AndreaBozzo/ceres-open-data-index huggingface dataset:
2022 - 2024 NTD Annual Data - Vehicles (Type Count by Agency)

This dataset details vehicle types and ages for transit agencies reporting to the National Transit Database in the 2022, 2023, and 2024 report years. Vehicle types describe the vehicles employed in direct operation or support of transit service. NTD Data Tables organize and summarize data from the 2022 - 2024 National Transit Database in a manner that is more useful for quick reference and summary analysis. This dataset is based on the 2022 - 2024 Revenue Vehicle Inventory and Service Vehicle Inventory database files. Rural reporters that operate in more than one state report their vehicles in only one of their states. In years 2015-2021, you can find this data in the "Vehicles" data table on NTD Program website, at https://transit.dot.gov/ntd/ntd-data. If you have any other questions about this table, please contact the NTD Help Desk at NTDHelp@dot.gov.
2023 NTD Annual Data - Demand Response Geographic Area Coverage (Counties and Places)

This dataset details places and counties served by Demand Response (DR) modes for each applicable agency and type of service (TOS) reported to the National Transit Database for Report Year 2023. NTD Data Tables organize and summarize data from the 2023 National Transit Database in a manner that is more useful for quick reference and summary analysis. This data is a part of new reporting requirements as of 2023. Other datasets describing aspects of Demand Response Geographical Area Coverage can be found at the following links: Passenger Eligibility and Requirements: https://data.transportation.gov/dataset/Demand-Response-Geographic-Area-Coverage-Passenger/h9qc-expu/about_data Service Schedules: https://data.transportation.gov/dataset/Demand-Response-Geographic-Area-Coverage-Service-S/4p55-emkp/about_data If you have any other questions about this table, please contact the NTD Help Desk at NTDHelp@dot.gov.
2023 NTD Annual Data - Demand Response Geographic Area Coverage (Passenger Eligibility and Fares)

This dataset details passenger eligibility and requirements for Demand Response (DR) modes for each applicable agency and type of service (TOS) reported to the National Transit Database for Report Year 2023. NTD Data Tables organize and summarize data from the 2023 National Transit Database in a manner that is more useful for quick reference and summary analysis. This data is a part of new reporting requirements as of 2023. Other datasets describing aspects of Demand Response Geographical Area Coverage can be found at the following links: Counties and Places: https://data.transportation.gov/Public-Transit/Demand-Response-Geographic-Area-Coverage-Counties-/3kum-6vpd/about_data Service Schedules: https://data.transportation.gov/dataset/Demand-Response-Geographic-Area-Coverage-Service-S/4p55-emkp/about_data If you have any other questions about this table, please contact the NTD Help Desk at NTDHelp@dot.gov.
2023 NTD Annual Data - Demand Response Geographic Area Coverage (Service Schedules)

This dataset details service schedules for Demand Response (DR) modes for each applicable agency and type of service (TOS) reported to the National Transit Database for Report Year 2023. NTD Data Tables organize and summarize data from the 2023 National Transit Database in a manner that is more useful for quick reference and summary analysis. This data is a part of new reporting requirements as of 2023. Other datasets describing aspects of Demand Response Geographical Area Coverage can be found at the following links: Counties and Places: https://data.transportation.gov/Public-Transit/Demand-Response-Geographic-Area-Coverage-Counties-/3kum-6vpd/about_data Passenger Eligibility and Requirements: https://data.transportation.gov/dataset/Demand-Response-Geographic-Area-Coverage-Passenger/h9qc-expu/about_data If you have any other questions about this table, please contact the NTD Help Desk at NTDHelp@dot.gov.
BOC3 - All With History

