This dataset is about book subjects. It has 3 rows and is filtered where the books is Competition and monopoly in the Federal Reserve System, 1914-1951 : a micreconomics approach to monetary history. It features 10 columns including number of authors, number of books, earliest publication date, and latest publication date.

This dataset is comprised of forty-five entities that are part of the United States Federal Reserve System according to the United States Department of Treasury. The Federal Reserve System is comprised of twelve Federal Reserve Banks and twenty-five Federal Reserve Branches. This data set contains all of the banks and branches as well as some check processing centers and offices that are affiliated with the US Federal Reserve System. This dataset does not contain the Federal Reserve Headquarters in Washington DC because it is an 'Administration Only' location. There is an entity within this dataset that is also included in the HSIP Gold Bullion Repositories 2006 Q3 dataset as the entity is considered to be a bullion repository as well as a Federal Reserve. The currentness of this dataset is indicated by the more recent date of the [CONTDATE] attribute and/or the [GEODATE] attribute. Based upon these attributes the oldest record dates from 07/19/2006 and the newest record dates from 08/04/2006. The most current [CONTDATE] is the most current contact date as provided by TGS. Due to the sensitive nature of these entities, TGS did not make contact with the entities within this dataset during this processing.

The application currently consists of the following forms: • Application for Employment (FR 28), which collects information to determine the qualifications of applicants for employment with the Board (such as education and training, employment record, and other information since the time the applicant left high school), • Applicant’s Voluntary Self-Identification (FR 28s), which is an optional form that collects information on the applicant’s gender, race, and ethnicity, and • Research Assistant Candidate Survey of Interests and Computer Experience (FR 28i) if the applicant is applying for a position as a Research Assistant (RA), which collects information on the RA applicant’s level of interest in various economic topics and experience in different data analytics/programs.

The Federal Reserve Banks provide the Fedwire Funds Service, a real-time gross settlement system that enables participants to initiate funds transfer that are immediate, final, and irrevocable once processed. Depository institutions and certain other financial institutions that hold an account with a Federal Reserve Bank are eligible to participate in the Fedwire Funds Services. In 2008, approximately 7,300 participants made Fedwire funds transfers. The Fedwire Funds Service is generally used to make large-value, time-critical payments.The Fedwire Funds Service is a credit transfer service. Participants originate funds transfers by instructing a Federal Reserve Bank to debit funds from its own account and credit funds to the account of another participant. Participants may originate funds transfers online, by initiating a secure electronic message, or off line, via telephone procedures.

Homeland Infrastructure Foundation-Level Data (HIFLD) geospatial data sets containing information on US Federal Reserve Systems.

Content

More details about each file are in the individual file descriptions.

Context

This is a dataset from the Federal Reserve hosted by the Federal Reserve Economic Database (FRED). FRED has a data platform found here and they update their information according to the frequency that the data updates. Explore the Federal Reserve using Kaggle and all of the data sources available through the Federal Reserve organization page!

• Update Frequency: This dataset is updated daily.

Acknowledgements

This dataset is maintained using FRED's API and Kaggle's API.

Content

More details about each file are in the individual file descriptions.

Context

This is a dataset from the Federal Reserve hosted by the Federal Reserve Economic Database (FRED). FRED has a data platform found here and they update their information according to the frequency that the data updates. Explore the Federal Reserve using Kaggle and all of the data sources available through the Federal Reserve organization page!

• Update Frequency: This dataset is updated daily.

Acknowledgements

This dataset is maintained using FRED's API and Kaggle's API.

Cover photo by AbsolutVision on Unsplash
Unsplash Images are distributed under a unique Unsplash License.

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.

