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Global Macro Outlook AI
Macro intelligence MVP
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Preparing data, scores, charts, and outlook text.
Audit
Inspect every audit record with its value, source, date, status, formula, and methodology metadata.
Live data are fetched from external sources. Demo and fallback data are illustrative or backup values and should be verified before research or investment use.
Live data are fetched from external sources. Demo and fallback data are illustrative or backup values and should be verified before research or investment use.
| Indicator | Indicator ID | Country | Value | Unit | Frequency | Date/time period | Source | Source status | Endpoint | Series ID | Formula ID | Formula summary | Data status | Last updated | Quality warnings | Missing-data rule | Notes / limitations |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Gini coefficient | GINI | United States | 49.84 | index | annual | 2025 | World Bank / OECD / fallback metadata via demo cache | demo | src/lib/demo-data.ts | local demo cache | N/A | N/A | demo | 2026-06-11T17:36:00-04:00 |
| No formula; direct source observation or static metadata. | World Bank SI.POV.GINI is mapped as the preferred no-key live source. Coverage can be sparse by country and year. Demo data is illustrative and should be verified before use. |
| Poverty rate | POVERTY_RATE | United States | 49.84 | % of population | annual | 2025 | World Bank / OECD / fallback metadata via demo cache | demo | src/lib/demo-data.ts | local demo cache | N/A | N/A | demo | 2026-06-11T17:36:00-04:00 |
| No formula; direct source observation or static metadata. | World Bank SI.POV.NAHC national poverty headcount ratio is mapped. National poverty lines are not always comparable across countries. Demo data is illustrative and should be verified before use. |
| Top 1% income share | TOP_1_INCOME_SHARE | United States | 49.84 | % of income | annual | 2025 | WID.world placeholder / fallback metadata via demo cache | demo | src/lib/demo-data.ts | local demo cache | N/A | N/A | demo | 2026-06-11T17:36:00-04:00 |
| No formula; direct source observation or static metadata. | WID.world is listed as the preferred candidate, but no verified live series ID or API URL is mapped yet. Demo data is illustrative and should be verified before use. |
| Top 10% income share | TOP_10_INCOME_SHARE | United States | 49.84 | % of income | annual | 2025 | WID.world placeholder / fallback metadata via demo cache | demo | src/lib/demo-data.ts | local demo cache | N/A | N/A | demo | 2026-06-11T17:36:00-04:00 |
| No formula; direct source observation or static metadata. | WID.world is listed as the preferred candidate, but no verified live series ID or API URL is mapped yet. Demo data is illustrative and should be verified before use. |
| Wealth inequality | WEALTH_INEQUALITY | United States | 49.84 | Not explicitly defined in the current codebase. | annual | 2025 | WID.world placeholder / fallback metadata via demo cache | demo | src/lib/demo-data.ts | local demo cache | N/A | N/A | demo | 2026-06-11T17:36:00-04:00 |
| No formula; direct source observation or static metadata. | Preferred source candidate is WID.world, but wealth concept, population universe, and exact series are not explicitly mapped yet. Demo data is illustrative and should be verified before use. |
| Labour share | LABOUR_SHARE | United States | 49.84 | % of income | annual | 2025 | OECD / national accounts placeholder via demo cache | demo | src/lib/demo-data.ts | local demo cache | N/A | N/A | demo | 2026-06-11T17:36:00-04:00 |
| No formula; direct source observation or static metadata. | OECD or national-accounts source candidate exists, but exact dataflow and country coverage are not explicitly mapped yet. Demo data is illustrative and should be verified before use. |
| Median income | MEDIAN_INCOME | United States | 49.84 | Not explicitly defined in the current codebase. | annual | 2025 | OECD / national sources placeholder via demo cache | demo | src/lib/demo-data.ts | local demo cache | N/A | N/A | demo | 2026-06-11T17:36:00-04:00 |
| No formula; direct source observation or static metadata. | OECD or national-source candidate exists, but equivalisation, currency basis, and exact series are not explicitly mapped yet. Demo data is illustrative and should be verified before use. |
| Real wage growth | REAL_WAGE_GROWTH | United States | 49.84 | % y/y | annual | 2025 | OECD / BLS / national sources placeholder via demo cache | demo | src/lib/demo-data.ts | local demo cache | N/A | N/A | demo | 2026-06-11T17:36:00-04:00 |
| No formula; direct source observation or static metadata. | The app has nominal WAGE_GROWTH elsewhere. Real wage growth is not explicitly mapped to a live deflated wage series yet. Demo data is illustrative and should be verified before use. |
| Household debt | HOUSEHOLD_DEBT | United States | 50.19 | % of GDP or disposable income | quarterly | 2026-Q1 | BIS / OECD placeholder via demo cache | demo | src/lib/demo-data.ts | local demo cache | N/A | N/A | demo | 2026-06-11T17:36:00-04:00 |
| No formula; direct source observation or static metadata. | BIS/OECD are listed as candidates, but the exact household-sector debt dataflow/key is not explicitly mapped yet. Demo data is illustrative and should be verified before use. |
| Housing affordability | HOUSING_AFFORDABILITY | United States | 50.19 | index or ratio | quarterly | 2026-Q1 | OECD / national sources placeholder via demo cache | demo | src/lib/demo-data.ts | local demo cache | N/A | N/A | demo | 2026-06-11T17:36:00-04:00 |
| No formula; direct source observation or static metadata. | Affordability can mean price-to-income, rent burden, or mortgage burden. Exact source concept is not explicitly mapped yet. Demo data is illustrative and should be verified before use. |
| Human Development Index | HDI | United States | 49.84 | 0-1 index | annual | 2025 | UNDP HDR placeholder via demo cache | demo | src/lib/demo-data.ts | local demo cache | N/A | N/A | demo | 2026-06-11T17:36:00-04:00 |
| No formula; direct source observation or static metadata. | UNDP Human Development Reports is the preferred source candidate, but the live endpoint or bulk file is not integrated yet. Demo data is illustrative and should be verified before use. |
| Inequality-adjusted HDI | IHDI | United States | 49.84 | 0-1 index | annual | 2025 | UNDP HDR placeholder via demo cache | demo | src/lib/demo-data.ts | local demo cache | N/A | N/A | demo | 2026-06-11T17:36:00-04:00 |
| No formula; direct source observation or static metadata. | UNDP Human Development Reports is the preferred source candidate, but the live endpoint or bulk file is not integrated yet. Demo data is illustrative and should be verified before use. |
| Gini coefficient | GINI | Canada | 49.8 | index | annual | 2025 | World Bank / OECD / fallback metadata via demo cache | demo | src/lib/demo-data.ts | local demo cache | N/A | N/A | demo | 2026-06-11T17:36:00-04:00 |
| No formula; direct source observation or static metadata. | World Bank SI.POV.GINI is mapped as the preferred no-key live source. Coverage can be sparse by country and year. Demo data is illustrative and should be verified before use. |
| Poverty rate | POVERTY_RATE | Canada | 49.8 | % of population | annual | 2025 | World Bank / OECD / fallback metadata via demo cache | demo | src/lib/demo-data.ts | local demo cache | N/A | N/A | demo | 2026-06-11T17:36:00-04:00 |
