AndreaBozzo/ceres-open-data-index huggingface dataset:
Quarterly Prescription Drug Plan Formulary, Pharmacy Network, and Pricing Information

The Quarterly Prescription Drug Plan Formulary, Pharmacy Network, and Pricing Information files contain formulary, pharmacy network, and pricing data for Medicare Prescription Drug Plans and Medicare Advantage (MA) Prescription Drug Plans (with the exception of employer and Program of All-Inclusive Care for the Elderly plans).

 

These non-identifiable files are available on a quarterly basis and are comprised of the following tables:


	Plan Information - Information such as plan name, contract ID, plan ID, service area, and plan type.
	Geographic Locator - MA and Prescription Drug Plans region codes and county codes.
	Basic Drugs Formulary - Formulary details for each plan including National Drug Codes (NDCs), cost share tier level, and indicators for step therapy, quantity limits, and prior authorization.
	Excluded Drugs Formulary - Enhanced alternative plans may elect to provide a supplemental benefit and cover excluded drugs. File includes formulary details for excluded drugs that are covered by the plan (for enhanced alternative plans only).
	Beneficiary Cost - Plan level cost sharing details for preferred, non-preferred, and mail order network pharmacies.
	Pharmacy Network - National Provider Identifier (NPI) numbers for each network pharmacy including preferred, retail, and mail order indicators.
	Pricing - Plan level average monthly costs for formulary Part D drugs (note: this table is only available in the quarterly files).
	Indication Based Coverage Formulary File - Includes drugs covered based on FDA-approved indication for each plan.
	Insulin Beneficiary Cost File - Plan level cost sharing details for insulin at preferred, non-preferred and mail order network pharmacies.


 

These are large files and can take time to download. 

 

Please read the “Agreement for Use” in the Resources section below. This document contains important information regarding timeframes for obtaining data as well as data accuracy and integrity.

 

The Monthly Prescription Drug Plan Formulary and Pharmacy Network Information is also available to access for the monthly level information.

 

Please note:  The Part D benefit year information for plans become available in October of the year prior. For example, year 2025 data is available in the fourth quarter file of 2024. Year 2025 data continues to be available in the Q1-Q3 2025 files, then in the fourth quarter of 2025 year 2026 data becomes available. 

Estimated release dates for upcoming 2026 quarterly data (files reflect data for the quarter that ended the month before the file was released):


	1/28/26
	4/22/26
	7/29/26


Files older than contract year 2019 can be purchased.

Tags: all-other-provider-care-types, drugs, health-care-use-payments, medicare, medicare-advantage, medicare-prescription-drug
Organization: U.S. Department of Health & Human Services
TEAMER: Biofouling and Corrosion Study for a Novel Linear Guided Wave Energy Converter

This dataset contains data recordings used to generate the figures included in the Post Access Report for the TEAMER project "Biofouling and Corrosion Study for a Novel Linear Guided Wave Energy Converter". The overall objective of this project was to examine the reliability and performance of antibiofouling coatings used for a wave energy converter (WEC) developed by E-Wave Technologies. The particular coatings were selected for their low toxicity and potential compatibility with aquaculture. The aim of this work was to 1) test coating solutions to prevent biofouling growth and saltwater corrosion on the static (paddle and attachment frame surface) components of the WEC that are submerged, 2) determine adhesion of the coatings to system components.

Pacific Northwest National Laboratory (PNNL) prepared PE and SS substrates coated with the three paints and compared the performance against uncoated substrates when submerged in raw seawater for 3-, 6-, and 9-month (m) time periods. Results provide insight to aid with down-selection of commercial coatings under static conditions to support reliability of the WEC and potential maintenance schedules. This investigation was conducted using small coupon samples suspended in seawater and the development of testing rigs for dynamic component level testing is needed for future work.

Note: The Post Access Report is under revision and will be added to the submission once it is published. 


Tags: adhesion, antibiofouling, biofouling, coating, coating-solution, corrosion, coupon, data, dataset, energy, hydrokinetic, marine, mhk, performance, pnnl, power, raw-data, reliability, substrate, teamer, wave-energy-converter, wec
Organization: Department of Energy
Savings Association Holding Company Report

The Savings Association Holding Company Report (FR LL-(b)11) collects from certain savings and loan holding companies (SLHCs) information about their Securities and Exchange Commission (SEC) filings, reports, financial statements, and other exhibits that the Board requires. The Board uses this data to analyze the financial condition of respondent SLHCs, and assess regulatory compliance. The FR LL-(b)11 is filed quarterly based on the institution’s fiscal year, and also when there has been a material change in any of the information reported. The fourth quarter report also includes audited financial statements.

