# Datazimuts

> Datazimuts is an open, documented public-data catalog plus a guided
> "AI/ML consultant in a box": onboarding, data mapping, enrichment,
> opportunity discovery, model training, approval and deployment.
> Available in English (/en) and French (/fr).

## Dataset catalog

- Browse: https://datazimuts.com/en/datasets
- Sitemap: https://datazimuts.com/sitemap.xml

Each dataset page includes schema.org/Dataset JSON-LD plus a Croissant
metadata block, a column schema, sample rows, license, and attribution.

## API

Base: https://datazimuts.com

- GET /v1/datasets?q=&source=&tag=&commercial_use=&page=&per_page= — search the catalog
- GET /v1/datasets/facets — every source, tag and license value with counts
- GET /v1/datasets/stats — catalog totals
- GET /v1/datasets/{id} — documentation: schema, sample rows, license, Croissant
- GET /v1/datasets/{id}/download?format=csv|json — sample rows export
- OpenAPI: https://datazimuts.com/openapi.json · interactive docs: https://datazimuts.com/api/docs

License gating: datasets whose license prohibits commercial use
(commercial_use = "no") stay searchable and documented, but bulk export
returns HTTP 403. Always check `commercial_use` and `license` before reuse.

## Datasets

- [AI research-velocity signals (R&D attention gauges)](https://datazimuts.com/en/datasets/ai_research_velocity_signals/ai_research_velocity_signals): Monthly AI/ML research-velocity signals derived from the OpenAlex keyless API (2010 ->): monthly counts of works tagged 'Artificial intellig
- [Australia macro signals (CPI, 10-year bond yield, RBA-band gauges)](https://datazimuts.com/en/datasets/australia_macro_signals/australia_macro_signals): Monthly Australia macro signals from OECD Main Economic Indicators (via FRED): headline CPI (AUTCPIALLMINMEI, 1958 ->) and the 10-year Commo
- [Central bank policy rates (monthly, 49 economies)](https://datazimuts.com/en/datasets/bis/bis_central_bank_policy_rates): Monthly end-of-period central bank policy (target) rates published by the BIS, from 1945 to the latest month. Bank for International Settlem
- [Debt service ratios (quarterly, 32 economies)](https://datazimuts.com/en/datasets/bis/bis_debt_service_ratios): BIS debt service ratios — interest payments plus amortisations relative to income, in per cent — for households & NPISHs, non-financial corp
- [Long-run consumer price index (monthly, 63 economies)](https://datazimuts.com/en/datasets/bis/bis_long_run_consumer_prices): BIS long series on consumer prices: index of the average change in the price of consumer items (goods and services) purchased by households,
- [Total credit to the private non-financial sector (quarterly, 48 economies)](https://datazimuts.com/en/datasets/bis/bis_total_credit_private_sector): Credit from all sectors to the private non-financial sector at market value, as a percentage of GDP, adjusted for breaks, from 1947. Bank fo
- [Global credit cycle signals (debt-service burden deviation, credit growth, boom flags)](https://datazimuts.com/en/datasets/bis_credit_signals/global_credit_cycle_signals): Value-added credit-cycle signals derived from the free Bank for International Settlements debt-service-ratio and total-credit statistics (pr
- [Credit-to-GDP gap signals (BIS macroprudential credit cycle)](https://datazimuts.com/en/datasets/bis_gap_signals/credit_to_gdp_gap_signals): Quarterly macroprudential signals derived from BIS credit-to-GDP gaps: the deviation of private-sector credit from its long-run trend for ~4
- [Global long-run inflation-regime signals (BIS CPI, 63 economies, 1913-present)](https://datazimuts.com/en/datasets/bis_inflation_signals/global_long_run_inflation_regime_signals): Long-run inflation signals derived from the BIS long-run consumer price index: year-on-year inflation, acceleration gauges, 3-month momentum
- [Global policy divergence signals (central-bank cutting/hiking cycles, real rates, divergence gauge)](https://datazimuts.com/en/datasets/bis_policy_signals/global_policy_divergence_signals): Value-added monetary-policy signals derived from the free Bank for International Settlements central-bank policy-rate and long-run consumer-
- [Global house price signals (BIS real residential property prices)](https://datazimuts.com/en/datasets/bis_property_signals/global_house_price_signals): Quarterly housing-market signals derived from the BIS selected residential property price indices: real (inflation-deflated) house-price ind
- [BIS REER competitiveness signals (currency misalignment gauges)](https://datazimuts.com/en/datasets/bis_reer_signals/bis_reer_competitiveness_signals): Monthly currency-competitiveness signals from the BIS real broad effective exchange rate indices (1994-01 ->, keyless): 3-month momentum, 30
- [BLS Consumer Price Index (CPI-U), seasonally adjusted](https://datazimuts.com/en/datasets/bls/bls_consumer_prices): Monthly U.S. consumer price indexes from the BLS Consumer Price Index for All Urban Consumers (CPI-U): all items, all items less food and en
- [BLS nonfarm payroll employment, hours and earnings](https://datazimuts.com/en/datasets/bls/bls_nonfarm_payroll): Monthly U.S. employment statistics from the BLS Current Employment Statistics (CES) survey: total nonfarm employment and total private emplo
- [BLS Producer Price Index, final demand, seasonally adjusted](https://datazimuts.com/en/datasets/bls/bls_producer_prices): Monthly U.S. producer price indexes from the BLS Producer Price Index (PPI) commodity data, Final Demand system: final demand, final demand 
- [BLS unemployment and labor force indicators](https://datazimuts.com/en/datasets/bls/bls_unemployment): Monthly U.S. labor force statistics from the BLS Current Population Survey (CPS): the unemployment rate (percent), the unemployment level (t
- [Canada sovereign bond-market signals (BoC benchmark yields, daily curve tracker)](https://datazimuts.com/en/datasets/boc_bond_signals/canada_sovereign_bond_market_signals): Daily Canadian government-bond signals derived from the Bank of Canada's benchmark bond yields: 2y/3y/5y/7y/10y/long-term benchmark yields p
- [Canada monetary policy signals (policy stance, curve slope, funding stress)](https://datazimuts.com/en/datasets/boc_signals/canada_monetary_policy_signals): Daily-to-monthly monetary-policy signals derived from Bank of Canada Valet data: 30-period annualized change volatility, 3-month momentum, y
- [Selected benchmark bond yields](https://datazimuts.com/en/datasets/boc_valet/boc_benchmark_bond_yields): The daily yields for a set of benchmark government bonds. These yields serve as reference rates for Canadian dollar-denominated fixed income
- [Monthly BCPI](https://datazimuts.com/en/datasets/boc_valet/boc_commodity_price_index): Monthly Bank of Canada commodity price index.
- [Consumer Price Index](https://datazimuts.com/en/datasets/boc_valet/boc_consumer_price_index): The monthly series group that includes the Consumer Price Index (CPI) and its core inflation measures, such as CPI-trim and CPI-median.
- [Canadian Overnight Repo Rate Average (CORRA)](https://datazimuts.com/en/datasets/boc_valet/boc_corra): Canada's risk-free rate, measuring the cost of overnight general collateral funding in Canadian dollars using Government of Canada treasury 
- [Daily exchange rates](https://datazimuts.com/en/datasets/boc_valet/boc_daily_exchange_rates): The daily average exchange rates for various foreign currencies (either currently or historically published) expressed as one unit of the fo
- [Inflation (year-over-year percentage change)](https://datazimuts.com/en/datasets/boc_valet/boc_inflation_yoy): The year-over-year percentage change in the Consumer Price Index (CPI), as published monthly.
- [Monthly exchange rates](https://datazimuts.com/en/datasets/boc_valet/boc_monthly_exchange_rates): The monthly average exchange rates for various foreign currencies (either currently or historically published) expressed as one unit of the 
- [Policy instrument](https://datazimuts.com/en/datasets/boc_valet/boc_policy_instrument): Tools used by the Bank of Canada to implement monetary policy and manage short‑term interest rates.
