This dataset contains the textual data of Federal Reserve FOMC meetings statements and minutes.

Column description

• Date - Date of the FOMC meeting.
• Release Date - Release date of the statement/minutes. Note that minutes are usually released with a ~3 week lag from the meeting date.
• Type - Communication type, either a statement or minutes.
• Text - The text content of each communication release.

Update schedule

This dataset is updated on a weekly basis with new data sourced from the Federal Reserve website.

United States - FOMC Summary of Economic Projections for the Growth Rate of Real Gross Domestic Product, Range, Midpoint was 1.55000 Fourth Qtr. to Fourth Qtr. % Chg. in January of 2027, according to the United States Federal Reserve. Historically, United States - FOMC Summary of Economic Projections for the Growth Rate of Real Gross Domestic Product, Range, Midpoint reached a record high of 5.55000 in January of 2021 and a record low of -2.15000 in January of 2020. Trading Economics provides the current actual value, an historical data chart and related indicators for United States - FOMC Summary of Economic Projections for the Growth Rate of Real Gross Domestic Product, Range, Midpoint - last updated from the United States Federal Reserve on July of 2025.

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.

The inflation rate in the United States declined significantly between June 2022 and May 2025, despite rising inflationary pressures towards the end of 2024. The peak inflation rate was recorded in June 2022, at *** percent. In August 2023, the Federal Reserve's interest rate hit its highest level during the observed period, at **** percent, and remained unchanged until September 2024, when the Federal Reserve implemented its first rate cut since September 2021. By January 2025, the rate dropped to **** percent, signalling a shift in monetary policy. What is the Federal Reserve interest rate? The Federal Reserve interest rate, or the federal funds rate, is the rate at which banks and credit unions lend to and borrow from each other. It is one of the Federal Reserve's key tools for maintaining strong employment rates, stable prices, and reasonable interest rates. The rate is determined by the Federal Reserve and adjusted eight times a year, though it can be changed through emergency meetings during times of crisis. The Fed doesn't directly control the interest rate but sets a target rate. It then uses open market operations to influence rates toward this target. Ways of measuring inflation Inflation is typically measured using several methods, with the most common being the Consumer Price Index (CPI). The CPI tracks the price of a fixed basket of goods and services over time, providing a measure of the price changes consumers face. At the end of 2023, the CPI in the United States was ****** percent, up from ****** a year earlier. A more business-focused measure is the producer price index (PPI), which represents the costs of firms.

The benchmark interest rate in the United States was last recorded at 4.50 percent. This dataset provides the latest reported value for - United States Fed Funds Rate - plus previous releases, historical high and low, short-term forecast and long-term prediction, economic calendar, survey consensus and news.

FOMC Meeting Policy Statements Dataset (Year 2000+, updated monthly)

  Overview

This dataset contains the policy statements released by the Federal Open Market Committee (FOMC) following each of its meetings from year 2000 onwords. The FOMC, a component of the U.S. Federal Reserve System, determines monetary policy in the United States. The statements provide insights into the committee’s policy decisions, economic outlook, and forward guidance.

  Background on Policy… See the full description on the dataset page: https://huggingface.co/datasets/Coding-Fish/fomc-statements.

Graph and download economic data for Federal Funds Target Range - Upper Limit (DFEDTARU) from 2008-12-16 to 2025-07-20 about federal, interest rate, interest, rate, and USA.

In January 2000, the Federal Open Market Committee (FOMC) instituted the practice of issuing a "balance of risks" statement along with their policy decision immediately following each FOMC meeting. The authors evaluate the use of the balance-of-risks statement and the market's interpretation of it. They find that the balance-of-risks statement is one of the factors that market participants use to determine the likelihood that the FOMC will adjust its target for the federal funds rate at their next meeting. Moreover, they find that, on some occasions, the FOMC behaved in such a way as to encourage the use of the balance-of-risks statement for this purpose. The clarifying statements that sometimes accompany these balance-of-risks statements, as well as general remarks made by the Chairman and other FOMC members, often provide additional useful information.

United States - FOMC Summary of Economic Projections for the Fed Funds Rate, Range, Midpoint was 3.25% in January of 2027, according to the United States Federal Reserve. Historically, United States - FOMC Summary of Economic Projections for the Fed Funds Rate, Range, Midpoint reached a record high of 5.40 in January of 2023 and a record low of 0.10 in January of 2020. Trading Economics provides the current actual value, an historical data chart and related indicators for United States - FOMC Summary of Economic Projections for the Fed Funds Rate, Range, Midpoint - last updated from the United States Federal Reserve on July of 2025.

The Senior Loan Officer Opinion Survey on Bank Lending Practices (SLOOS) surveys up to 80 large domestic banks and 24 U.S. branches and agencies of foreign banks. The Federal Reserve generally conducts the survey quarterly, timing it so that results are available for the January/February, April/May, August, and October/November meetings of the Federal Open Market Committee (FOMC). The Federal Reserve occasionally conducts one or two additional surveys during the year. Questions cover changes in the standards and terms of the banks' lending and the state of business and household demand for loans. The survey often includes questions on other topics of current interest. The survey results are released on Mondays after the FOMC meeting.

Label Interpretation

LABEL_2: NeutralLABEL_1: HawkishLABEL_0: Dovish

  Citation and Contact Information





  Cite

Please cite our paper if you use any code, data, or models. @inproceedings{shah-etal-2023-trillion, title = "Trillion Dollar Words: A New Financial Dataset, Task {&} Market Analysis", author = "Shah, Agam and Paturi, Suvan and Chava, Sudheer", booktitle = "Proceedings of the 61st Annual Meeting of the Association for… See the full description on the dataset page: https://huggingface.co/datasets/gtfintechlab/fomc_communication.

