Skip to content

Open data

Data library

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

144 datasets

signals
  • Global CO2 Growth Signals (derived)

    Global CO2 growth signals (growth rate, acceleration, records)

    Monthly global CO2 accumulation signals from NOAA Global Monitoring Laboratory measurements (1974 ->): the de-seasonalized global monthly mean with 3-month momentum, year-on-year change, 30-month change volatility, 3-sigma anomaly flags, naive-drift forecasts, the annual growth rate (ppm/yr and %), growth acceleration, a rolling 10-year trend slope, record-high flags and an acceleration flag. The pace-of-accumulation lens on the carbon cycle — levels always rise, so the growth rate is the signal. Companion to us-carbon-accountability-signals (company emissions) and us-climate-signals (city temperatures). Rows normalized to country_code WLD (World). Raw data: NOAA Global Monitoring Laboratory.

    • co2
    • carbon
    • climate
    • greenhouse-gas
    rows
    570
    Quality
    99
    Updated
    Sep 22, 2026
    Fresh
    License
    Commercial use OK
  • Commodity Market Signals (derived)

    Global commodity market signals (daily volatility, momentum, anomalies, forecasts)

    Daily commodity market signals derived from FRED's energy spot-price series: 30-day annualized volatility, 3-month momentum, 3-sigma anomaly flags, naive-drift 1-month forecasts and a per-day cross-commodity volatility rank for WTI and Brent crude oil, New York Harbor heating oil and Henry Hub natural gas — plus the connector-derived Brent-WTI spread, the classic gauge of US crude supply gluts and transatlantic dislocations. Keyed to WLD (World); raw prices: Federal Reserve Bank of St. Louis (FRED).

    • commodities
    • oil
    • natural-gas
    • energy
    rows
    41,481
    Quality
    100
    Updated
    Sep 24, 2026
    Fresh
    License
    Commercial use OK
  • 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
  • Consumer Pulse Signals (derived)

    US consumer pulse signals (sentiment z-scores, retail/vehicle momentum, anomalies, forecasts)

    Signals derived from FRED's US consumer series: 30-period annualized volatility of monthly changes, 3-month momentum, year-over-year percent change, 3-sigma anomaly flags, naive-drift 1-month forecasts, a per-month cross-series volatility rank, and the University of Michigan sentiment z-score versus its trailing 12-month window. Covers UMCSENT (consumer sentiment index), TOTALSA (total vehicle sales, SAAR) and RSXFS (advance retail sales). 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).

    • consumer-spending
    • consumer-sentiment
    • retail-sales
    • vehicle-sales
    rows
    1,699
    Quality
    98
    Updated
    Sep 22, 2026
    Fresh
    License
    Commercial use OK
  • Producer Price Signals (derived)

    Global producer price & cost-push signals (PPI momentum, PPI-CPI spread, anomalies)

    Monthly ML-enriched producer-price signals for 35 economies, derived from OECD Key Economic Indicators: producer price year-over-year inflation, consumer price year-over-year inflation, and the PPI-minus-CPI spread (the margin-squeeze / cost-push gauge), with 30-month annualized change volatility, 3-month momentum, 3-sigma anomaly flags versus a trailing 12-month baseline, naive-drift 1-month forecasts, and a per-month cross-country volatility rank. Raw indicators: OECD. All rows carry ISO alpha-3 country_code and join cleanly with other macro datasets.

    • producer-prices
    • ppi
    • cost-push
    • inflation
    rows
    36,108
    Quality
    97
    Updated
    Sep 22, 2026
    Fresh
    License
    No commercial use
  • Bank Credit Cycle Signals (derived)

    US bank credit cycle signals (loan growth momentum, delinquency stress regime, anomalies, forecasts)

    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).

    • credit
    • bank-credit
    • loans
    • delinquency
    rows
    4,627
    Quality
    99
    Updated
    Sep 22, 2026
    Fresh
    License
    Commercial use OK
  • Crypto Fear & Greed Signals (derived)

    Crypto Fear & Greed signals (crypto sentiment regimes)

    Daily crypto-sentiment signals from the alternative.me Crypto Fear and Greed Index (2018-02 ->, 0–100): 7-day and 30-day momentum, 30-day change volatility, 3-sigma anomaly flags, naive-drift forecasts, extreme-fear (<=25) and extreme-greed (>=75) regime flags, a 90-day sentiment z-score, and the provider's own classification. The crypto-sentiment companion to fng-signals (CNN stock-market Fear & Greed) — crypto runs its own sentiment cycle, often leading equities. Keyless JSON API; commercial redistribution not explicitly granted (marked unclear). Global market, rows labeled WLD. Raw series: alternative.me (tobieskrambs GmbH).