- [Bank of England sterling exchange rates](https://datazimuts.com/en/datasets/boe/boe_exchange_rates): Daily sterling exchange rates from the Bank of England's Statistical Interactive Database (IADB): US dollar into sterling spot rate (XUDLUSS
- [Bank of England quoted mortgage rates](https://datazimuts.com/en/datasets/boe/boe_mortgage_rates): Monthly quoted household interest rate from the Bank of England's Statistical Interactive Database (IADB): 2-year fixed rate mortgage at 75%
- [Bank of England policy and market rates](https://datazimuts.com/en/datasets/boe/boe_policy_rates): Daily UK interest rates from the Bank of England's Statistical Interactive Database (IADB): the official Bank Rate (series IUDBEDR) and the 
- [BoE UK gilt yield-curve signals (nominal spot curve)](https://datazimuts.com/en/datasets/boe_curve_signals/boe_uk_yield_curve_signals): Daily UK gilt yield-curve signals from the Bank of England GLC nominal spot curve (1979 -> latest): 0.5y/1y/2y/5y/10y/20y/30y spot rates wit
- [US bond market signals (yield volatility, momentum, anomalies, curve-inversion tracker)](https://datazimuts.com/en/datasets/bond_signals/us_bond_market_signals): Daily bond-market signals derived from FRED's US Treasury and credit-spread series: 30-day annualized yield volatility, 3-month momentum, 3-
- [US household borrowing-cost signals (prime / card / auto rates)](https://datazimuts.com/en/datasets/borrowcost_signals/us_household_borrowing_cost_signals): US household borrowing-cost signals from Federal Reserve Board lending rates (redistributed by FRED): the bank prime loan rate (monthly, 194
- [Brazil macro signals (Selic, BRL, IPCA)](https://datazimuts.com/en/datasets/brazil_signals/brazil_macro_signals): Brazilian macro signals from the Banco Central do Brasil's SGS system (keyless API): the Selic target rate (daily), the USD/BRL exchange rat
- [US 5-year breakeven inflation signals (market-implied expectations)](https://datazimuts.com/en/datasets/breakeven5y_signals/us_5y_breakeven_inflation_signals): Daily US market-implied inflation-expectations signals from the 5-year breakeven inflation rate (FRED, 2003 ->): the bond market's priced-in
- [Bitcoin network-health signals](https://datazimuts.com/en/datasets/btc_network_signals/btc_network_health_signals): Daily Bitcoin on-chain network-health signals from Blockchain.com's keyless charts (full history, 2011 ->): hash rate (TH/s), confirmed tran
- [US business-formation signals (entrepreneurship pipeline gauges)](https://datazimuts.com/en/datasets/business_formation_signals/us_business_formation_signals): Weekly US business-formation signals from Census Bureau Business Formation Statistics (FRED BUSAPPWNSAUS + HBUSAPPWNSAUS, 2006 ->): total an
- [Canada pump-price signals (retail fuel prices by city, StatCan monthly)](https://datazimuts.com/en/datasets/canada_fuel_signals/canada_pump_price_signals): Retail pump-price signals derived from Statistics Canada's monthly average retail gasoline, diesel and household heating fuel prices: cents 
- [Global carbon accountability signals (per-capita, intensity, historical responsibility)](https://datazimuts.com/en/datasets/carbon_accountability_signals/global_carbon_accountability_signals): Value-added carbon-accountability signals from free Our World in Data CO2 data: per-capita emissions, carbon intensity of GDP, global and cu
- [Netherlands: consumer price index (CPI 2025=100)](https://datazimuts.com/en/datasets/cbs/cbs_consumer_price_index): Statistics Netherlands (CBS) consumer price index (base 2025=100): index level and year-on-year percentage change by expenditure category (f
- [Netherlands: quarterly GDP and components (current prices)](https://datazimuts.com/en/datasets/cbs/cbs_gdp_quarterly): Statistics Netherlands (CBS) national accounts: quarterly gross domestic product and its expenditure components (household and government co
- [Netherlands: labour force, unemployment and participation](https://datazimuts.com/en/datasets/cbs/cbs_labour_market): Statistics Netherlands (CBS) quarterly labour-market key figures: labour force, employed and unemployed persons (thousands), unemployment ra
- [Netherlands: population by sex, age and marital status](https://datazimuts.com/en/datasets/cbs/cbs_population): Statistics Netherlands (CBS) population of the Netherlands on 1 January, by sex, single year of age, and marital status (unmarried, married,
- [CDC chronic disease indicators: cardiovascular disease](https://datazimuts.com/en/datasets/cdc_cdi/cdc_cdi_cardiovascular): U.S. state-level cardiovascular disease indicators from the CDC U.S. Chronic Disease Indicators set: coronary heart disease and stroke morta
- [CDC chronic disease indicators: chronic obstructive pulmonary disease](https://datazimuts.com/en/datasets/cdc_cdi/cdc_cdi_copd): U.S. state-level COPD indicators from the CDC U.S. Chronic Disease Indicators set: COPD prevalence among adults, COPD mortality (45+, underl
- [CDC chronic disease indicators: diabetes](https://datazimuts.com/en/datasets/cdc_cdi/cdc_cdi_diabetes): U.S. state-level diabetes indicators from the CDC U.S. Chronic Disease Indicators set: diabetes prevalence among adults, diabetes and diabet
- [CDC chronic disease indicators: mental health](https://datazimuts.com/en/datasets/cdc_cdi/cdc_cdi_mental_health): U.S. state-level mental health indicators from the CDC U.S. Chronic Disease Indicators set: depression among adults, frequent mental distres
- [US state chronic-disease disparity signals (CDC CDI burden & equity tracker)](https://datazimuts.com/en/datasets/cdc_chronic_signals/us_state_chronic_disease_disparity_signals): State-level chronic-disease signals derived from the CDC Chronic Disease Indicators: prevalence, mortality and hospitalization trends for di
- [US national activity signals (CFNAI business-cycle gauges, recession flags)](https://datazimuts.com/en/datasets/cfnai_signals/us_national_activity_signals): Monthly signals derived from the Chicago Fed National Activity Index (redistributed by FRED, 1967-03 ->): 30-month change volatility, 3-mont
- [US-China bilateral trade signals (decoupling tracker)](https://datazimuts.com/en/datasets/china_trade_signals/us_china_trade_signals): US-China bilateral goods-trade signals (Census via FRED, monthly 1985 ->): import/export momentum, 30-period change volatility, 3-sigma shoc
- [Global city climate stress signals (degree days, precipitation, renewable-resource anomalies)](https://datazimuts.com/en/datasets/city_climate_stress_signals/global_city_climate_stress_signals): Value-added monthly climate-stress signals for 54 world cities from free NASA POWER data: cooling/heating degree days (energy demand proxies
- [Building permits, values by activity sector](https://datazimuts.com/en/datasets/ckan_canada/building_permits_sector): Building permits, values by activity sector. Statistics Canada table 34-10-0003-01.
- [Current Border Wait Times](https://datazimuts.com/en/datasets/ckan_canada/cbsa_border_wait_times): Current wait times at Canada–US border crossings reported by the Canada Border Services Agency (CBSA), updated frequently.
- [Consumer Price Index, monthly, not seasonally adjusted](https://datazimuts.com/en/datasets/ckan_canada/cpi_monthly): Consumer Price Index (CPI), monthly, not seasonally adjusted. Statistics Canada table 18-10-0004-01.
- [Monthly average retail prices for food and other selected products](https://datazimuts.com/en/datasets/ckan_canada/food_prices_monthly): Monthly average retail prices for food and other selected products by geography. Statistics Canada table 18-10-0002-01.
- [Foreign exchange rates in Canadian dollars, Bank of Canada, monthly](https://datazimuts.com/en/datasets/ckan_canada/fx_rates_boc_monthly): Monthly foreign exchange rates in Canadian dollars, Bank of Canada. Statistics Canada table 10-10-0009-01.
- [Foreign exchange rates, United States](https://datazimuts.com/en/datasets/ckan_canada/fx_rates_us): Foreign exchange rates for the United States dollar. Statistics Canada table 10-10-0087-01.
- [Monthly average retail prices for gasoline and fuel oil, by geography](https://datazimuts.com/en/datasets/ckan_canada/gasoline_prices_monthly): Monthly average retail prices for gasoline and fuel oil by geography. Statistics Canada table 18-10-0001-01.
- [Labour force survey estimates (LFS), by selected census agglomerations](https://datazimuts.com/en/datasets/ckan_canada/labour_force_survey_ca): Labour force survey estimates by selected census agglomerations. Statistics Canada table 14-10-0163-01.
- [Population counts, for census metropolitan areas, census agglomerations, population centres and rural areas](https://datazimuts.com/en/datasets/ckan_canada/population_cmas): Population counts for census metropolitan areas, census agglomerations, population centres and rural areas. Statistics Canada table 98-10-00
- [Retail trade, trends of seasonally adjusted sales](https://datazimuts.com/en/datasets/ckan_canada/retail_trade_sa): Retail trade, trends of seasonally adjusted sales, Canada by retail trade subsector. Statistics Canada table 20-10-0030-01.