This data set is a digitized version of “All-Bank Statistics, United States, 1896-1955,” (ABS) which the Board of Governors of the Federal Reserve System published in 1959. That volume contained annual aggregate balance sheet aggregates for all depository institutions by state and class of institution for the years 1896 to 1955. The depository institutions include nationally chartered commercial banks, state chartered commercial banks, and private banks as well as mutual savings bank and building and loan societies. The data comes from the last business day of the year or the closest available data. This digital version of ABS contains all data in the original source and only data from the original source.This data set is similar to ICPSR 2393, “U.S. Historical Data on Bank Market Structure, ICPSR 2393” by Mark Flood. ICPSR 2393 reports data from ABS but excludes subcategories of data useful for analyzing the liquidity of bank balance sheets, the operation of financial markets, the functioning of the financial network, and depository institutions’ contribution to monetary aggregates. ICPSR 2393, for example, reports total cash assets from ABS but does not report the subcomponents of that total: bankers balances, cash in banks’ own vaults, and items in the process of collection. Those data are needed to understand how much liquidity banks kept on hand, how much liquidity banks stored in or hoped to draw from reserve depositories, and how much of the apparent cash in the financial system was double-counted checks in the process of collection, commonly called float. Those data are also needed to understand the contribution of commercial banks to the aggregate money supply since cash in banks’ vaults counts within monetary aggregates while interbank deposits and float do not. While this dataset provides comprehensive and complete data from ABS, ICPSR 2393 contains information from other sources that researchers may find valuable including data from the aggregate income statements of nationally chartered banks and regulatory variables. To facilitate the use of that information, the naming conventions in this data set are consistent with those in ICPSR 2393.

Note: The Board of Governors has discontinued the Survey of Terms of Business Lending (STBL) and the associated E.2 release. The final STBL was conducted in May 2017, and the final E.2 was released on August 2, 2017. The STBL has been replaced by a new Small Business Lending Survey that commenced in February 2018. The new survey is being managed and administered by the Federal Reserve Bank of Kansas City. Results from this new survey can be found here.

Dataset Summary

For dataset summary, please refer to https://huggingface.co/datasets/gtfintechlab/federal_reserve_system

  Additional Information

This dataset is annotated across three different tasks: Stance Detection, Temporal Classification, and Uncertainty Estimation. The tasks have four, two, and two unique labels, respectively. This dataset contains 1,000 sentences taken from the meeting minutes of the Federal Reserve System.

  Label Interpretation… See the full description on the dataset page: https://huggingface.co/datasets/gtfintechlab/federal_reserve_system.

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

Columns

• Date: The date of the FOMC meeting or statement release, provided in the YYYYMMDD format.
• Type: An indicator for the document type. A value of '0' signifies a statement, while '1' indicates meeting minutes.
• Text: The actual text content of each paragraph from the meeting minutes or statements.

Distribution

The dataset is typically provided in CSV file format. While specific total row or record counts are not detailed, the data contains a substantial volume of text from numerous documents across various dates.

Usage

This dataset is ideal for various analytical and research purposes, including: * Analysing the sentiment and tone of FOMC meeting minutes and statements over time. * Identifying key phrases and words that signify shifts in monetary policy. * Developing natural language processing (NLP) models to forecast future policy decisions based on historical data. * Investigating the relationship between FOMC meeting minutes/statements and financial market reactions.

Coverage

The dataset primarily covers the activities and discussions of the Federal Reserve's Federal Open Market Committee, making its scope relevant to US economic and financial policy. The data spans a specific, extended period of time, though precise start and end dates are not explicitly detailed in the general description. The listing indicates a global region for the dataset's availability.

License

CCO

Who Can Use It

This dataset is particularly valuable for: * Economists and financial analysts studying central bank policy and its impact. * Data scientists and NLP practitioners looking to build models based on financial text data. * Academic researchers investigating monetary policy, economic trends, and financial markets. * Journalists reporting on central banking and economic policy.

Dataset Name Suggestions

• Federal Reserve FOMC Documents
• US Monetary Policy Texts
• FOMC Meeting & Statement Archive
• Federal Reserve Policy Transcripts
• Central Bank Monetary Data

Attributes

Original Data Source: Federal Reserve FOMC Minutes & Statements Dataset

Content

More details about each file are in the individual file descriptions.