    • crypto
    • bitcoin
    • sentiment
    • fear-and-greed
    rows
    3,154
    Quality
    92
    Updated
    Sep 24, 2026
    Fresh
    License
    License unclear
  • Crypto Market Signals (derived)

    Global crypto market signals (daily volatility, momentum, anomalies, forecasts, drawdowns)

    Daily crypto market signals derived from CoinGecko's keyless free API for the 10 largest cryptocurrencies by market capitalization: 30-day annualized volatility, 3-month momentum, 3-sigma anomaly flags, naive-drift 1-month forecasts, a per-day cross-crypto volatility rank and the trailing-365-day drawdown gauge. Keyed to WLD (World); raw prices: CoinGecko (keyless free tier).

    • crypto
    • bitcoin
    • ethereum
    • stablecoins
    rows
    3,617
    Quality
    92
    Updated
    Sep 24, 2026
    Fresh
    License
    License unclear
  • Sovereign Debt Signals (derived)

    Global sovereign debt & fiscal health signals (debt trajectories, anomalies, drift forecasts)

    Annual ML-enriched sovereign debt signals for ~190 economies, derived from IMF World Economic Outlook data: government gross debt (% of GDP), 1-year and 5-year debt changes (percentage points), the current account balance (% of GDP) for twin-deficit analysis, 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 indicators: International Monetary Fund (World Economic Outlook); signals computed locally. All rows carry ISO alpha-3 country_code and join cleanly with other macro datasets.

    • sovereign-debt
    • fiscal
    • debt-sustainability
    • current-account
    rows
    29,037
    Quality
    93
    Updated
    Sep 22, 2026
    Fresh
    License
    License unclear
  • Defense Spending Signals (derived)

    Global defense-spending signals

    Annual military-expenditure burden signals from the World Bank World Development Indicators (SIPRI via WDI, 1960 ->, % of GDP, keyless): per-economy 5-year changes, 10-year OLS trend slopes, 3-sigma anomaly flags, linear-extrapolation forecasts, 10-year z-scores, per-year cross-country ranks, and high/low spender and rearmament-surge flags. The defense-burden lens — rearmament waves and drawdowns normalized across economies — not covered elsewhere in the catalog. Country labels normalized to ISO alpha-3. Raw data: World Bank WDI indicator MS.MIL.XPND.GD.ZS.

    • defense
    • military-expenditure
    • sipri
    • world-bank
    rows
    8,608
    Quality
    96
    Updated
    Sep 22, 2026
    Fresh
    License
    No commercial use
  • DeFi TVL Signals (derived)

    DeFi TVL signals (on-chain capital by chain, drawdown gauges)

    Daily DeFi total-value-locked signals from DefiLlama for the top 12 chains by TVL (2017 ->): daily TVL in USD with 63-day and 252-day changes, 30-day change volatility, 3-sigma anomaly flags, 30-day naive-drift forecasts, 5-year TVL z-scores, capital-flight drawdown flags, and per-chain dominance shares. The on-chain-capital lens on crypto — real capital deployed in DeFi, independent of token prices. Companion to crypto-price-signals (prices) and bitcoin-network-health-signals (single-network fundamentals). All rows normalized to country_code WLD. Raw data: DefiLlama (keyless API).

    • defi
    • tvl
    • on-chain
    • blockchain
    rows
    20,005
    Quality
    92
    Updated
    Sep 24, 2026
    Fresh
    License
    License unclear
  • Digital-Adoption Signals (derived)

    Global digital-adoption signals (World Bank connectivity)

    Global digital-adoption signals from World Bank connectivity indicators (keyless API, annual, ~1990 -> 2024, 200+ economies): Internet use (% of population), mobile subscriptions and fixed broadband subscriptions (per 100 people), with 10-year changes, OLS adoption-velocity trends, 3-sigma anomaly flags, 5-year linear-extrapolation forecasts, per-year cross-country ranks, a 5-year catch-up momentum gauge, the digital-divide gap versus the global median, and a connectivity-laggard flag. The first tech/digital-domain value-added set: which countries are catching up and which are falling behind. World Bank API terms permit non-commercial use only — commercial_use flagged 'no' in the UI. All rows normalized to ISO alpha-3 country codes so they join cleanly with every other global dataset. Raw data: World Bank (via ITU).

    • digital
    • internet
    • broadband
    • mobile
    rows
    22,230
    Quality
    96
    Updated
    Sep 22, 2026
    Fresh
    License
    No commercial use

Use your own AI key

Once today's free allowance is used up, AI features can run on your own provider account.

Kept in this browser tab only (cleared when you close it) and sent with each AI request. Our servers use it for that request and never store or log it.