| No formula; direct source observation or static metadata. | World Bank SI.POV.NAHC national poverty headcount ratio is mapped. National poverty lines are not always comparable across countries. Demo data is illustrative and should be verified before use. |
| Top 1% income share | TOP_1_INCOME_SHARE | Canada | 49.8 | % of income | annual | 2025 | WID.world placeholder / fallback metadata via demo cache | demo | src/lib/demo-data.ts | local demo cache | N/A | N/A | demo | 2026-06-11T17:36:00-04:00 |
| No formula; direct source observation or static metadata. | WID.world is listed as the preferred candidate, but no verified live series ID or API URL is mapped yet. Demo data is illustrative and should be verified before use. |
| Top 10% income share | TOP_10_INCOME_SHARE | Canada | 49.8 | % of income | annual | 2025 | WID.world placeholder / fallback metadata via demo cache | demo | src/lib/demo-data.ts | local demo cache | N/A | N/A | demo | 2026-06-11T17:36:00-04:00 |
| No formula; direct source observation or static metadata. | WID.world is listed as the preferred candidate, but no verified live series ID or API URL is mapped yet. Demo data is illustrative and should be verified before use. |
| Wealth inequality | WEALTH_INEQUALITY | Canada | 49.8 | Not explicitly defined in the current codebase. | annual | 2025 | WID.world placeholder / fallback metadata via demo cache | demo | src/lib/demo-data.ts | local demo cache | N/A | N/A | demo | 2026-06-11T17:36:00-04:00 |
| No formula; direct source observation or static metadata. | Preferred source candidate is WID.world, but wealth concept, population universe, and exact series are not explicitly mapped yet. Demo data is illustrative and should be verified before use. |
| Labour share | LABOUR_SHARE | Canada | 49.8 | % of income | annual | 2025 | OECD / national accounts placeholder via demo cache | demo | src/lib/demo-data.ts | local demo cache | N/A | N/A | demo | 2026-06-11T17:36:00-04:00 |
| No formula; direct source observation or static metadata. | OECD or national-accounts source candidate exists, but exact dataflow and country coverage are not explicitly mapped yet. Demo data is illustrative and should be verified before use. |
| Median income | MEDIAN_INCOME | Canada | 49.8 | Not explicitly defined in the current codebase. | annual | 2025 | OECD / national sources placeholder via demo cache | demo | src/lib/demo-data.ts | local demo cache | N/A | N/A | demo | 2026-06-11T17:36:00-04:00 |
| No formula; direct source observation or static metadata. | OECD or national-source candidate exists, but equivalisation, currency basis, and exact series are not explicitly mapped yet. Demo data is illustrative and should be verified before use. |
| Real wage growth | REAL_WAGE_GROWTH | Canada | 49.8 | % y/y | annual | 2025 | OECD / BLS / national sources placeholder via demo cache | demo | src/lib/demo-data.ts | local demo cache | N/A | N/A | demo | 2026-06-11T17:36:00-04:00 |
| No formula; direct source observation or static metadata. | The app has nominal WAGE_GROWTH elsewhere. Real wage growth is not explicitly mapped to a live deflated wage series yet. Demo data is illustrative and should be verified before use. |
| Household debt | HOUSEHOLD_DEBT | Canada | 50.07 | % of GDP or disposable income | quarterly | 2026-Q1 | BIS / OECD placeholder via demo cache | demo | src/lib/demo-data.ts | local demo cache | N/A | N/A | demo | 2026-06-11T17:36:00-04:00 |
| No formula; direct source observation or static metadata. | BIS/OECD are listed as candidates, but the exact household-sector debt dataflow/key is not explicitly mapped yet. Demo data is illustrative and should be verified before use. |
| Housing affordability | HOUSING_AFFORDABILITY | Canada | 50.07 | index or ratio | quarterly | 2026-Q1 | OECD / national sources placeholder via demo cache | demo | src/lib/demo-data.ts | local demo cache | N/A | N/A | demo | 2026-06-11T17:36:00-04:00 |
| No formula; direct source observation or static metadata. | Affordability can mean price-to-income, rent burden, or mortgage burden. Exact source concept is not explicitly mapped yet. Demo data is illustrative and should be verified before use. |
| Human Development Index | HDI | Canada | 49.8 | 0-1 index | annual | 2025 | UNDP HDR placeholder via demo cache | demo | src/lib/demo-data.ts | local demo cache | N/A | N/A | demo | 2026-06-11T17:36:00-04:00 |
| No formula; direct source observation or static metadata. | UNDP Human Development Reports is the preferred source candidate, but the live endpoint or bulk file is not integrated yet. Demo data is illustrative and should be verified before use. |
| Inequality-adjusted HDI | IHDI | Canada | 49.8 | 0-1 index | annual | 2025 | UNDP HDR placeholder via demo cache | demo | src/lib/demo-data.ts | local demo cache | N/A | N/A | demo | 2026-06-11T17:36:00-04:00 |
| No formula; direct source observation or static metadata. | UNDP Human Development Reports is the preferred source candidate, but the live endpoint or bulk file is not integrated yet. Demo data is illustrative and should be verified before use. |
| Gini coefficient | GINI | Euro Area | 50.11 | index | annual | 2025 | World Bank / OECD / fallback metadata via demo cache | demo | src/lib/demo-data.ts | local demo cache | N/A | N/A | demo | 2026-06-11T17:36:00-04:00 |
| No formula; direct source observation or static metadata. | World Bank SI.POV.GINI is mapped as the preferred no-key live source. Coverage can be sparse by country and year. Demo data is illustrative and should be verified before use. |
| Poverty rate | POVERTY_RATE | Euro Area | 50.11 | % of population | annual | 2025 | World Bank / OECD / fallback metadata via demo cache | demo | src/lib/demo-data.ts | local demo cache | N/A | N/A | demo | 2026-06-11T17:36:00-04:00 |
| No formula; direct source observation or static metadata. | World Bank SI.POV.NAHC national poverty headcount ratio is mapped. National poverty lines are not always comparable across countries. Demo data is illustrative and should be verified before use. |
| Top 1% income share | TOP_1_INCOME_SHARE | Euro Area | 50.11 | % of income | annual | 2025 | WID.world placeholder / fallback metadata via demo cache | demo | src/lib/demo-data.ts | local demo cache | N/A | N/A | demo | 2026-06-11T17:36:00-04:00 |
| No formula; direct source observation or static metadata. | WID.world is listed as the preferred candidate, but no verified live series ID or API URL is mapped yet. Demo data is illustrative and should be verified before use. |
| Top 10% income share | TOP_10_INCOME_SHARE | Euro Area | 50.11 | % of income | annual | 2025 | WID.world placeholder / fallback metadata via demo cache | demo | src/lib/demo-data.ts | local demo cache | N/A | N/A | demo | 2026-06-11T17:36:00-04:00 |
| No formula; direct source observation or static metadata. | WID.world is listed as the preferred candidate, but no verified live series ID or API URL is mapped yet. Demo data is illustrative and should be verified before use. |
| Wealth inequality | WEALTH_INEQUALITY | Euro Area | 50.11 | Not explicitly defined in the current codebase. | annual | 2025 | WID.world placeholder / fallback metadata via demo cache | demo | src/lib/demo-data.ts | local demo cache | N/A | N/A | demo | 2026-06-11T17:36:00-04:00 |
