges": 6175,
      "missingRequiredCategories": 0,
      "duplicateKeys": 0,
      "nonFiniteValues": 0,
      "missingLeafValues": 240,
      "maxAbsoluteResidualTWh": 0.002,
      "optionalMissing": [
        {
          "entity": "world",
          "year": 2000,
          "field": "netImports"
        },
        {
          "entity": "world",
          "year": 2001,
          "field": "netImports"
        },
        {
          "entity": "world",
          "year": 2002,
          "field": "netImports"
        },
        {
          "entity": "world",
          "year": 2003,
          "field": "netImports"
        },
        {
          "entity": "world",
          "year": 2004,
          "field": "netImports"
        },
        {
          "entity": "world",
          "year": 2005,
          "field": "netImports"
        },
        {
          "entity": "world",
          "year": 2006,
          "field": "netImports"
        },
        {
          "entity": "world",
          "year": 2007,
          "field": "netImports"
        },
        {
          "entity": "world",
          "year": 2008,
          "field": "netImports"
        },
        {
          "entity": "world",
          "year": 2009,
          "field": "netImports"
        },
        {
          "entity": "world",
          "year": 2010,
          "field": "netImports"
        },
        {
          "entity": "world",
          "year": 2011,
          "field": "netImports"
        },
        {
          "entity": "world",
          "year": 2012,
          "field": "netImports"
        },
        {
          "entity": "world",
          "year": 2013,
          "field": "netImports"
        },
        {
          "entity": "world",
          "year": 2014,
          "field": "netImports"
        },
        {
          "entity": "world",
          "year": 2015,
          "field": "netImports"
        },
        {
          "entity": "world",
          "year": 2016,
          "field": "netImports"
        },
        {
          "entity": "world",
          "year": 2017,
          "field": "netImports"
        },
        {
          "entity": "world",
          "year": 2018,
          "field": "netImports"
        },
        {
          "entity": "world",
          "year": 2019,
          "field": "netImports"
        },
        {
          "entity": "world",
          "year": 2020,
          "field": "netImports"
        },
        {
          "entity": "world",
          "year": 2021,
          "field": "netImports"
        },
        {
          "entity": "world",
          "year": 2022,
          "field": "netImports"
        },
        {
          "entity": "world",
          "year": 2023,
          "field": "netImports"
        },
        {
          "entity": "world",
          "year": 2024,
          "field": "netImports"
        },
        {
          "entity": "world",
          "year": 2025,
          "field": "netImports"
        },
        {
          "entity": "indonesia",
          "year": 2025,
          "field": "solarCapacityGW"
        },
        {
          "entity": "indonesia",
          "year": 2025,
          "field": "windCapacityGW"
        }
      ]
    },
    "aggregateTreatments": [
      {
        "source": "Wind and solar",
        "matchingRows": 494,
        "treatment": "Validation only, using available complete leaf groups or non-overlapping aggregates; never added to the public fossil or clean account."
      },
      {
        "source": "Hydro, bioenergy and other renewables",
        "matchingRows": 494,
        "treatment": "Validation only, using available complete leaf groups or non-overlapping aggregates; never added to the public fossil or clean account."
      },
      {
        "source": "Renewables",
        "matchingRows": 494,
        "treatment": "Validation only, using available complete leaf groups or non-overlapping aggregates; never added to the public fossil or clean account."
      },
      {
        "source": "Clean",
        "matchingRows": 494,
        "treatment": "Used as the fixed account basis for partial entities; validation only for complete entities. Never added to overlapping fuels. Checked against available complete groups and aggregate hierarchies."
      },
      {
        "source": "Fossil",
        "matchingRows": 494,
        "treatment": "Used as the fixed account basis for partial entities; validation only for complete entities. Never added to overlapping fuels. Checked against available complete groups and aggregate hierarchies."
      },
      {
        "source": "Total generation",
        "matchingRows": 494,
        "treatment": "Used once as the reported domestic-generation total; excluded from the leaf-fuel sum."
      },
      {
        "source": "Demand",
        "matchingRows": 494,
        "treatment": "Read only as demand, never added to domestic generation."
