{
  "checked": "2026-11-02",
  "source_catalogue_count": 46,
  "metrics": [
    {
      "id": "life",
      "name": "Life expectancy",
      "provider": "World Bank",
      "source_url": "https://data.worldbank.org/indicator/SP.DYN.LE00.IN",
      "source_code": "SP.DYN.LE00.IN",
      "method": "Published source series; methods vary by indicator",
      "evidence_status": "B \u00b7 retained snapshot",
      "accuracy_assessment": "Not quantified: provenance checks do not estimate error against ground truth.",
      "uncertainty": "No numerical uncertainty interval ingested",
      "observations": 4925,
      "economies": 197,
      "first_year": 2000,
      "last_year": 2024,
      "economies_2023": 197,
      "economies_2025": 0,
      "economies_latest_2024_or_2025": 197,
      "notes": "See the original source definition; estimates and national reporting practices vary."
    },
    {
      "id": "income",
      "name": "GDP per person",
      "provider": "World Bank",
      "source_url": "https://data.worldbank.org/indicator/NY.GDP.PCAP.PP.KD",
      "source_code": "NY.GDP.PCAP.PP.KD",
      "method": "Published source series; methods vary by indicator",
      "evidence_status": "B \u00b7 retained snapshot",
      "accuracy_assessment": "Not quantified: provenance checks do not estimate error against ground truth.",
      "uncertainty": "No numerical uncertainty interval ingested",
      "observations": 4872,
      "economies": 197,
      "first_year": 2000,
      "last_year": 2024,
      "economies_2023": 197,
      "economies_2025": 0,
      "economies_latest_2024_or_2025": 195,
      "notes": "See the original source definition; estimates and national reporting practices vary."
    },
    {
      "id": "electricity",
      "name": "Electricity access",
      "provider": "World Bank",
      "source_url": "https://data.worldbank.org/indicator/EG.ELC.ACCS.ZS",
      "source_code": "EG.ELC.ACCS.ZS",
      "method": "Published source series; methods vary by indicator",
      "evidence_status": "B \u00b7 retained snapshot",
      "accuracy_assessment": "Not quantified: provenance checks do not estimate error against ground truth.",
      "uncertainty": "No numerical uncertainty interval ingested",
      "observations": 4891,
      "economies": 196,
      "first_year": 2000,
      "last_year": 2024,
      "economies_2023": 196,
      "economies_2025": 0,
      "economies_latest_2024_or_2025": 196,
      "notes": "See the original source definition; estimates and national reporting practices vary."
    },
    {
      "id": "water",
      "name": "Basic drinking water",
      "provider": "World Bank",
      "source_url": "https://data.worldbank.org/indicator/SH.H2O.BASW.ZS",
      "source_code": "SH.H2O.BASW.ZS",
      "method": "Published source series; methods vary by indicator",
      "evidence_status": "B \u00b7 retained snapshot",
      "accuracy_assessment": "Not quantified: provenance checks do not estimate error against ground truth.",
      "uncertainty": "No numerical uncertainty interval ingested",
      "observations": 4763,
      "economies": 195,
      "first_year": 2000,
      "last_year": 2024,
      "economies_2023": 185,
      "economies_2025": 0,
      "economies_latest_2024_or_2025": 185,
      "notes": "See the original source definition; estimates and national reporting practices vary."
    },
    {
      "id": "sanitation",
      "name": "Basic sanitation",
      "provider": "World Bank",
      "source_url": "https://data.worldbank.org/indicator/SH.STA.BASS.ZS",
      "source_code": "SH.STA.BASS.ZS",
      "method": "Published source series; methods vary by indicator",
      "evidence_status": "B \u00b7 retained snapshot",
      "accuracy_assessment": "Not quantified: provenance checks do not estimate error against ground truth.",
      "uncertainty": "No numerical uncertainty interval ingested",
      "observations": 4721,
      "economies": 195,
      "first_year": 2000,
      "last_year": 2024,
      "economies_2023": 179,
      "economies_2025": 0,
      "economies_latest_2024_or_2025": 177,
      "notes": "See the original source definition; estimates and national reporting practices vary."
    },
    {
      "id": "cleancooking",
      "name": "Clean cooking access",
      "provider": "World Bank",
      "source_url": "https://data.worldbank.org/indicator/EG.CFT.ACCS.ZS",
      "source_code": "EG.CFT.ACCS.ZS",
      "method": "Published source series; methods vary by indicator",
      "evidence_status": "B \u00b7 retained snapshot",
      "accuracy_assessment": "Not quantified: provenance checks do not estimate error against ground truth.",
      "uncertainty": "No numerical uncertainty interval ingested",
      "observations": 4600,
      "economies": 184,
      "first_year": 2000,
      "last_year": 2024,
      "economies_2023": 184,
      "economies_2025": 0,
      "economies_latest_2024_or_2025": 184,
      "notes": "See the original source definition; estimates and national reporting practices vary."
