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

  • Business & Consumer Confidence Signals (derived)

    Global business & consumer confidence signals (sentiment momentum, pessimism streaks, business-consumer gap)

    Monthly economic-sentiment signals derived from the OECD's standardised business and consumer confidence indicators (amplitude adjusted, long-term average = 100; 56 countries and aggregates): 30-month annualized change volatility, 3-month momentum, 3-sigma anomaly flags vs a trailing 12-month baseline, naive-drift 1-month forecasts, a per-month cross-series volatility rank, the business-minus-consumer confidence gap (the demand-mismatch gauge), consecutive-months-below-100 pessimism streaks and 24-month sentiment z-scores. All rows carry canonical country_code so they join cleanly with other macro datasets. Derived keyless from the local raw oecd_cli catalog snapshots; underlying data: OECD (commercial re-use requires prior permission).

    • sentiment
    • consumer-confidence
    • business-confidence
    • surveys
    rows
    52,267
    Quality
    96
    Updated
    Sep 22, 2026
    Fresh
    License
    No commercial use
  • North America small-business sentiment (NFIB + CFIB, keyless)

    North America small-business sentiment panel (monthly)

    Monthly North America small-business sentiment panel, 2021-01 onward: US NFIB Small Business Economic Trends optimism index (SA, 1986=100) + uncertainty index, and Canada CFIB Business Barometer 12-month + 3-month outlook indices (0-100 diffusion), with MoM/YoY point changes, trailing-12m z-scores, reference-line flags (NFIB 52-year avg 98.0 / historical uncertainty avg 68; CFIB diffusion neutral 50), the z-scored US-minus-Canada optimism gap, and expanding/contracting regimes. Sources: NFIB monthly SBET report PDF (history tables, gated against the report's own summary sentences) and the CFIB monthly data workbook xlsx (gated against the landing page's headline numbers) — both keyless. Panel window is the union of the two release schedules; cross-country features are null where a side is missing, never interpolated. One row per month x country. Who joins this: sales teams join pipeline on year_month (+ country_code) to model SMB demand; online shops join B2B orders on year_month + country_code.

    • business-confidence
    • canada
    • macroeconomics
    • ml-features
    rows
    138
    Quality
    97
    Updated
    Sep 29, 2026
    Fresh
    License
    Commercial use OK
  • OECD Composite Leading Indicators

    OECD business confidence indicator

    Monthly OECD standardised business confidence indicator (measure BCICP), amplitude adjusted, long term average = 100, seasonally adjusted, for OECD members, key partners and major aggregates.

    • business-confidence
    • surveys
    • macro
    • oecd
    rows
    27,818
    Quality
    97
    Updated
    Sep 21, 2026
    Fresh
    License
    No commercial use

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