- [NASA climate heat-extreme signals (daily anomaly flags, heatwave streaks, forecasts)](https://datazimuts.com/en/datasets/climate_signals/nasa_climate_heat_signals): Daily heat-extreme signals derived from NASA POWER daily weather for 54 world cities (2020-01-01 to yesterday): 3-sigma heat-anomaly flags a
- [Global CO2 growth signals (growth rate, acceleration, records)](https://datazimuts.com/en/datasets/co2_growth_signals/global_co2_growth_signals): Monthly global CO2 accumulation signals from NOAA Global Monitoring Laboratory measurements (1974 ->): the de-seasonalized global monthly me
- [Global commodity market signals (daily volatility, momentum, anomalies, forecasts)](https://datazimuts.com/en/datasets/commodity_signals/global_commodity_market_signals): Daily commodity market signals derived from FRED's energy spot-price series: 30-day annualized volatility, 3-month momentum, 3-sigma anomaly
- [Global business & consumer confidence signals (sentiment momentum, pessimism streaks, business-consumer gap)](https://datazimuts.com/en/datasets/confidence_signals/global_confidence_signals): Monthly economic-sentiment signals derived from the OECD's standardised business and consumer confidence indicators (amplitude adjusted, lon
- [US consumer pulse signals (sentiment z-scores, retail/vehicle momentum, anomalies, forecasts)](https://datazimuts.com/en/datasets/consumer_signals/us_consumer_pulse_signals): Signals derived from FRED's US consumer series: 30-period annualized volatility of monthly changes, 3-month momentum, year-over-year percent
- [Global producer price & cost-push signals (PPI momentum, PPI-CPI spread, anomalies)](https://datazimuts.com/en/datasets/costpush_signals/global_producer_price_signals): Monthly ML-enriched producer-price signals for 35 economies, derived from OECD Key Economic Indicators: producer price year-over-year inflat
- [US bank credit cycle signals (loan growth momentum, delinquency stress regime, anomalies, forecasts)](https://datazimuts.com/en/datasets/credit_signals/us_bank_credit_cycle_signals): Signals derived from FRED's US bank-credit series: 30-period annualized volatility of changes, 3-month momentum, year-over-year level change
- [Crypto Fear & Greed signals (crypto sentiment regimes)](https://datazimuts.com/en/datasets/crypto_fear_greed_signals/crypto_fear_greed_index_signals): 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 ch
- [Global crypto market signals (daily volatility, momentum, anomalies, forecasts, drawdowns)](https://datazimuts.com/en/datasets/crypto_signals/global_crypto_market_signals): Daily crypto market signals derived from CoinGecko's keyless free API for the 10 largest cryptocurrencies by market capitalization: 30-day a
- [Ireland: international investment position (BPM6)](https://datazimuts.com/en/datasets/cso/cso_international_investment_position): Central Statistics Office (Ireland) quarterly International Investment Position on a BPM6 basis: net position, foreign assets and foreign li
- [Ireland: modified gross national income (GNI*)](https://datazimuts.com/en/datasets/cso/cso_modified_gni): Central Statistics Office (Ireland) annual national-accounts bridge from GDP to Modified Gross National Income (GNI*) — Ireland's headline e
- [Ireland: seasonally adjusted monthly unemployment](https://datazimuts.com/en/datasets/cso/cso_monthly_unemployment): Central Statistics Office (Ireland) monthly unemployment series: seasonally adjusted number of unemployed persons (thousands) and unemployme
- [Ireland: residential property price index](https://datazimuts.com/en/datasets/cso/cso_property_price_index): Central Statistics Office (Ireland) Residential Property Price Index (base January 2005 = 100) plus 1-, 3- and 12-month percentage changes, 
- [Global sovereign debt & fiscal health signals (debt trajectories, anomalies, drift forecasts)](https://datazimuts.com/en/datasets/debt_signals/global_sovereign_debt_signals): Annual ML-enriched sovereign debt signals for ~190 economies, derived from IMF World Economic Outlook data: government gross debt (% of GDP)
- [Global defense-spending signals](https://datazimuts.com/en/datasets/defense_spending_signals/global_defense_spending_signals): Annual military-expenditure burden signals from the World Bank World Development Indicators (SIPRI via WDI, 1960 ->, % of GDP, keyless): per
- [DeFi TVL signals (on-chain capital by chain, drawdown gauges)](https://datazimuts.com/en/datasets/defi_tvl_signals/defi_tvl_signals): 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 change
- [Global digital-adoption signals (World Bank connectivity)](https://datazimuts.com/en/datasets/digital_signals/wb_digital_adoption_signals): Global digital-adoption signals from World Bank connectivity indicators (keyless API, annual, ~1990 -> 2024, 200+ economies): Internet use (
- [Global displacement-pressure signals (UNHCR-derived)](https://datazimuts.com/en/datasets/displacement_pressure_signals/unhcr_displacement_pressure_signals): Yearly forced-displacement pressure signals derived from the UNHCR Refugee Population Statistics Database demographics (2001 ->): per-countr
- [BIS debt-service stress signals (debt-burden z-scores, stress flags)](https://datazimuts.com/en/datasets/dsr_stress_signals/bis_debt_service_stress_signals): Quarterly financial-stress signals derived from BIS debt service ratios (keyless SDMX, WS_DSR, ~30 economies, 1999 ->): the DSR (interest + 
- [Denmark: consumer price index by COICOP division](https://datazimuts.com/en/datasets/dst/dst_consumer_price_index): Statistics Denmark (DST) consumer price index: index level and 12-month percentage change by COICOP division (food, housing, transport, ...)
- [Denmark: gross energy consumption by sector and fuel](https://datazimuts.com/en/datasets/dst/dst_energy_consumption): Statistics Denmark (DST) energy account: gross energy consumption in gigajoules (GJ) by sector (total industries and households, total indus
- [Denmark: labour force status, seasonally adjusted](https://datazimuts.com/en/datasets/dst/dst_labour_force): Statistics Denmark (DST) seasonally adjusted labour force status: employed persons, ILO-unemployed persons and persons outside the labour fo
- [Denmark: national accounts - demand and supply](https://datazimuts.com/en/datasets/dst/dst_national_accounts): Statistics Denmark (DST) annual national accounts (demand and supply): gross domestic product, imports, exports, private and government cons
- [Euro foreign exchange reference rates (daily)](https://datazimuts.com/en/datasets/ecb/ecb_daily_exchange_rates): Daily ECB euro foreign exchange reference rates: the reference exchange rate of the euro against 29 currencies, published each working day. 
- [Euro nominal effective exchange rate](https://datazimuts.com/en/datasets/ecb/ecb_euro_neer): Nominal effective exchange rate of the euro against a narrow group of 12 trading partners (EER-12), published monthly. European Central Bank
- [Euro real effective exchange rate (CPI deflated)](https://datazimuts.com/en/datasets/ecb/ecb_euro_reer): Real effective exchange rate of the euro against a narrow group of 12 trading partners (EER-12), deflated by consumer price indices, publish
- [Euro foreign exchange reference rates (monthly averages)](https://datazimuts.com/en/datasets/ecb/ecb_monthly_exchange_rates): Monthly averages of the ECB euro foreign exchange reference rates against 29 currencies. European Central Bank.
- [Euro effective exchange signals (valuation vs 10-year baseline, momentum, volatility)](https://datazimuts.com/en/datasets/ecb_eurofx_signals/euro_effective_exchange_signals): Value-added euro valuation signals derived from the free European Central Bank effective-exchange-rate statistics: nominal and real (CPI-def
- [Euro-area ECB balance-sheet & liquidity signals (QE/QT regimes)](https://datazimuts.com/en/datasets/ecb_liquidity_signals/euro_area_ecb_liquidity_signals): Weekly euro-area ECB liquidity signals from the ECB's total assets (FRED ECBASSETSW, 1999 ->, millions of euros): 13-week momentum, year-on-
- [Global education-spending signals](https://datazimuts.com/en/datasets/education_spending_signals/global_education_spending_signals): Annual government education-expenditure signals from the World Bank World Development Indicators (UNESCO via WDI, 1970 ->, % of GDP, keyless
- [Emerging-market currency stress signals (depreciation momentum, shock flags)](https://datazimuts.com/en/datasets/emfx_signals/em_currency_stress_signals): Signals derived from FRED's daily emerging-market FX series (local currency per USD) for India, Brazil, South Korea and Thailand: 30-day ann
- [Global energy transition signals (clean-electricity momentum, decarbonization rates, anomalies)](https://datazimuts.com/en/datasets/energy_transition_signals/global_energy_transition_signals): Value-added energy-transition signals derived from the free Our World in Data energy dataset (Energy Institute Statistical Review of World E
- [ENSO climate-oscillation signals (El Nino / La Nina gauges)](https://datazimuts.com/en/datasets/enso_signals/enso_climate_oscillation_signals): Monthly ENSO signals derived from the NOAA Climate Prediction Center (ONI, Nino 3.4 SST anomaly, and Southern Oscillation Index, 1950 ->): 3
- [Economic policy uncertainty signals (US daily + global monthly, z-score regime gauges, US-vs-world divergence)](https://datazimuts.com/en/datasets/epu_signals/economic_policy_uncertainty_signals): Value-added policy-uncertainty signals derived from FRED's mirror of the Baker/Bloom/Davis Economic Policy Uncertainty indices (policyuncert
- [US equity market signals (index momentum, volatility, drawdowns, VIX regime)](https://datazimuts.com/en/datasets/equity_signals/us_equity_market_signals): Daily equity-market signals derived from FRED's US index and volatility series: 30-day annualized log-return volatility, 3-month momentum, t
- [Euro-area sovereign debt signals (quarterly debt trajectories)](https://datazimuts.com/en/datasets/eu_debt_signals/euro_area_sovereign_debt_signals): Quarterly sovereign-debt signals derived from Eurostat government debt data: general-government consolidated gross debt as % of GDP for 32 E
- [Euro-area inflation signals (ECB 2% target streaks, inflation momentum, anomalies, forecasts)](https://datazimuts.com/en/datasets/eu_inflation_signals/euro_area_inflation_signals): Signals derived from Eurostat's monthly all-items HICP annual inflation rates (already year-over-year): 3-month momentum in percentage point
- [Euro-area unemployment signals (rates, divergence, distance from EA average)](https://datazimuts.com/en/datasets/euro_unemp_signals/euro_area_unemployment_signals): Monthly European unemployment signals derived from Eurostat's harmonized unemployment series (35 countries and aggregates, seasonally adjust
- [GDP at market prices (annual)](https://datazimuts.com/en/datasets/eurostat/eurostat_gdp_annual): Annual gross domestic product at market prices, current prices (million euro), for EU member states, EFTA countries, EU candidate countries 
- [Government consolidated gross debt (quarterly)](https://datazimuts.com/en/datasets/eurostat/eurostat_gov_debt_quarterly): Quarterly general government consolidated gross debt as a percentage of GDP, for EU member states, EFTA countries, EU candidates and EU/euro
- [HICP inflation — annual rate of change (monthly)](https://datazimuts.com/en/datasets/eurostat/eurostat_hicp_inflation_monthly): Monthly Harmonised Index of Consumer Prices, annual rate of change, all-items index, for EU member states, EFTA countries, EU candidates and
- [Unemployment rate (monthly, seasonally adjusted)](https://datazimuts.com/en/datasets/eurostat/eurostat_unemployment_monthly): Monthly unemployment rate as a percentage of the labour force, seasonally adjusted, total population, for EU member states, EFTA countries, 
- [Global external-balance signals (current-account imbalance gauges)](https://datazimuts.com/en/datasets/external_balance_signals/global_external_balance_signals): Annual external-balance signals derived from the IMF DataMapper (current account balance, % of GDP, ~190 economies, 1980 ->): 1-year and 3-y
- [US Fed liquidity & balance-sheet signals](https://datazimuts.com/en/datasets/fed_liquidity_signals/us_fed_liquidity_signals): Weekly US Federal Reserve liquidity-plumbing signals (2002 ->): total balance-sheet assets, bank reserve balances, and overnight reverse-rep
- [US financial stress signals (NFCI + STLFSI weekly, regime flags, stress spreads)](https://datazimuts.com/en/datasets/finstress_signals/us_financial_stress_signals): Value-added financial-stress signals derived from FRED's free Federal Reserve financial-conditions indices: the Chicago Fed National Financi
- [US federal fiscal signals (debt/deposit momentum, deficit tracker, anomalies)](https://datazimuts.com/en/datasets/fiscal_signals/us_federal_fiscal_signals): Daily-quiet quarterly fiscal signals derived from FRED's US federal finance series: 30-period annualized change volatility, 3-month momentum
- [Crypto fear & greed index signals (sentiment momentum, extreme-regime flags, contrarian z-scores)](https://datazimuts.com/en/datasets/fng_signals/crypto_fear_greed_signals): Daily market-sentiment signals derived from the alternative.me Crypto Fear & Greed Index (0-100, keyless free API, history from 2018-02-01):
- [CPIAUCSL](https://datazimuts.com/en/datasets/fred/cpi_all_items): 
- [Federal Funds Effective Rate](https://datazimuts.com/en/datasets/fred/federal_funds_rate):  Daily Federal Funds Rate from 1928-1954 (https://fred.stlouisfed.org/categories/33951).

