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FRED (Federal Reserve Economic Data)

FRED (Federal Reserve Economic Data), the St. Louis Fed's database of US and international economic time series: headline US indicators such as the monthly unemployment rate (UNRATE), CPI inflation (CPIAUCSL), GDP (GDP, GDPC1), nonfarm payrolls (PAYEMS), the federal funds rate (FEDFUNDS) and Treasury yields (DGS10), plus 800,000+ other series, including the BLS producer price indexes (PPI) for steel: iron and steel (WPU101), hot-rolled steel sheet / HRC (WPU10170301, discontinued after 2022), hot-rolled bars and plates (WPU101704) and cold-rolled sheet (WPU101707), with latest level and month-over-month and year-over-year change in one call (an index, not a cash HRC quote). Search series by text, browse categories, releases, sources and tags, read one series' metadata (units, frequency, seasonal adjustment, source, notes, date range, last update) and fetch its observations (daily, weekly, monthly, quarterly or annual values) with date window, frequency aggregation and transformation, paginated, from the site's keyless JSON, CSV and HTML endpoints.

4 ready-made skills use FRED (Federal Reserve Economic Data)
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Find five FRED series matching unemployment rate, with their series IDs, units and observation date ranges.

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FRED (Federal Reserve Economic Data)
TRY ASKING
1Request
number

FRED category id (integer, e.g. 106 for GDP/GNP, 32991 for Money, Banking, & Finance; 0 or omitted for the root), a numeric string, or a pasted https://fred.stlouisfed.org/categories/{id} URL.

number

Series page within the category (50 series per page); pass `next_page` from the previous result.

5 credits
Codefollows the fields above
const result = await firecrawl.scrape({
  alexandria: {
    provider: "fred-stlouisfed-org",
    capability: "economic-data/category",
    options: {
      category_id: 106,
    },
  },
});
2Response example

This is a sample shape. Press Run to see live data from FRED (Federal Reserve Economic Data).

