AndreaBozzo/ceres-open-data-index huggingface dataset:
State Drug Utilization Data 2017

Drug utilization data are reported by states for covered outpatient drugs that are paid for by state Medicaid agencies since the start of the Medicaid Drug Rebate Program. The data includes state, drug name, National Drug Code, number of prescriptions and dollars reimbursed. Data descriptions are available on Medicaid.gov: https://www.medicaid.gov/medicaid/prescription-drugs/state-drug-utilization-data/state-drug-utilization-data-faq/index.html

Tags: drug-utilization, medicaid-reimbursements, pharmacy
Organization: U.S. Department of Health & Human Services
State Drug Utilization Data 2021

Drug utilization data are reported by states for covered outpatient drugs that are paid for by state Medicaid agencies since the start of the Medicaid Drug Rebate Program. The data includes state, drug name, National Drug Code, number of prescriptions and dollars reimbursed. Data descriptions are available on Medicaid.gov: https://www.medicaid.gov/medicaid/prescription-drugs/state-drug-utilization-data/state-drug-utilization-data-faq/index.html

Tags: drug-utilization, medicaid-reimbursements, pharmacy
Organization: U.S. Department of Health & Human Services
State Drug Utilization Data 2004

Drug utilization data are reported by states for covered outpatient drugs that are paid for by state Medicaid agencies since the start of the Medicaid Drug Rebate Program. The data includes state, drug name, National Drug Code, number of prescriptions and dollars reimbursed. Data descriptions are available on Medicaid.gov: https://www.medicaid.gov/medicaid/prescription-drugs/state-drug-utilization-data/state-drug-utilization-data-faq/index.html

Tags: drug-utilization, medicaid-reimbursements, pharmacy
Organization: U.S. Department of Health & Human Services
State Drug Utilization Data 2019

Drug utilization data are reported by states for covered outpatient drugs that are paid for by state Medicaid agencies since the start of the Medicaid Drug Rebate Program. The data includes state, drug name, National Drug Code, number of prescriptions and dollars reimbursed. Data descriptions are available on Medicaid.gov: https://www.medicaid.gov/medicaid/prescription-drugs/state-drug-utilization-data/state-drug-utilization-data-faq/index.html

Tags: drug-utilization, medicaid-reimbursements, pharmacy
Organization: U.S. Department of Health & Human Services
State Drug Utilization Data 2002

Drug utilization data are reported by states for covered outpatient drugs that are paid for by state Medicaid agencies since the start of the Medicaid Drug Rebate Program. The data includes state, drug name, National Drug Code, number of prescriptions and dollars reimbursed. Data descriptions are available on Medicaid.gov: https://www.medicaid.gov/medicaid/prescription-drugs/state-drug-utilization-data/state-drug-utilization-data-faq/index.html

Tags: drug-utilization, medicaid-reimbursements, pharmacy
Organization: U.S. Department of Health & Human Services
State Drug Utilization Data 1996

Drug utilization data are reported by states for covered outpatient drugs that are paid for by state Medicaid agencies since the start of the Medicaid Drug Rebate Program. The data includes state, drug name, National Drug Code, number of prescriptions and dollars reimbursed. Data descriptions are available on Medicaid.gov: https://www.medicaid.gov/medicaid/prescription-drugs/state-drug-utilization-data/state-drug-utilization-data-faq/index.html

Tags: drug-utilization, medicaid-reimbursements, pharmacy
Organization: U.S. Department of Health & Human Services
State Drug Utilization Data 2016

Drug utilization data are reported by states for covered outpatient drugs that are paid for by state Medicaid agencies since the start of the Medicaid Drug Rebate Program. The data includes state, drug name, National Drug Code, number of prescriptions and dollars reimbursed. Data descriptions are available on Medicaid.gov: https://www.medicaid.gov/medicaid/prescription-drugs/state-drug-utilization-data/state-drug-utilization-data-faq/index.html

Tags: drug-utilization, medicaid-reimbursements, pharmacy
Organization: U.S. Department of Health & Human Services
State Drug Utilization Data 1994

Drug utilization data are reported by states for covered outpatient drugs that are paid for by state Medicaid agencies since the start of the Medicaid Drug Rebate Program. The data includes state, drug name, National Drug Code, number of prescriptions and dollars reimbursed. Data descriptions are available on Medicaid.gov: https://www.medicaid.gov/medicaid/prescription-drugs/state-drug-utilization-data/state-drug-utilization-data-faq/index.html