Tags: data-resource, financial-institutions-and-services, financial-statements, frs-collected-data, regulatory-reports, savings-and-loan-holding-companies-slhc
Organization: Board of Governors of the Federal Reserve System
Quarterly Report of Assets and Liabilities of Large Foreign Offices of U.S. Banks

U.S. commercial banks, bank holding companies, including financial holding companies, and Edge Act and agreement corporations (U.S. banks) are required to file the FR 2502q reporting form for their large branches and banking subsidiaries that are located in the United Kingdom or the Caribbean.

Tags: commercial-banks, data-resource, edge-act-and-agreement-corporations, financial-institutions-and-services, financial-statements, foreign-offices-of-u-s-banks, frs-collected-data, regulatory-reports
Organization: Board of Governors of the Federal Reserve System
Survey of Small Business and Farm Lending

The SSBFL is currently comprised of the Survey of Terms of Bank Lending to Farmers (FR 2028B), Prime Rate Supplement of the Survey of Terms of Lending (FR 2028S), and the Small Business Lending Survey (FR 2028D).  The FR 2028B collects information on farm loans made by commercial banks during a representative week. The collected data include price and nonprice terms. The respondents provide information on the stated rate of interest on the loan and the frequency with which interest is compounded, and other important loan terms, including loan size, commitment status, maturity, collateralization, the purpose of the loan and loan risk ratings. The FR 2028S, a companion report, collects institutions' prime interest rate for the days reported. The FR 2028D collects information on the availability and cost of loans to small businesses from domestically chartered commercial banks during each quarter. The survey provides unique quantitative and qualitative information on small business commercial and industrial (C&I) loans, including amounts, interest rates, terms, bank credit standards, applications and quality of applicants, and loan demand.  The Survey of Terms of Business Lending (FR 2028A) has been discontinued. The  final data collection for the FR 2028A was for the May 2017 survey week.

Tags: agriculture, data-resource, frs-collected-data, lending-terms, loans, small-and-medium-size-businesses
Organization: Board of Governors of the Federal Reserve System
Weekly Report of Selected Assets and Liabilities of Domestically Chartered Commercial Banks and U.S. Branches and Agencies of Foreign Banks

The FR 2644 is a balance sheet report that is collected as of each Wednesday from an authorized stratified sample of 875 domestically chartered commercial banks and U.S. branches and agencies of foreign banks. The FR 2644 is the only source of high-frequency data used in the analysis of current banking developments. The FR 2644 collects sample data that are used to estimate universe levels for the entire commercial banking sector in conjunction with data from the quarterly commercial bank Consolidated Reports of Condition and Income (FFIEC 031, FFIEC 041, and FFIEC 051; OMB No. 7100-0036) and the Report of Assets and Liabilities of U.S. Branches and Agencies of Foreign Banks (FFIEC 002; OMB No. 7100-0032) (Call Reports). Data from the FR 2644 and the Call Reports are utilized in construction of weekly estimates of U.S. bank credit, balance sheet data for the U.S. commercial banking sector, and sources and uses of banks' funds, and to analyze current banking developments, including the monitoring of broad credit and funding conditions. The Board publishes the data in aggregate form in the weekly H.8 statistical release, Assets and Liabilities of Commercial Banks in the United States, which is followed closely by other government agencies, the banking industry, financial press, and other users. The H.8 release provides a balance sheet for the commercial banking industry as a whole as well as disaggregated data for three bank groups: large domestically chartered banks, small domestically chartered banks, and U.S. branches and agencies of foreign banks.

Tags: bank-offices, commercial-banks, data-resource, financial-institutions-and-services, financial-markets, financial-statements, frs-collected-data, u-s-offices-of-foreign-banks
Organization: Board of Governors of the Federal Reserve System
Alaska island invasive plant survey data for Alaska Exotic Plants Information Clearinghouse, July 2024

Tabular data set summarizing detection and location of invasive plants on islands in Alaska Maritime National Wildlife Refuge between July 14, 2024 and July 31, 2024. Data has been reformatted from its original format to align with the Alaska Exotic Plants Information Clearinghouse (AKEPIC; https://accs.uaa.alaska.edu/invasive-species/non-native-plants/) submission template.