| No formula; direct source observation or static metadata. | Preferred source candidate is WID.world, but wealth concept, population universe, and exact series are not explicitly mapped yet. Demo data is illustrative and should be verified before use. |
| Labour share | LABOUR_SHARE | Euro Area | 50.11 | % of income | annual | 2025 | OECD / national accounts placeholder via demo cache | demo | src/lib/demo-data.ts | local demo cache | N/A | N/A | demo | 2026-06-11T17:36:00-04:00 |
| No formula; direct source observation or static metadata. | OECD or national-accounts source candidate exists, but exact dataflow and country coverage are not explicitly mapped yet. Demo data is illustrative and should be verified before use. |
| Median income | MEDIAN_INCOME | Euro Area | 50.11 | Not explicitly defined in the current codebase. | annual | 2025 | OECD / national sources placeholder via demo cache | demo | src/lib/demo-data.ts | local demo cache | N/A | N/A | demo | 2026-06-11T17:36:00-04:00 |
| No formula; direct source observation or static metadata. | OECD or national-source candidate exists, but equivalisation, currency basis, and exact series are not explicitly mapped yet. Demo data is illustrative and should be verified before use. |
| Real wage growth | REAL_WAGE_GROWTH | Euro Area | 50.11 | % y/y | annual | 2025 | OECD / BLS / national sources placeholder via demo cache | demo | src/lib/demo-data.ts | local demo cache | N/A | N/A | demo | 2026-06-11T17:36:00-04:00 |
| No formula; direct source observation or static metadata. | The app has nominal WAGE_GROWTH elsewhere. Real wage growth is not explicitly mapped to a live deflated wage series yet. Demo data is illustrative and should be verified before use. |
| Household debt | HOUSEHOLD_DEBT | Euro Area | 49.8 | % of GDP or disposable income | quarterly | 2026-Q1 | BIS / OECD placeholder via demo cache | demo | src/lib/demo-data.ts | local demo cache | N/A | N/A | demo | 2026-06-11T17:36:00-04:00 |
| No formula; direct source observation or static metadata. | BIS/OECD are listed as candidates, but the exact household-sector debt dataflow/key is not explicitly mapped yet. Demo data is illustrative and should be verified before use. |
| Housing affordability | HOUSING_AFFORDABILITY | Euro Area | 49.8 | index or ratio | quarterly | 2026-Q1 | OECD / national sources placeholder via demo cache | demo | src/lib/demo-data.ts | local demo cache | N/A | N/A | demo | 2026-06-11T17:36:00-04:00 |
| No formula; direct source observation or static metadata. | Affordability can mean price-to-income, rent burden, or mortgage burden. Exact source concept is not explicitly mapped yet. Demo data is illustrative and should be verified before use. |
| Human Development Index | HDI | Euro Area | 50.11 | 0-1 index | annual | 2025 | UNDP HDR placeholder via demo cache | demo | src/lib/demo-data.ts | local demo cache | N/A | N/A | demo | 2026-06-11T17:36:00-04:00 |
| No formula; direct source observation or static metadata. | UNDP Human Development Reports is the preferred source candidate, but the live endpoint or bulk file is not integrated yet. Demo data is illustrative and should be verified before use. |
| Inequality-adjusted HDI | IHDI | Euro Area | 50.11 | 0-1 index | annual | 2025 | UNDP HDR placeholder via demo cache | demo | src/lib/demo-data.ts | local demo cache | N/A | N/A | demo | 2026-06-11T17:36:00-04:00 |
| No formula; direct source observation or static metadata. | UNDP Human Development Reports is the preferred source candidate, but the live endpoint or bulk file is not integrated yet. Demo data is illustrative and should be verified before use. |
| Gini coefficient | GINI | China | 49.8 | index | annual | 2025 | World Bank / OECD / fallback metadata via demo cache | demo | src/lib/demo-data.ts | local demo cache | N/A | N/A | demo | 2026-06-11T17:36:00-04:00 |
| No formula; direct source observation or static metadata. | World Bank SI.POV.GINI is mapped as the preferred no-key live source. Coverage can be sparse by country and year. Demo data is illustrative and should be verified before use. |
| Poverty rate | POVERTY_RATE | China | 49.8 | % of population | annual | 2025 | World Bank / OECD / fallback metadata via demo cache | demo | src/lib/demo-data.ts | local demo cache | N/A | N/A | demo | 2026-06-11T17:36:00-04:00 |
| No formula; direct source observation or static metadata. | World Bank SI.POV.NAHC national poverty headcount ratio is mapped. National poverty lines are not always comparable across countries. Demo data is illustrative and should be verified before use. |
| Top 1% income share | TOP_1_INCOME_SHARE | China | 49.8 | % of income | annual | 2025 | WID.world placeholder / fallback metadata via demo cache | demo | src/lib/demo-data.ts | local demo cache | N/A | N/A | demo | 2026-06-11T17:36:00-04:00 |
| No formula; direct source observation or static metadata. | WID.world is listed as the preferred candidate, but no verified live series ID or API URL is mapped yet. Demo data is illustrative and should be verified before use. |
| Top 10% income share | TOP_10_INCOME_SHARE | China | 49.8 | % of income | annual | 2025 | WID.world placeholder / fallback metadata via demo cache | demo | src/lib/demo-data.ts | local demo cache | N/A | N/A | demo | 2026-06-11T17:36:00-04:00 |
| No formula; direct source observation or static metadata. | WID.world is listed as the preferred candidate, but no verified live series ID or API URL is mapped yet. Demo data is illustrative and should be verified before use. |
| Wealth inequality | WEALTH_INEQUALITY | China | 49.8 | Not explicitly defined in the current codebase. | annual | 2025 | WID.world placeholder / fallback metadata via demo cache | demo | src/lib/demo-data.ts | local demo cache | N/A | N/A | demo | 2026-06-11T17:36:00-04:00 |
| No formula; direct source observation or static metadata. | Preferred source candidate is WID.world, but wealth concept, population universe, and exact series are not explicitly mapped yet. Demo data is illustrative and should be verified before use. |
| Labour share | LABOUR_SHARE | China | 49.8 | % of income | annual | 2025 | OECD / national accounts placeholder via demo cache | demo | src/lib/demo-data.ts | local demo cache | N/A | N/A | demo | 2026-06-11T17:36:00-04:00 |
| No formula; direct source observation or static metadata. | OECD or national-accounts source candidate exists, but exact dataflow and country coverage are not explicitly mapped yet. Demo data is illustrative and should be verified before use. |
| Median income | MEDIAN_INCOME | China | 49.8 | Not explicitly defined in the current codebase. | annual | 2025 | OECD / national sources placeholder via demo cache | demo | src/lib/demo-data.ts | local demo cache | N/A | N/A | demo | 2026-06-11T17:36:00-04:00 |
| No formula; direct source observation or static metadata. | OECD or national-source candidate exists, but equivalisation, currency basis, and exact series are not explicitly mapped yet. Demo data is illustrative and should be verified before use. |
| Real wage growth | REAL_WAGE_GROWTH | China | 49.8 | % y/y | annual | 2025 | OECD / BLS / national sources placeholder via demo cache | demo | src/lib/demo-data.ts | local demo cache | N/A | N/A | demo | 2026-06-11T17:36:00-04:00 |