Tags: drug-utilization, medicaid-reimbursements, pharmacy
Organization: U.S. Department of Health & Human Services
State Drug Utilization Data 1995

Drug utilization data are reported by states for covered outpatient drugs that are paid for by state Medicaid agencies since the start of the Medicaid Drug Rebate Program. The data includes state, drug name, National Drug Code, number of prescriptions and dollars reimbursed. Data descriptions are available on Medicaid.gov: https://www.medicaid.gov/medicaid/prescription-drugs/state-drug-utilization-data/state-drug-utilization-data-faq/index.html

Tags: drug-utilization, medicaid-reimbursements, pharmacy
Organization: U.S. Department of Health & Human Services
Product Data for Newly Reported Drugs in the Medicaid Drug Rebate Program 03-30-2026 to 04-05-2026

The data below contains newly reported, active covered outpatient drugs which were reported by participating drug manufacturers since the last quarterly update of the Drug Products in the Medicaid Drug Rebate Program (MDRP) database.

Tags: drug-rebate-program
Organization: U.S. Department of Health & Human Services
State Drug Utilization Data 2015

Drug utilization data are reported by states for covered outpatient drugs that are paid for by state Medicaid agencies since the start of the Medicaid Drug Rebate Program. The data includes state, drug name, National Drug Code, number of prescriptions and dollars reimbursed. Data descriptions are available on Medicaid.gov: https://www.medicaid.gov/medicaid/prescription-drugs/state-drug-utilization-data/state-drug-utilization-data-faq/index.html

Tags: drug-utilization, medicaid-reimbursements, pharmacy
Organization: U.S. Department of Health & Human Services
State Drug Utilization Data 1997

Drug utilization data are reported by states for covered outpatient drugs that are paid for by state Medicaid agencies since the start of the Medicaid Drug Rebate Program. The data includes state, drug name, National Drug Code, number of prescriptions and dollars reimbursed. Data descriptions are available on Medicaid.gov: https://www.medicaid.gov/medicaid/prescription-drugs/state-drug-utilization-data/state-drug-utilization-data-faq/index.html

Tags: drug-utilization, medicaid-reimbursements, pharmacy
Organization: U.S. Department of Health & Human Services
State Drug Utilization Data 1999

Drug utilization data are reported by states for covered outpatient drugs that are paid for by state Medicaid agencies since the start of the Medicaid Drug Rebate Program. The data includes state, drug name, National Drug Code, number of prescriptions and dollars reimbursed. Data descriptions are available on Medicaid.gov: https://www.medicaid.gov/medicaid/prescription-drugs/state-drug-utilization-data/state-drug-utilization-data-faq/index.html

Tags: drug-utilization, medicaid-reimbursements, pharmacy
Organization: U.S. Department of Health & Human Services
State Drug Utilization Data 2005

Drug utilization data are reported by states for covered outpatient drugs that are paid for by state Medicaid agencies since the start of the Medicaid Drug Rebate Program. The data includes state, drug name, National Drug Code, number of prescriptions and dollars reimbursed. Data descriptions are available on Medicaid.gov: https://www.medicaid.gov/medicaid/prescription-drugs/state-drug-utilization-data/state-drug-utilization-data-faq/index.html

Tags: drug-utilization, medicaid-reimbursements, pharmacy
Organization: U.S. Department of Health & Human Services
State Drug Utilization Data 1991

Drug utilization data are reported by states for covered outpatient drugs that are paid for by state Medicaid agencies since the start of the Medicaid Drug Rebate Program. The data includes state, drug name, National Drug Code, number of prescriptions and dollars reimbursed. Data descriptions are available on Medicaid.gov: https://www.medicaid.gov/medicaid/prescription-drugs/state-drug-utilization-data/state-drug-utilization-data-faq/index.html

Tags: drug-utilization, medicaid-reimbursements, pharmacy
Organization: U.S. Department of Health & Human Services
State Drug Utilization Data 2012

Drug utilization data are reported by states for covered outpatient drugs that are paid for by state Medicaid agencies since the start of the Medicaid Drug Rebate Program. The data includes state, drug name, National Drug Code, number of prescriptions and dollars reimbursed. Data descriptions are available on Medicaid.gov: https://www.medicaid.gov/medicaid/prescription-drugs/state-drug-utilization-data/state-drug-utilization-data-faq/index.html