{
  "category_id": 106,
  "children": [
    {
      "category_id": 33020,
      "name": "Shares of GDP",
      "series_count": "75"
    }
  ],
  "name": "GDP/GNP",
  "next_page": 2,
  "observed_at_ms": 1790414666545,
  "page": 1,
  "path": [
    {
      "category_id": 32992,
      "name": "National Accounts"
    },
    {
      "category_id": 18,
      "name": "National Income & Product Accounts"
    }
  ],
  "series": [
    {
      "attributes": "Billions of Chained 2017 Dollars, Quarterly, Seasonally Adjusted Annual Rate",
      "frequency": "Quarterly",
      "observation_range": "Q1 1947 to Q2 2026 (Aug 26)",
      "seasonal_adjustment": "Seasonally Adjusted Annual Rate",
      "series_id": "GDPC1",
      "title": "Real Gross Domestic Product",
      "units": "Billions of Chained 2017 Dollars",
      "url": "https://fred.stlouisfed.org/series/GDPC1"
    },
    {
      "attributes": "Percent Change from Preceding Period, Quarterly, Seasonally Adjusted Annual Rate",
      "frequency": "Quarterly",
      "observation_range": "Q2 1947 to Q2 2026 (Jul 30)",
      "seasonal_adjustment": "Seasonally Adjusted Annual Rate",
      "series_id": "A191RL1Q225SBEA",
      "title": "Real Gross Domestic Product",
      "units": "Percent Change from Preceding Period",
      "url": "https://fred.stlouisfed.org/series/A191RL1Q225SBEA"
    },
    {
      "attributes": "Billions of Chained 2017 Dollars, Annual, Not Seasonally Adjusted",
      "frequency": "Annual",
      "observation_range": "1929 to 2025 (Apr 9)",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "series_id": "GDPCA",
      "title": "Real Gross Domestic Product",
      "units": "Billions of Chained 2017 Dollars",
      "url": "https://fred.stlouisfed.org/series/GDPCA"
    },
    {
      "attributes": "Percent Change from Preceding Period, Annual, Not Seasonally Adjusted",
      "frequency": "Annual",
      "observation_range": "1930 to 2025 (Mar 13)",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "series_id": "A191RL1A225NBEA",
      "title": "Real Gross Domestic Product",
      "units": "Percent Change from Preceding Period",
      "url": "https://fred.stlouisfed.org/series/A191RL1A225NBEA"
    },
    {
      "attributes": "Percent Change from Quarter One Year Ago, Quarterly, Seasonally Adjusted",
      "frequency": "Quarterly",
      "observation_range": "Q1 1948 to Q2 2026 (Jul 30)",
      "seasonal_adjustment": "Seasonally Adjusted",
      "series_id": "A191RO1Q156NBEA",
      "title": "Real Gross Domestic Product",
      "units": "Percent Change from Quarter One Year Ago",
      "url": "https://fred.stlouisfed.org/series/A191RO1Q156NBEA"
    },
    {
      "attributes": "Billions of Chained 2017 Dollars, Quarterly, Not Seasonally Adjusted",
      "frequency": "Quarterly",
      "observation_range": "Q1 2002 to Q2 2026 (Aug 26)",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "series_id": "ND000334Q",
      "title": "Real Gross Domestic Product",
      "units": "Billions of Chained 2017 Dollars",
      "url": "https://fred.stlouisfed.org/series/ND000334Q"
    },
    {
      "attributes": "Percent Change from Quarter One Year Ago, Quarterly, Not Seasonally Adjusted",
      "frequency": "Quarterly",
      "observation_range": "Q1 2003 to Q2 2026 (Aug 26)",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "series_id": "OB000334Q",
      "title": "Real Gross Domestic Product",
      "units": "Percent Change from Quarter One Year Ago",
      "url": "https://fred.stlouisfed.org/series/OB000334Q"
    },
    {
      "attributes": "Index 2017=100, Quarterly, Not Seasonally Adjusted",
      "frequency": "Quarterly",
      "observation_range": "Q1 2002 to Q2 2026 (Aug 26)",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "series_id": "NB000334Q",
      "title": "Real Gross Domestic Product",
      "units": "Index 2017=100",
      "url": "https://fred.stlouisfed.org/series/NB000334Q"
    },
    {
      "attributes": "Billions of Dollars, Quarterly, Seasonally Adjusted Annual Rate",
      "frequency": "Quarterly",
      "observation_range": "Q1 1947 to Q2 2026 (Aug 26)",
      "seasonal_adjustment": "Seasonally Adjusted Annual Rate",
      "series_id": "GDP",
      "title": "Gross Domestic Product",
      "units": "Billions of Dollars",
      "url": "https://fred.stlouisfed.org/series/GDP"
    },
    {
      "attributes": "Billions of Dollars, Annual, Not Seasonally Adjusted",
      "frequency": "Annual",