    },
    {
      "id": "food",
      "name": "Food insecurity",
      "provider": "World Bank",
      "source_url": "https://data.worldbank.org/indicator/SN.ITK.MSFI.ZS",
      "source_code": "SN.ITK.MSFI.ZS",
      "method": "Published source series; methods vary by indicator",
      "evidence_status": "B \u00b7 retained snapshot",
      "accuracy_assessment": "Not quantified: provenance checks do not estimate error against ground truth.",
      "uncertainty": "No numerical uncertainty interval ingested",
      "observations": 1262,
      "economies": 155,
      "first_year": 2015,
      "last_year": 2024,
      "economies_2023": 133,
      "economies_2025": 0,
      "economies_latest_2024_or_2025": 133,
      "notes": "See the original source definition; estimates and national reporting practices vary."
    },
    {
      "id": "poverty",
      "name": "Poverty at $3/day",
      "provider": "World Bank",
      "source_url": "https://data.worldbank.org/indicator/SI.POV.DDAY",
      "source_code": "SI.POV.DDAY",
      "method": "Published source series; methods vary by indicator",
      "evidence_status": "B \u00b7 retained snapshot",
      "accuracy_assessment": "Not quantified: provenance checks do not estimate error against ground truth.",
      "uncertainty": "No numerical uncertainty interval ingested",
      "observations": 1852,
      "economies": 164,
      "first_year": 2000,
      "last_year": 2025,
      "economies_2023": 60,
      "economies_2025": 4,
      "economies_latest_2024_or_2025": 26,
      "notes": "See the original source definition; estimates and national reporting practices vary."
    },
    {
      "id": "gini",
      "name": "Income / consumption Gini",
      "provider": "World Bank",
      "source_url": "https://data.worldbank.org/indicator/SI.POV.GINI",
      "source_code": "SI.POV.GINI",
      "method": "Published source series; methods vary by indicator",
      "evidence_status": "B \u00b7 retained snapshot",
      "accuracy_assessment": "Not quantified: provenance checks do not estimate error against ground truth.",
      "uncertainty": "No numerical uncertainty interval ingested",
      "observations": 1852,
      "economies": 164,
      "first_year": 2000,
      "last_year": 2025,
      "economies_2023": 60,
      "economies_2025": 4,
      "economies_latest_2024_or_2025": 26,
      "notes": "See the original source definition; estimates and national reporting practices vary."
    },
    {
      "id": "bottom20",
      "name": "Bottom 20% resource share",
      "provider": "World Bank",
      "source_url": "https://data.worldbank.org/indicator/SI.DST.FRST.20",
      "source_code": "SI.DST.FRST.20",
      "method": "Published source series; methods vary by indicator",
      "evidence_status": "B \u00b7 retained snapshot",
      "accuracy_assessment": "Not quantified: provenance checks do not estimate error against ground truth.",
      "uncertainty": "No numerical uncertainty interval ingested",
      "observations": 1852,
      "economies": 164,
      "first_year": 2000,
      "last_year": 2025,
      "economies_2023": 60,
      "economies_2025": 4,
      "economies_latest_2024_or_2025": 26,
      "notes": "See the original source definition; estimates and national reporting practices vary."
    },
    {
      "id": "childmortality",
      "name": "Under-five mortality",
      "provider": "World Bank",
      "source_url": "https://data.worldbank.org/indicator/SH.DYN.MORT",
      "source_code": "SH.DYN.MORT",
      "method": "Published source series; methods vary by indicator",
      "evidence_status": "B \u00b7 retained snapshot",
      "accuracy_assessment": "Not quantified: provenance checks do not estimate error against ground truth.",
      "uncertainty": "No numerical uncertainty interval ingested",
      "observations": 4675,
      "economies": 187,
      "first_year": 2000,
      "last_year": 2024,
      "economies_2023": 187,
      "economies_2025": 0,
      "economies_latest_2024_or_2025": 187,
      "notes": "See the original source definition; estimates and national reporting practices vary."
    },
    {
      "id": "maternal",
      "name": "Maternal mortality",
      "provider": "World Bank",
      "source_url": "https://data.worldbank.org/indicator/SH.STA.MMRT",
      "source_code": "SH.STA.MMRT",
      "method": "Published source series; methods vary by indicator",
      "evidence_status": "B \u00b7 retained snapshot",
      "accuracy_assessment": "Not quantified: provenance checks do not estimate error against ground truth.",
      "uncertainty": "No numerical uncertainty interval ingested",
      "observations": 4464,
      "economies": 186,
      "first_year": 2000,
      "last_year": 2023,
      "economies_2023": 186,
      "economies_2025": 0,
      "economies_latest_2024_or_2025": 0,
      "notes": "See the original source definition; estimates and national reporting practices vary."
    },
    {
      "id": "stunting",
      "name": "Child stunting",
      "provider": "World Bank",
      "source_url": "https://data.worldbank.org/indicator/SH.STA.STNT.ZS",
      "source_code": "SH.STA.STNT.ZS",
      "method": "Published source series; methods vary by indicator",
      "evidence_status": "B \u00b7 retained snapshot",
      "accuracy_assessment": "Not quantified: provenance checks do not estimate error against ground truth.",
      "uncertainty": "No numerical uncertainty interval ingested",
      "observations": 819,
      "economies": 154,
      "first_year": 2000,
      "last_year": 2024,
      "economies_2023": 25,
      "economies_2025": 0,
      "economies_latest_2024_or_2025": 6,
      "notes": "See the original source definition; estimates and national reporting practices vary."