*Dataset* Records for each BOC3 agent hired by a carrier/broker/freight forwarder. Each entity must hire a BOC3 agent to represent them in legal matters to obtain operating authority. In some cases, entities may act as their own BOC3 agent. The records in the dataset contain the BOC3 agent’s name and address. The dataset also contains the DOT number and docket number of the represented entity. Note: This dataset was last refreshed on 05/14/2026 and will no longer be updated. See attached "FMCSA Operating Authority Data Dictionary_V2" for more information.
2023 NTD Annual Data - Facility Inventory

The Facility Inventory dataset details all facilities supporting public transit service as reported to the National Transit Database (NTD) by each public transit agency in the 2023 report year. This file is also published at https://www.transit.dot.gov/ntd/ntd-data, under the Product Type of "Annual Database (Excel)." Equivalent datasets from 2018 through 2022 can also be found using that link. If you have any other questions about this table, please contact the NTD Help Desk at NTDHelp@dot.gov.
2023 NTD Annual Data - General Transit Feed Specification (GTFS) Weblinks

NOTE: As weblinks are updated continually by transit agencies, some links submitted in Report Year 2023 may no longer work. The most up-to-date weblinks dataset is refreshed on a monthly basis: https://data.transportation.gov/Public-Transit/General-Transit-Feed-Specification-Weblinks/2u7n-ub22/about_data 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 2023. NTD Data Tables organize and summarize data from the 2023 National Transit Database in a manner that is more useful for quick reference and summary analysis. This dataset is based on the 2023 General Transit Feed Specification database file. If you have any other questions about this table, please contact the NTD Help Desk at NTDHelp@dot.gov.
2024 NTD Annual Data - Demand Response Geographic Area Coverage (Counties and Places)

This dataset details places and counties served by Demand Response (DR) modes for each applicable agency and type of service (TOS) reported to the National Transit Database for the 2024 report year. NTD Data Tables organize and summarize data from the 2024 National Transit Database in a manner that is more useful for quick reference and summary analysis. This data is a part of new reporting requirements as of 2023. Other datasets describing aspects of Demand Response Geographical Area Coverage can be found at the following links: Passenger Eligibility and Requirements: https://data.transportation.gov/Public-Transit/2024-NTD-Annual-Data-Demand-Response-Geographic-Ar/i3pw-uwab/about_data Service Schedules: https://data.transportation.gov/Public-Transit/2024-NTD-Annual-Data-Demand-Response-Geographic-Ar/uk25-sge7/about_data If you have any other questions about this table, please contact the NTD Help Desk at NTDHelp@dot.gov.
2024 NTD Annual Data - Demand Response Geographic Area Coverage (Passenger Eligibility and Fares)

This dataset details passenger eligibility and requirements for Demand Response (DR) modes for each applicable agency and type of service (TOS) reported to the National Transit Database for the 2024 report year. NTD Data Tables organize and summarize data from the 2024 National Transit Database in a manner that is more useful for quick reference and summary analysis. This data is a part of new reporting requirements as of 2023. Other datasets describing aspects of Demand Response Geographical Area Coverage can be found at the following links: Counties and Places: https://data.transportation.gov/Public-Transit/2024-NTD-Annual-Data-Demand-Response-Geographic-Ar/qifj-zz6e/about_data Service Schedules: https://data.transportation.gov/Public-Transit/2024-NTD-Annual-Data-Demand-Response-Geographic-Ar/uk25-sge7/about_data If you have any other questions about this table, please contact the NTD Help Desk at NTDHelp@dot.gov.
2024 NTD Annual Data - Demand Response Geographic Area Coverage (Service Schedules)

This dataset details service schedules for Demand Response (DR) modes for each applicable agency and type of service (TOS) reported to the National Transit Database for the 2024 report year. NTD Data Tables organize and summarize data from the 2024 National Transit Database in a manner that is more useful for quick reference and summary analysis. This data is a part of new reporting requirements as of 2023. Other datasets describing aspects of Demand Response Geographical Area Coverage can be found at the following links: Counties and Places: https://data.transportation.gov/Public-Transit/2024-NTD-Annual-Data-Demand-Response-Geographic-Ar/qifj-zz6e/about_data Passenger Eligibility and Requirements: https://data.transportation.gov/Public-Transit/2024-NTD-Annual-Data-Demand-Response-Geographic-Ar/i3pw-uwab/about_data If you have any other questions about this table, please contact the NTD Help Desk at NTDHelp@dot.gov.
2024 NTD Annual Data - Facility Inventory

