Audit

Data audit

Inspect every audit record with its value, source, date, status, formula, and methodology metadata.

Some values may use demo or fallback data. Verify source status 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.

Quality checks found 14 warnings or errors across 12 displayed records.

Freshness warnings: 0Metadata warnings: 0Demo/fallback warnings: 12

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Audit records (12 of 581)

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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	Gini coefficient is labelled demo; verify before research or investment use.	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	Poverty rate is labelled demo; verify before research or investment use.	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	Top 1% income share is labelled demo; verify before research or investment use.	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	Top 10% income share is labelled demo; verify before research or investment use.	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	Wealth inequality unit is not explicitly defined. Wealth inequality is labelled demo; verify before research or investment use.	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	Labour share is labelled demo; verify before research or investment use.	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	Median income unit is not explicitly defined. Median income is labelled demo; verify before research or investment use.	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	Real wage growth is labelled demo; verify before research or investment use.	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	Household debt is labelled demo; verify before research or investment use.	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	Housing affordability is labelled demo; verify before research or investment use.	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	Human Development Index is labelled demo; verify before research or investment use.	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	Inequality-adjusted HDI is labelled demo; verify before research or investment use.	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.