37 datasets found
  1. m

    MBTA Rapid Transit Events 2024 (old data source)

    • gis.data.mass.gov
    • arc-gis-hub-home-arcgishub.hub.arcgis.com
    Updated Feb 14, 2024
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    Massachusetts geoDOT (2024). MBTA Rapid Transit Events 2024 (old data source) [Dataset]. https://gis.data.mass.gov/datasets/4adbec39db40498a8530496d8c63a924
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    Dataset updated
    Feb 14, 2024
    Dataset authored and provided by
    Massachusetts geoDOT
    License

    CC0 1.0 Universal Public Domain Dedicationhttps://creativecommons.org/publicdomain/zero/1.0/
    License information was derived automatically

    Description

    IMPORTANT: This link is no longer updated. To access MBTA Rapid Transit Events 2024 data, please go to MBTA Rapid Transit Events 2024. Rapid Transit Events data is now sourced from Lightweight Application for Measuring Performance (LAMP). To learn more about LAMP, please visit LAMP website.This file contains the arrival and departure events for rapid transit lines for 2024. It includes all heavy rail and light rail rapid transit lines. These events are used to calculate travel times, dwell times, and headways. Due to track circuit or other data issues, data is not guaranteed to be complete for any stop or date. Data Dictionary:

    NameDescriptionData TypeExampleservice_dateDate for which events should be returned.Date2024-01-01route_idGTFS-compatible route for which events should be returned.StringOrangetrip_idGTFS-compatible trip for which events should be returned.String461_1direction_idGTFS-compatible direction for which events should be returned.Integer0stop_idGTFS-compatible stop for which ridership should be returned.Stringplace-wlstastop_sequenceGTFS-compatible order of stops on a route for which events should be returned.Integer590vehicle_idProperty of “events”. The identifier for the vehicle performing the trip for which events are returned.StringR-545A9644vehicle_labelProperty of “events”. Human-readable, publicly visible identifier for the vehicle.String3830-3652event_typeThe type of event: ‘ARR’ for arrival, ‘DEP’ for departure, ‘PRA’ for predicted arrival, and ‘PRD’ for predicted departure. PRA and PRD events occur when the Performance system is relatively sure that a train actually made the indicated movement at the indicated station, but the system did not observe an "actual" event from the realtime system. In that case, we use the last available prediction for the given event as a reasonable proxy. We often lack actual ARR events at terminals because the realtime system is designed for tracking trains that passengers want to board, not necessarily trains that have already arrived at a terminal station. The instant a train arrives at a terminal station (e.g. arriving northbound at Oak Grove), the MBTA-performance system may no longer be able to track its location. In some cases, we are not able to fill in a PRA event at all, so some types of analysis are less accurate at terminals. Depending on your objectives, you may wish to use the second-to-last station as a proxyStringDEPevent_timeThe time of the event, in epoch time.Integer1546349755event_time_secThe time of the event, in seconds after midnight.Integer30955MassDOT/MBTA shall not be held liable for any errors in this data. This includes errors of omission, commission, errors concerning the content of the data, and relative and positional accuracy of the data. This data cannot be construed to be a legal document. Primary sources from which this data was compiled must be consulted for verification of information contained in this data.

  2. a

    MBTA Bus, Commuter Rail, & Rapid Transit Reliability

    • hub.arcgis.com
    • open-data-massgis.hub.arcgis.com
    • +1more
    Updated Sep 6, 2019
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    Massachusetts geoDOT (2019). MBTA Bus, Commuter Rail, & Rapid Transit Reliability [Dataset]. https://hub.arcgis.com/datasets/MassDOT::mbta-bus-commuter-rail-rapid-transit-reliability/data
    Explore at:
    Dataset updated
    Sep 6, 2019
    Dataset authored and provided by
    Massachusetts geoDOT
    License

    CC0 1.0 Universal Public Domain Dedicationhttps://creativecommons.org/publicdomain/zero/1.0/
    License information was derived automatically