Tags: drug-utilization, medicaid-reimbursements, pharmacy
Organization: U.S. Department of Health & Human Services
State Drug Utilization Data 2010

Drug utilization data are reported by states for covered outpatient drugs that are paid for by state Medicaid agencies since the start of the Medicaid Drug Rebate Program. The data includes state, drug name, National Drug Code, number of prescriptions and dollars reimbursed. Data descriptions are available on Medicaid.gov: https://www.medicaid.gov/medicaid/prescription-drugs/state-drug-utilization-data/state-drug-utilization-data-faq/index.html

Tags: drug-utilization, medicaid-reimbursements, pharmacy
Organization: U.S. Department of Health & Human Services
State Drug Utilization Data 2014

Drug utilization data are reported by states for covered outpatient drugs that are paid for by state Medicaid agencies since the start of the Medicaid Drug Rebate Program. The data includes state, drug name, National Drug Code, number of prescriptions and dollars reimbursed. Data descriptions are available on Medicaid.gov: https://www.medicaid.gov/medicaid/prescription-drugs/state-drug-utilization-data/state-drug-utilization-data-faq/index.html

Tags: drug-utilization, medicaid-reimbursements, pharmacy
Organization: U.S. Department of Health & Human Services
State Drug Utilization Data 2022

Drug utilization data are reported by states for covered outpatient drugs that are paid for by state Medicaid agencies since the start of the Medicaid Drug Rebate Program. The data includes state, drug name, National Drug Code, number of prescriptions and dollars reimbursed. Data descriptions are available on Medicaid.gov: https://www.medicaid.gov/medicaid/prescription-drugs/state-drug-utilization-data/state-drug-utilization-data-faq/index.html

Tags: drug-utilization, medicaid-reimbursements, pharmacy
Organization: U.S. Department of Health & Human Services
State Drug Utilization Data 1993

Drug utilization data are reported by states for covered outpatient drugs that are paid for by state Medicaid agencies since the start of the Medicaid Drug Rebate Program. The data includes state, drug name, National Drug Code, number of prescriptions and dollars reimbursed. Data descriptions are available on Medicaid.gov: https://www.medicaid.gov/medicaid/prescription-drugs/state-drug-utilization-data/state-drug-utilization-data-faq/index.html

Tags: drug-utilization, medicaid-reimbursements, pharmacy
Organization: U.S. Department of Health & Human Services
State Drug Utilization Data 2018

Drug utilization data are reported by states for covered outpatient drugs that are paid for by state Medicaid agencies since the start of the Medicaid Drug Rebate Program. The data includes state, drug name, National Drug Code, number of prescriptions and dollars reimbursed. Data descriptions are available on Medicaid.gov: https://www.medicaid.gov/medicaid/prescription-drugs/state-drug-utilization-data/state-drug-utilization-data-faq/index.html

Tags: drug-utilization, medicaid-reimbursements, pharmacy
Organization: U.S. Department of Health & Human Services
State Drug Utilization Data 2024

Drug utilization data are reported by states for covered outpatient drugs that are paid for by state Medicaid agencies since the start of the Medicaid Drug Rebate Program. The data includes state, drug name, National Drug Code, number of prescriptions and dollars reimbursed. Data descriptions are available on Medicaid.gov: https://www.medicaid.gov/medicaid/prescription-drugs/state-drug-utilization-data/state-drug-utilization-data-faq/index.html

Tags: drug-utilization, medicaid-reimbursements, pharmacy
Organization: U.S. Department of Health & Human Services
State Drug Utilization Data 2001

Drug utilization data are reported by states for covered outpatient drugs that are paid for by state Medicaid agencies since the start of the Medicaid Drug Rebate Program. The data includes state, drug name, National Drug Code, number of prescriptions and dollars reimbursed. Data descriptions are available on Medicaid.gov: https://www.medicaid.gov/medicaid/prescription-drugs/state-drug-utilization-data/state-drug-utilization-data-faq/index.html

Tags: drug-utilization, medicaid-reimbursements, pharmacy
Organization: U.S. Department of Health & Human Services
State Drug Utilization Data 2009

Drug utilization data are reported by states for covered outpatient drugs that are paid for by state Medicaid agencies since the start of the Medicaid Drug Rebate Program. The data includes state, drug name, National Drug Code, number of prescriptions and dollars reimbursed. Data descriptions are available on Medicaid.gov: https://www.medicaid.gov/medicaid/prescription-drugs/state-drug-utilization-data/state-drug-utilization-data-faq/index.html