| No formula; direct source observation or static metadata. | The app has nominal WAGE_GROWTH elsewhere. Real wage growth is not explicitly mapped to a live deflated wage series yet. Demo data is illustrative and should be verified before use. |
| Household debt | HOUSEHOLD_DEBT | China | 50.07 | % of GDP or disposable income | quarterly | 2026-Q1 | BIS / OECD placeholder via demo cache | demo | src/lib/demo-data.ts | local demo cache | N/A | N/A | demo | 2026-06-11T17:36:00-04:00 |
| No formula; direct source observation or static metadata. | BIS/OECD are listed as candidates, but the exact household-sector debt dataflow/key is not explicitly mapped yet. Demo data is illustrative and should be verified before use. |
| Housing affordability | HOUSING_AFFORDABILITY | China | 50.07 | index or ratio | quarterly | 2026-Q1 | OECD / national sources placeholder via demo cache | demo | src/lib/demo-data.ts | local demo cache | N/A | N/A | demo | 2026-06-11T17:36:00-04:00 |
| No formula; direct source observation or static metadata. | Affordability can mean price-to-income, rent burden, or mortgage burden. Exact source concept is not explicitly mapped yet. Demo data is illustrative and should be verified before use. |
| Human Development Index | HDI | China | 49.8 | 0-1 index | annual | 2025 | UNDP HDR placeholder via demo cache | demo | src/lib/demo-data.ts | local demo cache | N/A | N/A | demo | 2026-06-11T17:36:00-04:00 |
| No formula; direct source observation or static metadata. | UNDP Human Development Reports is the preferred source candidate, but the live endpoint or bulk file is not integrated yet. Demo data is illustrative and should be verified before use. |
| Inequality-adjusted HDI | IHDI | China | 49.8 | 0-1 index | annual | 2025 | UNDP HDR placeholder via demo cache | demo | src/lib/demo-data.ts | local demo cache | N/A | N/A | demo | 2026-06-11T17:36:00-04:00 |
| No formula; direct source observation or static metadata. | UNDP Human Development Reports is the preferred source candidate, but the live endpoint or bulk file is not integrated yet. Demo data is illustrative and should be verified before use. |
| Gini coefficient | GINI | Japan | 49.87 | index | annual | 2025 | World Bank / OECD / fallback metadata via demo cache | demo | src/lib/demo-data.ts | local demo cache | N/A | N/A | demo | 2026-06-11T17:36:00-04:00 |
| No formula; direct source observation or static metadata. | World Bank SI.POV.GINI is mapped as the preferred no-key live source. Coverage can be sparse by country and year. Demo data is illustrative and should be verified before use. |
| Poverty rate | POVERTY_RATE | Japan | 49.87 | % of population | annual | 2025 | World Bank / OECD / fallback metadata via demo cache | demo | src/lib/demo-data.ts | local demo cache | N/A | N/A | demo | 2026-06-11T17:36:00-04:00 |
| No formula; direct source observation or static metadata. | World Bank SI.POV.NAHC national poverty headcount ratio is mapped. National poverty lines are not always comparable across countries. Demo data is illustrative and should be verified before use. |
| Top 1% income share | TOP_1_INCOME_SHARE | Japan | 49.87 | % of income | annual | 2025 | WID.world placeholder / fallback metadata via demo cache | demo | src/lib/demo-data.ts | local demo cache | N/A | N/A | demo | 2026-06-11T17:36:00-04:00 |
| No formula; direct source observation or static metadata. | WID.world is listed as the preferred candidate, but no verified live series ID or API URL is mapped yet. Demo data is illustrative and should be verified before use. |
| Top 10% income share | TOP_10_INCOME_SHARE | Japan | 49.87 | % of income | annual | 2025 | WID.world placeholder / fallback metadata via demo cache | demo | src/lib/demo-data.ts | local demo cache | N/A | N/A | demo | 2026-06-11T17:36:00-04:00 |
| No formula; direct source observation or static metadata. | WID.world is listed as the preferred candidate, but no verified live series ID or API URL is mapped yet. Demo data is illustrative and should be verified before use. |
| Wealth inequality | WEALTH_INEQUALITY | Japan | 49.87 | Not explicitly defined in the current codebase. | annual | 2025 | WID.world placeholder / fallback metadata via demo cache | demo | src/lib/demo-data.ts | local demo cache | N/A | N/A | demo | 2026-06-11T17:36:00-04:00 |
| No formula; direct source observation or static metadata. | Preferred source candidate is WID.world, but wealth concept, population universe, and exact series are not explicitly mapped yet. Demo data is illustrative and should be verified before use. |
| Labour share | LABOUR_SHARE | Japan | 49.87 | % of income | annual | 2025 | OECD / national accounts placeholder via demo cache | demo | src/lib/demo-data.ts | local demo cache | N/A | N/A | demo | 2026-06-11T17:36:00-04:00 |
| No formula; direct source observation or static metadata. | OECD or national-accounts source candidate exists, but exact dataflow and country coverage are not explicitly mapped yet. Demo data is illustrative and should be verified before use. |
| Median income | MEDIAN_INCOME | Japan | 49.87 | Not explicitly defined in the current codebase. | annual | 2025 | OECD / national sources placeholder via demo cache | demo | src/lib/demo-data.ts | local demo cache | N/A | N/A | demo | 2026-06-11T17:36:00-04:00 |
| No formula; direct source observation or static metadata. | OECD or national-source candidate exists, but equivalisation, currency basis, and exact series are not explicitly mapped yet. Demo data is illustrative and should be verified before use. |
| Real wage growth | REAL_WAGE_GROWTH | Japan | 49.87 | % y/y | annual | 2025 | OECD / BLS / national sources placeholder via demo cache | demo | src/lib/demo-data.ts | local demo cache | N/A | N/A | demo | 2026-06-11T17:36:00-04:00 |
| No formula; direct source observation or static metadata. | The app has nominal WAGE_GROWTH elsewhere. Real wage growth is not explicitly mapped to a live deflated wage series yet. Demo data is illustrative and should be verified before use. |
| Household debt | HOUSEHOLD_DEBT | Japan | 49.93 | % of GDP or disposable income | quarterly | 2026-Q1 | BIS / OECD placeholder via demo cache | demo | src/lib/demo-data.ts | local demo cache | N/A | N/A | demo | 2026-06-11T17:36:00-04:00 |
| No formula; direct source observation or static metadata. | BIS/OECD are listed as candidates, but the exact household-sector debt dataflow/key is not explicitly mapped yet. Demo data is illustrative and should be verified before use. |
| Housing affordability | HOUSING_AFFORDABILITY | Japan | 49.93 | index or ratio | quarterly | 2026-Q1 | OECD / national sources placeholder via demo cache | demo | src/lib/demo-data.ts | local demo cache | N/A | N/A | demo | 2026-06-11T17:36:00-04:00 |
| No formula; direct source observation or static metadata. | Affordability can mean price-to-income, rent burden, or mortgage burden. Exact source concept is not explicitly mapped yet. Demo data is illustrative and should be verified before use. |
| Human Development Index | HDI | Japan | 49.87 | 0-1 index | annual | 2025 | UNDP HDR placeholder via demo cache | demo | src/lib/demo-data.ts | local demo cache | N/A | N/A | demo | 2026-06-11T17:36:00-04:00 |
| No formula; direct source observation or static metadata. | UNDP Human Development Reports is the preferred source candidate, but the live endpoint or bulk file is not integrated yet. Demo data is illustrative and should be verified before use. |