    },
    {
      "id": "outofpocket",
      "name": "Out-of-pocket health spending",
      "provider": "World Bank",
      "source_url": "https://data.worldbank.org/indicator/SH.XPD.OOPC.CH.ZS",
      "source_code": "SH.XPD.OOPC.CH.ZS",
      "method": "Published source series; methods vary by indicator",
      "evidence_status": "B \u00b7 retained snapshot",
      "accuracy_assessment": "Not quantified: provenance checks do not estimate error against ground truth.",
      "uncertainty": "No numerical uncertainty interval ingested",
      "observations": 4418,
      "economies": 185,
      "first_year": 2000,
      "last_year": 2024,
      "economies_2023": 184,
      "economies_2025": 0,
      "economies_latest_2024_or_2025": 22,
      "notes": "See the original source definition; estimates and national reporting practices vary."
    },
    {
      "id": "unemployment",
      "name": "Unemployment",
      "provider": "World Bank",
      "source_url": "https://data.worldbank.org/indicator/SL.UEM.TOTL.ZS",
      "source_code": "SL.UEM.TOTL.ZS",
      "method": "Published source series; methods vary by indicator",
      "evidence_status": "B \u00b7 retained snapshot",
      "accuracy_assessment": "Not quantified: provenance checks do not estimate error against ground truth.",
      "uncertainty": "No numerical uncertainty interval ingested",
      "observations": 4538,
      "economies": 175,
      "first_year": 2000,
      "last_year": 2025,
      "economies_2023": 172,
      "economies_2025": 171,
      "economies_latest_2024_or_2025": 171,
      "notes": "See the original source definition; estimates and national reporting practices vary."
    },
    {
      "id": "neet",
      "name": "Youth outside work and education",
      "provider": "World Bank",
      "source_url": "https://data.worldbank.org/indicator/SL.UEM.NEET.ZS",
      "source_code": "SL.UEM.NEET.ZS",
      "method": "Published source series; methods vary by indicator",
      "evidence_status": "B \u00b7 retained snapshot",
      "accuracy_assessment": "Not quantified: provenance checks do not estimate error against ground truth.",
      "uncertainty": "No numerical uncertainty interval ingested",
      "observations": 2248,
      "economies": 179,
      "first_year": 2000,
      "last_year": 2025,
      "economies_2023": 106,
      "economies_2025": 79,
      "economies_latest_2024_or_2025": 105,
      "notes": "See the original source definition; estimates and national reporting practices vary."
    },
    {
      "id": "internet",
      "name": "Internet use",
      "provider": "World Bank",
      "source_url": "https://data.worldbank.org/indicator/IT.NET.USER.ZS",
      "source_code": "IT.NET.USER.ZS",
      "method": "Published source series; methods vary by indicator",
      "evidence_status": "B \u00b7 retained snapshot",
      "accuracy_assessment": "Not quantified: provenance checks do not estimate error against ground truth.",
      "uncertainty": "No numerical uncertainty interval ingested",
      "observations": 4645,
      "economies": 195,
      "first_year": 2000,
      "last_year": 2025,
      "economies_2023": 177,
      "economies_2025": 10,
      "economies_latest_2024_or_2025": 178,
      "notes": "See the original source definition; estimates and national reporting practices vary."
    },
    {
      "id": "air",
      "name": "PM2.5 exposure",
      "provider": "World Bank",
      "source_url": "https://data.worldbank.org/indicator/EN.ATM.PM25.MC.M3",
      "source_code": "EN.ATM.PM25.MC.M3",
      "method": "Published source series; methods vary by indicator",
      "evidence_status": "B \u00b7 retained snapshot",
      "accuracy_assessment": "Not quantified: provenance checks do not estimate error against ground truth.",
      "uncertainty": "No numerical uncertainty interval ingested",
      "observations": 4512,
      "economies": 188,
      "first_year": 2000,
      "last_year": 2023,
      "economies_2023": 188,
      "economies_2025": 0,
      "economies_latest_2024_or_2025": 0,
      "notes": "See the original source definition; estimates and national reporting practices vary."
    },
    {
      "id": "forest",
      "name": "Forest area",
      "provider": "World Bank",
      "source_url": "https://data.worldbank.org/indicator/AG.LND.FRST.ZS",
      "source_code": "AG.LND.FRST.ZS",
      "method": "Published source series; methods vary by indicator",
      "evidence_status": "B \u00b7 retained snapshot",
      "accuracy_assessment": "Not quantified: provenance checks do not estimate error against ground truth.",
      "uncertainty": "No numerical uncertainty interval ingested",
      "observations": 4802,
      "economies": 194,
      "first_year": 2000,
      "last_year": 2024,
      "economies_2023": 194,
      "economies_2025": 0,
      "economies_latest_2024_or_2025": 192,
      "notes": "See the original source definition; estimates and national reporting practices vary."
