Graph and download economic data for 10-Year Real Interest Rate (REAINTRATREARAT10Y) from Jan 1982 to May 2025 about 10-year, interest rate, interest, real, rate, and USA.

This dataset represents a snapshot of the FRED catalog, captured on 2025-03-24.

What is FRED? As per the FRED website,

Short for Federal Reserve Economic Data, FRED is an online database consisting of hundreds of thousands of economic data time series from scores of national, international, public, and private sources. FRED, created and maintained by the Research Department at the Federal Reserve Bank of St. Louis, goes far beyond simply providing data: It combines data with a powerful mix of tools that help the user understand, interact with, display, and disseminate the data. In essence, FRED helps users tell their data stories. The purpose of this article is to guide the potential (or current) FRED user through the various aspects and tools of the database.

The FRED database is an abolute gold mine of economic data time series. Thousands of such series are published on the FRED website, organized by category and avialable for viewing and downloading. In fact, a number of these economic datasets have been uploaded to kaggle. With in the current notebook, however, we are not interested in the individual time series; rather, we are focused on catalog itself.

The FRED API has been used for gaining access to the catalog. The catalog consists of two files

• categories.csv - the heirarchy of categories used for organizing the time series
• series.csv - the list of avialable time series themselves

A given category is identified by a category_id. And, in a similar fashion, a given series is identified by a series_id. In a given category, one may find both a group of series and a set of sub-categories. As such every series record contains a category_id to identify the immediate category under which it is found category record contains a parent_id to indicate where in the category heirarchy it resides

Graph and download economic data for Secured Overnight Financing Rate (SOFR) from 2018-04-03 to 2025-06-05 about financing, overnight, securities, rate, and USA.

Graph and download economic data for Federal Funds Target Range - Upper Limit (DFEDTARU) from 2008-12-16 to 2025-06-08 about federal, interest rate, interest, rate, and USA.

Content

More details about each file are in the individual file descriptions.

Context

This is a dataset hosted by the Federal Reserve Economic Database (FRED). The organization has a data platform found here and they update their information according the amount of data that is brought in. Explore FRED using Kaggle and all of the data sources available through the FRED organization page!

• Update Frequency: This dataset is updated daily.

Acknowledgements

This dataset is maintained using FRED's APIs and Kaggle's API.

Cover photo by Abraham Osorio on Unsplash
Unsplash Images are distributed under a unique Unsplash License.

View data of the Effective Federal Funds Rate, or the interest rate depository institutions charge each other for overnight loans of funds.

Graph and download economic data for Overnight Bank Funding Rate (OBFR) from 2016-03-01 to 2025-06-05 about ibf, overnight, percentile, banks, depository institutions, rate, and USA.

Graph and download economic data for FOMC Summary of Economic Projections for the Fed Funds Rate, Median (FEDTARMD) from 2025 to 2027 about projection, federal, median, rate, and USA.

Graph and download economic data for Federal Outlays: Interest as Percent of Gross Domestic Product (FYOIGDA188S) from 1940 to 2024 about outlays, federal, percent, interest, GDP, and USA.

Graph and download economic data for Interest Rate on Reserve Balances (IORB Rate) (IORB) from 2021-07-29 to 2025-05-28 about reserves, interest rate, interest, rate, and USA.

Graph and download economic data for ICE BofA US Corporate Index Option-Adjusted Spread (BAMLC0A0CM) from 1996-12-31 to 2025-06-05 about option-adjusted spread, corporate, and USA.

Graph and download economic data for Employment Level - Men (LNS12000001) from Jan 1948 to May 2025 about males, 16 years +, household survey, employment, and USA.

Graph and download economic data for Federal government current expenditures: Interest payments (A091RC1Q027SBEA) from Q1 1947 to Q1 2025 about payments, expenditures, federal, government, interest, GDP, and USA.

Graph and download economic data for Longer Run FOMC Summary of Economic Projections for the Fed Funds Rate, Median (FEDTARMDLR) from 2012-01-25 to 2025-03-19 about projection, federal, median, rate, and USA.

Graph and download economic data for Bank Prime Loan Rate (DPRIME) from 1955-08-04 to 2025-06-05 about prime, loans, interest rate, banks, interest, depository institutions, rate, and USA.

Graph and download economic data for Labor Force Participation Rate - 25-54 Yrs. (LNS11300060) from Jan 1948 to Apr 2025 about 25 to 54 years, participation, civilian, labor force, labor, household survey, rate, and USA.

Graph and download economic data for Market Yield on U.S. Treasury Securities at 5-Year Constant Maturity, Quoted on an Investment Basis (DGS5) from 1962-01-02 to 2025-05-23 about maturity, Treasury, interest rate, interest, 5-year, rate, and USA.

Graph and download economic data for Market Yield on U.S. Treasury Securities at 2-Year Constant Maturity, Quoted on an Investment Basis (DGS2) from 1976-06-01 to 2025-06-05 about 2-year, maturity, Treasury, interest rate, interest, rate, and USA.

Graph and download economic data for Industrial Capacity: Total Index (CAPB50001SQ) from Q1 1967 to Q1 2025 about capacity, industry, indexes, and USA.

Graph and download economic data for 5-Year Breakeven Inflation Rate (T5YIE) from 2003-01-02 to 2025-06-06 about spread, interest rate, interest, 5-year, inflation, rate, and USA.