Tags: drug-utilization, medicaid-reimbursements, pharmacy
Organization: U.S. Department of Health & Human Services
State Drug Utilization Data 2006

Drug utilization data are reported by states for covered outpatient drugs that are paid for by state Medicaid agencies since the start of the Medicaid Drug Rebate Program. The data includes state, drug name, National Drug Code, number of prescriptions and dollars reimbursed. Data descriptions are available on Medicaid.gov: https://www.medicaid.gov/medicaid/prescription-drugs/state-drug-utilization-data/state-drug-utilization-data-faq/index.html

Tags: drug-utilization, medicaid-reimbursements, pharmacy
Organization: U.S. Department of Health & Human Services
State Drug Utilization Data 2007

Drug utilization data are reported by states for covered outpatient drugs that are paid for by state Medicaid agencies since the start of the Medicaid Drug Rebate Program. The data includes state, drug name, National Drug Code, number of prescriptions and dollars reimbursed. Data descriptions are available on Medicaid.gov: https://www.medicaid.gov/medicaid/prescription-drugs/state-drug-utilization-data/state-drug-utilization-data-faq/index.html

Tags: drug-utilization, medicaid-reimbursements, pharmacy
Organization: U.S. Department of Health & Human Services
State Drug Utilization Data 2003

Drug utilization data are reported by states for covered outpatient drugs that are paid for by state Medicaid agencies since the start of the Medicaid Drug Rebate Program. The data includes state, drug name, National Drug Code, number of prescriptions and dollars reimbursed. Data descriptions are available on Medicaid.gov: https://www.medicaid.gov/medicaid/prescription-drugs/state-drug-utilization-data/state-drug-utilization-data-faq/index.html

Tags: drug-utilization, medicaid-reimbursements, pharmacy
Organization: U.S. Department of Health & Human Services
State Drug Utilization Data 1998

Drug utilization data are reported by states for covered outpatient drugs that are paid for by state Medicaid agencies since the start of the Medicaid Drug Rebate Program. The data includes state, drug name, National Drug Code, number of prescriptions and dollars reimbursed. Data descriptions are available on Medicaid.gov: https://www.medicaid.gov/medicaid/prescription-drugs/state-drug-utilization-data/state-drug-utilization-data-faq/index.html

Tags: drug-utilization, medicaid-reimbursements, pharmacy
Organization: U.S. Department of Health & Human Services
Major Safety Events

This is a list of all Major Safety and Security Events from January of 2014 to the most recently published data within the Federal Transit Administration's major event time series: https://www.transit.dot.gov/ntd/data-product/safety-security-major-only-time-series-data

Monthly Safety and Security data are released to this dataset within three months of being submitted to the NTD. Generally, there will be at least 90-day lag between when the event occurs and when it is included in this data set.

Following the 2023 reporting change, where transit agencies were required to provide additional detail when a transit worker was injured in an assault, we began capturing a transit worker assault flag in our database and publishing the flag in the Major Events file at data.transportation.gov. This flag is useful for creating summary counts of TWA since the reporting change. However, for events prior to the reporting change the values in this column were misleading. For data users unfamiliar with the change in reporting circa 2023, they may be under the impression that we did not collect transit worker assault data prior to 2023, or even that there were no transit worker assault events prior to 2023. Users previously had to filter on 4 different columns to derive pre-2023 transit worker assault events. We have now incorporated that filter logic into the production of the transit worker flag column. Filtering and summarizing using this column now produces counts that align with annual totals for transit worker assaults across all our files.

Tags: safety, security, transit
Organization: Department of Transportation
FRA Regulated Mode Major Security Events

This file includes event data reported to the National Transit Database (NTD) for Commuter Rail (CR) and Alaska Railroad (AR) modes, as well as Heavy Rail (HR) service reported for Port Authority Trans Hudson (NTD ID: 20098), Hybrid Rail (YR) service for the Tri-County Metropolitan Transportation District of Oregon (NTD ID: 00008),  Hybrid Rail (YR) service for Denton County Transportation Authority (NTD ID: 60101), and Hybrid Rail (YR) service for Capital Metropolitan Transportation Authority (NTD ID: 60048). Because these services fall under the safety oversight of the Federal Railroad Administration, the agencies are not required to report Safety Events (e.g., collisions, derailments, etc.) to the Federal Transit Administration through the NTD. Security events occurring on transit-owned property for these entities are reported to NTD, but excluded from other files to preserve the integrity of those datasets. They are presented in this file for completeness and should be considered by any user attempting to understand the scope and scale of reportable Security Events reported by public transit operators.