    },
    {
      "id": "waterstress",
      "name": "Freshwater stress",
      "provider": "World Bank",
      "source_url": "https://data.worldbank.org/indicator/ER.H2O.FWST.ZS",
      "source_code": "ER.H2O.FWST.ZS",
      "method": "Published source series; methods vary by indicator",
      "evidence_status": "B \u00b7 retained snapshot",
      "accuracy_assessment": "Not quantified: provenance checks do not estimate error against ground truth.",
      "uncertainty": "No numerical uncertainty interval ingested",
      "observations": 3804,
      "economies": 171,
      "first_year": 2000,
      "last_year": 2022,
      "economies_2023": 0,
      "economies_2025": 0,
      "economies_latest_2024_or_2025": 0,
      "notes": "See the original source definition; estimates and national reporting practices vary."
    },
    {
      "id": "savings",
      "name": "Adjusted net savings",
      "provider": "World Bank",
      "source_url": "https://data.worldbank.org/indicator/NY.ADJ.SVNG.GN.ZS",
      "source_code": "NY.ADJ.SVNG.GN.ZS",
      "method": "Published source series; methods vary by indicator",
      "evidence_status": "B \u00b7 retained snapshot",
      "accuracy_assessment": "Not quantified: provenance checks do not estimate error against ground truth.",
      "uncertainty": "No numerical uncertainty interval ingested",
      "observations": 3016,
      "economies": 155,
      "first_year": 2000,
      "last_year": 2021,
      "economies_2023": 0,
      "economies_2025": 0,
      "economies_latest_2024_or_2025": 0,
      "notes": "See the original source definition; estimates and national reporting practices vary."
    },
    {
      "id": "govVA",
      "name": "Voice and accountability",
      "provider": "World Bank",
      "source_url": "https://data.worldbank.org/indicator/GOV_WGI_VA.SC",
      "source_code": "GOV_WGI_VA.SC",
      "method": "Composite governance estimate; source model uncertainty is not propagated here",
      "evidence_status": "B \u00b7 retained snapshot",
      "accuracy_assessment": "Not quantified: provenance checks do not estimate error against ground truth.",
      "uncertainty": "No numerical uncertainty interval ingested",
      "observations": 4806,
      "economies": 193,
      "first_year": 2000,
      "last_year": 2025,
      "economies_2023": 192,
      "economies_2025": 192,
      "economies_latest_2024_or_2025": 192,
      "notes": "See the original source definition; estimates and national reporting practices vary."
    },
    {
      "id": "govRL",
      "name": "Rule of law",
      "provider": "World Bank",
      "source_url": "https://data.worldbank.org/indicator/GOV_WGI_RL.SC",
      "source_code": "GOV_WGI_RL.SC",
      "method": "Composite governance estimate; source model uncertainty is not propagated here",
      "evidence_status": "B \u00b7 retained snapshot",
      "accuracy_assessment": "Not quantified: provenance checks do not estimate error against ground truth.",
      "uncertainty": "No numerical uncertainty interval ingested",
      "observations": 4814,
      "economies": 193,
      "first_year": 2000,
      "last_year": 2025,
      "economies_2023": 193,
      "economies_2025": 193,
      "economies_latest_2024_or_2025": 193,
      "notes": "See the original source definition; estimates and national reporting practices vary."
    },
    {
      "id": "govGE",
      "name": "Government effectiveness",
      "provider": "World Bank",
      "source_url": "https://data.worldbank.org/indicator/GOV_WGI_GE.SC",
      "source_code": "GOV_WGI_GE.SC",
      "method": "Composite governance estimate; source model uncertainty is not propagated here",
      "evidence_status": "B \u00b7 retained snapshot",
      "accuracy_assessment": "Not quantified: provenance checks do not estimate error against ground truth.",
      "uncertainty": "No numerical uncertainty interval ingested",
      "observations": 4744,
      "economies": 193,
      "first_year": 2000,
      "last_year": 2025,
      "economies_2023": 193,
      "economies_2025": 193,
      "economies_latest_2024_or_2025": 193,
      "notes": "See the original source definition; estimates and national reporting practices vary."
    },
    {
      "id": "govCC",
      "name": "Control of corruption",
      "provider": "World Bank",
      "source_url": "https://data.worldbank.org/indicator/GOV_WGI_CC.SC",
      "source_code": "GOV_WGI_CC.SC",
      "method": "Composite governance estimate; source model uncertainty is not propagated here",
      "evidence_status": "B \u00b7 retained snapshot",
      "accuracy_assessment": "Not quantified: provenance checks do not estimate error against ground truth.",
      "uncertainty": "No numerical uncertainty interval ingested",
      "observations": 4761,
      "economies": 193,
      "first_year": 2000,
      "last_year": 2025,
      "economies_2023": 193,
      "economies_2025": 193,
      "economies_latest_2024_or_2025": 193,
      "notes": "See the original source definition; estimates and national reporting practices vary."
    },
    {
      "id": "govPV",
      "name": "Political stability",
      "provider": "World Bank",
      "source_url": "https://data.worldbank.org/indicator/GOV_WGI_PV.SC",
      "source_code": "GOV_WGI_PV.SC",
      "method": "Composite governance estimate; source model uncertainty is not propagated here",
      "evidence_status": "B \u00b7 retained snapshot",
      "accuracy_assessment": "Not quantified: provenance checks do not estimate error against ground truth.",
      "uncertainty": "No numerical uncertainty interval ingested",
      "observations": 4795,
      "economies": 193,
      "first_year": 2000,
      "last_year": 2025,
      "economies_2023": 193,
      "economies_2025": 193,
      "economies_latest_2024_or_2025": 193,
      "notes": "See the original source definition; estimates and national reporting practices vary."