The Facility Inventory dataset details all facilities supporting public transit service as reported to the National Transit Database (NTD) by each public transit agency in the 2024 report year. This file is also published at https://www.transit.dot.gov/ntd/ntd-data, under the Product Type of "Annual Database (Excel)." Equivalent datasets from 2018 through 2022 can also be found using that link. If you have any other questions about this table, please contact the NTD Help Desk at NTDHelp@dot.gov.
2024 NTD Annual Data - Reporter Agency Information

This dataset contains certain agency information for each NTD reporter filing an annual report for Report Year 2024. It is a subset of the data provided in the dataset https://www.transit.dot.gov/ntd/data-product/2024-annual-database-agency-information The purpose of providing this data is to provide basic information to establish the location of a reporting entity and the basis for reporting to the NTD. It also provides indicators to uniquely identify it using other key indicators like Universal Entity ID. Finally, it describes the fiscal year period for which data contained in annual reports was collected by the agency.
2024 NTD Annual Data - Service Data and Operating Expenses by Agency (Time Series 2.2)

This dataset details service data and operating expenses, broken out by agency, reported to the National Transit Database for the 2024 report year. NTD Data Tables organize and summarize data from the 2024 National Transit Database in a manner that is more useful for quick reference and summary analysis. If you have any other questions about this table, please contact the NTD Help Desk at NTDHelp@dot.gov.
2024 NTD Annual Data - Service Data and Operating Expenses by Mode (Time Series 2.1)

This dataset details service data and operating expenses, broken out by agency and mode, reported to the National Transit Database for the 2024 report year. NTD Data Tables organize and summarize data from the 2024 National Transit Database in a manner that is more useful for quick reference and summary analysis. If you have any other questions about this table, please contact the NTD Help Desk at NTDHelp@dot.gov.
ActPendInsur - All With History

*Dataset* Information on the implementation dates of an active or pending insurance policy (posted date, effective date and cancel effective date). In addition to these dates, the record contains the insurance company name, the BI&PD underlying limit and maximum limit amounts, and the DOT number and docket number of the carrier/broker/freight forwarder that holds the policy. Note: This dataset was last refreshed on 05/14/2026 and will no longer be updated. See attached "FMCSA Operating Authority Data Dictionary_V2" for more information.
Advanced Messaging Concept Development Basic Mobility Control Message

Contains all Basic Mobility Control Message (BMCMs) generated during the Advanced Messaging Concept Development (AMCD) field testing program. While there is no specific standard in existence that addresses the content of a BMCM, the following format was derived to control the configuration and content of BMMs requested from the vehicle. All BMCMs are generated by the VCC Cloud server and transmitted to OBU clients through either a DSRC or cellular communications channel.
Advanced Messaging Concept Development Basic Safety Message

Contains all Basic Safety Messages (BSMs) collected during the Advanced Messaging Concept Development (AMCD) field testing program. For this project, all of the Part I BSM message fields were populated. Additional data fields were also added to the row to identify sender, time of communication, mode of communication, etc., allowing the consumer of this data set to accurately track messages through the system. All BSMs are generated by OBUs and ultimately received by the VCC Cloud server.
Annual Vehicle Distance Traveled in Miles and Related Data, 2000-2024 (VM-1)

Annual Vehicle Distance Traveled (VMT) in miles by Highway Category and Vehicle Type. Also provides person miles of travel, number of registered vehicles, VMT per registered vehicle, fuel use, gallons of fuel use per vehicle, and gallons of fuel per vehicle miles. (Note: Starting in 2010, table includes previous year's statistics, which may be revised numbers. From example, the 2010 report includes 2009 numbers.))
Airline Quarterly Financial Review_Main_Both