| Inequality-adjusted HDI | IHDI | Japan | 49.87 | 0-1 index | annual | 2025 | UNDP HDR placeholder via demo cache | demo | src/lib/demo-data.ts | local demo cache | N/A | N/A | demo | 2026-06-11T17:36:00-04:00 |
| No formula; direct source observation or static metadata. | UNDP Human Development Reports is the preferred source candidate, but the live endpoint or bulk file is not integrated yet. Demo data is illustrative and should be verified before use. |
| Gini coefficient | GINI | United Kingdom | 50.1 | index | annual | 2025 | World Bank / OECD / fallback metadata via demo cache | demo | src/lib/demo-data.ts | local demo cache | N/A | N/A | demo | 2026-06-11T17:36:00-04:00 |
| No formula; direct source observation or static metadata. | World Bank SI.POV.GINI is mapped as the preferred no-key live source. Coverage can be sparse by country and year. Demo data is illustrative and should be verified before use. |
| Poverty rate | POVERTY_RATE | United Kingdom | 50.1 | % of population | annual | 2025 | World Bank / OECD / fallback metadata via demo cache | demo | src/lib/demo-data.ts | local demo cache | N/A | N/A | demo | 2026-06-11T17:36:00-04:00 |
| No formula; direct source observation or static metadata. | World Bank SI.POV.NAHC national poverty headcount ratio is mapped. National poverty lines are not always comparable across countries. Demo data is illustrative and should be verified before use. |
| Top 1% income share | TOP_1_INCOME_SHARE | United Kingdom | 50.1 | % of income | annual | 2025 | WID.world placeholder / fallback metadata via demo cache | demo | src/lib/demo-data.ts | local demo cache | N/A | N/A | demo | 2026-06-11T17:36:00-04:00 |
| No formula; direct source observation or static metadata. | WID.world is listed as the preferred candidate, but no verified live series ID or API URL is mapped yet. Demo data is illustrative and should be verified before use. |
| Top 10% income share | TOP_10_INCOME_SHARE | United Kingdom | 50.1 | % of income | annual | 2025 | WID.world placeholder / fallback metadata via demo cache | demo | src/lib/demo-data.ts | local demo cache | N/A | N/A | demo | 2026-06-11T17:36:00-04:00 |
| No formula; direct source observation or static metadata. | WID.world is listed as the preferred candidate, but no verified live series ID or API URL is mapped yet. Demo data is illustrative and should be verified before use. |
| Wealth inequality | WEALTH_INEQUALITY | United Kingdom | 50.1 | Not explicitly defined in the current codebase. | annual | 2025 | WID.world placeholder / fallback metadata via demo cache | demo | src/lib/demo-data.ts | local demo cache | N/A | N/A | demo | 2026-06-11T17:36:00-04:00 |
| No formula; direct source observation or static metadata. | Preferred source candidate is WID.world, but wealth concept, population universe, and exact series are not explicitly mapped yet. Demo data is illustrative and should be verified before use. |
| Labour share | LABOUR_SHARE | United Kingdom | 50.1 | % of income | annual | 2025 | OECD / national accounts placeholder via demo cache | demo | src/lib/demo-data.ts | local demo cache | N/A | N/A | demo | 2026-06-11T17:36:00-04:00 |
| No formula; direct source observation or static metadata. | OECD or national-accounts source candidate exists, but exact dataflow and country coverage are not explicitly mapped yet. Demo data is illustrative and should be verified before use. |
| Median income | MEDIAN_INCOME | United Kingdom | 50.1 | Not explicitly defined in the current codebase. | annual | 2025 | OECD / national sources placeholder via demo cache | demo | src/lib/demo-data.ts | local demo cache | N/A | N/A | demo | 2026-06-11T17:36:00-04:00 |
| No formula; direct source observation or static metadata. | OECD or national-source candidate exists, but equivalisation, currency basis, and exact series are not explicitly mapped yet. Demo data is illustrative and should be verified before use. |
| Real wage growth | REAL_WAGE_GROWTH | United Kingdom | 50.1 | % y/y | annual | 2025 | OECD / BLS / national sources placeholder via demo cache | demo | src/lib/demo-data.ts | local demo cache | N/A | N/A | demo | 2026-06-11T17:36:00-04:00 |
| No formula; direct source observation or static metadata. | The app has nominal WAGE_GROWTH elsewhere. Real wage growth is not explicitly mapped to a live deflated wage series yet. Demo data is illustrative and should be verified before use. |
| Household debt | HOUSEHOLD_DEBT | United Kingdom | 50.1 | % of GDP or disposable income | quarterly | 2026-Q1 | BIS / OECD placeholder via demo cache | demo | src/lib/demo-data.ts | local demo cache | N/A | N/A | demo | 2026-06-11T17:36:00-04:00 |
| No formula; direct source observation or static metadata. | BIS/OECD are listed as candidates, but the exact household-sector debt dataflow/key is not explicitly mapped yet. Demo data is illustrative and should be verified before use. |
| Housing affordability | HOUSING_AFFORDABILITY | United Kingdom | 50.1 | index or ratio | quarterly | 2026-Q1 | OECD / national sources placeholder via demo cache | demo | src/lib/demo-data.ts | local demo cache | N/A | N/A | demo | 2026-06-11T17:36:00-04:00 |
| No formula; direct source observation or static metadata. | Affordability can mean price-to-income, rent burden, or mortgage burden. Exact source concept is not explicitly mapped yet. Demo data is illustrative and should be verified before use. |
| Human Development Index | HDI | United Kingdom | 50.1 | 0-1 index | annual | 2025 | UNDP HDR placeholder via demo cache | demo | src/lib/demo-data.ts | local demo cache | N/A | N/A | demo | 2026-06-11T17:36:00-04:00 |
| No formula; direct source observation or static metadata. | UNDP Human Development Reports is the preferred source candidate, but the live endpoint or bulk file is not integrated yet. Demo data is illustrative and should be verified before use. |
| Inequality-adjusted HDI | IHDI | United Kingdom | 50.1 | 0-1 index | annual | 2025 | UNDP HDR placeholder via demo cache | demo | src/lib/demo-data.ts | local demo cache | N/A | N/A | demo | 2026-06-11T17:36:00-04:00 |
| No formula; direct source observation or static metadata. | UNDP Human Development Reports is the preferred source candidate, but the live endpoint or bulk file is not integrated yet. Demo data is illustrative and should be verified before use. |
| Gini coefficient | GINI | Germany | 49.92 | index | annual | 2025 | World Bank / OECD / fallback metadata via demo cache | demo | src/lib/demo-data.ts | local demo cache | N/A | N/A | demo | 2026-06-11T17:36:00-04:00 |
| No formula; direct source observation or static metadata. | World Bank SI.POV.GINI is mapped as the preferred no-key live source. Coverage can be sparse by country and year. Demo data is illustrative and should be verified before use. |
| Poverty rate | POVERTY_RATE | Germany | 49.92 | % of population | annual | 2025 | World Bank / OECD / fallback metadata via demo cache | demo | src/lib/demo-data.ts | local demo cache | N/A | N/A | demo | 2026-06-11T17:36:00-04:00 |
| No formula; direct source observation or static metadata. | World Bank SI.POV.NAHC national poverty headcount ratio is mapped. National poverty lines are not always comparable across countries. Demo data is illustrative and should be verified before use. |