      }
    ],
    "excludedEntities": [],
    "selectionPolicy": "All 19 requested entities (17 countries, World and fixed EU-27) are included. No requested country is excluded. Other source areas are outside this purposive comparison panel, not deemed invalid or tested for inclusion. Missing required aggregates or common years fail the build rather than silently dropping a country or shortening its period.",
    "negativeSourceEntries": {
      "status": "Publisher-quality limitation retained without correction",
      "selectedDetailedEntitiesAffected": 1,
      "selectedEntries": [
        {
          "area": "Spain",
          "year": 2025,
          "source": "Other renewables",
          "generationTWh": -0.045,
          "euMember": true
        }
      ],
      "note": "Spain's 2025 Other renewables (-0.045 TWh) is retained in the complete-detail panel. The other negative entries are in countries outside the requested panel and may also contribute to World/EU aggregates. No clamp, repair or zero substitution is applied.",
      "rows": [
        {
          "area": "Azerbaijan",
          "year": 2025,
          "source": "Solar",
          "generationTWh": -0.094,
          "euMember": false
        },
        {
          "area": "Bangladesh",
          "year": 2025,
          "source": "Wind",
          "generationTWh": -0.038,
          "euMember": false
        },
        {
          "area": "Belgium",
          "year": 2025,
          "source": "Other fossil",
          "generationTWh": -0.349,
          "euMember": true
        },
        {
          "area": "Costa Rica",
          "year": 2025,
          "source": "Other fossil",
          "generationTWh": -1.15,
          "euMember": false
        },
        {
          "area": "Costa Rica",
          "year": 2025,
          "source": "Fossil",
          "generationTWh": -1.15,
          "euMember": false
        },
        {
          "area": "Croatia",
          "year": 2025,
          "source": "Other fossil",
          "generationTWh": -0.003,
          "euMember": true
        },
        {
          "area": "Czechia",
          "year": 2025,
          "source": "Other renewables",
          "generationTWh": -0.111,
          "euMember": true
        },
        {
          "area": "Estonia",
          "year": 2025,
          "source": "Other renewables",
          "generationTWh": -0.001,
          "euMember": true
        },
        {
          "area": "Kyrgyzstan",
          "year": 2025,
          "source": "Other fossil",
          "generationTWh": -0.144,
          "euMember": false
        },
        {
          "area": "Netherlands",
          "year": 2025,
          "source": "Other renewables",
          "generationTWh": -0.005,
          "euMember": true
        },
        {
          "area": "Slovenia",
          "year": 2025,
          "source": "Other fossil",
          "generationTWh": -0.019,
          "euMember": true
        },
        {
          "area": "Spain",
          "year": 2025,
          "source": "Other renewables",
          "generationTWh": -0.045,
          "euMember": true
        }
      ]
    },
    "eu": {
      "definition": "Fixed current EU-27, not historical accession-year membership; UK excluded.",
      "members": [
        {
          "iso3": "AUT",
          "label": "Austria"
        },
        {
          "iso3": "BEL",
          "label": "Belgium"
        },
        {
          "iso3": "BGR",
          "label": "Bulgaria"
        },
        {
          "iso3": "CYP",
          "label": "Cyprus"
        },
        {
          "iso3": "CZE",
          "label": "Czechia"
        },
        {
          "iso3": "DEU",
          "label": "Germany"
        },
        {
          "iso3": "DNK",
          "label": "Denmark"
        },
        {
          "iso3": "ESP",
          "label": "Spain"
        },
        {
          "iso3": "EST",
          "label": "Estonia"
        },
        {
          "iso3": "FIN",
          "label": "Finland"
        },
        {
          "iso3": "FRA",
          "label": "France"
        },
        {
          "iso3": "GRC",
          "label": "Greece"
        },
        {
          "iso3": "HRV",
          "label": "Croatia"
        },
        {
          "iso3": "HUN",
          "label": "Hungary"
        },
        {
          "iso3": "IRL",
          "label": "Ireland"
        },
        {
          "iso3": "ITA",
          "label": "Italy"
        },
        {
          "iso3": "LTU",
          "label": "Lithuania"
        },
        {
          "iso3": "LUX",
          "label": "Luxembourg"
        },
        {
          "iso3": "LVA",
          "label": "Latvia"
        },
        {
          "iso3": "MLT",
          "label": "Malta"
        },
        {
          "iso3": "NLD",
          "label": "Netherlands"
        },
        {
          "iso3": "POL",
          "label": "Poland"
        },
        {
          "iso3": "PRT",
          "label": "Portugal"
        },
        {
          "iso3": "ROU",
          "label": "Romania"
        },
        {
          "iso3": "SVK",
          "label": "Slovakia"
        },
        {
          "iso3": "SVN",
          "label": "Slovenia"
        },
        {
          "iso3": "SWE",
          "label": "Sweden"
        }
      ],
      "generationReconciliation": [
        {
          "year": 2000,
          "differenceTWh": 0,
          "toleranceTWh": 0.014
        },
        {
          "year": 2001,
          "differenceTWh": 0,
          "toleranceTWh": 0.014
        },
        {
          "year": 2002,
          "differenceTWh": 0,
          "toleranceTWh": 0.014
        },
        {
          "year": 2003,
          "differenceTWh": 0,
          "toleranceTWh": 0.014
        },
        {
          "year": 2004,
          "differenceTWh": 0,
          "toleranceTWh": 0.014
        },
        {
          "year": 2005,
          "differenceTWh": 0,
          "toleranceTWh": 0.014
        },
        {
          "year": 2006,
          "differenceTWh": 0,
          "toleranceTWh": 0.014
        },
        {
          "year": 2007,
          "differenceTWh": 0,