Tags: alaska, blowball, broadleaf-plantain, buckhorn-plantain, californian-thistle, canada-thistle, canadian-thistle, chenopodium-album, chickweed, cirsium-arvense, common-chickweed, common-dandelion, common-lambsquarters, common-plantain, common-sheep-sorrel, creeping-buttercup, creeping-thistle, dandelion, early-detection, european-mountain-ash, faceclock, field-sorrel, field-thistle, general-biology-invasive-species-invasive-exotic-animals, general-biology-invasive-species-invasive-exotic-plants, great-plantain, hieracium-aurantiacum, islands, lambsquarters, lambsquarters-goosefoot, leucanthemum-vulgare, meadow-buttercup, nodding-chickweed, orange-hawkweed, ox-eye-daisy, oxeye-daisy, oxeyedaisy, plantago-major, ranunculus-acris, ranunculus-repens, rapid-detection, red-clover, red-sorrel, rippleseed-plantain, rowan, rowan-berry, rumex-acetosella, sheep-sorrel, sorbus-aucuparia, stellaria-media, tall-buttercup, taraxacum-officinale, trifolium-pratense, white-goosefoot
Organization: Department of the Interior
Report of Institution-to-Aggregate Granular Data on Assets and Liabilities on an Immediate Counterparty Basis

The FR 2510 will collect granular exposure data on the assets, liabilities, and off-balance sheet holdings of U.S. G-SIBs, providing breakdowns by instrument, currency, maturity, and sector. The FR 2510 will also collect data covering detailed positions for each U.S. G-SIB’s top 35 countries of exposure, on an immediate-counterparty basis, as reported in the consolidated Country Exposure Report (FFIEC 009; OMB No. 7100-0035), broken out by instrument and counterparty sector, with limited further breakouts by remaining maturity, subject to a $2 billion minimum threshold for country exposure. Further, the FR 2510 will collect information on financial derivatives by instrument type and foreign exchange derivatives by currency. The FR 2510 will allow the Federal Reserve to conduct a more complete balance sheet analysis of U.S. G-SIBs. Additionally, the FR 2510 will provide the Federal Reserve with valuable systemic information through the collection of more granular data regarding common or correlated exposures and funding dependencies than is currently collected by existing reports by providing more information about U.S. G-SIBs’ consolidated exposures and funding positions to different countries according to instrument, counterparty sector, currency and remaining maturity.

Tags: country-risk, data-resource, derivatives, financial-institutions-and-services, financial-markets, financial-stability, foreign-exchange-fx-markets, frs-collected-data, risk, systemically-important-financial-institutions-sifi
Organization: Board of Governors of the Federal Reserve System
Single-Counterparty Credit Limits

The Board has implemented the Single-Counterparty Credit Limits (FR 2590) reporting form, associated notice requirements, and recordkeeping requirements. The FR 2590 is being implemented in connection with the Board’s single-counterparty credit limits rule (SCCL rule), which has been codified in the Board’s Regulation YY - Enhanced Prudential Standards (12 CFR 252). The information collected by the Single-Counterparty Credit Limits reporting form (FR 2590) will allow the Board to monitor a covered company’s or a covered foreign entity’s compliance with the SCCL rule. A covered company is any U.S. bank holding company (BHC) or savings and loan holding company (SLHC) that is subject to Category I, II, or III standards. A covered foreign entity is a foreign banking organization (FBO) that is subject to Category II or III standards or that has total global consolidated assets of $250 billion or more, and any U.S. intermediate holding company (IHC) that is subject to Category II or III standards. In addition to the FR 2590 report, the FR 2590 information collection incorporates notice requirements pertaining to requests that may be made by a covered company or covered foreign entity to request temporary relief from specific requirements of the SCCL rule. A respondent must retain one exact copy of each completed FR 2590 report in electronic form and these records must be kept for at least three years.