The federal funds rate is the interest rate at whi
- [GDP](https://datazimuts.com/en/datasets/fred/gdp): 
- [New Privately-Owned Housing Units Started: Total Units](https://datazimuts.com/en/datasets/fred/housing_starts): As provided by the Census, start occurs when excavation begins for the footings or foundation of a building. All housing units in a multifam
- [M2](https://datazimuts.com/en/datasets/fred/money_supply_m2): announcements (https://www.federalreserve.gov/feeds/h6.html) and Technical Q&As (https://www.federalreserve.gov/releases/h6/h6_technical_qa.
- [All Employees, Total Nonfarm](https://datazimuts.com/en/datasets/fred/payroll_employment): All Employees: Total Nonfarm, commonly known as Total Nonfarm Payroll, is a measure of the number of U.S. workers in the economy that exclud
- [Market Yield on U.S. Treasury Securities at 10-Year Constant Maturity, Quoted on an Investment Basis](https://datazimuts.com/en/datasets/fred/treasury_10y): H.15 Statistical Release (https://www.federalreserve.gov/releases/h15/current/h15.pdf) notes and Treasury Yield Curve Methodology (https://w
- [10-Year Treasury Constant Maturity Minus 2-Year Treasury Constant Maturity](https://datazimuts.com/en/datasets/fred/treasury_spread_10y2y): Starting with the update on June 21, 2019, the Treasury bond data used in calculating interest rate spreads is obtained directly from the U.
- [UNRATE](https://datazimuts.com/en/datasets/fred/unemployment_rate): 
- [U.S. Dollars to Euro Spot Exchange Rate](https://datazimuts.com/en/datasets/fred/usd_eur_exchange): data source (https://www.federalreserve.gov/apps/ContactUs/feedback.aspx?refurl=/releases/h10/%). For questions on FRED functionality, pleas
- [US mortgage-rate signals (affordability shock & spread gauges)](https://datazimuts.com/en/datasets/fred_mortgage_signals/us_mortgage_rate_signals): Weekly US mortgage-rate signals from the Freddie Mac Primary Mortgage Market Survey (redistributed by FRED, 1971 ->): 30-year and 15-year fi
- [US freight-activity signals (goods-demand slowdown/surge gauges)](https://datazimuts.com/en/datasets/freight_activity_signals/us_freight_activity_signals): Monthly goods-demand signals derived from FRED US transport data (Cass shipments, freight transportation services index, rail carloads): mon
- [ECB FX market signals (daily volatility, momentum, anomalies, forecasts)](https://datazimuts.com/en/datasets/fx_signals/ecb_fx_market_signals): Daily FX market signals derived from the ECB's euro foreign exchange reference rates: 30-day annualized volatility, 3-month momentum, 3-sigm
- [Sterling valuation signals (GBP spot rates, daily momentum, valuation gauges)](https://datazimuts.com/en/datasets/gbp_fx_signals/sterling_valuation_signals): Daily sterling valuation signals derived from the Bank of England's Statistical Interactive Database: GBP/USD and GBP/EUR spot rates plus th
- [US GDP and output-gap signals (growth, slack, investment/consumption shares)](https://datazimuts.com/en/datasets/gdp_signals/us_gdp_output_gap_signals): Quarterly US national-accounts signals derived from FRED: real GDP growth (QoQ annualized and YoY), the CBO output gap (actual vs potential 
- [Global gender labor gap signals (female-male gaps, convergence flags)](https://datazimuts.com/en/datasets/gender_labor_gap_signals/global_gender_labor_gap_signals): Value-added gender labour-market signals from free ILOSTAT modelled estimates: female-minus-male unemployment, participation and employment 
- [Global CPI inflation signals (harmonized inflation, momentum, anomalies, forecasts)](https://datazimuts.com/en/datasets/global_cpi_signals/global_cpi_inflation_signals): Signals derived from the OECD's harmonized total-CPI series (monthly, as published on FRED) for 9 economies: 30-month annualized volatility 
- [Global government-debt signals (sovereign debt-stress gauges)](https://datazimuts.com/en/datasets/global_debt_signals/global_government_debt_signals): Annual sovereign-debt signals derived from the IMF DataMapper (general government gross debt, % of GDP, ~190 economies, 1980 ->): 1-year and
- [Global health-expenditure signals (spending, investment gaps)](https://datazimuts.com/en/datasets/global_health_expenditure_signals/global_health_expenditure_signals): Yearly global health-expenditure signals from the World Bank WDI (current health expenditure % of GDP, ~190 economies, 2000 ->): 5-year and 
- [Global household-debt signals (private leverage gauges)](https://datazimuts.com/en/datasets/global_household_debt_signals/global_household_debt_signals): Annual household-leverage signals derived from the IMF DataMapper (total household debt, all instruments, % of GDP, 44 economies, 1950 ->): 
- [Global surface-temperature signals (GISTEMP warming gauges)](https://datazimuts.com/en/datasets/global_temp_signals/global_surface_temperature_signals): Monthly global surface-temperature signals from NASA GISTEMP (global, Northern Hemisphere, Southern Hemisphere land-ocean indices, 1880 ->, 
- [Global harmonized-unemployment signals (OECD, 20 economies)](https://datazimuts.com/en/datasets/global_unemp_signals/global_harmonized_unemployment_signals): Monthly harmonized-unemployment signals for 20 major economies from the OECD's Infra-Annual Labor Statistics (ILO-harmonized definition, age
- [Geopolitical-risk signals (Caldara-Iacoviello GPR)](https://datazimuts.com/en/datasets/gpr_signals/gpr_geopolitical_risk_signals): Monthly geopolitical-risk signals from the Caldara-Iacoviello GPR data export (1985 -> latest): the benchmark GPR index plus the threats and
- [Global health burden signals (obesity trends, PM2.5 exposure, anomalies)](https://datazimuts.com/en/datasets/health_signals/global_health_burden_signals): Annual ML-enriched population-health signals for ~190 territories, derived from WHO Global Health Observatory data: adult obesity prevalence
- [US household balance signals (savings buffer, debt-service strain, savings/dsr anomalies)](https://datazimuts.com/en/datasets/household_balance_signals/us_household_balance_signals): Monthly/quarterly signals derived from BEA and Federal Reserve household-finances data (redistributed by FRED): 30-period annualized change 
- [US housing market signals (Case-Shiller YoY momentum, starts/permits, anomalies, forecasts)](https://datazimuts.com/en/datasets/housing_signals/us_housing_market_signals): Signals derived from FRED's US housing series: 30-period annualized volatility of changes, 3-month momentum, year-over-year percent change (
- [US housing-vacancy signals (market tightness)](https://datazimuts.com/en/datasets/housing_vacancy_signals/us_housing_vacancy_signals): Quarterly US housing-vacancy signals from the Census Bureau (FRED RRVRUSQ156N rental vacancy and RHVRUSQ156N homeowner vacancy, 1956-Q1 ->):
- [Global ILO unemployment signals (labor-market breadth)](https://datazimuts.com/en/datasets/ilo_unemployment_signals/global_ilo_unemployment_signals): Global unemployment signals from the ILO modeled estimates via World Bank WDI (~200 economies, annual 1991 ->): 10-year change, OLS trend sl
- [ILO modelled estimates: employment-to-population ratio by sex (annual)](https://datazimuts.com/en/datasets/ilostat/ilo_employment_to_population): Employment-to-population ratio for ages 15 and over by sex, annual, for ~190 countries. ILO modelled estimates (ILOEST), vintage Nov. 2025 —
- [ILO modelled estimates: labour force participation rate by sex (annual)](https://datazimuts.com/en/datasets/ilostat/ilo_labour_force_participation): Labour force participation rate for ages 15 and over by sex, annual, for ~190 countries. ILO modelled estimates (ILOEST), vintage Nov. 2025 
- [ILO modelled estimates: unemployment rate by sex (annual)](https://datazimuts.com/en/datasets/ilostat/ilo_unemployment_rate_by_sex): Unemployment rate by sex for ages 15 and over, annual, for ~190 countries. ILO modelled estimates (ILOEST), vintage Nov. 2025 — dataflow DF_
- [ILO modelled estimates: youth unemployment rate by sex (annual)](https://datazimuts.com/en/datasets/ilostat/ilo_youth_unemployment_rate): Unemployment rate for ages 15-24 by sex, annual, for ~190 countries. ILO modelled estimates (ILOEST), vintage Nov. 2025 — dataflow DF_UNE_2E
- [Current account balance, percent of GDP](https://datazimuts.com/en/datasets/imf/imf_current_account_balance): The current account is the record of all transactions in the balance of payments covering the exports and imports of goods and services, pay
- [GDP per capita, current prices
](https://datazimuts.com/en/datasets/imf/imf_gdp_per_capita): Gross domestic product is the most commonly used single measure of a country's overall economic activity. It represents the total value at c
- [General government gross debt](https://datazimuts.com/en/datasets/imf/imf_government_debt): Gross debt consists of all liabilities that require payment or payments of interest and/or principal by the debtor to the creditor at a date
- [Inflation rate, average consumer prices](https://datazimuts.com/en/datasets/imf/imf_inflation_cpi): The average consumer price index (CPI) is a measure of a country's average level of prices based on the cost of a typical basket of consumer
- [Real GDP growth](https://datazimuts.com/en/datasets/imf/imf_real_gdp_growth): Gross domestic product is the most commonly used single measure of a country's overall economic activity. It represents the total value at c
- [Unemployment rate](https://datazimuts.com/en/datasets/imf/imf_unemployment_rate): The number of unemployed persons as a percentage of the total labor force.