This report contains tables and charts on the financial condition of the U.S. major airlines. All data presented in this financial and traffic review are derived from data reported to the U.S. Department of Transportation on Form 41 Schedules by Large Certificated Air Carriers. The data are presented on both a carrier group and an individual carrier basis, but the primary focus is on the individual major carrier and its performance. Data are presented for the most recent quarterly period and the comparable quarter a year earlier and also on a 12-month ended basis as at the end of the five most recent quarters. In addition, data on charges over comparable periods 12-months earlier are presented. A graphic presentation of comparative trends, on a carrier group basis, is made for several unit and overall financial indicators. In the case of merged carriers, data for the carriers involved have been combined and presented under the name of the surviving carrier so that meaningful comparisons could be made for the most recent 18 quarters. Also, carriers can move between groupings (Majors and Nationals) based on the criteria listed below over time. Each report includes 18 quarters of data. In the instance where a carrier falls into both groupings during the 18 quarters, a carrier will appear in both reports. The data from the Majors report and the data from the Nationals report should not be combined without ensuring any duplications are removed. Carrier Group Definitions Majors: Air carriers with annual operating revenues exceeding $1,000,000,000 Nationals: Air carriers with annual operating revenues between $100,000,000 and $1,000,000,000 Large Regionals: Air carriers with operating revenues between $20,000,000 and $99,000,000 Medium Regionals: Carriers with annual operating revenues less than $19,999,999 or that operate only aircraft with 60 seats or less (or 18,000 lbs maximum payload) https://www.transportation.gov/policy/aviation-policy/airline-quarterly-financial-review
Advanced Messaging Concept Development: Probe Vehicle Data

Contains all PVDs generated during the AMCD field testing program. The probe vehicle message is used to exchange status about a vehicle with other DSRC readers to allow the collection of information about a typical vehicle’s traveling behaviors along a segment of road. The exchanges of this message as well as the event which caused the collection of various elements defined in the messages are in Annex B of the SAE J2735 standard.
2022 - 2024 NTD Annual Data - Breakdowns

This dataset details mechanical failures for each applicable agency, mode, and type of service (TOS) reporting to the National Transit Database in the 2022, 2023, and 2024 report years. Only Full Reporters report breakdowns. NTD Data Tables organize and summarize data from the 2022 - 2024 National Transit Database in a manner that is more useful for quick reference and summary analysis. This dataset is based on the 2022 - 2024 Vehicle Maintenance database files. In years 2015-2021, you can find this data in the "Breakdowns" data table on NTD Program website, at https://transit.dot.gov/ntd/ntd-data. If you have any other questions about this table, please contact the NTD Help Desk at NTDHelp@dot.gov.
2022 - 2024 NTD Annual Data - Capital Expenses (by Capital Use)

This dataset details capital expenses by capital use type (existing or expansion) for each applicable agency, mode, and type of service (TOS) reporting to the National Transit Database in the 2022, 2023, and 2024 report years. NTD Data Tables organize and summarize data from the National Transit Database in a manner that is more useful for quick reference and summary analysis. This dataset is based on the 2022 - 2024 Capital Use database files. In years 2015-2021, you can find this data in the "Capital Expenses" data table on NTD Program website, at https://transit.dot.gov/ntd/ntd-data. If you have any other questions about this table, please contact the NTD Help Desk at NTDHelp@dot.gov.
2022 - 2024 NTD Annual Data - Employees (by Mode and Employee Type)

This dataset contains data on transit agency employees as reported to the National Transit Database in the 2022, 2023, and 2024 report years. It is organized by agency, mode, type of service, and Employee Type (Full Time or Part Time Employee). The NTD Data Tables organize and summarize data from the National Transit Database in a manner that is more useful for quick reference and summary analysis. This dataset is based on the 2022 - 2024 Employees database files, which are published to the NTD at https://transit.dot.gov/ntd/ntd-data. Only Full Reporters report data on employees, and only for Directly Operated modes. Other reporter types, and Purchased Transportation service, do not appear in this file.
2022 - 2024 NTD Annual Data - Fuel and Energy