          "toleranceTWh": 0.014
        },
        {
          "year": 2008,
          "differenceTWh": 0,
          "toleranceTWh": 0.014
        },
        {
          "year": 2009,
          "differenceTWh": 0,
          "toleranceTWh": 0.014
        },
        {
          "year": 2010,
          "differenceTWh": 0,
          "toleranceTWh": 0.014
        },
        {
          "year": 2011,
          "differenceTWh": 0,
          "toleranceTWh": 0.014
        },
        {
          "year": 2012,
          "differenceTWh": 0,
          "toleranceTWh": 0.014
        },
        {
          "year": 2013,
          "differenceTWh": 0,
          "toleranceTWh": 0.014
        },
        {
          "year": 2014,
          "differenceTWh": 0,
          "toleranceTWh": 0.014
        },
        {
          "year": 2015,
          "differenceTWh": 0,
          "toleranceTWh": 0.014
        },
        {
          "year": 2016,
          "differenceTWh": 0,
          "toleranceTWh": 0.014
        },
        {
          "year": 2017,
          "differenceTWh": 0,
          "toleranceTWh": 0.014
        },
        {
          "year": 2018,
          "differenceTWh": 0,
          "toleranceTWh": 0.014
        },
        {
          "year": 2019,
          "differenceTWh": 0,
          "toleranceTWh": 0.014
        },
        {
          "year": 2020,
          "differenceTWh": 0,
          "toleranceTWh": 0.014
        },
        {
          "year": 2021,
          "differenceTWh": 0,
          "toleranceTWh": 0.014
        },
        {
          "year": 2022,
          "differenceTWh": 0,
          "toleranceTWh": 0.014
        },
        {
          "year": 2023,
          "differenceTWh": 0,
          "toleranceTWh": 0.014
        },
        {
          "year": 2024,
          "differenceTWh": -0.002,
          "toleranceTWh": 0.014
        },
        {
          "year": 2025,
          "differenceTWh": 0.001,
          "toleranceTWh": 0.014
        }
      ]
    },
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      "checks": [
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          "id": "india-fossil-change-2025",
          "area": "India",
          "metric": "2024–2025 fossil generation change",
          "quote": "a decline in fossil generation of 52 TWh (-3.3%)",
          "publishedValue": -52,
          "currentValue": -51.663,
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            "publisher": "Ember",
            "title": "Global Electricity Review 2026",
            "url": "https://ember-energy.org/latest-insights/global-electricity-review-2026/#executive-summary",
            "publicationDate": "2026-04-21",
            "webpageModifiedDate": "2026-06-22"
          },
          "interpretation": "A separately published report headline agrees with the current raw source aggregates. India is included on a published-aggregate basis; this agreement does not establish its missing Other renewables observation.",
          "independence": "A separately published narrative and an earlier vintage from the same publisher, not an independent measurement agency or a second input spliced into the analytical panel."
        },
        {
          "id": "india-fossil-percent-2025",
          "area": "India",
          "metric": "2024–2025 fossil generation change",
          "quote": "a decline in fossil generation of 52 TWh (-3.3%)",
          "publishedValue": -3.3,
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          "status": "agrees-with-published-rounding",
          "source": {
            "publisher": "Ember",
            "title": "Global Electricity Review 2026",
            "url": "https://ember-energy.org/latest-insights/global-electricity-review-2026/#executive-summary",
            "publicationDate": "2026-04-21",
            "webpageModifiedDate": "2026-06-22"
          },
          "interpretation": "A separately published report headline agrees with the current raw source aggregates. India is included on a published-aggregate basis; this agreement does not establish its missing Other renewables observation.",
          "independence": "A separately published narrative and an earlier vintage from the same publisher, not an independent measurement agency or a second input spliced into the analytical panel."
        },
        {
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          "source": {
            "publisher": "Ember",
            "title": "Global Electricity Review 2026",
            "url": "https://ember-energy.org/latest-insights/global-electricity-review-2026/#executive-summary",
            "publicationDate": "2026-04-21",
            "webpageModifiedDate": "2026-06-22"
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          "interpretation": "The current September export differs from the April report beyond its rounding precision. This is a recorded cross-vintage discrepancy, not a passed equality check; neither the source values nor the tolerance have been adjusted to force agreement.",
          "independence": "A separately published narrative and an earlier vintage from the same publisher, not an independent measurement agency or a second input spliced into the analytical panel."
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            "publisher": "Ember",
            "title": "Global Electricity Review 2026",
            "url": "https://ember-energy.org/latest-insights/global-electricity-review-2026/#executive-summary",
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            "webpageModifiedDate": "2026-06-22"
          },
          "interpretation": "The current September export differs from the April report beyond its rounding precision. This is a recorded cross-vintage discrepancy, not a passed equality check; neither the source values nor the tolerance have been adjusted to force agreement.",
          "independence": "A separately published narrative and an earlier vintage from the same publisher, not an independent measurement agency or a second input spliced into the analytical panel."
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