- [Global commodity price index signals (IMF PCPS: energy/metals/food momentum, dislocation spreads, anomalies)](https://datazimuts.com/en/datasets/imf_commodity_signals/global_commodity_price_index_signals): Monthly/quarterly signals derived from the IMF Primary Commodity Price System indices (redistributed by FRED): 30-period annualized change v
- [IMF fiscal-balance signals (government net lending/borrowing)](https://datazimuts.com/en/datasets/imf_fiscal_balance_signals/imf_fiscal_balance_signals): Annual fiscal-balance signals from the IMF DataMapper (1980 -> latest WEO vintage, projections kept as published): general government net le
- [IMF global real-GDP-growth signals (growth cycle)](https://datazimuts.com/en/datasets/imf_growth_signals/imf_global_real_gdp_growth_signals): Annual global real-GDP-growth signals from the IMF DataMapper (NGDP_RPCH, ~190 economies, 1980 -> latest WEO vintage, projections kept as pu
- [US inflation expectations signals (Michigan 1y, anchoring gauges, anomalies)](https://datazimuts.com/en/datasets/inflation_expect_signals/us_inflation_expectations_signals): Value-added inflation-expectations signals derived from FRED's free University of Michigan Surveys of Consumers 1-year-ahead inflation expec
- [US inflation signals (CPI/PCE YoY momentum, core gaps, anomalies, forecasts)](https://datazimuts.com/en/datasets/inflation_signals/us_inflation_signals): Signals derived from FRED's US inflation series: 30-period annualized volatility of monthly changes, 3-month momentum, year-over-year percen
- [Japan macro signals (CPI, 10-year JGB yield, deflation gauges)](https://datazimuts.com/en/datasets/japan_macro_signals/japan_macro_signals): Monthly Japan macro signals from OECD Main Economic Indicators (via FRED): headline CPI (JPNCPIALLMINMEI, 1955 ->) and the 10-year JGB yield
- [US JOLTS labor market signals (openings, quits, layoffs churn gauge, anomalies)](https://datazimuts.com/en/datasets/jolts_signals/us_jolts_labor_signals): Monthly labor-market signals derived from FRED's Job Openings and Labor Turnover Survey (JOLTS): 30-month annualized change volatility, 3-mo
- [US labor-demand signals (JOLTS openings, hires, quits)](https://datazimuts.com/en/datasets/labor_demand_signals/us_labor_demand_signals): Monthly US labor-demand signals from BLS JOLTS data (via FRED, 2000 ->): job openings, the hires rate and the quits rate, with 3-month momen
- [US labor market signals (Sahm-rule recession indicator, claims anomalies, momentum, forecasts)](https://datazimuts.com/en/datasets/labor_signals/us_labor_market_signals): Daily-row labor-market signals derived from FRED's US labor series: the Sahm-rule recession indicator on the unemployment rate (trigger flag
- [US labor-market slack signals (duration & underemployment)](https://datazimuts.com/en/datasets/labor_slack_signals/us_labor_market_slack_signals): Monthly US labor-market slack signals from BLS duration and underemployment series (FRED UEMPMEAN 1948 ->, U6RATE 1994 ->): 3-month momentum
- [Global living-standards signals (GDP per capita PPP, ranks, catch-up)](https://datazimuts.com/en/datasets/living_standards_signals/global_living_standards_signals): Yearly global living-standards signals from IMF DataMapper GDP per capita at purchasing power parity (PPPPC, ~190 economies, 1980 ->, WEO pr
- [US loan-loss signals (charge-off rates, stress regimes)](https://datazimuts.com/en/datasets/loan_loss_signals/us_loan_loss_signals): Quarterly US bank loan-loss signals from Federal Reserve Board charge-off rates (via FRED): all-real-estate-loan charge-offs (CORALACBS) and
- [Global longevity convergence signals (frontier gaps, catch-up velocity)](https://datazimuts.com/en/datasets/longevity_convergence_signals/global_longevity_convergence_signals): Value-added longevity signals from the free WHO Global Health Observatory: life-expectancy frontier gaps and catch-up velocity, healthy-life
- [US monetary policy signals (money-supply growth, policy-rate momentum, QE/QT tracker)](https://datazimuts.com/en/datasets/monetary_signals/us_monetary_policy_signals): Daily-to-monthly monetary signals derived from FRED's US money and policy series: 30-period annualized change volatility, 3-month momentum, 
- [US money-velocity signals (M1V, M2V circulation gauges)](https://datazimuts.com/en/datasets/money_velocity_signals/us_money_velocity_signals): Quarterly US money-velocity signals from FRED (1959 ->): the velocity of M1 and M2 money stocks (nominal GDP / money), with quarter-on-quart
- [NASA POWER daily weather & solar/wind energy — 54 world cities](https://datazimuts.com/en/datasets/nasa_power/nasa_power_daily_weather_energy): Daily solar and meteorological parameters for 54 world cities from NASA's POWER API (sources: SYN1deg, MERRA-2), 2020-01-01 to yesterday: ai
- [NASA POWER monthly climate — 54 world cities (1981–present)](https://datazimuts.com/en/datasets/nasa_power/nasa_power_monthly_climate): Monthly mean solar and meteorological parameters for 54 world cities from NASA's POWER API (sources: SYN1deg, MERRA-2), January 1981 to the 
- [Norway category-inflation heat signals (SSB CPI by COICOP group, monthly heat-map)](https://datazimuts.com/en/datasets/norway_price_heat_signals/norway_category_inflation_heat_signals): Category-level Norwegian inflation signals derived from Statistics Norway's CPI by goods/services group: 12-month inflation rates for twelve
- [OECD Economic Outlook: consumer price index](https://datazimuts.com/en/datasets/oecd/consumer_price_index_annual): Consumer price index (OECD measure CPI: "Consumer price index"), for OECD members, G20 non-members and major aggregates. Includes the Outloo
- [OECD Economic Outlook: current account balance](https://datazimuts.com/en/datasets/oecd/current_account_gdp_annual): Current account balance as a percentage of GDP (OECD measure CBGDPR: "Current account balance as a percentage of GDP"), for OECD members, G2
- [OECD Economic Outlook: real GDP growth](https://datazimuts.com/en/datasets/oecd/gdp_growth_annual): Annual growth of gross domestic product in volume terms (OECD measure GDPV_ANNPCT: "Gross domestic product, volume, growth"), for OECD membe
- [OECD Economic Outlook: unemployment rate](https://datazimuts.com/en/datasets/oecd/unemployment_rate_annual): Unemployment as a percentage of the labour force (OECD measure UNR: "Unemployment rate"), for OECD members, G20 non-members and major aggreg
- [OECD business confidence indicator](https://datazimuts.com/en/datasets/oecd_cli/business_confidence_indicator_monthly): Monthly OECD standardised business confidence indicator (measure BCICP), amplitude adjusted, long term average = 100, seasonally adjusted, f
- [OECD composite leading indicator (amplitude adjusted)](https://datazimuts.com/en/datasets/oecd_cli/composite_leading_indicator_amplitude_adjusted): Monthly OECD Composite Leading Indicator (measure LI: "Composite leading indicator (CLI)"), amplitude adjusted, long term average = 100. Des
- [OECD composite leading indicator (normalised)](https://datazimuts.com/en/datasets/oecd_cli/composite_leading_indicator_normalised): Monthly OECD Composite Leading Indicator (measure LI: "Composite leading indicator (CLI)"), normalised, long term average = 100. Designed to
- [OECD consumer confidence indicator](https://datazimuts.com/en/datasets/oecd_cli/consumer_confidence_indicator_monthly): Monthly OECD standardised consumer confidence indicator (measure CCICP), amplitude adjusted, long term average = 100, seasonally adjusted, f
- [OECD business-cycle signals (CLI turning points, trend gaps, expansion/contraction phases)](https://datazimuts.com/en/datasets/oecd_cycle_signals/oecd_business_cycle_signals): Signals derived from the OECD Composite Leading Indicator (amplitude adjusted, monthly): CLI distance from long-term trend (cli_gap vs 100),
- [OECD Key Economic Indicators: consumer prices](https://datazimuts.com/en/datasets/oecd_kei/consumer_price_index_monthly): Monthly consumer price index (OECD KEI measure CP: "Consumer prices"), base year 2015=100 (BASE_PER=2015 in the source response), for OECD m
- [OECD Key Economic Indicators: long-term interest rates](https://datazimuts.com/en/datasets/oecd_kei/long_term_interest_rate_monthly): Monthly long-term interest rate (OECD KEI measure IRLT: "Long-term interest rates"; typically the 10-year government bond yield), in percent
- [OECD Key Economic Indicators: producer prices](https://datazimuts.com/en/datasets/oecd_kei/producer_price_index_monthly): Monthly producer price index (OECD KEI measure PP: "Producer prices"), base year 2015=100 (BASE_PER=2015 in the source response), for OECD m
- [OECD Key Economic Indicators: unemployment rate](https://datazimuts.com/en/datasets/oecd_kei/unemployment_rate_monthly): Monthly unemployment rate (OECD KEI measure UNEMP: "Unemployment"), as a percentage of the labour force, calendar and seasonally adjusted, f
- [UK CPIH inflation by COICOP category (monthly)](https://datazimuts.com/en/datasets/ons/ons_cpih_by_category): Consumer Prices Index including owner occupiers' housing costs (CPIH) by 12 COICOP divisions (food, housing, transport, ...) for the United 
- [UK CPIH inflation: overall index (monthly)](https://datazimuts.com/en/datasets/ons/ons_cpih_overall_index): Consumer Prices Index including owner occupiers' housing costs (CPIH) — Overall Index for the United Kingdom, monthly. Office for National S
- [UK monthly GDP estimate (total, seasonally adjusted)](https://datazimuts.com/en/datasets/ons/ons_gdp_monthly): GDP monthly estimate for the United Kingdom, all industries (A-T), seasonally adjusted index. Office for National Statistics.
