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28 datasets

macroeconomics

IMF DataMapper
GDP per capita, current prices
Gross domestic product is the most commonly used single measure of a country's overall economic activity. It represents the total value at current prices of final goods and services produced within a country during a specified time period divided by the average population for the same one year.
- gdp
- per-capita
- macroeconomics
- imf
rows
10,873
Quality
93
Updated
Sep 21, 2026
Fresh
License
License unclear
IMF DataMapper
Inflation rate, average consumer prices
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 goods and services in a given period. The rate of inflation is the percent change in the average CPI.
- inflation
- cpi
- macroeconomics
- imf
rows
10,789
Quality
93
Updated
Sep 21, 2026
Fresh
License
License unclear
IMF DataMapper
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 constant prices of final goods and services produced within a country during a specified time period, such as one year.
- gdp
- growth
- macroeconomics
- imf
rows
10,914
Quality
93
Updated
Sep 21, 2026
Fresh
License
License unclear
IMF Fiscal-Balance Signals (derived)
IMF fiscal-balance signals (government net lending/borrowing)
Annual fiscal-balance signals from the IMF DataMapper (1980 -> latest WEO vintage, projections kept as published): general government net lending/borrowing as % of GDP for ~229 economies, with 10-year changes, OLS trend slopes, 3-sigma anomaly flags, 5-year extrapolation forecasts, 10-year balance z-scores and stance gauges: deficit, large-deficit and surplus flags, the fiscal impulse (1-year balance change) and a consolidation flag. The fiscal-flow lens — the balance companion to the debt stock in imf-global-debt-signals. Raw indicator: International Monetary Fund DataMapper.
- fiscal
- deficit
- surplus
- government
rows
7,698
Quality
91
Updated
Sep 22, 2026
Fresh
License
License unclear
IMF Global Real-GDP-Growth Signals (derived)
IMF global real-GDP-growth signals (growth cycle)
Annual global real-GDP-growth signals from the IMF DataMapper (NGDP_RPCH, ~190 economies, 1980 -> latest WEO vintage, projections kept as published): growth acceleration, 5-year changes, OLS trend slopes, 3-sigma anomaly flags, 5-year extrapolation forecasts, 10-year growth z-scores, per-year growth ranks, recession (negative growth) and high-growth (>=6%) flags. The growth-cycle lens on the world economy — the ML-enriched companion to the raw imf real-gdp-growth series. Country codes validated via the shared normalization layer. Raw indicator: International Monetary Fund DataMapper.
- gdp
- growth
- business-cycle
- recession
rows
9,289
Quality
92
Updated
Sep 22, 2026
Fresh
License
License unclear
Labor-Demand Signals (derived)
US labor-demand signals (JOLTS openings, hires, quits)
Monthly US labor-demand signals from BLS JOLTS data (via FRED, 2000 ->): job openings, the hires rate and the quits rate, with 3-month momentum, 30-month change volatility, 3-sigma anomaly flags, drift forecasts, 3-year demand z-scores, a hires hiring-freeze flag, a quits-based worker-confidence gauge and a vacancy-surge flag. The labor-DEMAND companion to the labor-supply levels in us-labor-market-signals: how tight the labor market is from the employer's and the worker's side. All rows normalized to country_code USA. Raw series: Bureau of Labor Statistics (JOLTS) via FRED.
- labor
- labor-market
- jolts
- job-openings
rows
924
Quality
94
Updated
Sep 22, 2026
Fresh
License
Commercial use OK
Money-Velocity Signals (derived)
US money-velocity signals (M1V, M2V circulation gauges)
Quarterly US money-velocity signals from FRED (1959 ->): the velocity of M1 and M2 money stocks (nominal GDP / money), with quarter-on-quarter and year-on-year changes, 30-quarter change volatility, 3-sigma anomaly flags, drift forecasts, 10-year velocity z-scores, a slow-circulation flag and the M1-minus-M2 circulation gap. The monetarist-transmission lens: how fast money circulates through the economy. The velocity companion to the money-stock levels in us-monetary-signals. All rows normalized to country_code USA. Raw series: Federal Reserve Bank of St. Louis via FRED.