This dataset details fuel mileage and gallons/kilowatt hours for each agency, mode, and type of service (TOS) as reported by agencies submitted data to the National Transit Database (NTD) for the 2022, 2023, and 2024 report years. This file is based on the 2022 - 2024 Energy Consumption database files available at https://transit.dot.gov/ntd/ntd-data Data Tables organize and summarize data from the 2022 - 2024 NTD in a manner that is more useful for quick reference and summary analysis. Only Full Reporters report energy consumption. Other reporter types do not appear in this dataset. Demand Response Taxi (DR/TX) mode and type of service combination does not report energy consumption and does not appear in this dataset. Finally, Non-dedicated fleets report energy consumption but not miles traveled. Thus for some agencies the given data for miles traveled are incomplete. Non-dedicated fleets represent about 7% of the data reflected in this dataset. In versions of the data tables from 2014-2021, you can find data on fuel and energy in the file called "Fuel and Energy" available from the NTD program website.
2022 - 2024 NTD Annual Data - Funding Sources (by Expense Type)

This dataset details funding sources for each applicable agency reporting to the National Transit Database in the 2022, 2023, and 2024 report years, split by fund expenditure type: capital and operating. NTD Data Tables organize and summarize data from the 2022 - 2024 National Transit Database in a manner that is more useful for quick reference and summary analysis. This dataset is based on the 2022 - 2024 Revenue Sources database files. In years 2015-2021, you can find this data in the "Funding Sources" data table on NTD Program website, at https://transit.dot.gov/ntd/ntd-data. If you have any other questions about this table, please contact the NTD Help Desk at NTDHelp@dot.gov.
2022 - 2024 NTD Annual Data - Funding Sources (Directly Generated)

This dataset details directly generated funding for each agency during the 2022, 2023, and 2024 report years. Examples include Fares, Concessions and Advertising. NTD Data Tables organize and summarize data from the National Transit Database in a manner that is more useful for quick reference and summary analysis. This dataset is based on the 2022 - 2024 Revenue Sources database files. In years 2015-2021, you can find this data in the "Funding Sources" data table on NTD Program website, at https://transit.dot.gov/ntd/ntd-data. If you have any other questions about this table, please contact the NTD Help Desk at NTDHelp@dot.gov.
2022 - 2024 NTD Annual Data - Funding Sources (Federal)

This dataset details federal funding sources for each applicable agency reporting to the NTD in the 2022, 2023, and 2024 report years. Federal funding sources are financial assistance obtained from the Federal Government to assist with the costs of providing transit services. NTD Data Tables organize and summarize data from the National Transit Database in a manner that is more useful for quick reference and summary analysis. This dataset is based on the 2022 - 2024 Revenue Sources database files. In years 2015-2021, you can find this data in the "Funding Sources" data table on NTD Program website, at https://transit.dot.gov/ntd/ntd-data. If you have any other questions about this table, please contact the NTD Help Desk at NTDHelp@dot.gov.
2022 - 2024 NTD Annual Data - Funding Sources (Local)

This dataset details local funding sources for each applicable agency reporting to the National Transit Database in the 2022, 2023, and 2024 report years. Examples include Income, Sales, Property and Fuel taxes and Tolls. NTD Data Tables organize and summarize data from the National Transit Database in a manner that is more useful for quick reference and summary analysis. This dataset is based on the 2022 - 2024 Revenue Sources database files. In years 2015-2021, you can find this data in the "Funding Sources" data table on NTD Program website, at https://transit.dot.gov/ntd/ntd-data. If you have any other questions about this table, please contact the NTD Help Desk at NTDHelp@dot.gov.