      "observation_range": "1929 to 2025 (Apr 9)",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "series_id": "GDPA",
      "title": "Gross Domestic Product",
      "units": "Billions of Dollars",
      "url": "https://fred.stlouisfed.org/series/GDPA"
    },
    {
      "attributes": "Percent Change from Preceding Period, Quarterly, Seasonally Adjusted Annual Rate",
      "frequency": "Quarterly",
      "observation_range": "Q2 1947 to Q2 2026 (Aug 26)",
      "seasonal_adjustment": "Seasonally Adjusted Annual Rate",
      "series_id": "A191RP1Q027SBEA",
      "title": "Gross Domestic Product",
      "units": "Percent Change from Preceding Period",
      "url": "https://fred.stlouisfed.org/series/A191RP1Q027SBEA"
    },
    {
      "attributes": "Millions of Dollars, Quarterly, Not Seasonally Adjusted",
      "frequency": "Quarterly",
      "observation_range": "Q1 1947 to Q2 2026 (Aug 26)",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "series_id": "NA000334Q",
      "title": "Gross Domestic Product",
      "units": "Millions of Dollars",
      "url": "https://fred.stlouisfed.org/series/NA000334Q"
    },
    {
      "attributes": "Percent Change from Preceding Period, Annual, Not Seasonally Adjusted",
      "frequency": "Annual",
      "observation_range": "1930 to 2025 (Mar 13)",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "series_id": "A191RP1A027NBEA",
      "title": "Gross Domestic Product",
      "units": "Percent Change from Preceding Period",
      "url": "https://fred.stlouisfed.org/series/A191RP1A027NBEA"
    },
    {
      "attributes": "Index 2017=100, Quarterly, Not Seasonally Adjusted",
      "frequency": "Quarterly",
      "observation_range": "Q1 2002 to Q2 2026 (Aug 26)",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "series_id": "NC000334Q",
      "title": "Gross Domestic Product",
      "units": "Index 2017=100",
      "url": "https://fred.stlouisfed.org/series/NC000334Q"
    },
    {
      "attributes": "Chained 2017 Dollars, Quarterly, Seasonally Adjusted Annual Rate",
      "frequency": "Quarterly",
      "observation_range": "Q1 1947 to Q2 2026 (Aug 26)",
      "seasonal_adjustment": "Seasonally Adjusted Annual Rate",
      "series_id": "A939RX0Q048SBEA",
      "title": "Real gross domestic product per capita",
      "units": "Chained 2017 Dollars",
      "url": "https://fred.stlouisfed.org/series/A939RX0Q048SBEA"
    },
    {
      "attributes": "Percent Change at Annual Rate, Quarterly, Seasonally Adjusted Annual Rate",
      "frequency": "Quarterly",
      "observation_range": "Q3 2011 to Q3 2026 (16 hours ago)",
      "seasonal_adjustment": "Seasonally Adjusted Annual Rate",
      "series_id": "GDPNOW",
      "title": "GDPNow",
      "units": "Percent Change at Annual Rate",
      "url": "https://fred.stlouisfed.org/series/GDPNOW"
    },
    {
      "attributes": "Billions of Chained 2017 Dollars, Quarterly, Not Seasonally Adjusted",
      "frequency": "Quarterly",
      "observation_range": "Q1 1949 to Q4 2036 (Feb 27)",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "series_id": "GDPPOT",
      "title": "Real Potential Gross Domestic Product",
      "units": "Billions of Chained 2017 Dollars",
      "url": "https://fred.stlouisfed.org/series/GDPPOT"
    },
    {
      "attributes": "Percent Change at Annual Rate, Quarterly, Seasonally Adjusted Annual Rate",
      "frequency": "Quarterly",
      "observation_range": "Q2 2013 to Q3 2026 (17 hours ago)",
      "seasonal_adjustment": "Seasonally Adjusted Annual Rate",
      "series_id": "STLENI",
      "title": "St. Louis Fed Economic News Index: Real GDP Nowcast",
      "units": "Percent Change at Annual Rate",
      "url": "https://fred.stlouisfed.org/series/STLENI"
    },
    {
      "attributes": "Dollars, Annual, Not Seasonally Adjusted",
      "frequency": "Annual",
      "observation_range": "1929 to 2025 (Apr 9)",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "series_id": "A939RC0A052NBEA",
      "title": "Gross domestic product per capita",
      "units": "Dollars",
      "url": "https://fred.stlouisfed.org/series/A939RC0A052NBEA"
    },
    {
      "attributes": "Dollars, Quarterly, Seasonally Adjusted Annual Rate",
      "frequency": "Quarterly",
      "observation_range": "Q1 1947 to Q2 2026 (Aug 26)",
      "seasonal_adjustment": "Seasonally Adjusted Annual Rate",
      "series_id": "A939RC0Q052SBEA",
      "title": "Gross domestic product per capita",
      "units": "Dollars",
