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search_macro_series, get_macro_series, get_economic_calendarWhat you can use macro data for
Put a company’s results in the context of the economy it sells into. Build a backtest that only uses the figures that were public on each date, rather than today’s revised series. Know what is due this week, and what the consensus was a week before it printed. Find out whether a series exists at all before asking for it.What is here, by economy
United States (monthly and quarterly, from the Bureau of Labor Statistics and the Bureau of Economic Analysis): CPI headline and core (index, seasonally adjusted and not), CPI shelter, food at home and gasoline, PCE and core PCE price indices, PPI final demand and core, the employment cost index, real and nominal GDP, nonfarm payrolls, the unemployment rate and U-6, participation and employment-population ratios, average hourly earnings and weekly hours, JOLTS openings, hires and quits, nonfarm productivity and unit labor costs, retail sales, industrial production and weekly initial claims. United States, daily rates and the Fed: Treasury constant-maturity yields from 1 month to 30 years, SOFR, the effective fed funds rate and the target range, the Fed balance sheet (weekly), 5-year, 10-year and 5-year-5-year breakeven inflation, Atlanta Fed GDPNow, and the Cleveland Fed 1-year and 10-year expected inflation. Euro area: HICP index and year-on-year rate, GDP quarter-on-quarter, the unemployment rate and retail trade volume (Eurostat); the ECB deposit facility and main refinancing rates, €STR, Eurosystem total assets, AAA government spot yields at 2 and 10 years and 1-year and 5-year forward rates (ECB). Japan: nationwide CPI, all items (e-Stat); JGB yields from 1 to 40 years (Ministry of Finance). Taiwan: the CPI general index (DGBAS); the central bank discount rate on the dates it changed (CBC). Every economy the World Bank covers (annual, about two hundred): GDP in US dollars, GDP growth, GDP per capita, CPI inflation, unemployment, population and population growth, life expectancy, exports and imports as a share of GDP, FDI inflows, total reserves, central government debt as a share of GDP, manufacturing value added and CO2 emissions. The calendar: scheduled releases and central-bank decisions for about 160 economies with the previous figure, the consensus estimate and the actual, history back to 2013, and a daily snapshot of consensus since 2026-09-09. Beside those: the release schedules seven publishers announce themselves — Japan, Taiwan, Hong Kong, the United Kingdom, the euro area, Korea and China — which run up to two years ahead and carry dates rather than expectations, the FOMC and ECB Governing Council schedules from the central banks, and the days the Asian markets are closed. See Economic calendar.Not here yet: Korea has no national series (only its World Bank rows); China is served through the World Bank rows only; and series whose publisher’s terms do not allow redistribution are not served, by key or otherwise.
Series are addressed by series_key
Every series has a stable key of our own, such as us.cpi.headline.sa or eu.hicp.headline.yoy. Keys cannot be guessed — the same statistic exists seasonally adjusted and not, as an index and as a rate, and sometimes from two official publishers — so search first and pass a key back.
Read the unit before the number
Release dates and revisions
Macro figures get revised, and a backtest must only see the figure that was public on each date. How far back that is possible differs by series and the series block says so inrelease_dates_from:
as_of before a series’ release_dates_from returns a 400 that says so, rather than today’s figure dressed up as history. See Series values.
Sources, attribution and terms
The series come from the statistical agencies and central banks named above and from the World Bank. Rows carry no source column; the publisher is stated here and in the dataset catalog.- US series are retrieved through the FRED® API. This product uses the FRED® API but is not endorsed or certified by the Federal Reserve Bank of St. Louis. By using these endpoints you agree to the FRED® API Terms of Use.
- World Bank indicators are provided under the Creative Commons Attribution 4.0 licence: The World Bank: World Development Indicators.
- ECB series are available free of charge at ecb.europa.eu; Eurostat data is reused under its copyright notice.
- Japanese series follow the Japanese government’s standard terms of use; Taiwanese series follow the Open Government Data Licence.
- United Kingdom — Office for National Statistics: Contains public sector information licensed under the Open Government Licence v3.0.
- Euro area — Source: Eurostat, reused under the Creative Commons Attribution 4.0 licence; and the ECB’s release and meeting calendars. The same ECB data is available free of charge at ecb.europa.eu — stated here because the ECB requires anyone charging for it to say so.
- Korea — Ministry of Data and Statistics and Bank of Korea, under the Korea Open Government Licence Type 1, which requires the source to be named.
- Taiwan — Directorate-General of Budget, Accounting and Statistics (行政院主計總處), under the Open Government Data Licence, version 1.0.
- Japan — e-Stat, the Portal Site of Official Statistics of Japan (政府統計の総合窓口).
- Hong Kong — Census and Statistics Department, under the Government’s general terms of use.
- China — National Bureau of Statistics of China.