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

128 datasets

forecasting
  • Household Wealth Signals (derived)

    US household wealth signals (net worth, nominal + real)

    Quarterly US household wealth signals from the Fed Z.1 accounts (via FRED, 1951 ->): households and nonprofit organizations net worth in nominal and real (GDP-deflated) terms, with quarter-on-quarter and year-on-year changes, 30-quarter change volatility, 3-sigma wealth-shock flags, drift forecasts, 10-year wealth z-scores, real wealth-growth gauges and a wealth-drawdown flag. The wealth-effect lens on consumption: the stock companion to the saving/debt-flow signals in us-household-balance-signals. All rows normalized to country_code USA. Raw series: Federal Reserve (Z.1) and BEA via FRED.

    • wealth
    • net-worth
    • households
    • wealth-effect
    rows
    608
    Quality
    97
    Updated
    Sep 22, 2026
    Fresh
    License
    Commercial use OK
  • Weekly Activity Signals (derived)

    US weekly economic activity signals (NY Fed WEI)

    Weekly US real-activity signals from the New York Fed's Weekly Economic Index (Lewis-Mertens-Stock, redistributed by FRED, 2008 ->): the common component of ten high-frequency series, scaled to four-quarter GDP growth, with 13-week momentum, 26-week change volatility, 3-sigma anomaly flags, drift forecasts, a 5-year activity z-score, and downturn / surge / contraction / rebound flags. The high-frequency nowcasting companion to us-national-activity-signals (monthly CFNAI) and us-output-business-cycle-signals (monthly/quarterly production). All rows normalized to country_code USA. Raw series: Federal Reserve Bank of New York via FRED.

    • weekly-economic-index
    • nowcasting
    • business-cycle
    • new-york-fed
    rows
    976
    Quality
    99
    Updated
    Sep 22, 2026
    Fresh
    License
    Commercial use OK
  • Global Growth-Inflation Momentum Signals (derived)

    Global growth-inflation momentum signals (acceleration, misery index, stagflation screen)

    Annual global macro-momentum signals derived from the IMF World Economic Outlook (~196 countries, 1980 -> 2031 including WEO projections as published): real GDP growth, CPI inflation and unemployment rates with 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, a per-year cross-country volatility rank, the growth-acceleration gauge, the misery index (inflation + unemployment) and a stagflation screen (growth < 1% with inflation > 5%). All rows are country-normalized to verified ISO alpha-3 codes (IMF analytic aggregates excluded) so they join cleanly with other country-keyed datasets. Raw data: IMF World Economic Outlook; derived signals by Frontier Data Hub.

    • gdp-growth
    • inflation
    • unemployment
    • misery-index
    rows
    23,425
    Quality
    86
    Updated
    Sep 22, 2026
    Fresh
    License
    License unclear
  • Wikipedia AI Attention Signals (derived)

    Wikipedia AI-attention & hype signals

    Monthly revealed-attention signals from English-Wikipedia pageviews (2015 ->): attention paid to AI-revealing articles (Artificial intelligence, ChatGPT, Large language model, Generative artificial intelligence, Machine learning, Deep learning), with 3-month momentum, 12-month change volatility, 3-sigma anomaly flags, drift forecasts, 5-year attention z-scores, attention-spike flags, and a composite AI-hype index (cross-article mean z-score) with high/extreme hype flags. The technology-hype companion to wiki-economic-attention-signals (economic anxiety topics). All rows normalized to country_code WLD (global internet attention). Raw data: Wikimedia Foundation pageview statistics API.

    • wikipedia
    • pageviews
    • ai
    • attention-economics
    rows
    607
    Quality
    91
    Updated
    Sep 22, 2026
    Fresh
    License
    License unclear
  • Wikipedia Attention Signals (derived)

    Wikipedia economic-attention & fear signals

    Monthly revealed-attention signals from English-Wikipedia pageviews (2015 ->): attention paid to economically revealing articles (Recession, Inflation, Unemployment, Great Recession, Stock market crash, Layoff), with 3-month momentum, 12-month change volatility, 3-sigma anomaly flags, drift forecasts, 5-year attention z-scores, attention-spike flags, and a composite economic-fear index (cross-article mean z-score) with high/extreme fear flags. The revealed-attention companion to us-consumer-sentiment-signals (stated sentiment) and crypto-fear-greed-signals (market-implied fear). All rows normalized to country_code WLD (global internet attention). Raw data: Wikimedia Foundation pageview statistics API.

    • wikipedia
    • pageviews
    • attention-economics
    • fear-index
    rows
    879
    Quality
    91
    Updated
    Sep 22, 2026
    Fresh
    License
    License unclear
  • Housing Price Signals (derived)

    Global housing price signals (real house prices, boom/bust gauges, forecasts)

    Signals derived from the BIS real residential property price series (quarterly, as published on FRED) for 18 economies: 30-quarter annualized volatility of quarterly changes, quarterly momentum, year-over-year percent change (the housing boom/bust gauge), a cycle-position percentile of current growth versus each country's own history, 3-sigma anomaly flags, naive-drift 1-quarter forecasts and a per-quarter cross-country volatility rank. All rows carry canonical country_code so they join cleanly with country-keyed macro data. Raw series: Federal Reserve Bank of St. Louis (FRED), underlying data Bank for International Settlements.

    • housing
    • house-prices
    • real-estate
    • boom-bust
    rows
    3,780
    Quality
    99
    Updated
    Sep 22, 2026
    Fresh
    License
    Commercial use OK
  • Sovereign Yield Signals (derived)

    Global sovereign yield signals (10y bond yields, momentum, spreads, anomalies)

    Signals derived from the OECD's harmonized 10-year government bond yields (monthly, as published on FRED) for 17 economies: 30-month annualized volatility of monthly yield changes, 3-month momentum, 12-month change, 3-sigma anomaly flags vs a trailing 12-month baseline, naive-drift 1-month forecasts, a per-month cross-country volatility rank, and the euro-area periphery spread — each euro member's 10y yield minus Germany's on the same month (the core-vs-periphery gauge). All rows carry canonical country_code so they join cleanly with country-keyed macro data. Raw series: Federal Reserve Bank of St. Louis (FRED), underlying data OECD Main Economic Indicators.

    • bonds
    • yields
    • sovereign-debt
    • interest-rates
    rows
    11,188
    Quality
    98
    Updated
    Sep 22, 2026
    Fresh
    License
    Commercial use OK
  • Youth Labor Signals (derived)

    Global youth unemployment signals (youth disadvantage ratio, gender gap, anomalies)

    Annual ML-enriched youth labor-market signals for ~190 economies, derived from ILOSTAT: youth (15-24) unemployment by sex, the youth-disadvantage ratio (youth rate / adult rate) and the female-minus-male youth gap, with 30-period change volatility, 3-year momentum, 3-sigma anomaly flags versus a trailing 10-year baseline, naive-drift 1-year forecasts, and a per-year cross-country volatility rank. Raw data: International Labour Organization (ILOSTAT, CC BY 4.0). All rows carry ISO alpha-3 country_code and join cleanly with other labor datasets.

    • youth-unemployment
    • labor-market
    • gender-gap
    • ilostat
    rows
    34,660
    Quality
    99
    Updated
    Sep 22, 2026
    Fresh
    License
    Commercial use OK

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