- [Great Britain retail sales: chained volume index (monthly)](https://datazimuts.com/en/datasets/ons/ons_retail_sales): Retail sales index for Great Britain — chained volume of retail sales, all retailing including automotive fuel, seasonally adjusted, monthly
- [US output & business-cycle signals (industrial production momentum, capacity utilization, recession streaks, anomalies, forecasts)](https://datazimuts.com/en/datasets/output_signals/us_output_business_cycle_signals): Signals derived from FRED's US output and business-cycle series: 30-period annualized volatility of monthly changes, 3-month momentum, year-
- [CO₂ and greenhouse gas emissions](https://datazimuts.com/en/datasets/owid/co2_emissions): Annual CO₂ and greenhouse gas emissions by country, from the Global Carbon Project via Our World in Data. Includes fossil CO₂, land-use chan
- [Energy consumption by source](https://datazimuts.com/en/datasets/owid/energy_consumption): Annual energy data by country from the Energy Institute Statistical Review of World Energy via Our World in Data: total consumption, fossil 
- [Global poverty & inequality signals (Gini and poverty headcount trajectories, anomaly flags)](https://datazimuts.com/en/datasets/poverty_inequality_signals/global_poverty_inequality_signals): Country-level signals derived from World Bank poverty and inequality indicators (Gini index, poverty headcount at $3.00 and $4.20 a day, 202
- [US productivity-pay gap signals (decoupling gauge, compensation vs output per hour)](https://datazimuts.com/en/datasets/productivity_pay_signals/us_productivity_pay_gap_signals): Quarterly signals derived from BLS productivity and costs data (redistributed by FRED, 1947 ->): 30-quarter annualized change volatility, 1-
- [US corporate profit signals (profit momentum, economy-wide margin, profitability regime, anomalies)](https://datazimuts.com/en/datasets/profit_signals/us_corporate_profit_signals): Quarterly signals derived from BEA corporate-profits data (redistributed by FRED): 30-quarter annualized change volatility, 1-quarter moment
- [Global R&D expenditure signals (innovation intensity)](https://datazimuts.com/en/datasets/rd_signals/global_rd_expenditure_signals): Annual global R&D-intensity signals from the World Bank World Development Indicators (GB.XPD.RSDV.GD.ZS, ~193 economies, 1996 -> 2024): 5-ye
- [US real yield & breakeven inflation signals (real curve slope, breakeven term spread, anomalies)](https://datazimuts.com/en/datasets/realyield_signals/us_real_yield_breakeven_signals): Daily/monthly signals derived from FRED's US real-yield and inflation-expectations series: 30-period annualized change volatility, ~3-month 
- [US recession-probability signals (NY Fed smoothed probabilities)](https://datazimuts.com/en/datasets/recession_prob_signals/us_recession_probability_signals): Monthly US recession-probability signals from the New York Fed's Smoothed U.S. Recession Probabilities (Chauvet-Piger dynamic-factor Markov-
- [Global remittance signals (migration money flows)](https://datazimuts.com/en/datasets/remittance_signals/global_remittance_signals): Global remittance signals from World Bank WDI (~200 economies, annual ~1970 ->): remittances received and paid, 10-year changes, OLS trend s
- [Global reserve-adequacy signals (FX buffer gauges)](https://datazimuts.com/en/datasets/reserve_adequacy_signals/global_reserve_adequacy_signals): Annual reserve-adequacy signals derived from the IMF DataMapper (74 economies, 1980 ->): the Fund's official adequacy metrics — reserves/ARA
- [US retail-sales signals](https://datazimuts.com/en/datasets/retail_sales_signals/us_retail_sales_signals): Monthly US retail-sales signals from Census advance retail data (FRED RSXFS nominal retail trade + RRSFS real retail & food services, 1992-0
- [US Sahm-rule labor-recession signals](https://datazimuts.com/en/datasets/sahm_labor_signals/us_sahm_labor_recession_signals): Monthly US Sahm-rule recession signals from the BLS unemployment rate (FRED UNRATE, 1948 ->): the 3-month average unemployment rate minus it
- [SDG goal progress signals (2030-target progress velocity, on-track flags)](https://datazimuts.com/en/datasets/sdg_progress_signals/sdg_goal_progress_signals): Value-added UN Sustainable Development Goal progress signals: 10-year progress rates, cross-country improvement z-scores, naive drift projec
- [US shelter inflation signals (rent/OER momentum, affordability wedge, anomalies)](https://datazimuts.com/en/datasets/shelter_inflation_signals/us_shelter_inflation_signals): Monthly signals derived from BLS shelter CPI series (redistributed by FRED): 30-month annualized change volatility, 3-month momentum, year-o
- [US bank lending standards signals (SLOOS tightening, credit conditions)](https://datazimuts.com/en/datasets/sloos_signals/us_bank_lending_standards_signals): Quarterly US credit-conditions signals derived from FRED's Senior Loan Officer Opinion Survey (SLOOS): net percentages of banks tightening l
- [Swiss bond spot interest rates by borrower and maturity, daily](https://datazimuts.com/en/datasets/snb/snb_bond_yields): Daily spot interest rates on Swiss franc bond issues from the SNB data portal cube 'rendeiduebd': borrower categories (Swiss Confederation b
- [Swiss franc exchange rates, monthly](https://datazimuts.com/en/datasets/snb/snb_fx_rates): Swiss franc foreign exchange rates from the SNB data portal cube 'devkum': monthly averages and end-of-month values, quoted at 11 am in CHF 
- [Swiss monetary aggregates M1–M3, monthly](https://datazimuts.com/en/datasets/snb/snb_monetary_aggregates): Swiss monetary aggregates and components from the SNB data portal cube 'snbmonagg', monthly levels in CHF millions from 1984: currency in ci
- [SNB policy rate, SARON and sight-deposit rates, daily](https://datazimuts.com/en/datasets/snb/snb_policy_rate): Daily Swiss money-market policy series from the SNB data portal cube 'snbgwdzid': SNB policy rate, SARON fixing at the close of the trading 
- [Consumer price index (all items), monthly](https://datazimuts.com/en/datasets/ssb/consumer_price_index): Statistics Norway's consumer price index, all-item index (2025=100), monthly from March 1920. Norway's headline inflation measure. Source: S
- [Consumer price index by derived series and goods/services group, monthly](https://datazimuts.com/en/datasets/ssb/cpi_by_goods_services): CPI, CPI-AT (adjusted for tax changes) and CPI-ATE (adjusted for tax changes, excluding energy) by 14 goods and services main groups: index 
- [Labour force survey: employment, unemployment and participation, monthly](https://datazimuts.com/en/datasets/ssb/labour_force_survey): Norway's Labour Force Survey (AKU): unemployment rate (LFS), unemployment (thousands), employment (thousands) and labour force participation
- [Population by single year of age and sex, annual](https://datazimuts.com/en/datasets/ssb/population_by_age_sex): Resident population of Norway by single year of age (0-105) and sex, whole country, annual from 1986. Source: StatBank table 07459.
- [Norway macro momentum signals (labour-market and CPI momentum, anomaly flags)](https://datazimuts.com/en/datasets/ssb_norway_signals/norway_macro_momentum_signals): Value-added Norwegian macro signals derived from the free Statistics Norway StatBank labour-force survey and consumer price index (CC-BY-4.0
- [Consumer Price Index, monthly, not seasonally adjusted](https://datazimuts.com/en/datasets/statcan/statcan_consumer_price_index): Statistics Canada Consumer Price Index (table 18-10-0004-01): all-items index for Canada, the 10 provinces and the three territorial capital
- [Gross domestic product (GDP) at basic prices, by industry, monthly](https://datazimuts.com/en/datasets/statcan/statcan_gdp_by_industry): Statistics Canada monthly GDP at basic prices by industry (table 36-10-0434-01): all industries plus 16 key sectors (goods- and services-pro
- [Labour force characteristics, monthly, seasonally adjusted](https://datazimuts.com/en/datasets/statcan/statcan_labour_force): Statistics Canada Labour Force Survey headline rates (table 14-10-0287-01): unemployment rate, labour force participation rate and employmen
- [Population estimates, quarterly](https://datazimuts.com/en/datasets/statcan/statcan_population_estimates): Statistics Canada quarterly population estimates (table 17-10-0009-01): total population for Canada, the 10 provinces and the 3 territories.