Tags: bank-holding-companies-bhc, credit-risk, data-resource, financial-institutions-and-services, foreign-banking-organizations-fbo, frs-collected-data, intermediate-holding-companies-ihc, regulatory-reports, savings-and-loan-holding-companies-slhc
Organization: Board of Governors of the Federal Reserve System
Report of Selected Money Market Rates

The FR 2420 is a transaction-based report that collects daily liability data on federal funds, borrowings from non-exempt entities, Eurodollars, and certificates of deposits (CDs) and time deposits (TDs) from (1) domestically chartered commercial banks and thrifts that have $18 billion or more in total assets, or $5 billion or more in assets and meet certain unsecured borrowing activity thresholds, and (2) U.S. branches and agencies of foreign banks with total third-party assets of $2.5 billion or more.

Tags: commercial-banks, data-resource, financial-institutions-and-services, financial-markets, frs-collected-data, global-financial-institutions, thrifts, u-s-offices-of-foreign-banks
Organization: Board of Governors of the Federal Reserve System
Report of Assets and Liabilities of U.S. Branches and Agencies of Foreign Banks; Report of Assets and Liabilities of a Non-U.S. Branch that is Managed or Controlled by a U.S. Branch or Agency of a Foreign (Non-U.S.) Bank

The FFIEC 002 is mandated by the International Banking Act (IBA) of 1978. It collects balance sheet and off-balance-sheet information, including detailed supporting schedule items, from all U.S. branches and agencies of foreign banks.  The FFIEC 002S collects information on assets and liabilities of any non-U.S. branch that is managed or controlled by a U.S. branch or agency of a foreign bank.

Tags: bank-offices, data-resource, financial-institutions-and-services, financial-statements, frs-collected-data, regulatory-reports, u-s-offices-of-foreign-banks
Organization: Board of Governors of the Federal Reserve System
Margin Credit Reports

The Securities Exchange Act of 1934 (the Act) authorizes the Board to regulate securities credit extended by brokers, dealers, banks, and other lenders. The FR T-4, FR U-1, and FR G-3 are recordkeeping requirements for brokers and dealers, banks, and other lenders, respectively. The FR G-3 and FR U-1 document the purpose of loans secured by margin stock. For purposes of these forms, margin stock is defined as (1) stocks that are registered on a national securities exchange or any over-the-counter security designated for trading in the National Market System, (2) debt securities (bonds) that are convertible into such stocks, and (3) shares of most mutual funds. The FR T-4 documents the purpose of credit being extended when that credit is not to purchase, carry, or trade in securities and the credit is in excess of that otherwise permitted under Regulation T , Credit by Brokers and Dealers. Lenders that are not brokers, dealers, and banks making loans secured by margin stock must register and deregister with the Federal Reserve using the FR G-1 and FR G-2, respectively, and must file an annual report (FR G-4) while registered. The Federal Reserve uses the data collected by the FR G-1, FR G-2, and FR G-4 to identify lenders subject to the Board’s Regulation U (Credit by Banks or Persons other than Brokers or Dealers for the Purpose of Purchasing or Carrying Margin Stocks) to verify their compliance with the regulation, and to monitor margin credit.

Tags: data-resource, financial-institutions-and-services, financial-markets, frs-collected-data, margin-trading, regulatory-reports, securities-trading-activity
Organization: Board of Governors of the Federal Reserve System
Reporting Requirements Associated with Regulation XX

The Board’s Regulation XX - Concentration Limit (12 CFR Part 251) implements section 14 of the Bank Holding Company Act of 1956 (BHC Act), which establishes a financial sector concentration limit that generally prohibits a financial company from merging or consolidating with, or otherwise acquiring, another company if the resulting company’s liabilities upon consummation would exceed 10 percent of the aggregate liabilities of all financial companies (a covered acquisition). Under section 14 of the BHC Act and Regulation XX, a financial company means (1) an insured depository institution, (2) a bank holding company, (3) a savings and loan holding company, (4) any other company that controls an insured depository institution, (5) a nonbank financial company designated by the Financial Stability Oversight Council (Council) for supervision by the Board, or (6) a foreign bank or company that is treated as a bank holding company for purposes of the BHC Act. Regulation XX includes certain reporting requirements that apply to financial companies, and the FR XX-1 report collects information from certain financial companies that do not otherwise report consolidated financial information to the Board or another Federal banking agency.