| Top 1% income share | TOP_1_INCOME_SHARE | Germany | 49.92 | % of income | annual | 2025 | WID.world placeholder / fallback metadata via demo cache | demo | src/lib/demo-data.ts | local demo cache | N/A | N/A | demo | 2026-06-11T17:36:00-04:00 |
| No formula; direct source observation or static metadata. | WID.world is listed as the preferred candidate, but no verified live series ID or API URL is mapped yet. Demo data is illustrative and should be verified before use. |
| Top 10% income share | TOP_10_INCOME_SHARE | Germany | 49.92 | % of income | annual | 2025 | WID.world placeholder / fallback metadata via demo cache | demo | src/lib/demo-data.ts | local demo cache | N/A | N/A | demo | 2026-06-11T17:36:00-04:00 |
| No formula; direct source observation or static metadata. | WID.world is listed as the preferred candidate, but no verified live series ID or API URL is mapped yet. Demo data is illustrative and should be verified before use. |
| Wealth inequality | WEALTH_INEQUALITY | Germany | 49.92 | Not explicitly defined in the current codebase. | annual | 2025 | WID.world placeholder / fallback metadata via demo cache | demo | src/lib/demo-data.ts | local demo cache | N/A | N/A | demo | 2026-06-11T17:36:00-04:00 |
| No formula; direct source observation or static metadata. | Preferred source candidate is WID.world, but wealth concept, population universe, and exact series are not explicitly mapped yet. Demo data is illustrative and should be verified before use. |
| Labour share | LABOUR_SHARE | Germany | 49.92 | % of income | annual | 2025 | OECD / national accounts placeholder via demo cache | demo | src/lib/demo-data.ts | local demo cache | N/A | N/A | demo | 2026-06-11T17:36:00-04:00 |
| No formula; direct source observation or static metadata. | OECD or national-accounts source candidate exists, but exact dataflow and country coverage are not explicitly mapped yet. Demo data is illustrative and should be verified before use. |
| Median income | MEDIAN_INCOME | Germany | 49.92 | Not explicitly defined in the current codebase. | annual | 2025 | OECD / national sources placeholder via demo cache | demo | src/lib/demo-data.ts | local demo cache | N/A | N/A | demo | 2026-06-11T17:36:00-04:00 |
| No formula; direct source observation or static metadata. | OECD or national-source candidate exists, but equivalisation, currency basis, and exact series are not explicitly mapped yet. Demo data is illustrative and should be verified before use. |
| Real wage growth | REAL_WAGE_GROWTH | Germany | 49.92 | % y/y | annual | 2025 | OECD / BLS / national sources placeholder via demo cache | demo | src/lib/demo-data.ts | local demo cache | N/A | N/A | demo | 2026-06-11T17:36:00-04:00 |
| No formula; direct source observation or static metadata. | The app has nominal WAGE_GROWTH elsewhere. Real wage growth is not explicitly mapped to a live deflated wage series yet. Demo data is illustrative and should be verified before use. |
| Household debt | HOUSEHOLD_DEBT | Germany | 49.88 | % of GDP or disposable income | quarterly | 2026-Q1 | BIS / OECD placeholder via demo cache | demo | src/lib/demo-data.ts | local demo cache | N/A | N/A | demo | 2026-06-11T17:36:00-04:00 |
| No formula; direct source observation or static metadata. | BIS/OECD are listed as candidates, but the exact household-sector debt dataflow/key is not explicitly mapped yet. Demo data is illustrative and should be verified before use. |
| Housing affordability | HOUSING_AFFORDABILITY | Germany | 49.88 | index or ratio | quarterly | 2026-Q1 | OECD / national sources placeholder via demo cache | demo | src/lib/demo-data.ts | local demo cache | N/A | N/A | demo | 2026-06-11T17:36:00-04:00 |
| No formula; direct source observation or static metadata. | Affordability can mean price-to-income, rent burden, or mortgage burden. Exact source concept is not explicitly mapped yet. Demo data is illustrative and should be verified before use. |
| Human Development Index | HDI | Germany | 49.92 | 0-1 index | annual | 2025 | UNDP HDR placeholder via demo cache | demo | src/lib/demo-data.ts | local demo cache | N/A | N/A | demo | 2026-06-11T17:36:00-04:00 |
| No formula; direct source observation or static metadata. | UNDP Human Development Reports is the preferred source candidate, but the live endpoint or bulk file is not integrated yet. Demo data is illustrative and should be verified before use. |
| Inequality-adjusted HDI | IHDI | Germany | 49.92 | 0-1 index | annual | 2025 | UNDP HDR placeholder via demo cache | demo | src/lib/demo-data.ts | local demo cache | N/A | N/A | demo | 2026-06-11T17:36:00-04:00 |
| No formula; direct source observation or static metadata. | UNDP Human Development Reports is the preferred source candidate, but the live endpoint or bulk file is not integrated yet. Demo data is illustrative and should be verified before use. |
| Gini coefficient | GINI | India | 49.8 | index | annual | 2025 | World Bank / OECD / fallback metadata via demo cache | demo | src/lib/demo-data.ts | local demo cache | N/A | N/A | demo | 2026-06-11T17:36:00-04:00 |
| No formula; direct source observation or static metadata. | World Bank SI.POV.GINI is mapped as the preferred no-key live source. Coverage can be sparse by country and year. Demo data is illustrative and should be verified before use. |
| Poverty rate | POVERTY_RATE | India | 49.8 | % of population | annual | 2025 | World Bank / OECD / fallback metadata via demo cache | demo | src/lib/demo-data.ts | local demo cache | N/A | N/A | demo | 2026-06-11T17:36:00-04:00 |
| No formula; direct source observation or static metadata. | World Bank SI.POV.NAHC national poverty headcount ratio is mapped. National poverty lines are not always comparable across countries. Demo data is illustrative and should be verified before use. |
| Top 1% income share | TOP_1_INCOME_SHARE | India | 49.8 | % of income | annual | 2025 | WID.world placeholder / fallback metadata via demo cache | demo | src/lib/demo-data.ts | local demo cache | N/A | N/A | demo | 2026-06-11T17:36:00-04:00 |
| No formula; direct source observation or static metadata. | WID.world is listed as the preferred candidate, but no verified live series ID or API URL is mapped yet. Demo data is illustrative and should be verified before use. |
| Top 10% income share | TOP_10_INCOME_SHARE | India | 49.8 | % of income | annual | 2025 | WID.world placeholder / fallback metadata via demo cache | demo | src/lib/demo-data.ts | local demo cache | N/A | N/A | demo | 2026-06-11T17:36:00-04:00 |
| No formula; direct source observation or static metadata. | WID.world is listed as the preferred candidate, but no verified live series ID or API URL is mapped yet. Demo data is illustrative and should be verified before use. |
| Wealth inequality | WEALTH_INEQUALITY | India | 49.8 | Not explicitly defined in the current codebase. | annual | 2025 | WID.world placeholder / fallback metadata via demo cache | demo | src/lib/demo-data.ts | local demo cache | N/A | N/A | demo | 2026-06-11T17:36:00-04:00 |
| No formula; direct source observation or static metadata. | Preferred source candidate is WID.world, but wealth concept, population universe, and exact series are not explicitly mapped yet. Demo data is illustrative and should be verified before use. |
| Labour share | LABOUR_SHARE | India | 49.8 | % of income | annual | 2025 | OECD / national accounts placeholder via demo cache | demo | src/lib/demo-data.ts | local demo cache | N/A | N/A | demo | 2026-06-11T17:36:00-04:00 |