    },
    {
      "id": "govRQ",
      "name": "Regulatory quality",
      "provider": "World Bank",
      "source_url": "https://data.worldbank.org/indicator/GOV_WGI_RQ.SC",
      "source_code": "GOV_WGI_RQ.SC",
      "method": "Composite governance estimate; source model uncertainty is not propagated here",
      "evidence_status": "B \u00b7 retained snapshot",
      "accuracy_assessment": "Not quantified: provenance checks do not estimate error against ground truth.",
      "uncertainty": "No numerical uncertainty interval ingested",
      "observations": 4743,
      "economies": 193,
      "first_year": 2000,
      "last_year": 2025,
      "economies_2023": 193,
      "economies_2025": 193,
      "economies_latest_2024_or_2025": 193,
      "notes": "See the original source definition; estimates and national reporting practices vary."
    },
    {
      "id": "taxrevenue",
      "name": "Tax revenue",
      "provider": "World Bank",
      "source_url": "https://data.worldbank.org/indicator/GC.TAX.TOTL.GD.ZS",
      "source_code": "GC.TAX.TOTL.GD.ZS",
      "method": "Published source series; methods vary by indicator",
      "evidence_status": "A \u00b7 provenance rechecked",
      "accuracy_assessment": "Not quantified: provenance checks do not estimate error against ground truth.",
      "uncertainty": "No numerical uncertainty interval ingested",
      "observations": 3023,
      "economies": 155,
      "first_year": 2000,
      "last_year": 2024,
      "economies_2023": 111,
      "economies_2025": 0,
      "economies_latest_2024_or_2025": 93,
      "notes": "Government Finance Statistics Yearbook and data files, International Monetary Fund (IMF)"
    },
    {
      "id": "taxincome",
      "name": "Income, profit and capital-gains tax share",
      "provider": "World Bank",
      "source_url": "https://data.worldbank.org/indicator/GC.TAX.YPKG.RV.ZS",
      "source_code": "GC.TAX.YPKG.RV.ZS",
      "method": "Published source series; methods vary by indicator",
      "evidence_status": "A \u00b7 provenance rechecked",
      "accuracy_assessment": "Not quantified: provenance checks do not estimate error against ground truth.",
      "uncertainty": "No numerical uncertainty interval ingested",
      "observations": 2953,
      "economies": 153,
      "first_year": 2000,
      "last_year": 2024,
      "economies_2023": 108,
      "economies_2025": 0,
      "economies_latest_2024_or_2025": 92,
      "notes": "Government Finance Statistics Yearbook and data files, International Monetary Fund (IMF)"
    },
    {
      "id": "taxgoods",
      "name": "Goods and services tax share",
      "provider": "World Bank",
      "source_url": "https://data.worldbank.org/indicator/GC.TAX.GSRV.RV.ZS",
      "source_code": "GC.TAX.GSRV.RV.ZS",
      "method": "Published source series; methods vary by indicator",
      "evidence_status": "A \u00b7 provenance rechecked",
      "accuracy_assessment": "Not quantified: provenance checks do not estimate error against ground truth.",
      "uncertainty": "No numerical uncertainty interval ingested",
      "observations": 2998,
      "economies": 155,
      "first_year": 2000,
      "last_year": 2024,
      "economies_2023": 111,
      "economies_2025": 0,
      "economies_latest_2024_or_2025": 94,
      "notes": "Government Finance Statistics Yearbook and data files, International Monetary Fund (IMF)"
    },
    {
      "id": "taxtrade",
      "name": "International trade tax share",
      "provider": "World Bank",
      "source_url": "https://data.worldbank.org/indicator/GC.TAX.INTT.RV.ZS",
      "source_code": "GC.TAX.INTT.RV.ZS",
      "method": "Published source series; methods vary by indicator",
      "evidence_status": "A \u00b7 provenance rechecked",
      "accuracy_assessment": "Not quantified: provenance checks do not estimate error against ground truth.",
      "uncertainty": "No numerical uncertainty interval ingested",
      "observations": 2491,
      "economies": 146,
      "first_year": 2000,
      "last_year": 2024,
      "economies_2023": 86,
      "economies_2025": 0,
      "economies_latest_2024_or_2025": 71,
      "notes": "Government Finance Statistics Yearbook and data files, International Monetary Fund (IMF)"
    },
    {
      "id": "publichealth",
      "name": "Government health spending",
      "provider": "World Bank",
      "source_url": "https://data.worldbank.org/indicator/SH.XPD.GHED.GD.ZS",
      "source_code": "SH.XPD.GHED.GD.ZS",
      "method": "Published source series; methods vary by indicator",
      "evidence_status": "A \u00b7 provenance rechecked",
      "accuracy_assessment": "Not quantified: provenance checks do not estimate error against ground truth.",
      "uncertainty": "No numerical uncertainty interval ingested",
      "observations": 4403,
      "economies": 185,
      "first_year": 2000,
      "last_year": 2024,
      "economies_2023": 184,
      "economies_2025": 0,