Graph and download economic data for Employed full time: Wage and salary workers: Meeting, convention, and event planners occupations: 16 years and over: Women (LEU0257857600A) from 2011 to 2024 about conventional, occupation, females, full-time, salaries, workers, 16 years +, wages, employment, and USA.

The Senior Loan Officer Opinion Survey on Bank Lending Practices (SLOOS) surveys up to 80 large domestic banks and 24 U.S. branches and agencies of foreign banks. The Federal Reserve generally conducts the survey quarterly, timing it so that results are available for the January/February, April/May, August, and October/November meetings of the Federal Open Market Committee (FOMC). The Federal Reserve occasionally conducts one or two additional surveys during the year. Questions cover changes in the standards and terms of the banks' lending and the state of business and household demand for loans. The survey often includes questions on other topics of current interest. The survey results are released on Mondays after the FOMC meeting.

Graph and download economic data for CSBS Community Bank Sentiment, Business Conditions Index (CBSIBC) from Q2 2019 to Q2 2025 about community, business sentiment, banks, depository institutions, indexes, and USA.

Textual Time Series Dataset for finetuning / pretraining. Json version of original dataset. Original Dataset : https://www.kaggle.com/datasets/vladtasca/fomc-meeting-statements-and-minutes

Report on operations of the Board during the year. Provides minutes of Federal Open Market Committee meetings, financial statements of the Board and combined financial statements of the Reserve Banks, financial statements for Federal Reserve priced services, information on other services provided by the Reserve Banks, directories of Federal Reserve officials and advisory committees, statistical tables, and maps showing the System's District and Branch boundaries. Also known as Policy Action Summaries.

Daily Federal Funds Rate from 1928-1954 (https://fred.stlouisfed.org/categories/33951).

The federal funds rate is the interest rate at which depository institutions trade federal funds (balances held at Federal Reserve Banks) with each other overnight. When a depository institution has surplus balances in its reserve account, it lends to other banks in need of larger balances. In simpler terms, a bank with excess cash, which is often referred to as liquidity, will lend to another bank that needs to quickly raise liquidity. (1) The rate that the borrowing institution pays to the lending institution is determined between the two banks; the weighted average rate for all of these types of negotiations is called the effective federal funds rate.(2) The effective federal funds rate is essentially determined by the market but is influenced by the Federal Reserve through open market operations to reach the federal funds rate target.(2) The Federal Open Market Committee (FOMC) meets eight times a year to determine the federal funds target rate. As previously stated, this rate influences the effective federal funds rate through open market operations or by buying and selling of government bonds (government debt).(2) More specifically, the Federal Reserve decreases liquidity by selling government bonds, thereby raising the federal funds rate because banks have less liquidity to trade with other banks. Similarly, the Federal Reserve can increase liquidity by buying government bonds, decreasing the federal funds rate because banks have excess liquidity for trade. Whether the Federal Reserve wants to buy or sell bonds depends on the state of the economy. If the FOMC believes the economy is growing too fast and inflation pressures are inconsistent with the dual mandate of the Federal Reserve, the Committee may set a higher federal funds rate target to temper economic activity. In the opposing scenario, the FOMC may set a lower federal funds rate target to spur greater economic activity. Therefore, the FOMC must observe the current state of the economy to determine the best course of monetary policy that will maximize economic growth while adhering to the dual mandate set forth by Congress. In making its monetary policy decisions, the FOMC considers a wealth of economic data, such as: trends in prices and wages, employment, consumer spending and income, business investments, and foreign exchange markets. The federal funds rate is the central interest rate in the U.S. financial market. It influences other interest rates such as the prime rate, which is the rate banks charge their customers with higher credit ratings. Additionally, the federal funds rate indirectly influences longer- term interest rates such as mortgages, loans, and savings, all of which are very important to consumer wealth and confidence.(2) References (1) Federal Reserve Bank of New York. "Federal funds." Fedpoints, August 2007. (2) Board of Governors of the Federal Reserve System. "Monetary Policy (https://www.federalreserve.gov/monetarypolicy.htm)".

For questions on the data, please contact the data source (https://www.federalreserve.gov/apps/ContactUs/feedback.aspx?refurl=/releases/h15/%). For questions on FRED functionality, please contact us here (https://fred.stlouisfed.org/contactus/).

Graph and download economic data for CSBS Community Bank Sentiment, Operations Expansion Index (CBSIOE) from Q2 2019 to Q1 2025 about community, business sentiment, operating, banks, depository institutions, indexes, and USA.

Dataset adapted from original work by Shah et al.

  About Dataset

The dataset is a collection of sentences from FOMC speeches, meeting minutes and press releases (see corresponding paper). A subset of the data has been manually annotated as hawkish, dovish, or neutral.

  Label mapping

LABEL 2: Neutral LABEL 1: Hawkish LABEL 0: Dovish

  Counterfactual generation split

Additionally, for counterfactual generation tasks, we add a custom split with target classes in… See the full description on the dataset page: https://huggingface.co/datasets/TextCEsInFinance/fomc-communication-counterfactual.

Meeting transcripts from the Federal Prevailing Rate Advisory Committee (FPRAC), which studies the prevailing (market) rate system for wages and other matters pertinent to the establishment of prevailing rates.