Tags: data-resource, financial-institutions-and-services, frs-collected-data, mergers-and-acquisitions, regulatory-reports
Organization: Board of Governors of the Federal Reserve System
Census of Finance Companies and Other Lenders; Survey of Finance Companies

The FR 3033p is the first part of a two-stage survey series, which has been conducted at regular five-year intervals since 1955. It is a census survey designed to identify the universe of finance companies eligible for potential inclusion in the FR 3033s. It gathers limited information including total assets, areas of specialization, and information on the corporate structure of such companies. The second part of these information collections, the FR 3033s, collects balance sheet data on major categories of consumer and business credit receivables and major liabilities, along with income and expenses, and is used to gather information on the scope of a company's operations and loan and lease servicing activities. In addition, additional questions were added to collect lending information related to the COVID-19 impacts.

Tags: data-resource, finance-companies, financial-institutions-and-services, frs-collected-data, mortgages
Organization: Board of Governors of the Federal Reserve System
Financial Statements of Foreign Subsidiaries of U.S. Banking Organizations

These reports collect selected financial information for direct or indirect foreign subsidiaries of U.S. state member banks (SMBs), Edge and agreement corporations, and bank holding companies (BHCs). The FR 2314 consists of a balance sheet and income statement; information on changes in equity capital, changes in the allowance for loan and lease losses, off-balance-sheet items, and loans; and a memoranda section. The FR 2314S collects four financial data items for smaller, less complex subsidiaries.  (Note:  The Report of Condition for Foreign Subsidiaries of U.S. Banking Organizations, FR 2314a and FR 2314c have been replaced by the FR 2314 and FR 2314S. and the FR 2314b has been discontinued.

Tags: bank-holding-companies-bhc, data-resource, edge-act-and-agreement-corporations, financial-institutions-and-services, foreign-offices-of-u-s-banks, frs-collected-data, regulatory-reports, state-member-banks-smb
Organization: Board of Governors of the Federal Reserve System
Financial Statements of U.S. Nonbank Subsidiaries Held by Foreign Banking Organizations, Abbreviated Financial Statements of U.S. Nonbank Subsidiaries Held by Foreign Banking Organizations, and The Capital and Asset Report for Foreign Banking Organization

The FR Y-7N and FR Y-7NS collect financial information for non-functionally regulated U.S. nonbank subsidiaries held by foreign banking organizations (FBOs) other than through a U.S. bank holding company (BHC), financial holding company (FHC), or U.S. bank. FBOs file the FR Y-7N quarterly or annually or the FR Y-7NS annually predominantly based on asset size thresholds. The FR Y-7Q collects consolidated regulatory capital information from all FBOs either quarterly or annually. Part 1A of the FR Y-7Q is filed quarterly by FBOs that have effectively elected to become U.S. FHCs and by FBOs that have total consolidated assets of $50 billion or more, regardless of FHC status. Part 1B of the FR Y-7Q is filed quarterly by FBOs with combined U.S. assets of $100 billion or more, or combined U.S. assets of less than $100 billion but total consolidated assets of $250 billion or more. All other FBOs file the FR Y-7Q annually.

Tags: bank-affiliates, credit-losses, data-resource, financial-institutions-and-services, financial-statements, foreign-banking-organizations-fbo, frs-collected-data, ownership-structure, regulatory-reports
Organization: Board of Governors of the Federal Reserve System
Upper Mississippi River mobile split-beam hydroacoustic fishery survey

The U.S. Fish and Wildlife Service conducts mobile hydroacoustics surveys in select pools of the Upper Mississippi River (UMR) and other associated tributaries and water bodies, to obtain data on the relative abundance, size distribution, spatial distribution, and biomass of invasive Bighead and Silver Carp in order to evaluate mangement actions. Data are collected with two horizontally oriented split-beam transducers (200 kHz; BioSonics, Inc.) offset in angle to maximize water column coverage. Surveys occur at main channel, side channel, backwater and tributary habitats. Hydroacoustic data are typically paired with physical capture data that are collected by the USFWS and/or partner agencies. A separate data management plan exists for hydroacoustic-related physical fish sampling.

Tags: general-biology-communities-and-ecosystems-riverine, general-biology-species-fishes, general-management-natural-resources-management-fisheries-management
Organization: Department of the Interior