      "url": "https://fred.stlouisfed.org/series/A939RC0Q052SBEA"
    },
    {
      "attributes": "Index, Weekly, Not Seasonally Adjusted",
      "frequency": "Weekly",
      "observation_range": "2008-01-05 to 2026-09-19 (1 day ago)",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "series_id": "WEI",
      "title": "Weekly Economic Index (Lewis-Mertens-Stock)",
      "units": "Index",
      "url": "https://fred.stlouisfed.org/series/WEI"
    },
    {
      "attributes": "Billions of Dollars, Quarterly, Seasonally Adjusted Annual Rate",
      "frequency": "Quarterly",
      "observation_range": "Q1 1947 to Q2 2026 (Aug 26)",
      "seasonal_adjustment": "Seasonally Adjusted Annual Rate",
      "series_id": "GNP",
      "title": "Gross National Product",
      "units": "Billions of Dollars",
      "url": "https://fred.stlouisfed.org/series/GNP"
    },
    {
      "attributes": "Billions of Dollars, Annual, Not Seasonally Adjusted",
      "frequency": "Annual",
      "observation_range": "1929 to 2025 (Apr 9)",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "series_id": "GNPA",
      "title": "Gross National Product",
      "units": "Billions of Dollars",
      "url": "https://fred.stlouisfed.org/series/GNPA"
    },
    {
      "attributes": "Percent Change from Preceding Period, Quarterly, Seasonally Adjusted Annual Rate",
      "frequency": "Quarterly",
      "observation_range": "Q2 1947 to Q2 2026 (Aug 26)",
      "seasonal_adjustment": "Seasonally Adjusted Annual Rate",
      "series_id": "A001RP1Q027SBEA",
      "title": "Gross National Product",
      "units": "Percent Change from Preceding Period",
      "url": "https://fred.stlouisfed.org/series/A001RP1Q027SBEA"
    },
    {
      "attributes": "Percent Change from Preceding Period, Annual, Not Seasonally Adjusted",
      "frequency": "Annual",
      "observation_range": "1930 to 2025 (Apr 9)",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "series_id": "A001RP1A027NBEA",
      "title": "Gross National Product",
      "units": "Percent Change from Preceding Period",
      "url": "https://fred.stlouisfed.org/series/A001RP1A027NBEA"
    },
    {
      "attributes": "Billions of 2017 US Dollars, Quarterly, Seasonally Adjusted Annual Rate",
      "frequency": "Quarterly",
      "observation_range": "Q1 1947 to Q2 2026 (Aug 26)",
      "seasonal_adjustment": "Seasonally Adjusted Annual Rate",
      "series_id": "LB0000031Q020SBEA",
      "title": "Real Final Sales to Private Domestic Purchasers",
      "units": "Billions of 2017 US Dollars",
      "url": "https://fred.stlouisfed.org/series/LB0000031Q020SBEA"
    },
    {
      "attributes": "Percent Change from Preceding Period, Quarterly, Seasonally Adjusted Annual Rate",
      "frequency": "Quarterly",
      "observation_range": "Q2 1947 to Q2 2026 (Aug 26)",
      "seasonal_adjustment": "Seasonally Adjusted Annual Rate",
      "series_id": "PB0000031Q225SBEA",
      "title": "Real Final Sales to Private Domestic Purchasers",
      "units": "Percent Change from Preceding Period",
      "url": "https://fred.stlouisfed.org/series/PB0000031Q225SBEA"
    },
    {
      "attributes": "Percent Change from Quarter One Year Ago, Quarterly, Seasonally Adjusted Annual Rate",
      "frequency": "Quarterly",
      "observation_range": "Q1 1948 to Q2 2026 (Aug 26)",
      "seasonal_adjustment": "Seasonally Adjusted Annual Rate",
      "series_id": "PE0000031Q156NBEA",
      "title": "Real Final Sales to Private Domestic Purchasers",
      "units": "Percent Change from Quarter One Year Ago",
      "url": "https://fred.stlouisfed.org/series/PE0000031Q156NBEA"
    },
    {
      "attributes": "Percent Change from Preceding Period, Annual, Not Seasonally Adjusted",
      "frequency": "Annual",
      "observation_range": "1930 to 2025 (Mar 13)",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "series_id": "PB0000031A225NBEA",
      "title": "Real Final Sales to Private Domestic Purchasers",
      "units": "Percent Change from Preceding Period",
      "url": "https://fred.stlouisfed.org/series/PB0000031A225NBEA"
    },
    {
      "attributes": "Fourth Quarter to Fourth Quarter Percent Change, Annual, Not Seasonally Adjusted",
      "frequency": "Annual",
      "observation_range": "2026 to 2029 (Sep 16)",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "series_id": "GDPC1CTM",
      "title": "FOMC Summary of Economic Projections for the Growth Rate of Real Gross Domestic Product, Central Tendency, Midpoint",