| No formula; direct source observation or static metadata. | OECD or national-accounts source candidate exists, but exact dataflow and country coverage are not explicitly mapped yet. Demo data is illustrative and should be verified before use. |
| Median income | MEDIAN_INCOME | India | 49.8 | Not explicitly defined in the current codebase. | annual | 2025 | OECD / national sources placeholder via demo cache | demo | src/lib/demo-data.ts | local demo cache | N/A | N/A | demo | 2026-06-11T17:36:00-04:00 |
| No formula; direct source observation or static metadata. | OECD or national-source candidate exists, but equivalisation, currency basis, and exact series are not explicitly mapped yet. Demo data is illustrative and should be verified before use. |
| Real wage growth | REAL_WAGE_GROWTH | India | 49.8 | % y/y | annual | 2025 | OECD / BLS / national sources placeholder via demo cache | demo | src/lib/demo-data.ts | local demo cache | N/A | N/A | demo | 2026-06-11T17:36:00-04:00 |
| No formula; direct source observation or static metadata. | The app has nominal WAGE_GROWTH elsewhere. Real wage growth is not explicitly mapped to a live deflated wage series yet. Demo data is illustrative and should be verified before use. |
| Household debt | HOUSEHOLD_DEBT | India | 50.12 | % of GDP or disposable income | quarterly | 2026-Q1 | BIS / OECD placeholder via demo cache | demo | src/lib/demo-data.ts | local demo cache | N/A | N/A | demo | 2026-06-11T17:36:00-04:00 |
| No formula; direct source observation or static metadata. | BIS/OECD are listed as candidates, but the exact household-sector debt dataflow/key is not explicitly mapped yet. Demo data is illustrative and should be verified before use. |
| Housing affordability | HOUSING_AFFORDABILITY | India | 50.12 | index or ratio | quarterly | 2026-Q1 | OECD / national sources placeholder via demo cache | demo | src/lib/demo-data.ts | local demo cache | N/A | N/A | demo | 2026-06-11T17:36:00-04:00 |
| No formula; direct source observation or static metadata. | Affordability can mean price-to-income, rent burden, or mortgage burden. Exact source concept is not explicitly mapped yet. Demo data is illustrative and should be verified before use. |
| Human Development Index | HDI | India | 49.8 | 0-1 index | annual | 2025 | UNDP HDR placeholder via demo cache | demo | src/lib/demo-data.ts | local demo cache | N/A | N/A | demo | 2026-06-11T17:36:00-04:00 |
| No formula; direct source observation or static metadata. | UNDP Human Development Reports is the preferred source candidate, but the live endpoint or bulk file is not integrated yet. Demo data is illustrative and should be verified before use. |
| Inequality-adjusted HDI | IHDI | India | 49.8 | 0-1 index | annual | 2025 | UNDP HDR placeholder via demo cache | demo | src/lib/demo-data.ts | local demo cache | N/A | N/A | demo | 2026-06-11T17:36:00-04:00 |
| No formula; direct source observation or static metadata. | UNDP Human Development Reports is the preferred source candidate, but the live endpoint or bulk file is not integrated yet. Demo data is illustrative and should be verified before use. |
| Gini coefficient | GINI | Brazil | 49.86 | index | annual | 2025 | World Bank / OECD / fallback metadata via demo cache | demo | src/lib/demo-data.ts | local demo cache | N/A | N/A | demo | 2026-06-11T17:36:00-04:00 |
| No formula; direct source observation or static metadata. | World Bank SI.POV.GINI is mapped as the preferred no-key live source. Coverage can be sparse by country and year. Demo data is illustrative and should be verified before use. |
| Poverty rate | POVERTY_RATE | Brazil | 49.86 | % of population | annual | 2025 | World Bank / OECD / fallback metadata via demo cache | demo | src/lib/demo-data.ts | local demo cache | N/A | N/A | demo | 2026-06-11T17:36:00-04:00 |
| No formula; direct source observation or static metadata. | World Bank SI.POV.NAHC national poverty headcount ratio is mapped. National poverty lines are not always comparable across countries. Demo data is illustrative and should be verified before use. |
| Top 1% income share | TOP_1_INCOME_SHARE | Brazil | 49.86 | % of income | annual | 2025 | WID.world placeholder / fallback metadata via demo cache | demo | src/lib/demo-data.ts | local demo cache | N/A | N/A | demo | 2026-06-11T17:36:00-04:00 |
| No formula; direct source observation or static metadata. | WID.world is listed as the preferred candidate, but no verified live series ID or API URL is mapped yet. Demo data is illustrative and should be verified before use. |
| Top 10% income share | TOP_10_INCOME_SHARE | Brazil | 49.86 | % of income | annual | 2025 | WID.world placeholder / fallback metadata via demo cache | demo | src/lib/demo-data.ts | local demo cache | N/A | N/A | demo | 2026-06-11T17:36:00-04:00 |
| No formula; direct source observation or static metadata. | WID.world is listed as the preferred candidate, but no verified live series ID or API URL is mapped yet. Demo data is illustrative and should be verified before use. |
| Wealth inequality | WEALTH_INEQUALITY | Brazil | 49.86 | Not explicitly defined in the current codebase. | annual | 2025 | WID.world placeholder / fallback metadata via demo cache | demo | src/lib/demo-data.ts | local demo cache | N/A | N/A | demo | 2026-06-11T17:36:00-04:00 |
| No formula; direct source observation or static metadata. | Preferred source candidate is WID.world, but wealth concept, population universe, and exact series are not explicitly mapped yet. Demo data is illustrative and should be verified before use. |
| Labour share | LABOUR_SHARE | Brazil | 49.86 | % of income | annual | 2025 | OECD / national accounts placeholder via demo cache | demo | src/lib/demo-data.ts | local demo cache | N/A | N/A | demo | 2026-06-11T17:36:00-04:00 |
| No formula; direct source observation or static metadata. | OECD or national-accounts source candidate exists, but exact dataflow and country coverage are not explicitly mapped yet. Demo data is illustrative and should be verified before use. |
| Median income | MEDIAN_INCOME | Brazil | 49.86 | Not explicitly defined in the current codebase. | annual | 2025 | OECD / national sources placeholder via demo cache | demo | src/lib/demo-data.ts | local demo cache | N/A | N/A | demo | 2026-06-11T17:36:00-04:00 |
| No formula; direct source observation or static metadata. | OECD or national-source candidate exists, but equivalisation, currency basis, and exact series are not explicitly mapped yet. Demo data is illustrative and should be verified before use. |
| Real wage growth | REAL_WAGE_GROWTH | Brazil | 49.86 | % y/y | annual | 2025 | OECD / BLS / national sources placeholder via demo cache | demo | src/lib/demo-data.ts | local demo cache | N/A | N/A | demo | 2026-06-11T17:36:00-04:00 |
| No formula; direct source observation or static metadata. | The app has nominal WAGE_GROWTH elsewhere. Real wage growth is not explicitly mapped to a live deflated wage series yet. Demo data is illustrative and should be verified before use. |
| Household debt | HOUSEHOLD_DEBT | Brazil | 50.19 | % of GDP or disposable income | quarterly | 2026-Q1 | BIS / OECD placeholder via demo cache | demo | src/lib/demo-data.ts | local demo cache | N/A | N/A | demo | 2026-06-11T17:36:00-04:00 |