Tags: alaska-rail, commuter-rail, safety, security, security-events, transit
Organization: Department of Transportation
Monthly Modal Time Series

Modal Service data and Safety & Security (S&S) public transit time series data delineated by transit/agency/mode/year/month. Includes all Full Reporters--transit agencies operating modes with more than 30 vehicles in maximum service--to the National Transit Database (NTD). This dataset will be updated monthly. 

The monthly ridership data is released one month after the month in which the service is provided. Records with null monthly service data reflect late reporting. 

The S&S statistics provided include both Major and Non-Major Events where applicable. Events occurring in the past three months are excluded from the corresponding monthly ridership rows in this dataset while they undergo validation. This dataset is the only NTD publication in which all Major and Non-Major S&S data are presented without any adjustment for historical continuity.

Tags: collisions, ridership, safety, security, service, time-series, unlinked-passenger-trips, vehicle-revenue-hours, vehicle-revenue-miles
Organization: Department of Transportation
General Transit Feed Specification Weblinks

As of Report Year (RY) 2023, FTA requires that reporters with fixed route modes create and maintain a public domain general transit feed specification (GTFS) dataset that reflects their fixed route service. This specification allows for the mapping and other geospatial data visualization and analyses of key transit elements such as stops, routes, and trips. At least one GTFS weblink is provided by the transit agency for each fixed route bus mode and type of service. These include all Rail modes as well as Bus, Bus Rapid Transit, Commuter Bus, Ferryboat and Trolleybus.

GTFS requires that an overarching compressed file contain, at a minimum, seven underlying text files: (a) Agency; (b) Stops; (c) Routes; (d) Trips; (e) Stop Times; (f) Calendar or Calendar Dates.txt; and (g) Feed Info.txt. An eighth file, Shapes.txt, is an optional file. FTA collects and publishes these links for further analysis using related GTFS files. FTA is not responsible for managing the websites that host these files, and users with questions regarding the GTFS data are encouraged to contact the transit agency.

In many cases, publicly hosted weblinks could not be provided (i.e., due to constraints within the transit agency), but the agency was able to produce a zip file of the required GTFS data. Demand Response, Vanpool, and other non-fixed route modes are excluded. The column "Alternate Format" indicates that the agency provided FTA a weblink in an alternate format with some justification for doing so. The file "Waived" indicates that no GTFS files were produced and FTA granted the agency a waiver from the requirement in Report Year 2024.

Note: if the Validated Date is earlier than the Modified Date for a specific row, then the weblink has not yet been reviewed. If you encounter issues with a weblink that has been validated, please contact NTDHelp@dot.gov, as this may indicate an error with the host website. Some URLs may require an API key to access the GTFS feed. In those instances, navigate to the root URL to find information on how to get an API key from the data provider.

If you have any other questions about this table, please contact the NTD Help Desk at NTDHelp@dot.gov.

Tags: geographic, public-transit, weblinks
Organization: Department of Transportation
State Drug Utilization Data 2011

Drug utilization data are reported by states for covered outpatient drugs that are paid for by state Medicaid agencies since the start of the Medicaid Drug Rebate Program. The data includes state, drug name, National Drug Code, number of prescriptions and dollars reimbursed. Data descriptions are available on Medicaid.gov: https://www.medicaid.gov/medicaid/prescription-drugs/state-drug-utilization-data/state-drug-utilization-data-faq/index.html

Tags: drug-utilization, medicaid-reimbursements, pharmacy
Organization: U.S. Department of Health & Human Services
State Drug Utilization Data 2020

Drug utilization data are reported by states for covered outpatient drugs that are paid for by state Medicaid agencies since the start of the Medicaid Drug Rebate Program. The data includes state, drug name, National Drug Code, number of prescriptions and dollars reimbursed. Data descriptions are available on Medicaid.gov: https://www.medicaid.gov/medicaid/prescription-drugs/state-drug-utilization-data/state-drug-utilization-data-faq/index.html

Tags: drug-utilization, medicaid-reimbursements, pharmacy
Organization: U.S. Department of Health & Human Services