- [Canada sectoral momentum signals (industry growth breadth, momentum ranks, anomalies)](https://datazimuts.com/en/datasets/statcan_canada_signals/canada_sectoral_momentum_signals): Value-added Canadian macro signals derived from the free Statistics Canada GDP-by-industry data (Open Licence): per-industry 3-month annuali
- [US state coincident-activity signals (Philadelphia Fed index momentum, state-vs-nation divergence, anomalies)](https://datazimuts.com/en/datasets/state_cycle_signals/us_state_coincident_activity_signals): Monthly signals derived from the Philadelphia Fed's Coincident Economic Activity Indexes (redistributed by FRED): 30-month annualized change
- [US state GDP signals (BEA all-industry output by state)](https://datazimuts.com/en/datasets/state_gdp_signals/us_state_gdp_signals): Annual US state GDP signals from FRED/BEA (1997 -> latest): all-industry total GDP for the 50 states + DC with 1-year and 10-year growth rat
- [US state housing-momentum signals (FHFA HPI boom/bust gauges)](https://datazimuts.com/en/datasets/state_housing_signals/state_housing_momentum_signals): Quarterly housing-momentum signals derived from FHFA All-Transactions House Price Indexes (FRED, 50 states + DC + US national, 1975 ->): qua
- [US state personal-income signals (regional income growth)](https://datazimuts.com/en/datasets/state_income_signals/us_state_personal_income_signals): Quarterly US state personal-income signals from BEA total personal income (FRED <USPS>OTOT series, 49 states + DC — North Carolina excluded,
- [US state unemployment signals (50 states + DC, regional divergence, anomalies)](https://datazimuts.com/en/datasets/state_labor_signals/us_state_unemployment_signals): Value-added regional labor signals derived from FRED's free BLS state unemployment-rate series: all 50 states plus the District of Columbia,
- [US state wage-growth signals (regional pay pressure)](https://datazimuts.com/en/datasets/state_wage_signals/us_state_wage_growth_signals): US state-level average hourly earnings signals (BLS via FRED, 50 states + DC, monthly 2007 ->): 12-month wage growth, 3-month momentum, 30-p
- [US sticky vs flexible inflation signals (underlying inflation gauge, persistence regime)](https://datazimuts.com/en/datasets/sticky_inflation_signals/us_sticky_vs_flexible_inflation_signals): Monthly signals derived from the Atlanta Fed's sticky-price and flexible-price CPI series (redistributed by FRED, 1968 ->; both series are p
- [Sub-Saharan African terms-of-trade signals (price-competitiveness gauges)](https://datazimuts.com/en/datasets/terms_of_trade_signals/global_terms_of_trade_signals): Annual terms-of-trade signals derived from the IMF DataMapper (terms-of-trade index, 2010 = 100, 47 Sub-Saharan African economies, 2004 ->):
- [US Treasury foreign-holdings signals (TIC buying/selling flows, holder concentration, anomalies)](https://datazimuts.com/en/datasets/tic_signals/us_treasury_foreign_holdings_signals): Monthly signals derived from the US Treasury's TIC portfolio-holdings data (redistributed by FRED): 30-month annualized change volatility, 3
- [US trade balance signals (deficit tracker, export/import momentum, anomalies, forecasts)](https://datazimuts.com/en/datasets/trade_signals/us_trade_balance_signals): Signals derived from FRED's US international-trade series: 30-period annualized volatility of changes, 3-month momentum, year-over-year leve
- [US trade price signals (import/export prices, terms of trade, China price trend spread)](https://datazimuts.com/en/datasets/tradeprice_signals/us_trade_price_signals): Monthly US trade-price signals derived from FRED: BLS import and export price indices for all commodities plus the China-origin import price
- [Average interest rates on U.S. Treasury securities, monthly](https://datazimuts.com/en/datasets/treasury/treasury_average_interest_rates): Monthly effective interest rates on U.S. Treasury securities outstanding, by marketable vs. non-marketable type and instrument (bills, notes
- [U.S. federal debt to the penny, daily](https://datazimuts.com/en/datasets/treasury/treasury_debt_to_penny): Daily U.S. federal debt outstanding from the Bureau of the Fiscal Service's Debt to the Penny dataset: debt held by the public, intragovernm
- [Interest expense on U.S. federal debt, monthly](https://datazimuts.com/en/datasets/treasury/treasury_interest_expense): Monthly interest expense on U.S. federal debt outstanding, by category (public issues vs. government account series), group and type — curre
- [Monthly Treasury Statement: receipts, outlays, deficit/surplus](https://datazimuts.com/en/datasets/treasury/treasury_monthly_statement): U.S. federal receipts, outlays and deficit/surplus from the Monthly Treasury Statement (MTS) Table 1: calendar-month detail for each fiscal 
- [US Treasury yield-curve signals (term structure)](https://datazimuts.com/en/datasets/treasury_curve_signals/us_treasury_yield_curve_signals): Daily US Treasury constant-maturity yield-curve signals from the Fed H.15 release (FRED DGS series, 11 tenors from 1-month to 30-year): per-
- [US Treasury fiscal-pulse signals (high-frequency fiscal flows)](https://datazimuts.com/en/datasets/treasury_fiscal_signals/us_treasury_fiscal_pulse_signals): High-frequency US federal fiscal signals from the Treasury Bureau of the Fiscal Service: daily debt velocity (debt-to-the-penny since 1993),
- [US trimmed-mean inflation signals (Dallas Fed underlying-inflation gauges)](https://datazimuts.com/en/datasets/trimmed_mean_inflation_signals/us_trimmed_mean_inflation_signals): Monthly underlying-inflation signals from the Dallas Fed trimmed-mean PCE rate (redistributed by FRED, 1977-01 ->): 3-month momentum, 30-mon
- [UK mortgage & rate pass-through signals (mortgage momentum, bank-rate pass-through spread, anomalies, forecasts)](https://datazimuts.com/en/datasets/uk_mortgage_signals/uk_mortgage_rate_signals): Signals derived from the Bank of England's Statistical Interactive Database: 30-period annualized volatility of monthly rate changes, 3-mont
- [UK category inflation heat signals (CPIH by COICOP division, inflation breadth, anomalies)](https://datazimuts.com/en/datasets/uk_price_heat_signals/uk_category_inflation_signals): Monthly ML-enriched UK inflation signals derived from ONS CPIH by-category indices (12 COICOP divisions, 1988 -> present): per-category year
- [Asylum applications, by origin and asylum country](https://datazimuts.com/en/datasets/unhcr/unhcr_asylum_applications): Annual asylum claims (applications for international protection) by country of origin and country of asylum, broken down by the provider's p
- [Decisions on asylum claims, by origin and asylum country](https://datazimuts.com/en/datasets/unhcr/unhcr_asylum_decisions): Annual decisions taken on asylum claims by country of origin and country of asylum: applicants recognized as refugees under UNHCR's mandate,
- [Forcibly displaced and stateless populations, by origin and asylum country](https://datazimuts.com/en/datasets/unhcr/unhcr_displaced_population): End-of-year UNHCR population figures by country of origin and country of asylum: refugees, asylum-seekers, returned refugees, internally dis
- [Durable solutions: refugee/IDP returns, resettlement, naturalization](https://datazimuts.com/en/datasets/unhcr/unhcr_durable_solutions): Annual durable solutions availed by refugees and IDPs, by country of origin and country of asylum: refugee returnees, resettlement arrivals,
- [Age and sex breakdown of forcibly displaced persons, by origin and asylum country](https://datazimuts.com/en/datasets/unhcr_demographics/unhcr_displaced_age_sex): Annual UNHCR demographics of forcibly displaced persons by country of origin and country of asylum: female and male counts in age bands 0–4,
- [Age and sex breakdown of forcibly displaced persons, world total](https://datazimuts.com/en/datasets/unhcr_demographics/unhcr_displaced_age_sex_global): The provider's own global aggregates of the demographics series: worldwide annual counts of forcibly displaced persons by sex and age band (
- [Proportion of population with access to electricity, by urban/rural (%)](https://datazimuts.com/en/datasets/unsdg/electricity_access): Proportion of population with access to electricity, by urban/rural (%) SDG indicator EG_ACS_ELEC (SDG goal 7). Source: UN SDG Global Databa
- [Maternal mortality ratio](https://datazimuts.com/en/datasets/unsdg/maternal_mortality_ratio): Maternal mortality ratio SDG indicator SH_STA_MORT (SDG goal 3). Source: UN SDG Global Database. Rows are geo-area x year x disaggregation d
- [Proportion of population below international poverty line (%)](https://datazimuts.com/en/datasets/unsdg/poverty_headcount_3_dollar): Proportion of population below international poverty line (%) SDG indicator SI_POV_DAY1 (SDG goal 1). Source: UN SDG Global Database. Rows a
- [Proportion of population using safely managed drinking water services, by urban/rural (%)](https://datazimuts.com/en/datasets/unsdg/safely_managed_drinking_water): Proportion of population using safely managed drinking water services, by urban/rural (%) SDG indicator SH_H2O_SAFE (SDG goal 6). Source: UN
- [US equity valuation signals (Shiller CAPE regime gauges)](https://datazimuts.com/en/datasets/us_equity_valuation_signals/us_equity_valuation_signals): Monthly U.S. equity valuation signals from Robert Shiller's long-run stock-market dataset (1871 ->, keyless): the CAPE ratio and excess CAPE
