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.

License

CC0

Original Data Source: FOMC Meeting Statements & Minutes

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 June of 2025.

This dataset contains the text from Federal Reserve FOMC (Federal Open Market Committee) meeting minutes and statements, collected by scraping the Federal Reserve's website. The data spans a specific period of time, providing insights into the central bank's monetary policy decisions and discussions.

Content The dataset consists of the following columns:

Date: The date of the FOMC meeting or statement release in the format YYYYMMDD. Type: Indicator for the type of document. 0 represents a statement, while 1 represents meeting minutes. Text: The text content of each paragraph in the meeting minutes or statements. Acknowledgements The data is collected from the official Federal Reserve website (https://www.federalreserve.gov) using a custom Python scraper built with BeautifulSoup.

Inspiration This dataset can be used for various purposes, such as:

Analyzing the sentiment and tone of FOMC meeting minutes and statements over time. Identifying key phrases and words that indicate changes in monetary policy. Developing natural language processing models to predict future policy decisions based on historical data. Investigating the relationship between FOMC meeting minutes/statements and financial market reactions.

Original Data Source: Federal Reserve FOMC Minutes & Statements Dataset

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.

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.

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.

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.

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.

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 June of 2025.

Graph and download economic data for Federal Funds Target Range - Upper Limit (DFEDTARU) from 2008-12-16 to 2025-06-30 about federal, interest rate, interest, rate, 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.

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.

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.

Federal Open Market Committee (FOMC) projections are important because they provide information for evaluating current monetary policy intentions and because they indicate what FOMC members think will be the likely consequence of their policies. Knowing the Fed's objectives, their forecasts, and recent deviations of the economy from the forecasts should be sufficient to understand how the Fed is making monetary policy. Results here show that the Blue Chip consensus forecasts are a good proxy for the FOMC views. For example, they match the policymakers' views as closely as do the Board staff forecasts presented at FOMC meetings. Using alternative forms of the Taylor rule, the authors show that the Blue Chip consensus and the Fed policymakers' forecasts have almost identical implications for the monetary policy process.

We introduce a new dataset of real gross domestic product (GDP) growth and core personal consumption expenditures (PCE) inflation forecasts produced by the staff of the Board of Governors of the Federal Reserve System. In contrast to the eight Greenbook forecasts a year the staff produce for Federal Open Market Committee (FOMC) meetings, our dataset has roughly weekly forecasts. We use these data to study whether the staff forecasts efficiently. Prespecified regressions of forecast errors on forecast revisions show the staff's GDP forecasts exhibit time-varying inefficiency between FOMC meetings, and also show some evidence for inefficient inflation forecasts.

From 1983 through 1999, policy directives issued by the Federal Open Market Committee (FOMC) contained a statement pertaining to possible future policy actions, which was known as the "symmetry," "tilt," or "bias" of the directive. In May 1999, the FOMC began to announce publicly the symmetry of its current directive. This resulted in much speculation about the meaning of asymmetric directives, which the FOMC had never officially defined. In this article, the authors. investigate three suggested interpretations: (1) Asymmetry was intended to convey likely changes in policy either between FOMC meetings or at the next meeting, (2) Asymmetry increased the chairman's authority to change policy in the direction indicated by the specified asymmetry, and (3) Asymmetric language was used primarily to build consensus among voting FOMC members. The authors find strong support in the implementation of monetary policy only for the consensus-building hypothesis.

The benchmark interest rate in Japan was last recorded at 0.50 percent. This dataset provides - Japan Interest Rate - actual values, historical data, forecast, chart, statistics, economic calendar and news.

Policy interest rates in the U.S. and Europe are forecasted to decrease gradually between 2024 and 2027, following exceptional increases triggered by soaring inflation between 2021 and 2023. The U.S. federal funds rate stood at **** percent at the end of 2023, the European Central Bank deposit rate at **** percent, and the Swiss National Bank policy rate at **** percent. With inflationary pressures stabilizing, policy interest rates are forecast to decrease in each observed region. The U.S. federal funds rate is expected to decrease to *** percent, the ECB refi rate to **** percent, the Bank of England bank rate to **** percent, and the Swiss National Bank policy rate to **** percent by 2025. An interesting aspect to note is the impact of these interest rate changes on various economic factors such as growth, employment, and inflation. The impact of central bank policy rates The U.S. federal funds effective rate, crucial in determining the interest rate paid by depository institutions, experienced drastic changes in response to the COVID-19 pandemic. The subsequent slight changes in the effective rate reflected the efforts to stimulate the economy and manage economic factors such as inflation. Such fluctuations in the federal funds rate have had a significant impact on the overall economy. The European Central Bank's decision to cut its fixed interest rate in June 2024 for the first time since 2016 marked a significant shift in attitude towards economic conditions. The reasons behind the fluctuations in the ECB's interest rate reflect its mandate to ensure price stability and manage inflation, shedding light on the complex interplay between interest rates and economic factors. Inflation and real interest rates The relationship between inflation and interest rates is critical in understanding the actions of central banks. Central banks' efforts to manage inflation through interest rate adjustments reveal the intricate balance between economic growth and inflation. Additionally, the concept of real interest rates, adjusted for inflation, provides valuable insights into the impact of inflation on the economy.

The benchmark interest rate in Mexico was last recorded at 8 percent. This dataset provides - Mexico Interest Rate - actual values, historical data, forecast, chart, statistics, economic calendar and news.

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.