      "units": "Fourth Quarter to Fourth Quarter Percent Change",
      "url": "https://fred.stlouisfed.org/series/GDPC1CTM"
    },
    {
      "attributes": "Billions of Dollars, Annual, Not Seasonally Adjusted",
      "frequency": "Annual",
      "observation_range": "1929 to 2025 (May 28)",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "series_id": "A032RC1A027NBEA",
      "title": "National income",
      "units": "Billions of Dollars",
      "url": "https://fred.stlouisfed.org/series/A032RC1A027NBEA"
    },
    {
      "attributes": "Annualized Percent Change from Preceding Period, Monthly, Seasonally Adjusted",
      "frequency": "Monthly",
      "observation_range": "Jan 1960 to Jun 2026 (Aug 31)",
      "seasonal_adjustment": "Seasonally Adjusted",
      "series_id": "BBKMGDP",
      "title": "Brave-Butters-Kelley Real Gross Domestic Product",
      "units": "Annualized Percent Change from Preceding Period",
      "url": "https://fred.stlouisfed.org/series/BBKMGDP"
    },
    {
      "attributes": "Annualized Percent Change from Preceding Period, Quarterly, Seasonally Adjusted",
      "frequency": "Quarterly",
      "observation_range": "Q1 1960 to Q2 2026 (Aug 31)",
      "seasonal_adjustment": "Seasonally Adjusted",
      "series_id": "BBKQGDP",
      "title": "Brave-Butters-Kelley Real Gross Domestic Product",
      "units": "Annualized Percent Change from Preceding Period",
      "url": "https://fred.stlouisfed.org/series/BBKQGDP"
    },
    {
      "attributes": "Billions of Chained 2017 Dollars, Quarterly, Seasonally Adjusted Annual Rate",
      "frequency": "Quarterly",
      "observation_range": "Q1 1947 to Q2 2026 (Aug 26)",
      "seasonal_adjustment": "Seasonally Adjusted Annual Rate",
      "series_id": "A261RX1Q020SBEA",
      "title": "Real gross domestic income",
      "units": "Billions of Chained 2017 Dollars",
      "url": "https://fred.stlouisfed.org/series/A261RX1Q020SBEA"
    },
    {
      "attributes": "Billions of Chained 2017 Dollars, Annual, Not Seasonally Adjusted",
      "frequency": "Annual",
      "observation_range": "1929 to 2025 (May 28)",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "series_id": "A261RX1A020NBEA",
      "title": "Real gross domestic income",
      "units": "Billions of Chained 2017 Dollars",
      "url": "https://fred.stlouisfed.org/series/A261RX1A020NBEA"
    },
    {
      "attributes": "Billions of Dollars, Quarterly, Not Seasonally Adjusted",
      "frequency": "Quarterly",
      "observation_range": "Q1 1949 to Q4 2036 (Feb 27)",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "series_id": "NGDPPOT",
      "title": "Nominal Potential Gross Domestic Product",
      "units": "Billions of Dollars",
      "url": "https://fred.stlouisfed.org/series/NGDPPOT"
    },
    {
      "attributes": "Percent Change from Preceding Period, Quarterly, Seasonally Adjusted Annual Rate",
      "frequency": "Quarterly",
      "observation_range": "Q2 1947 to Q2 2026 (Aug 26)",
      "seasonal_adjustment": "Seasonally Adjusted Annual Rate",
      "series_id": "PB0000091Q225SBEA",
      "title": "Real Average of GDP and GDI",
      "units": "Percent Change from Preceding Period",
      "url": "https://fred.stlouisfed.org/series/PB0000091Q225SBEA"
    },
    {
      "attributes": "Billions of Chained 2017 Dollars, Quarterly, Seasonally Adjusted Annual Rate",
      "frequency": "Quarterly",
      "observation_range": "Q1 1947 to Q2 2026 (Aug 26)",
      "seasonal_adjustment": "Seasonally Adjusted Annual Rate",
      "series_id": "LB0000091Q020SBEA",
      "title": "Real Average of GDP and GDI",
      "units": "Billions of Chained 2017 Dollars",
      "url": "https://fred.stlouisfed.org/series/LB0000091Q020SBEA"
    },
    {
      "attributes": "Percent Change from Quarter One Year Ago, Quarterly, Seasonally Adjusted Annual Rate",
      "frequency": "Quarterly",
      "observation_range": "Q1 1948 to Q2 2026 (Aug 26)",
      "seasonal_adjustment": "Seasonally Adjusted Annual Rate",
      "series_id": "PE0000091Q156NBEA",
      "title": "Real Average of GDP and GDI",
      "units": "Percent Change from Quarter One Year Ago",
      "url": "https://fred.stlouisfed.org/series/PE0000091Q156NBEA"
    },
    {
      "attributes": "Billions of Chained 2017 Dollars, Annual, Not Seasonally Adjusted",
      "frequency": "Annual",
      "observation_range": "1929 to 2025 (May 28)",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "series_id": "LB0000091A020NBEA",