      "economies_latest_2024_or_2025": 7,
      "notes": "Global Health Expenditure Database, updated December 12th, 2025, World Health Organization (WHO), uri: http://apps.who.int/nha/database"
    },
    {
      "id": "educationbudget",
      "name": "Government education spending",
      "provider": "World Bank",
      "source_url": "https://data.worldbank.org/indicator/SE.XPD.TOTL.GD.ZS",
      "source_code": "SE.XPD.TOTL.GD.ZS",
      "method": "Published source series; methods vary by indicator",
      "evidence_status": "A \u00b7 provenance rechecked",
      "accuracy_assessment": "Not quantified: provenance checks do not estimate error against ground truth.",
      "uncertainty": "No numerical uncertainty interval ingested",
      "observations": 3286,
      "economies": 190,
      "first_year": 2000,
      "last_year": 2025,
      "economies_2023": 119,
      "economies_2025": 2,
      "economies_latest_2024_or_2025": 41,
      "notes": "Data API, UN Educational, Scientific and Cultural Organization (UNESCO), uri: https://databrowser.uis.unesco.org/resources, note: The data are obtained through the UIS API.  Detailed documentation is available at: https://api.uis.unesco.org/api/public/documentation/, publisher: UNESCO Institute for Statistics (UIS), date accessed: 2026-03-19, date published: 2026-02"
    },
    {
      "id": "homicide",
      "name": "Intentional homicide",
      "provider": "World Bank",
      "source_url": "https://data.worldbank.org/indicator/VC.IHR.PSRC.P5",
      "source_code": "VC.IHR.PSRC.P5",
      "method": "Published source series; methods vary by indicator",
      "evidence_status": "A \u00b7 provenance rechecked",
      "accuracy_assessment": "Not quantified: provenance checks do not estimate error against ground truth.",
      "uncertainty": "No numerical uncertainty interval ingested",
      "observations": 2954,
      "economies": 177,
      "first_year": 2000,
      "last_year": 2023,
      "economies_2023": 83,
      "economies_2025": 0,
      "economies_latest_2024_or_2025": 0,
      "notes": "UNODC Research - Data Portal \u2013 Intentional Homicide, UN Office on Drugs and Crime (UNODC)"
    },
    {
      "id": "inflation",
      "name": "Consumer price inflation",
      "provider": "World Bank",
      "source_url": "https://data.worldbank.org/indicator/FP.CPI.TOTL.ZG",
      "source_code": "FP.CPI.TOTL.ZG",
      "method": "Published source series; methods vary by indicator",
      "evidence_status": "A \u00b7 provenance rechecked",
      "accuracy_assessment": "Not quantified: provenance checks do not estimate error against ground truth.",
      "uncertainty": "No numerical uncertainty interval ingested",
      "observations": 4632,
      "economies": 188,
      "first_year": 2000,
      "last_year": 2025,
      "economies_2023": 176,
      "economies_2025": 169,
      "economies_latest_2024_or_2025": 175,
      "notes": "International Financial Statistics database, International Monetary Fund (IMF)"
    },
    {
      "id": "taxsingle67",
      "name": "Tax wedge: Single, no children \u00b7 67% average wage",
      "provider": "OECD",
      "source_url": "https://www.oecd.org/en/publications/taxing-wages-2026_3a5169ef-en.html",
      "source_code": "OECD.AV_TW.S_C0.AW67._Z",
      "method": "Modelled tax liabilities for an explicit household and wage scenario",
      "evidence_status": "A \u00b7 provenance rechecked",
      "accuracy_assessment": "Not quantified: provenance checks do not estimate error against ground truth.",
      "uncertainty": "No numerical uncertainty interval ingested",
      "observations": 988,
      "economies": 38,
      "first_year": 2000,
      "last_year": 2025,
      "economies_2023": 38,
      "economies_2025": 38,
      "economies_latest_2024_or_2025": 38,
      "notes": "Modelled household scenario; not a resident average or take-home deduction. Excludes VAT and some compulsory non-tax payments. Lower is not automatically better."
    },
    {
      "id": "taxsingle100",
      "name": "Tax wedge: Single, no children \u00b7 average wage",
      "provider": "OECD",
      "source_url": "https://www.oecd.org/en/publications/taxing-wages-2026_3a5169ef-en.html",
      "source_code": "OECD.AV_TW.S_C0.AW100._Z",
      "method": "Modelled tax liabilities for an explicit household and wage scenario",
      "evidence_status": "A \u00b7 provenance rechecked",
      "accuracy_assessment": "Not quantified: provenance checks do not estimate error against ground truth.",
      "uncertainty": "No numerical uncertainty interval ingested",
      "observations": 988,
      "economies": 38,
      "first_year": 2000,
      "last_year": 2025,
      "economies_2023": 38,
      "economies_2025": 38,
      "economies_latest_2024_or_2025": 38,
      "notes": "Modelled household scenario; not a resident average or take-home deduction. Excludes VAT and some compulsory non-tax payments. Lower is not automatically better."
