The benchmark interest rate in the United States was last recorded at 3.75 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.

Graph and download economic data for FOMC Summary of Economic Projections for the Fed Funds Rate, Median (FEDTARMD) from 2026 to 2028 about projection, federal, median, rate, and USA.

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:

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

🏛️ Federal Reserve Document Scraper

1. Dataset description

This repository contains code for downloading and organizing Federal Reserve documents from the official Federal Reserve Board website.

These files were used as part of my NLP project. While collecting data, my data collection code is inspired by centralbank_analysis by yukit-k. However, that implementation had some limitations:

❌ Incomplete handling of newer HTML structures on the Fed website

❌ No support for Greenbook/Tealbook files

❌ File naming and folder structure not ideal for downstream processing

❌ No handling of failed downloads or noisy formatting

So I made som key Improvements:

✅ Supports both Greenbook and Minutes. You can choose which type to download

✅ Automatic directory organization. Files are saved using a consistent format as:

FOMC_[document type]_YYYY-MM-DD

✅ Duplicate check & resume support: Prevents redundant downloads and handles broken links gracefully

✅ Modular and extensible codebase Easy to extend for other Fed documents (e.g., SEP, transcripts)

2. Data detail

This repository contains modules for downloading and processing various official publications of the Federal Open Market Committee (FOMC). These documents, produced and released by the Federal Reserve, provide detailed insight into U.S. monetary policy formation, communication, and economic analysis over time.

Below is a reference guide to the major FOMC document types represented in this repository.

📅 FomcAgenda.py – Meeting Agendas

Agendas are created by the FOMC Secretariat in coordination with the Chair and outline the topics of discussion for each meeting, including standard items (e.g., open market operations, economic outlook) and special topics. Participants receive the agenda about one week in advance.

📄 FomcStatement.py – Policy Statements

FOMC statements are brief summaries of monetary policy decisions released immediately after each meeting. These statements have become a key communication tool since 1994 and are now issued after every scheduled meeting, even if policy remains unchanged.

📝 FomcMinutes.py – Meeting Minutes

Minutes provide a concise, narrative summary of policy discussions and rationales. Since 2004, they are released three weeks after each meeting. The minutes include details on voting outcomes and dissenting views, and are eventually included in the Fed’s Annual Report.

🧾 FomcPresConfScript.py – Press Conference Transcripts

Beginning in 2011, the Fed Chair has held press conferences following certain FOMC meetings. These transcripts document the Chair’s remarks and responses to journalists, offering additional context and forward guidance. Released shortly after the meeting.

🗣️ FomcMeetingScript.py – Meeting Transcripts

Verbatim transcripts of FOMC meetings, produced from audio recordings and lightly edited for readability. They are released with a 5-year delay. For meetings prior to 1994, transcripts were reconstructed from raw records and may contain transcription uncertainties.

📚 FomcGreenbook.py – Greenbook (1964–2010)

The Greenbook, officially titled Current Economic and Financial Conditions, was prepared by Board staff and delivered to FOMC members six days before each meeting. It provided forecasts, data analyses, and economic outlooks.

Part 1: Summary and forecast

Part 2: Detailed breakdowns

Supplement: Late-breaking updates

📘 FomcBlueBook.py – Bluebook (1965–2010)

The Bluebook, titled Monetary Policy Alternatives, outlined potential policy options and risks. It was distributed shortly after the Greenbook and informed FOMC decisions. The document evolved from earlier versions like Money Market and Reserve Relationships.

🧠 FomcTealbook.py – Tealbook (2010–Present)

The Tealbook replaced both the Greenbook and Bluebook in June 2010. It is split into two parts:

Tealbook A: Current Situation and Outlook — Forecasts and financial developments

Tealbook B: Strategies and Alternatives — Policy options and simulations

Both are released with a 5-year lag.

📙 FomcBeigeBook.py – Beige Book

The Beige Book, published eight times a year, summarizes anecdotal economic conditions across the 12 Federal Reserve Districts. Based on business surveys, interviews, and internal reports, it is released ~two weeks before each meeting.

🧾 FomcTestimony.py – Testimony before Congress

This includes the Chair’s Semiannual Monetary Policy Report to Congress and other testimonies. These communications explain the Fed’s outlook and policies directly to lawmakers and the public.

📚 References

Federal Reserve – FOMC Archive

Wikipedia – Federal Open Market Committee

Graph and download economic data for Federal Funds Target Range - Upper Limit (DFEDTARU) from 2008-12-16 to 2026-03-28 about federal, interest rate, interest, rate, and USA.

