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.

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.

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 FOMC Summary of Economic Projections for the Fed Funds Rate, Median (FEDTARMD) from 2025 to 2027 about projection, federal, median, 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 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 August of 2025.

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

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.

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 Federal Funds Target Range - Upper Limit (DFEDTARU) from 2008-12-16 to 2025-08-08 about federal, interest rate, interest, rate, 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.

The inflation rate in the United States declined significantly between June 2022 and June 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.

This week is crucial for global markets with key events like FOMC meetings, PCE data releases, and major earnings reports, potentially influencing market trends and investor strategies.

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.

This paper develops a measure of U. S. monetary policy shocks for the period 1969–1996 that is relatively free of endogenous and anticipatory movements. Quantitative and narrative records are used to infer the Federal Reserve's intentions for the federal funds rate around FOMC meetings. This series is regressed on the Federal Reserve's internal forecasts to derive a measure free of systematic responses to information about future developments. Estimates using the new measure indicate that policy has large, relatively rapid, and statistically significant effects on both output and inflation. The effects are substantially stronger and quicker than those obtained using conventional indicators.

I estimate the effects of FOMC announcements, post-FOMC press conferences, and speeches and Congressional testimony by the Fed Chair on stock prices, Treasury yields, and interest rate futures from 1988–2019. I show that for all but the very shortest-maturity interest rate futures, Fed Chair speeches are more important than FOMC announcements. My results suggest that the previous literature’s focus on FOMC announcements has ignored the most important source of variation in U.S. monetary policy.

ECB and FED Speeches

This data contains speeches from European Central Bank (ECB) and Federal Reserve (FED) executives, from 1996 to 2025.

  Mistral OCR

In addition to the text provided by the Bank of International Settlements (BIS), we also added a new textual column derived extracting information from the source PDF files using Mistral's OCR API. Page breaks are identified with the

---[PAGE_BREAK]---

string.

Hydrographic and Impairment Statistics (HIS) is a National Park Service (NPS) Water Resources Division (WRD) project established to track certain goals created in response to the Government Performance and Results Act of 1993 (GPRA). One water resources management goal established by the Department of the Interior under GRPA requires NPS to track the percent of its managed surface waters that are meeting Clean Water Act (CWA) water quality standards. This goal requires an accurate inventory that spatially quantifies the surface water hydrography that each bureau manages and a procedure to determine and track which waterbodies are or are not meeting water quality standards as outlined by Section 303(d) of the CWA. This project helps meet this DOI GRPA goal by inventorying and monitoring in a geographic information system for the NPS: (1) CWA 303(d) quality impaired waters and causes; and (2) hydrographic statistics based on the United States Geological Survey (USGS) National Hydrography Dataset (NHD). Hydrographic and 303(d) impairment statistics were evaluated based on a combination of 1:24,000 (NHD) and finer scale data (frequently provided by state GIS layers).

Abstract (en): This data collection was used in the book, "Committee Decisions on Monetary Policy: Evidence from Historical Records of the Federal Open Market Committee," by Henry Chappell, Rob Roy McGregor, and Todd Vermilyea, which examined the monetary policy preferences of members of the Federal Reserve's Federal Open Market Committee (FOMC) and the process by which its members' preferences were translated into policy decisions. Chapter 4 Data files related to Chapter 4 of the book are contained in: Ch04WebFiles.zip. See the readme file contained within that zip file for documentation. Chapter 5 All data described in Chapter 5 is subsequently employed in Chapters 6-8. Descriptions are provided below in the sections for those chapters. Chapter 6 Data files related to Chapter 6 are contained in Chapter06_Data_for_Web.zip. See the readme file contained within that zip file for documentation. Many data files for Chapter 6 are the same as those used in Chapter 7. More details are provided below for Chapter 7. Chapter 7 Data and programs for this chapter come from the JMCB article from which the chapter is drawn. Data files related to the JMCB article are contained in: ChappellMcGregorVermilyea_Data_011503.zip. See the JMCB.pdf file contained within that zip file for documentation. Section 7.5.2 of this chapter also uses data describing the order of speaking within meetings. We have used this data more extensively in our working paper, "The Persuasive Power of the Chairman: Arthur Burns and the FOMC." Data for that paper is provided in the: WEA_BeforeAfter_Data_Archive.zip. Chapter 8 Much of the data (and methods) used in Chapter 6 are used again in Chapter 8. Relevant data and program files and documentation are provided in: Chapter08_Data_for Web.zip. Funding insitution(s): National Science Foundation (SBR-9423095, 9422850, 9121941). These data are part of ICPSR's Publication-Related Archive and are distributed exactly as they arrived from the data depositor. ICPSR has not checked or processed this material. Users should consult the investigator(s) if further information is desired.