090°Données ouvertes
Jeux de données ouverts, entièrement documentés — interrogeables ici, et lisibles par n’importe quel LLM.
Les titres et les descriptions proviennent des sources de données, en anglais.
10 jeux de données
Bank for International Settlements
BIS debt service ratios — interest payments plus amortisations relative to income, in per cent — for households & NPISHs, non-financial corporations and the private non-financial sector. Bank for International Settlements, BIS Data Portal.
Credit from all sectors to the private non-financial sector at market value, as a percentage of GDP, adjusted for breaks, from 1947. Bank for International Settlements, BIS Data Portal.
Global Credit Cycle Signals (derived)
Value-added credit-cycle signals derived from the free Bank for International Settlements debt-service-ratio and total-credit statistics (private non-financial sector): per-country DSR deviation from its 8-year mean, DSR z-scores, total-credit year-on-year growth, credit-boom flags at a +2pp deviation threshold, 3-sigma anomaly flags, and per-quarter cross-country ranks — the canonical BIS early-warning gauges in one frame. All computation is local pandas/numpy; no paid models or APIs.
Credit-to-GDP Gap Signals (derived)
Quarterly macroprudential signals derived from BIS credit-to-GDP gaps: the deviation of private-sector credit from its long-run trend for ~44 economies — the Basel III countercyclical-buffer guide — alongside the underlying credit-to-GDP ratio. Each series carries quarter-on-quarter and year-on-year changes, 30-quarter annualized change volatility, 1-quarter momentum, 3-sigma anomaly flags vs a trailing 12-quarter baseline, naive-drift 1-quarter forecasts, a per-quarter cross-country volatility rank, plus Basel guide flags (gap > 2pp, gap > 10pp) and 10-year z-scores. Country codes are normalized to ISO alpha-3 so rows join cleanly with other country-keyed datasets. Raw series: Bank for International Settlements (WS_CREDIT_GAP).
Bank Credit Cycle Signals (derived)
Signals derived from FRED's US bank-credit series: 30-period annualized volatility of changes, 3-month momentum, year-over-year level change, 3-sigma anomaly flags, naive-drift 1-month forecasts, a per-date cross-series volatility rank, and a delinquency stress-regime flag (1 when the real-estate delinquency rate exceeds its trailing-5-year 75th percentile) mapped onto every row's quarter. Covers TOTLL (weekly bank credit of all commercial banks), BUSLOANS (monthly commercial & industrial loans), REVOLSL (monthly consumer credit outstanding) and DRALACBN (quarterly delinquency rate on all real-estate loans). All rows are normalized to country_code USA so they join cleanly with US macro data. Raw series: Federal Reserve Bank of St. Louis (FRED).
Debt-Service Stress Signals (derived)
Quarterly financial-stress signals derived from BIS debt service ratios (keyless SDMX, WS_DSR, ~30 economies, 1999 ->): the DSR (interest + amortisation over income, %) for households, non-financial corporations and the private non-financial sector, with quarter-on-quarter and year-on-year changes, 30-quarter change volatility, 3-sigma anomaly flags vs a trailing-12-quarter baseline, drift forecasts, per-quarter cross-country volatility ranks, 10-year DSR z-scores, high-stress and rising-burden flags, and the household-minus-corporate sectoral spread. The debt-burden-stress companion to the credit-cycle gap signals. Country codes normalized to ISO alpha-3. Raw data: Bank for International Settlements.
US Financial-Conditions Stress Intelligence (FRED, keyless)
Weekly US financial-conditions stress panel, 1971-01-08 onward: the Chicago Fed National Financial Conditions Index (NFCI) and its business-cycle-adjusted variant (ANFCI) — weighted averages of 105 financial indicators in money, debt, equity and banking markets, in standard deviations from the historical mean, redistributed keyless via FRED fredgraph.csv. Positive values mean conditions tighter than average. Carries week-over-week changes, a trailing-52-week NFCI z-score, the NFCI-minus-ANFCI business-cycle gap, a stress flag (NFCI > 0) and a severe-stress flag (NFCI > 1.0, ~13% of weeks since 1971). One row per Friday publication week; both series are complete over the whole grid, so any null fails loudly. Who joins this: subscription businesses watch stress_flag for churn-risk regimes; B2B sales teams time outreach away from severe_stress_flag weeks; macro models condition consumer-spending forecasts on the NFCI level.
Global Household-Debt Signals (derived)
Annual household-leverage signals derived from the IMF DataMapper (total household debt, all instruments, % of GDP, 44 economies, 1950 ->): 1-year and 3-year changes, 30-year change volatility, 3-sigma anomaly flags vs a trailing-10-year baseline, naive-drift 1-year forecasts, per-year cross-country volatility ranks, 10-year debt z-scores, 5-year leverage build-up, and high-debt (>60% of GDP), rapid-rise, and deleveraging flags. The global private-leverage companion to the sovereign-debt signals. Country codes normalized to verified ISO alpha-3. Raw data: International Monetary Fund (DataMapper, keyless API).
US Loan-Loss Signals (derived)
Quarterly US bank loan-loss signals from Federal Reserve Board charge-off rates (via FRED): all-real-estate-loan charge-offs (CORALACBS) and credit-card charge-offs (CORCCACBS), 1991 ->, with quarter-on-quarter and year-on-year change, 30-quarter change volatility, 3-sigma anomaly flags, naive-drift forecasts, 5-year loss z-scores, and elevated / severe loss-regime flags. The realized-losses lens on bank credit quality — the realized damage to delinquency's early warning. Companion to us-bank-credit-cycle-signals (volumes, delinquency) and us-sloos-bank-lending-standards-signals (standards). All rows normalized to country_code USA. Raw series: Board of Governors of the Federal Reserve System via FRED.
US Funding-Stress Signals (derived)
Daily US money-market funding-stress signals: TED spread (TEDRATE), the Secured Overnight Financing Rate (SOFR), and the Interest Rate on Reserve Balances (IORB), 2018 ->, with 63-day and 252-day changes, 30-day change volatility, 3-sigma anomaly flags, 21-day naive-drift forecasts, SOFR-above-IORB funding-pressure flags, 5-year spread z-scores, and elevated / severe stress-regime flags. The overnight-funding lens on financial stress — the policy-transmission mechanics behind the composite indices. Companion to us-financial-stress-index-signals (STLFSI4/NFCI composites). All rows normalized to country_code USA. Raw series: Federal Reserve / Federal Reserve Bank of New York via FRED.
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