- [US fuel-price signals (pump-price shock and spread gauges)](https://datazimuts.com/en/datasets/us_fuel_signals/us_fuel_price_signals): Monthly retail fuel-price signals derived from EIA data via FRED (regular gasoline and on-highway diesel, $/gal): month-on-month and year-on
- [US funding-stress signals (money-market rates, stress regimes)](https://datazimuts.com/en/datasets/us_funding_stress_signals/us_funding_stress_signals): Daily US money-market funding-stress signals: TED spread (TEDRATE), the Secured Overnight Financing Rate (SOFR), and the Interest Rate on Re
- [US natural-gas market signals (Henry Hub spike & regime gauges)](https://datazimuts.com/en/datasets/us_natgas_signals/us_natural_gas_market_signals): Daily US natural-gas market signals from the EIA Henry Hub spot price (FRED DHHNGSP, 1997 ->, $/MMBtu): 90-day momentum, year-on-year change
- [US coastal sea-level signals (tide gauges, rise gauges)](https://datazimuts.com/en/datasets/us_sealevel_signals/us_coastal_sea_level_signals): Monthly coastal sea-level signals from eight long-record NOAA CO-OPS tide gauges (The Battery, Atlantic City, Charleston, Mayport, Key West,
- [US dollar strength signals (broad dollar index momentum, FX pair drawdowns, anomalies, forecasts)](https://datazimuts.com/en/datasets/usdollar_signals/us_dollar_strength_signals): Signals derived from FRED's US-dollar exchange-rate series: 30-trading-day annualized log-return volatility, 63-day momentum, year-over-year
- [US wage & productivity signals (real earnings momentum, productivity-pay gap, anomalies)](https://datazimuts.com/en/datasets/wage_signals/us_wage_productivity_signals): Monthly/quarterly signals derived from FRED's US earnings and productivity data: 30-period annualized change volatility, ~3-month momentum, 
- [US wage-cost pressure signals (ECI, real pay, unit labor costs)](https://datazimuts.com/en/datasets/wagecost_signals/us_wage_cost_pressure_signals): Quarterly US labor-cost signals derived from FRED: the Employment Cost Index (total compensation and wages & salaries — the Fed's preferred 
- [Global demographic transition signals (aging, dependency, urbanization gauges)](https://datazimuts.com/en/datasets/wb_demographic_signals/wb_demographic_transition_signals): Yearly demographic-structure signals for 200+ economies (1960 ->, keyless World Bank API): 65+ and working-age population shares, urbanizati
- [WB energy-access signals (electrification, clean cooking, power use)](https://datazimuts.com/en/datasets/wb_energy_access_signals/wb_energy_access_signals): Annual energy-access signals from the World Bank API (~1990 -> latest, ~210 economies): electricity access, clean-cooking access and per-cap
- [US household wealth signals (net worth, nominal + real)](https://datazimuts.com/en/datasets/wealth_signals/us_household_wealth_signals): Quarterly US household wealth signals from the Fed Z.1 accounts (via FRED, 1951 ->): households and nonprofit organizations net worth in nom
- [US weekly economic activity signals (NY Fed WEI)](https://datazimuts.com/en/datasets/weekly_activity_signals/us_weekly_activity_signals): Weekly US real-activity signals from the New York Fed's Weekly Economic Index (Lewis-Mertens-Stock, redistributed by FRED, 2008 ->): the com
- [Global growth-inflation momentum signals (acceleration, misery index, stagflation screen)](https://datazimuts.com/en/datasets/weo_signals/global_growth_inflation_momentum_signals): Annual global macro-momentum signals derived from the IMF World Economic Outlook (~196 countries, 1980 -> 2031 including WEO projections as 
- [BCG immunization coverage among 1-year-olds (%) (WUENIC)](https://datazimuts.com/en/datasets/who_gho/bcg_immunization_coverage): BCG immunization coverage among 1-year-olds (%) (WUENIC) Source: WHO Global Health Observatory (indicator WHS4_543). Rows are country x year
- [Healthy life expectancy (HALE) at birth (years)](https://datazimuts.com/en/datasets/who_gho/healthy_life_expectancy): Healthy life expectancy (HALE) at birth (years) Source: WHO Global Health Observatory (indicator WHOSIS_000002). Rows are country x year; se
- [Prevalence of HIV among adults aged 15 to 49 (%)](https://datazimuts.com/en/datasets/who_gho/hiv_prevalence_15_49): Prevalence of HIV among adults aged 15 to 49 (%) Source: WHO Global Health Observatory (indicator MDG_0000000029). Rows are country x year; 
- [Life expectancy at birth (years)](https://datazimuts.com/en/datasets/who_gho/life_expectancy_at_birth): Life expectancy at birth (years) Source: WHO Global Health Observatory (indicator WHOSIS_000001). Rows are country x year; sex-disaggregated
- [Estimated malaria incidence (per 1000 population at risk)](https://datazimuts.com/en/datasets/who_gho/malaria_incidence): Estimated malaria incidence (per 1000 population at risk) Source: WHO Global Health Observatory (indicator MALARIA_EST_INCIDENCE). Rows are 
- [Obesity among adults, BMI ≥ 30 kg/m2 (age-standardized estimate) (%)](https://datazimuts.com/en/datasets/who_gho/obesity_adults): Obesity among adults, BMI ≥ 30 kg/m2 (age-standardized estimate) (%) Source: WHO Global Health Observatory (indicator NCD_BMI_30A). Rows are
- [Concentrations of fine particulate matter (PM2.5)](https://datazimuts.com/en/datasets/who_gho/pm25_concentration): Concentrations of fine particulate matter (PM2.5) Source: WHO Global Health Observatory (indicator SDGPM25). Rows are country x year; sex-di
- [Age-standardized suicide rates (per 100 000 population)](https://datazimuts.com/en/datasets/who_gho/suicide_rate_age_standardized): Age-standardized suicide rates (per 100 000 population) Source: WHO Global Health Observatory (indicator MH_12). Rows are country x year; se
- [Wikipedia AI-attention & hype signals](https://datazimuts.com/en/datasets/wiki_ai_attention_signals/wiki_ai_attention_signals): Monthly revealed-attention signals from English-Wikipedia pageviews (2015 ->): attention paid to AI-revealing articles (Artificial intellige
- [Wikipedia economic-attention & fear signals](https://datazimuts.com/en/datasets/wiki_attention_signals/wiki_economic_attention_signals): Monthly revealed-attention signals from English-Wikipedia pageviews (2015 ->): attention paid to economically revealing articles (Recession,
- [Electric power consumption (kWh per capita)](https://datazimuts.com/en/datasets/world_bank/electric_power_consumption): Electric power consumption measures the production of power plants and combined heat and power plants less transmission, distribution, and t
- [Exports of goods and services (% of GDP)](https://datazimuts.com/en/datasets/world_bank/exports_gnfs): Exports of goods and services represent the value of all goods and other market services provided to the rest of the world, as a share of GD
- [GDP (current US$)](https://datazimuts.com/en/datasets/world_bank/gdp_current_usd): GDP at purchaser's prices is the sum of gross value added by all resident producers in the economy plus any product taxes and minus any subs
- [GDP per capita (current US$)](https://datazimuts.com/en/datasets/world_bank/gdp_per_capita_current_usd): GDP per capita is gross domestic product divided by midyear population. Data are in current U.S. dollars.
- [Imports of goods and services (% of GDP)](https://datazimuts.com/en/datasets/world_bank/imports_gnfs): Imports of goods and services represent the value of all goods and other market services received from the rest of the world, as a share of 
- [Inflation, consumer prices (annual %)](https://datazimuts.com/en/datasets/world_bank/inflation_cpi): Inflation as measured by the consumer price index reflects the annual percentage change in the cost to the average consumer of acquiring a b
- [Individuals using the Internet (% of population)](https://datazimuts.com/en/datasets/world_bank/internet_users): Internet users are individuals who have used the Internet (from any location) in the last 3 months.
- [Life expectancy at birth, total (years)](https://datazimuts.com/en/datasets/world_bank/life_expectancy): Life expectancy at birth indicates the number of years a newborn infant would live if prevailing patterns of mortality at the time of its bi
- [Population, total](https://datazimuts.com/en/datasets/world_bank/population_total): Total population is based on the de facto definition of population, which counts all residents regardless of legal status or citizenship.
- [Unemployment, total (% of total labor force)](https://datazimuts.com/en/datasets/world_bank/unemployment_total): Unemployment refers to the share of the labor force that is without work but available for and seeking employment.
- [Global housing price signals (real house prices, boom/bust gauges, forecasts)](https://datazimuts.com/en/datasets/world_housing_signals/global_housing_price_signals): Signals derived from the BIS real residential property price series (quarterly, as published on FRED) for 18 economies: 30-quarter annualize
- [Global sovereign yield signals (10y bond yields, momentum, spreads, anomalies)](https://datazimuts.com/en/datasets/yield_signals/global_sovereign_yield_signals): Signals derived from the OECD's harmonized 10-year government bond yields (monthly, as published on FRED) for 17 economies: 30-month annuali
- [Global youth unemployment signals (youth disadvantage ratio, gender gap, anomalies)](https://datazimuts.com/en/datasets/youth_labor_signals/global_youth_unemployment_signals): Annual ML-enriched youth labor-market signals for ~190 economies, derived from ILOSTAT: youth (15-24) unemployment by sex, the youth-disadva

Total datasets: 276