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Data library

Open datasets, fully documented — searchable here, and readable by any LLM.

5 datasets

debt-service
  • Global Credit Cycle Signals (derived)

    Global credit cycle signals (debt-service burden deviation, credit growth, boom flags)

    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
    • debt-service
    • financial-stability
    • early-warning
    rows
    13,301
    Quality
    92
    Updated
    Sep 22, 2026
    Fresh
    License
    No commercial use
  • Debt-Service Stress Signals (derived)

    BIS debt-service stress signals (debt-burden z-scores, stress flags)

    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.

    • debt
    • debt-service
    • financial-stability
    • stress
    rows
    7,182
    Quality
    95
    Updated
    Sep 22, 2026
    Fresh
    License
    No commercial use
  • US Consumer Credit Stress (FRED, keyless)

    US consumer credit stress: card delinquency, APR, prime, debt service

    Quarterly US consumer credit-stress panel, 2005-Q1 onward: credit-card delinquency rate (SA, all commercial banks), credit-card plan APR, bank prime loan rate (quarterly mean of monthly), and the household debt-service ratio (required debt payments as % of disposable income), plus 4-quarter point changes, the card-APR-over-prime spread, and a documented 0-100 credit_stress_score (mean of full-panel min-max normalizations of delinquency, APR and debt-service; higher = more stressed) with s1..s4 stress tiers. Upstream: FRED keyless fredgraph.csv (DRCCLACBS, TERMCBCCALLNS, MPRIME, TDSP; Board of Governors of the Federal Reserve System). Panel start is set by TDSP's keyless coverage (2005-Q1). One row per quarter x USA; in-window nulls fail loudly, never imputed. Who joins this: subscription businesses join churn on year_quarter; online shops join demand on year_quarter + country_code.

    • credit
    • credit-cards
    • delinquency
    • debt-service
    rows
    86
    Quality
    100
    Updated
    Sep 29, 2026
    Fresh
    License
    Commercial use OK
  • Household Balance Signals (derived)

    US household balance signals (savings buffer, debt-service strain, savings/dsr anomalies)

    Monthly/quarterly signals derived from BEA and Federal Reserve household-finances data (redistributed by FRED): 30-period annualized change volatility, ~3-month momentum, year-over-year change in percentage points, 3-sigma anomaly flags vs a trailing 12-month baseline, naive-drift 1-month forecasts, a per-date cross-series volatility rank, and the household savings buffer (saving rate minus debt service ratio — the net cash-buffer gauge). Covers the personal saving rate and the household debt service ratio. 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); underlying data: U.S. Bureau of Economic Analysis and Board of Governors of the Federal Reserve System.

    • households
    • saving-rate
    • debt-service
    • consumer-finance
    rows
    896
    Quality
    98
    Updated
    Sep 22, 2026
    Fresh
    License
    Commercial use OK
  • U.S. Department of the Treasury — Fiscal Data

    Interest expense on U.S. federal debt, monthly

    Monthly interest expense on U.S. federal debt outstanding, by category (public issues vs. government account series), group and type — current-month and fiscal-year-to-date amounts in dollars. History from 2010-05.

    • interest
    • debt
    • fiscal
    • us
    rows
    14,642
    Quality
    100
    Updated
    Sep 22, 2026
    Fresh
    License
    Commercial use OK

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