| No formula; direct source observation or static metadata. | BIS/OECD are listed as candidates, but the exact household-sector debt dataflow/key is not explicitly mapped yet. Demo data is illustrative and should be verified before use. |
| Housing affordability | HOUSING_AFFORDABILITY | Brazil | 50.19 | index or ratio | quarterly | 2026-Q1 | OECD / national sources placeholder via demo cache | demo | src/lib/demo-data.ts | local demo cache | N/A | N/A | demo | 2026-06-11T17:36:00-04:00 |
| No formula; direct source observation or static metadata. | Affordability can mean price-to-income, rent burden, or mortgage burden. Exact source concept is not explicitly mapped yet. Demo data is illustrative and should be verified before use. |
| Human Development Index | HDI | Brazil | 49.86 | 0-1 index | annual | 2025 | UNDP HDR placeholder via demo cache | demo | src/lib/demo-data.ts | local demo cache | N/A | N/A | demo | 2026-06-11T17:36:00-04:00 |
| No formula; direct source observation or static metadata. | UNDP Human Development Reports is the preferred source candidate, but the live endpoint or bulk file is not integrated yet. Demo data is illustrative and should be verified before use. |
| Inequality-adjusted HDI | IHDI | Brazil | 49.86 | 0-1 index | annual | 2025 | UNDP HDR placeholder via demo cache | demo | src/lib/demo-data.ts | local demo cache | N/A | N/A | demo | 2026-06-11T17:36:00-04:00 |
| No formula; direct source observation or static metadata. | UNDP Human Development Reports is the preferred source candidate, but the live endpoint or bulk file is not integrated yet. Demo data is illustrative and should be verified before use. |
| Gini coefficient | GINI | Mexico | 50.15 | index | annual | 2025 | World Bank / OECD / fallback metadata via demo cache | demo | src/lib/demo-data.ts | local demo cache | N/A | N/A | demo | 2026-06-11T17:36:00-04:00 |
| No formula; direct source observation or static metadata. | World Bank SI.POV.GINI is mapped as the preferred no-key live source. Coverage can be sparse by country and year. Demo data is illustrative and should be verified before use. |
| Poverty rate | POVERTY_RATE | Mexico | 50.15 | % of population | annual | 2025 | World Bank / OECD / fallback metadata via demo cache | demo | src/lib/demo-data.ts | local demo cache | N/A | N/A | demo | 2026-06-11T17:36:00-04:00 |
| No formula; direct source observation or static metadata. | World Bank SI.POV.NAHC national poverty headcount ratio is mapped. National poverty lines are not always comparable across countries. Demo data is illustrative and should be verified before use. |
| Top 1% income share | TOP_1_INCOME_SHARE | Mexico | 50.15 | % of income | annual | 2025 | WID.world placeholder / fallback metadata via demo cache | demo | src/lib/demo-data.ts | local demo cache | N/A | N/A | demo | 2026-06-11T17:36:00-04:00 |
| No formula; direct source observation or static metadata. | WID.world is listed as the preferred candidate, but no verified live series ID or API URL is mapped yet. Demo data is illustrative and should be verified before use. |
| Top 10% income share | TOP_10_INCOME_SHARE | Mexico | 50.15 | % of income | annual | 2025 | WID.world placeholder / fallback metadata via demo cache | demo | src/lib/demo-data.ts | local demo cache | N/A | N/A | demo | 2026-06-11T17:36:00-04:00 |
| No formula; direct source observation or static metadata. | WID.world is listed as the preferred candidate, but no verified live series ID or API URL is mapped yet. Demo data is illustrative and should be verified before use. |
| Wealth inequality | WEALTH_INEQUALITY | Mexico | 50.15 | Not explicitly defined in the current codebase. | annual | 2025 | WID.world placeholder / fallback metadata via demo cache | demo | src/lib/demo-data.ts | local demo cache | N/A | N/A | demo | 2026-06-11T17:36:00-04:00 |
| No formula; direct source observation or static metadata. | Preferred source candidate is WID.world, but wealth concept, population universe, and exact series are not explicitly mapped yet. Demo data is illustrative and should be verified before use. |
| Labour share | LABOUR_SHARE | Mexico | 50.15 | % of income | annual | 2025 | OECD / national accounts placeholder via demo cache | demo | src/lib/demo-data.ts | local demo cache | N/A | N/A | demo | 2026-06-11T17:36:00-04:00 |
| No formula; direct source observation or static metadata. | OECD or national-accounts source candidate exists, but exact dataflow and country coverage are not explicitly mapped yet. Demo data is illustrative and should be verified before use. |
| Median income | MEDIAN_INCOME | Mexico | 50.15 | Not explicitly defined in the current codebase. | annual | 2025 | OECD / national sources placeholder via demo cache | demo | src/lib/demo-data.ts | local demo cache | N/A | N/A | demo | 2026-06-11T17:36:00-04:00 |
| No formula; direct source observation or static metadata. | OECD or national-source candidate exists, but equivalisation, currency basis, and exact series are not explicitly mapped yet. Demo data is illustrative and should be verified before use. |
| Real wage growth | REAL_WAGE_GROWTH | Mexico | 50.15 | % y/y | annual | 2025 | OECD / BLS / national sources placeholder via demo cache | demo | src/lib/demo-data.ts | local demo cache | N/A | N/A | demo | 2026-06-11T17:36:00-04:00 |
| No formula; direct source observation or static metadata. | The app has nominal WAGE_GROWTH elsewhere. Real wage growth is not explicitly mapped to a live deflated wage series yet. Demo data is illustrative and should be verified before use. |
| Household debt | HOUSEHOLD_DEBT | Mexico | 50.05 | % of GDP or disposable income | quarterly | 2026-Q1 | BIS / OECD placeholder via demo cache | demo | src/lib/demo-data.ts | local demo cache | N/A | N/A | demo | 2026-06-11T17:36:00-04:00 |
| No formula; direct source observation or static metadata. | BIS/OECD are listed as candidates, but the exact household-sector debt dataflow/key is not explicitly mapped yet. Demo data is illustrative and should be verified before use. |
| Housing affordability | HOUSING_AFFORDABILITY | Mexico | 50.05 | index or ratio | quarterly | 2026-Q1 | OECD / national sources placeholder via demo cache | demo | src/lib/demo-data.ts | local demo cache | N/A | N/A | demo | 2026-06-11T17:36:00-04:00 |
| No formula; direct source observation or static metadata. | Affordability can mean price-to-income, rent burden, or mortgage burden. Exact source concept is not explicitly mapped yet. Demo data is illustrative and should be verified before use. |
| Human Development Index | HDI | Mexico | 50.15 | 0-1 index | annual | 2025 | UNDP HDR placeholder via demo cache | demo | src/lib/demo-data.ts | local demo cache | N/A | N/A | demo | 2026-06-11T17:36:00-04:00 |
| No formula; direct source observation or static metadata. | UNDP Human Development Reports is the preferred source candidate, but the live endpoint or bulk file is not integrated yet. Demo data is illustrative and should be verified before use. |
| Inequality-adjusted HDI | IHDI | Mexico | 50.15 | 0-1 index | annual | 2025 | UNDP HDR placeholder via demo cache | demo | src/lib/demo-data.ts | local demo cache | N/A | N/A | demo | 2026-06-11T17:36:00-04:00 |
| No formula; direct source observation or static metadata. | UNDP Human Development Reports is the preferred source candidate, but the live endpoint or bulk file is not integrated yet. Demo data is illustrative and should be verified before use. |