Context

This is a dataset from the Federal Reserve hosted by the Federal Reserve Economic Database (FRED). FRED has a data platform found here and they update their information according to the frequency that the data updates. Explore the Federal Reserve using Kaggle and all of the data sources available through the Federal Reserve organization page!

• Update Frequency: This dataset is updated daily.

Acknowledgements

This dataset is maintained using FRED's API and Kaggle's API.

Cover photo by Nathan Dumlao on Unsplash
Unsplash Images are distributed under a unique Unsplash License.

Content

More details about each file are in the individual file descriptions.

Context

This is a dataset from the Federal Reserve hosted by the Federal Reserve Economic Database (FRED). FRED has a data platform found here and they update their information according to the frequency that the data updates. Explore the Federal Reserve using Kaggle and all of the data sources available through the Federal Reserve organization page!

• Update Frequency: This dataset is updated daily.

Acknowledgements

This dataset is maintained using FRED's API and Kaggle's API.

Content

More details about each file are in the individual file descriptions.

Context

This is a dataset from the Federal Reserve hosted by the Federal Reserve Economic Database (FRED). FRED has a data platform found here and they update their information according to the frequency that the data updates. Explore the Federal Reserve using Kaggle and all of the data sources available through the Federal Reserve organization page!

• Update Frequency: This dataset is updated daily.

Acknowledgements

This dataset is maintained using FRED's API and Kaggle's API.

Cover photo by Copper and Wild on Unsplash
Unsplash Images are distributed under a unique Unsplash License.

The Agricultural Finance Databook is a compilation of various data on current developments in agricultural finance. Large portions of the data come from regular surveys conducted by the Board of Governors of the Federal Reserve System or by Federal Reserve Banks. Other portions come from the quarterly Call Report data of commercial banks or from the reports of other financial institutions involved in agricultural lending. This data is no longer published by the Federal Reserve Board. On October 1, 2010, the E.15 statistical release transitioned from the Board of Governors to the Federal Reserve Bank of Kansas City. You can now find the most current Agricultural Finance Databook at https://www.kansascityfed.org/research/indicatorsdata/agfinancedatabook.

The Financial Accounts of the United States includes data on transactions and levels of financial assets and liabilities, by sector and financial instrument; full balance sheets, including net worth, for households and nonprofit organizations, nonfinancial corporate businesses, and nonfinancial noncorporate businesses; Integrated Macroeconomic Accounts; and additional supplemental detail. These data are typically released during the second week of March, June, September, and December.

The Federal Reserve Act of 1913 created the Reserve Bank Organizing Committee which divided the counties of the United States into twelve Federal Reserve Districts each with its own Federal Reserve Bank. The size and vitality of these districts varied. Some were densely populated with substantial urban areas and large industries. Others were sparsely populated and largely rural with the preponderance of the population working in agriculture. Some grew rapidly. Others grew slowly. To help understand the Fed’s role in the evolution of the U.S. economy, we construct a dataset with estimated annual population in each Fed district from 1890 to 1950.

Central Bank Balance Sheet in the United States increased to 6661912 USD Million in July 9 from 6659598 USD Million in the previous week. This dataset provides - United States Central Bank Balance Sheet - actual values, historical data, forecast, chart, statistics, economic calendar and news.

The Federal Reserve Banks provide the National Settlement Service (NSS), which allows participants in private-sector clearing arrangements to exchange and settle transactions on a multilateral basis through designated master accounts held at the Federal Reserve Banks. There are approximately 17 NSS arrangements that have been established by financial market utilities, check clearinghouse associations, and automated clearinghouse networks.NSS provides an automated mechanism for submitting settlement files to the Federal Reserve Banks and reduces settlement risk to participants by granting settlement finality on settlement day. NSS also enables the clearing arrangements to manage and limit settlement risk by incorporating risk controls that are as robust as those used in the Fedwire Funds Service. Participants generally submit settlement files online, by initiating an electronic message.