- money
- velocity
- monetarism
- m1
rows
540
Quality
99
Updated
Sep 22, 2026
Fresh
License
Commercial use OK
Recession-Probability Signals (derived)
US recession-probability signals (NY Fed smoothed probabilities)
Monthly US recession-probability signals from the New York Fed's Smoothed U.S. Recession Probabilities (Chauvet-Piger dynamic-factor Markov-switching model, redistributed by FRED, 1967 ->): the forward-looking probability that the economy is in recession, with 3-month momentum, 30-month change volatility, 3-sigma anomaly flags, drift forecasts, a 5-year probability z-score, elevated (>=30) and recession-call (>=50) flags, a surging-risk flag, and a high-probability streak counter. The forward-looking companion to the NBER-based realized recession flag in us-output-business-cycle-signals. All rows normalized to country_code USA. Raw series: Federal Reserve Bank of New York via FRED.
- recession
- business-cycle
- recession-probability
- new-york-fed
rows
710
Quality
100
Updated
Sep 22, 2026
Fresh
License
Commercial use OK
Global Remittance Signals (derived)
Global remittance signals (migration money flows)
Global remittance signals from World Bank WDI (~200 economies, annual ~1970 ->): remittances received and paid, 10-year changes, OLS trend slopes, 3-sigma shock flags, 5-year linear-extrapolation forecasts, net flow (received minus paid), remittance-dependence flags and cross-country dependency ranks. The migration-money lens: who depends on diaspora income and where flows are surging. World Bank WDI (non-commercial terms).
- remittances
- migration
- diaspora
- world-bank
rows
22,987
Quality
95
Updated
Sep 22, 2026
Fresh
License
No commercial use
State GDP Signals (derived)
US state GDP signals (BEA all-industry output by state)
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 rates, 10-year growth volatility, 3-sigma anomaly flags, drift forecasts, 10-year growth z-scores and gauges: each state's share of US GDP, a contraction flag and an outperform-vs-US flag. The output lens on regional growth — the GDP companion to the coincident index in fred-state-cycle-signals and the labor lens in state-labor-signals. Raw series: Bureau of Economic Analysis via FRED.
- gdp
- states
- regional
- bea
rows
1,558
Quality
97
Updated
Sep 22, 2026
Fresh
License
Commercial use OK
US State Wage-Growth Signals (derived)
US state wage-growth signals (regional pay pressure)
US state-level average hourly earnings signals (BLS via FRED, 50 states + DC, monthly 2007 ->): 12-month wage growth, 3-month momentum, 30-period change volatility, 3-sigma shock flags, drift forecasts, 5-year pay-pressure z-scores, the state-vs-US growth gap and cross-state growth ranks. The regional pay-pressure lens: where wages run hot or cold across the country. BLS data via FRED (free, keyless-by-reuse of the existing FRED key).
- wages
- earnings
- labor-market
- states
rows
12,036
Quality
99
Updated
Sep 22, 2026
Fresh
License
Commercial use OK
US Treasury Fiscal-Pulse Signals (derived)
US Treasury fiscal-pulse signals (high-frequency fiscal flows)
High-frequency US federal fiscal signals from the Treasury Bureau of the Fiscal Service: daily debt velocity (debt-to-the-penny since 1993), the trailing-12-month deficit from Monthly Treasury Statements (nets out the fiscal-year sawtooth), the debt-held-by-public share, and the average interest rate on all interest-bearing debt with its 1-year repricing change. 30-period change volatility, 3-sigma shock flags, drift forecasts and a 12-period baseline. The daily/monthly companion to the quarterly FRED fiscal set. Public-domain US federal data.
- fiscal-policy
- federal-debt
- deficit
- treasury
rows
20,012
Quality
97
Updated
Sep 22, 2026
Fresh
License
Commercial use OK