    },
    {
      "id": "taxsingle167",
      "name": "Tax wedge: Single, no children \u00b7 167% average wage",
      "provider": "OECD",
      "source_url": "https://www.oecd.org/en/publications/taxing-wages-2026_3a5169ef-en.html",
      "source_code": "OECD.AV_TW.S_C0.AW167._Z",
      "method": "Modelled tax liabilities for an explicit household and wage scenario",
      "evidence_status": "A \u00b7 provenance rechecked",
      "accuracy_assessment": "Not quantified: provenance checks do not estimate error against ground truth.",
      "uncertainty": "No numerical uncertainty interval ingested",
      "observations": 988,
      "economies": 38,
      "first_year": 2000,
      "last_year": 2025,
      "economies_2023": 38,
      "economies_2025": 38,
      "economies_latest_2024_or_2025": 38,
      "notes": "Modelled household scenario; not a resident average or take-home deduction. Excludes VAT and some compulsory non-tax payments. Lower is not automatically better."
    },
    {
      "id": "taxparent67",
      "name": "Tax wedge: Single parent, 2 children \u00b7 67% average wage",
      "provider": "OECD",
      "source_url": "https://www.oecd.org/en/publications/taxing-wages-2026_3a5169ef-en.html",
      "source_code": "OECD.AV_TW.S_C2.AW67._Z",
      "method": "Modelled tax liabilities for an explicit household and wage scenario",
      "evidence_status": "A \u00b7 provenance rechecked",
      "accuracy_assessment": "Not quantified: provenance checks do not estimate error against ground truth.",
      "uncertainty": "No numerical uncertainty interval ingested",
      "observations": 988,
      "economies": 38,
      "first_year": 2000,
      "last_year": 2025,
      "economies_2023": 38,
      "economies_2025": 38,
      "economies_latest_2024_or_2025": 38,
      "notes": "Modelled household scenario; not a resident average or take-home deduction. Excludes VAT and some compulsory non-tax payments. Lower is not automatically better."
    },
    {
      "id": "taxcouple100",
      "name": "Tax wedge: Couple, 2 children \u00b7 one average-wage earner",
      "provider": "OECD",
      "source_url": "https://www.oecd.org/en/publications/taxing-wages-2026_3a5169ef-en.html",
      "source_code": "OECD.AV_TW.C_C2.AW100.NOEARN_UNEMP",
      "method": "Modelled tax liabilities for an explicit household and wage scenario",
      "evidence_status": "A \u00b7 provenance rechecked",
      "accuracy_assessment": "Not quantified: provenance checks do not estimate error against ground truth.",
      "uncertainty": "No numerical uncertainty interval ingested",
      "observations": 988,
      "economies": 38,
      "first_year": 2000,
      "last_year": 2025,
      "economies_2023": 38,
      "economies_2025": 38,
      "economies_latest_2024_or_2025": 38,
      "notes": "Modelled household scenario; not a resident average or take-home deduction. Excludes VAT and some compulsory non-tax payments. Lower is not automatically better."
    },
    {
      "id": "taxcouple167",
      "name": "Tax wedge: Couple, 2 children \u00b7 100% + 67% average wages",
      "provider": "OECD",
      "source_url": "https://www.oecd.org/en/publications/taxing-wages-2026_3a5169ef-en.html",
      "source_code": "OECD.AV_TW.C_C2.AW100.AW67",
      "method": "Modelled tax liabilities for an explicit household and wage scenario",
      "evidence_status": "A \u00b7 provenance rechecked",
      "accuracy_assessment": "Not quantified: provenance checks do not estimate error against ground truth.",
      "uncertainty": "No numerical uncertainty interval ingested",
      "observations": 988,
      "economies": 38,
      "first_year": 2000,
      "last_year": 2025,
      "economies_2023": 38,
      "economies_2025": 38,
      "economies_latest_2024_or_2025": 38,
      "notes": "Modelled household scenario; not a resident average or take-home deduction. Excludes VAT and some compulsory non-tax payments. Lower is not automatically better."
    },
    {
      "id": "taxcouple200",
      "name": "Tax wedge: Couple, 2 children \u00b7 two average-wage earners",
      "provider": "OECD",
      "source_url": "https://www.oecd.org/en/publications/taxing-wages-2026_3a5169ef-en.html",
      "source_code": "OECD.AV_TW.C_C2.AW100.AW100",
      "method": "Modelled tax liabilities for an explicit household and wage scenario",
      "evidence_status": "A \u00b7 provenance rechecked",
      "accuracy_assessment": "Not quantified: provenance checks do not estimate error against ground truth.",
      "uncertainty": "No numerical uncertainty interval ingested",
      "observations": 988,
      "economies": 38,
      "first_year": 2000,
      "last_year": 2025,
      "economies_2023": 38,
      "economies_2025": 38,
      "economies_latest_2024_or_2025": 38,
      "notes": "Modelled household scenario; not a resident average or take-home deduction. Excludes VAT and some compulsory non-tax payments. Lower is not automatically better."