      "title": "Real Average of GDP and GDI",
      "units": "Billions of Chained 2017 Dollars",
      "url": "https://fred.stlouisfed.org/series/LB0000091A020NBEA"
    },
    {
      "attributes": "Percent Change from Preceding Period, Annual, Not Seasonally Adjusted",
      "frequency": "Annual",
      "observation_range": "1930 to 2025 (May 28)",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "series_id": "PB0000091A225NBEA",
      "title": "Real Average of GDP and GDI",
      "units": "Percent Change from Preceding Period",
      "url": "https://fred.stlouisfed.org/series/PB0000091A225NBEA"
    },
    {
      "attributes": "Fourth Quarter to Fourth Quarter Percent Change, Annual, Not Seasonally Adjusted",
      "frequency": "Annual",
      "observation_range": "2026 to 2029 (Sep 16)",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "series_id": "GDPC1MD",
      "title": "FOMC Summary of Economic Projections for the Growth Rate of Real Gross Domestic Product, Median",
      "units": "Fourth Quarter to Fourth Quarter Percent Change",
      "url": "https://fred.stlouisfed.org/series/GDPC1MD"
    },
    {
      "attributes": "Billions of Dollars, Annual, Not Seasonally Adjusted",
      "frequency": "Annual",
      "observation_range": "1929 to 2025 (Apr 9)",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "series_id": "A027RC1A027NBEA",
      "title": "Net national product",
      "units": "Billions of Dollars",
      "url": "https://fred.stlouisfed.org/series/A027RC1A027NBEA"
    },
    {
      "attributes": "Billions of Dollars, Quarterly, Seasonally Adjusted Annual Rate",
      "frequency": "Quarterly",
      "observation_range": "Q1 1947 to Q2 2026 (Aug 26)",
      "seasonal_adjustment": "Seasonally Adjusted Annual Rate",
      "series_id": "A027RC1Q027SBEA",
      "title": "Net national product",
      "units": "Billions of Dollars",
      "url": "https://fred.stlouisfed.org/series/A027RC1Q027SBEA"
    },
    {
      "attributes": "Standard Deviations, Monthly, Seasonally Adjusted",
      "frequency": "Monthly",
      "observation_range": "Jan 1960 to Jul 2026 (Aug 31)",
      "seasonal_adjustment": "Seasonally Adjusted",
      "series_id": "BBKMLEIX",
      "title": "Brave-Butters-Kelley Leading Index",
      "units": "Standard Deviations",
      "url": "https://fred.stlouisfed.org/series/BBKMLEIX"
    },
    {
      "attributes": "Standard Deviations, Quarterly, Seasonally Adjusted",
      "frequency": "Quarterly",
      "observation_range": "Q1 1960 to Q2 2026 (Aug 31)",
      "seasonal_adjustment": "Seasonally Adjusted",
      "series_id": "BBKQLEIX",
      "title": "Brave-Butters-Kelley Leading Index",
      "units": "Standard Deviations",
      "url": "https://fred.stlouisfed.org/series/BBKQLEIX"
    },
    {
      "attributes": "Billions of Dollars, Quarterly, Seasonally Adjusted Annual Rate",
      "frequency": "Quarterly",
      "observation_range": "Q1 1947 to Q2 2026 (Aug 26)",
      "seasonal_adjustment": "Seasonally Adjusted Annual Rate",
      "series_id": "CBI",
      "title": "Change in Private Inventories",
      "units": "Billions of Dollars",
      "url": "https://fred.stlouisfed.org/series/CBI"
    },
    {
      "attributes": "Millions of Dollars, Quarterly, Not Seasonally Adjusted",
      "frequency": "Quarterly",
      "observation_range": "Q1 1947 to Q2 2026 (Aug 26)",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "series_id": "NA000373Q",
      "title": "Change in Private Inventories",
      "units": "Millions of Dollars",
      "url": "https://fred.stlouisfed.org/series/NA000373Q"
    },
    {
      "attributes": "Billions of Dollars, Annual, Not Seasonally Adjusted",
      "frequency": "Annual",
      "observation_range": "1929 to 2025 (Apr 9)",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "series_id": "CBIA",
      "title": "Change in Private Inventories",
      "units": "Billions of Dollars",
      "url": "https://fred.stlouisfed.org/series/CBIA"
    },
    {
      "attributes": "Billions of Dollars, Annual, Not Seasonally Adjusted",
      "frequency": "Annual",
      "observation_range": "1929 to 2025 (May 28)",
      "seasonal_adjustment": "Not Seasonally Adjusted",
      "series_id": "X032RC1A027NBEA",
      "title": "Net national factor income",
      "units": "Billions of Dollars",
      "url": "https://fred.stlouisfed.org/series/X032RC1A027NBEA"
    }
  ],
  "url": "https://fred.stlouisfed.org/categories/106"
}

