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.

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 September of 2025.

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.

United States - FOMC Summary of Economic Projections for the Fed Funds Rate, Median was 3.10% in January of 2027, 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 September of 2025.

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.

US stock market update: Tech-led sell-off continues, Nasdaq drops 0.7% as AI stocks like Nvidia decline. Investors digest Target earnings and Fed minutes ahead of Powell's key Jackson Hole speech.

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.

THE GEOINQUIRIES™ COLLECTION FOR GOVERNMENT AND CIVICShttp://www.esri.com/geoinquiriesThe Esri GeoInquiry™ collection for Government and Civics contains 20 free, web-mapping activities that correspond and extend map-based concepts in leading middle school Government and Civics science textbooks. The activities use a standard inquiry-based instructional model, require about 15 minutes for a teacher to deliver, and are device agnostic. The activities harmonize with the C3 Framework. Fifteen activities are Level 1, requiring no login. Five activities are Level 2, requiring a login and use of the analysis tools in ArcGIS Online.All Government and Civics GeoInquiries™ can be found at: http://esriurl.com/govGeoInquiries All GeoInquiries™ can be found at: http://www.esri.com/geoinquiries

Graph and download economic data for Mean Commuting Time for Workers (5-year estimate) in Travis County, TX (B080ACS048453) from 2009 to 2023 about Travis County, TX; commuting time; Austin; workers; average; 5-year; TX; and USA.

Mean Commuting Time for Workers (5-year estimate) in Simpson County, MS was 30.22836 Minutes in January of 2023, according to the United States Federal Reserve. Historically, Mean Commuting Time for Workers (5-year estimate) in Simpson County, MS reached a record high of 35.73941 in January of 2017 and a record low of 29.16389 in January of 2022. Trading Economics provides the current actual value, an historical data chart and related indicators for Mean Commuting Time for Workers (5-year estimate) in Simpson County, MS - last updated from the United States Federal Reserve on July of 2025.

Graph and download economic data for Average Hourly Earnings of All Employees: Total Private in New York City, NY (SMU36935610500000003) from Jan 2007 to Jul 2025 about New York, NY, hours, earnings, private, employment, and USA.

A review of the stock market's mixed session, detailing key movers like Intel's 7% drop and Analog Devices' 6% gain, driven by Fed concerns and corporate news.

Mean Commuting Time for Workers (5-year estimate) in Forrest County, MS was 21.23752 Minutes in January of 2023, according to the United States Federal Reserve. Historically, Mean Commuting Time for Workers (5-year estimate) in Forrest County, MS reached a record high of 21.57927 in January of 2017 and a record low of 19.53682 in January of 2009. Trading Economics provides the current actual value, an historical data chart and related indicators for Mean Commuting Time for Workers (5-year estimate) in Forrest County, MS - last updated from the United States Federal Reserve on September of 2025.

Mean Commuting Time for Workers (5-year estimate) in Pike County, MS was 27.27339 Minutes in January of 2023, according to the United States Federal Reserve. Historically, Mean Commuting Time for Workers (5-year estimate) in Pike County, MS reached a record high of 27.27339 in January of 2023 and a record low of 23.22564 in January of 2012. Trading Economics provides the current actual value, an historical data chart and related indicators for Mean Commuting Time for Workers (5-year estimate) in Pike County, MS - last updated from the United States Federal Reserve on September of 2025.

Mean Commuting Time for Workers (5-year estimate) in Olmsted County, MN was 18.83289 Minutes in January of 2023, according to the United States Federal Reserve. Historically, Mean Commuting Time for Workers (5-year estimate) in Olmsted County, MN reached a record high of 18.84441 in January of 2021 and a record low of 16.53757 in January of 2009. Trading Economics provides the current actual value, an historical data chart and related indicators for Mean Commuting Time for Workers (5-year estimate) in Olmsted County, MN - last updated from the United States Federal Reserve on August of 2025.

Mean Commuting Time for Workers (5-year estimate) in Prentiss County, MS was 24.97037 Minutes in January of 2023, according to the United States Federal Reserve. Historically, Mean Commuting Time for Workers (5-year estimate) in Prentiss County, MS reached a record high of 26.64039 in January of 2019 and a record low of 21.21018 in January of 2009. Trading Economics provides the current actual value, an historical data chart and related indicators for Mean Commuting Time for Workers (5-year estimate) in Prentiss County, MS - last updated from the United States Federal Reserve on September of 2025.

Mean Commuting Time for Workers (5-year estimate) in Mille Lacs County, MN was 30.83165 Minutes in January of 2023, according to the United States Federal Reserve. Historically, Mean Commuting Time for Workers (5-year estimate) in Mille Lacs County, MN reached a record high of 30.98517 in January of 2022 and a record low of 28.02710 in January of 2010. Trading Economics provides the current actual value, an historical data chart and related indicators for Mean Commuting Time for Workers (5-year estimate) in Mille Lacs County, MN - last updated from the United States Federal Reserve on September of 2025.

Mean Commuting Time for Workers (5-year estimate) in Piatt County, IL was 23.67462 Minutes in January of 2023, according to the United States Federal Reserve. Historically, Mean Commuting Time for Workers (5-year estimate) in Piatt County, IL reached a record high of 24.81670 in January of 2014 and a record low of 21.60249 in January of 2009. Trading Economics provides the current actual value, an historical data chart and related indicators for Mean Commuting Time for Workers (5-year estimate) in Piatt County, IL - last updated from the United States Federal Reserve on September of 2025.

Mean Commuting Time for Workers (5-year estimate) in Leon County, FL was 20.66750 Minutes in January of 2023, according to the United States Federal Reserve. Historically, Mean Commuting Time for Workers (5-year estimate) in Leon County, FL reached a record high of 20.91405 in January of 2018 and a record low of 19.81803 in January of 2012. Trading Economics provides the current actual value, an historical data chart and related indicators for Mean Commuting Time for Workers (5-year estimate) in Leon County, FL - last updated from the United States Federal Reserve on August of 2025.

Mean Commuting Time for Workers (5-year estimate) in Gratiot County, MI was 24.61462 Minutes in January of 2023, according to the United States Federal Reserve. Historically, Mean Commuting Time for Workers (5-year estimate) in Gratiot County, MI reached a record high of 24.61462 in January of 2023 and a record low of 21.79071 in January of 2012. Trading Economics provides the current actual value, an historical data chart and related indicators for Mean Commuting Time for Workers (5-year estimate) in Gratiot County, MI - last updated from the United States Federal Reserve on July of 2025.