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 Statements & Minutes

This repository automatically scrapes and aggregates the Federal Reserve FOMC meeting statements and minutes - creating a dataset that enables tracking US monetary policy changes through time. It works by polling the website of the U.S. Federal Reserve on a periodic basis and scraping the new statements and minutes as they become available. The scraper runs in a scheduled GitHub Actions workflow, which is available here. The dataset begins in the… See the full description on the dataset page: https://huggingface.co/datasets/vtasca/fomc-statements-minutes.

The inflation rate in the United States declined significantly between June 2022 and October 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 February 2026, the rate dropped to **** percent. 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. By mid 2024, 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.

Text data from the documents surrounding Federal Open Market Committee meetings. Data is scraped from the Federal Reserve website using a web scraper I made using the Scrapy framework which can be found on GitHub at https://github.com/rw19842/Fed-Scraper.

United States - FOMC Summary of Economic Projections for the Fed Funds Rate, Median was 3.10% in January of 2028, according to the United States Federal Reserve. Historically, United States - FOMC Summary of Economic Projections for the Fed Funds Rate, Median 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, Median - last updated from the United States Federal Reserve on March of 2026.

United States - FOMC Summary of Economic Projections for the Growth Rate of Real Gross Domestic Product, Range, Midpoint was 2.15000 Fourth Qtr. to Fourth Qtr. % Chg. in January of 2028, 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 March of 2026.

This data is for my Masters of Applied Data Science Capstone Project. Please see github.

Sources:

The data was gathered from: - Beige Books: link - Federal Open Market Committee (FOMC) dates: 2024-2018 and 1936-2018 (ex: 2000, change year in url) - Fed Funds Rate: link - SP500: link

(Brief) Background:

FOMC:

The Federal Open Market Committee (FOMC) meets eight times a year. During these meetings, members of the Federal Reserve discuss the current state of the economy and set the target for the federal funds rate. (What is the Federal Funds Rate?). The Federal Funds Rate has significant implications for the economy, as it influences the cost of borrowing money, inflation, unemployment, and more. Due to its importance, unexpected decisions at the FOMC meetings can lead to substantial market swings.

Beige Book:

Officially known as the “Summary of Commentary on Current Economic Conditions,” the Beige Books allows for each of the twelve Federal Reserve Districts to providing a regional perspective on economic conditions. The Beige Book is released two weeks prior to and is used by the Federal Open Market Committee (FOMC) as one of several inputs to inform their monetary policy decisions.

The following statement is from Jeff Schmid, president and CEO of the Federal Reserve Bank of Kansas City, regarding his vote at the Federal Open Market Committee’s October 28-29, 2025, meeting.

Remarks delivered to CFA Kansas City.

FOMC Meeting Minutes Dataset (Year 1993+, updated following each release)

Overview

This dataset contains the detailed minutes of the meetings held by the Federal Open Market Committee (FOMC) from 1993 onwards. The FOMC, a key component of the U.S. Federal Reserve System, is responsible for setting national monetary policy. The minutes provide a comprehensive record of the committee's discussions, including reviews of economic and financial conditions, deliberations on policy options, the range of participants' views, the rationale behind policy decisions, and the specific votes cast by each member. They offer significantly more detail than the policy statements released immediately after the meetings.

Background on Meeting Minutes

The minutes of each regularly scheduled meeting of the Committee provide a timely summary of significant policy issues addressed by meeting participants. The minutes record all decisions taken by the Committee with respect to these policy issues and explain the reasoning behind these decisions. From their emergence in their present form in February 1993 until December 2004, the minutes were published approximately three days after the Committee's subsequent meeting. In December 2004, the Committee decided to expedite the release of its minutes. Since then, the minutes have been made available to the public three weeks after the date of the policy decision, thus reducing the lag in their release by an average of about three weeks. The minutes are subsequently published in the Board's Annual Report.

Data Description

Each row in the dataset represents the minutes from a specific FOMC meeting. The dataset includes the following fields:

• Date: The last day of the FOMC meeting.
• Text: The full, official text of the meeting minutes, often including lists of attendees, summaries of staff reports, detailed accounts of committee discussions, policy directives, and voting records (including dissents).
• Chair: The Chair of the Federal Reserve who presided over the meeting documented in the minutes.

The benchmark interest rate in Japan was last recorded at 0.75 percent. This dataset provides - Japan Interest Rate - actual values, historical data, forecast, chart, statistics, economic calendar and news.

3.25% Current probability: 50% Yes. Trading volume: $0.00. Source: Kalshi. Related to TXN stock. Sector: Finance. Track real-time probability updates and historical price data.

5.00% Current probability: 50% Yes. Trading volume: $0.00. Source: Kalshi. Related to TXN stock. Sector: Finance. Track real-time probability updates and historical price data.

4.50% Current probability: 50% Yes. Trading volume: $0.00. Source: Kalshi. Related to TXN stock. Sector: Finance. Track real-time probability updates and historical price data.

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.