    },
    {
      "id": "taxcouplenokids",
      "name": "Tax wedge: Couple, no children \u00b7 100% + 67% average wages",
      "provider": "OECD",
      "source_url": "https://www.oecd.org/en/publications/taxing-wages-2026_3a5169ef-en.html",
      "source_code": "OECD.AV_TW.C_C0.AW100.AW67",
      "method": "Modelled tax liabilities for an explicit household and wage scenario",
      "evidence_status": "A \u00b7 provenance rechecked",
      "accuracy_assessment": "Not quantified: provenance checks do not estimate error against ground truth.",
      "uncertainty": "No numerical uncertainty interval ingested",
      "observations": 988,
      "economies": 38,
      "first_year": 2000,
      "last_year": 2025,
      "economies_2023": 38,
      "economies_2025": 38,
      "economies_latest_2024_or_2025": 38,
      "notes": "Modelled household scenario; not a resident average or take-home deduction. Excludes VAT and some compulsory non-tax payments. Lower is not automatically better."
    },
    {
      "id": "hours",
      "name": "Weekly work hours: All employed people",
      "provider": "ILO",
      "source_url": "https://ilostat.ilo.org/methods/concepts-and-definitions/description-wages-and-working-time-statistics/",
      "source_code": "HOW_2EMP_SEX_NB.SEX_T",
      "method": "ILO modelled estimate; November 2025 vintage, not a direct census of hours",
      "evidence_status": "A \u00b7 provenance rechecked",
      "accuracy_assessment": "Not quantified: provenance checks do not estimate error against ground truth.",
      "uncertainty": "No numerical uncertainty interval ingested",
      "observations": 3663,
      "economies": 175,
      "first_year": 2005,
      "last_year": 2025,
      "economies_2023": 172,
      "economies_2025": 171,
      "economies_latest_2024_or_2025": 171,
      "notes": "Includes full-time and part-time employment. Does not measure unpaid care, commuting or discretionary time. 2025 is a model estimate; 2026\u201327 projections are excluded."
    },
    {
      "id": "hoursfemale",
      "name": "Weekly work hours: Women in employment",
      "provider": "ILO",
      "source_url": "https://ilostat.ilo.org/methods/concepts-and-definitions/description-wages-and-working-time-statistics/",
      "source_code": "HOW_2EMP_SEX_NB.SEX_F",
      "method": "ILO modelled estimate; November 2025 vintage, not a direct census of hours",
      "evidence_status": "A \u00b7 provenance rechecked",
      "accuracy_assessment": "Not quantified: provenance checks do not estimate error against ground truth.",
      "uncertainty": "No numerical uncertainty interval ingested",
      "observations": 3663,
      "economies": 175,
      "first_year": 2005,
      "last_year": 2025,
      "economies_2023": 172,
      "economies_2025": 171,
      "economies_latest_2024_or_2025": 171,
      "notes": "Includes full-time and part-time employment. Does not measure unpaid care, commuting or discretionary time. 2025 is a model estimate; 2026\u201327 projections are excluded."
    },
    {
      "id": "hoursmale",
      "name": "Weekly work hours: Men in employment",
      "provider": "ILO",
      "source_url": "https://ilostat.ilo.org/methods/concepts-and-definitions/description-wages-and-working-time-statistics/",
      "source_code": "HOW_2EMP_SEX_NB.SEX_M",
      "method": "ILO modelled estimate; November 2025 vintage, not a direct census of hours",
      "evidence_status": "A \u00b7 provenance rechecked",
      "accuracy_assessment": "Not quantified: provenance checks do not estimate error against ground truth.",
      "uncertainty": "No numerical uncertainty interval ingested",
      "observations": 3663,
      "economies": 175,
      "first_year": 2005,
      "last_year": 2025,
      "economies_2023": 172,
      "economies_2025": 171,
      "economies_latest_2024_or_2025": 171,
      "notes": "Includes full-time and part-time employment. Does not measure unpaid care, commuting or discretionary time. 2025 is a model estimate; 2026\u201327 projections are excluded."
    },
    {
      "id": "lifeevaluation",
      "name": "Life evaluation (3-year mean)",
      "provider": "World Happiness Report",
      "source_url": "https://www.worldhappiness.report/data-sharing/",
      "source_code": "WHR2026.Figure2.1",
      "method": "National survey estimates pooled over 3 years; published 95% limits retained",
      "evidence_status": "A \u00b7 provenance rechecked",
      "accuracy_assessment": "Not quantified: provenance checks do not estimate error against ground truth.",
      "uncertainty": "Published 95% confidence limits ingested and displayed",
      "observations": 1597,
      "economies": 157,
      "first_year": 2015,
      "last_year": 2025,
      "economies_2023": 140,
      "economies_2025": 144,
      "economies_latest_2024_or_2025": 144,
      "notes": "Not daily mood or a composite of the six explanatory factors. 95% confidence limits reflect survey estimation, not weighting sensitivity. The earliest historical windows are retained in the separate source panel without inferred dates."
    }
  ],
  "ranking_complete_cases": {
    "2023": 170,
    "2024": 0,
    "2025": 0
  },
  "grading_definition": {
    "A": "Source retrieved and metadata/dimension mapping structurally checked in this ingestion batch.",
    "B": "Prior captured source series; not re-audited in this batch.",
    "C": "Research or blocked source; not accepted into the atlas."
  },
  "accuracy_warning": "Grades describe audit status, not a probability of correctness or a cross-provider accuracy ranking."
}