Use cases

4

Built-in skills that call FRED (Federal Reserve Economic Data).

Uses CME Group FedWatch and market data, FRED (Federal Reserve Economic Data), ACIS (NOAA Regional Climate Centers), Element 84 Earth Search (Sentinel-2 L2A)Farm operating loan stress testUse when an agricultural loan officer is renewing a farm operating line and wants to stress the borrower's crop revenue. Reads futures prices for the borrower's crops, the interest rate path, season rainfall against normal at the farm, and satellite vegetation indices on key fields, then frames downside scenarios.5 capabilitiesUse
Uses BLS labor statistics, FRED (Federal Reserve Economic Data), XE currency data, MSC shipment tracking and schedulesImported ingredient cost pass-throughUse when a food manufacturer's procurement manager is deciding how much of an imported ingredient's cost rise to pass on. Reads consumer and import price indexes for the category, the supplier currency against the dollar, ocean sailing options and transit times from origin, then frames the pass-through decision.8 capabilitiesUse
Uses Alberta Utilities Commission, FRED (Federal Reserve Economic Data)Alberta utility rate application intervention prepUse when a consumer advocate or regulatory analyst intervening at the Alberta Utilities Commission is preparing on a utility's rate application. Finds the open proceeding, its filings and the decision text of the last comparable case, the hearing calendar, and inflation to test the requested increase, then lists issues to raise.7 capabilitiesUse
Uses NHTSA vPIC vehicle decoder, NHTSA, Kelley Blue Book, CarGurus, FRED (Federal Reserve Economic Data)+1Auto loan collateral value checkUse when an auto loan underwriter is checking whether the vehicle behind a loan application supports the amount requested. Decodes the VIN, reads book values, compares the dealer's price with market value for similar listings, checks for open recalls, and reads current auto loan rates, then states the loan-to-value position.6 capabilitiesUse

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