    Area covered
    Description

    For each route, day, and peak/offpeak time range, this file provides numerators separate from denominators, for flexibility in combining routes, peak/offpeak, before calculating reliability metrics. It is ONLY valid to aggregate numerator and denominator values within a single mode_type. If you attempt to aggregate Reliability performance between Bus and Commuter Rail, for example, you will NOT get meaningful results. For definitions of the metrics, see the MBTA Performance Dashboard (high-level definitions) and the MBTA Service Delivery Policy (detailed definitions). Due to track circuit or other data issues, data is not guaranteed to be complete for any stop or date.Note:- on peak_offpeak_ind: rows labeled PEAK will only appear for weekdays.- contracted bus routes (i.e 712/713) are not included. - for the Commuter Rail lines with branches, the reliability metric is included for each branch.Due to data collection issues, the following dates and/or lines are missing from this data set:Oct 10-11, 2015June 1-3, 2018MassDOT/MBTA shall not be held liable for any errors in this data. This includes errors of omission, commission, errors concerning the content of the data, and relative and positional accuracy of the data. This data cannot be construed to be a legal document. Primary sources from which this data was compiled must be consulted for verification of information contained in this data.

  3. a

    MBTA Rapid Transit Headways 2025

    • hub.arcgis.com
    • open-data-massgis.hub.arcgis.com
    Updated Feb 10, 2025
    + more versions
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    Massachusetts geoDOT (2025). MBTA Rapid Transit Headways 2025 [Dataset]. https://hub.arcgis.com/datasets/MassDOT::mbta-rapid-transit-headways-2025
    Explore at:
    Dataset updated
    Feb 10, 2025
    Dataset authored and provided by
    Massachusetts geoDOT
    License

    CC0 1.0 Universal Public Domain Dedicationhttps://creativecommons.org/publicdomain/zero/1.0/
    License information was derived automatically

    Area covered
    Description

    This file contains the headways, or time between the departure time of the current trip and the departure time of the previous trip from the same stop, for rapid transit vehicles. It includes all heavy rail and light rail rapid transit lines. For Red and Green lines, both trunk (e.g. all Green line trains) and branch (e.g. Green-B trains) headways are included. For lines without branches (e.g. Blue line), branch route ID and branch headway will be NULL. Due to track circuit or other data issues, data is not guaranteed to be complete for any stop or date.

    Data Dictionary

    Each row represents a unique service_date-trip_id-stop_id pair for rail service.

    field name

    type

    description

    source

    example

    service_date

    date

    equivalent to GTFS-RT start_date value in Trip Descriptor as date instead of string

    GTFS-RT

    2024-01-01

    route_id

    string

    equivalent to GTFS-RT route_id value in Trip Descriptor

    GTFS-RT

    Orange

    trunk_route_id

    string

    line if multiple routes exist on line, otherwise route_id, e.g. Green for Green-B route, Blue for Blue route

    GTFS-RT

    Green

    branch_route_id

    string

    equivalent to GTFS-RT route_id value in Trip Descriptor for lines with multiple routes, NULL if line has single route, e.g. Green-B for Green-B route, NULL for Blue route_id.

    GTFS-RT

    Green-B

    trip_id

    string

    equivalent to GTFS-RT trip_id value in Trip Descriptor

    GTFS-RT

    62248746

    direction_id

    int

    equivalent to GTFS-RT direction_id value in Trip Descriptor

    GTFS-RT

    0

    direction

    string

    equivalent to GTFS direction value from directions.txt for route_id-direction_id pair

    GTFS

    East

    parent_station

    string

    the parent_station associated with the stop_id from stops.txt

    GTFS

    place-babck

    stop_id

    string

    equivalent to GTFS-RT stop_id value in VehiclePosition

    GTFS-RT

    70560

    stop_name

    string

    equivalent to GTFS stop_name from stops.txt for stop_id

    GTFS

    Babcock Street

    stop_departure_datetime

    datetime

    earliest "IN_TRANSIT_TO" OR "INCOMING_AT" status timestamp for a trip-stop pair from GTFS-RT VehiclePosition as an Eastern datetime.

    GTFS-RT

    11/1/2023 5:24:51 AM

    stop_departure_sec

    int

    stop_departure_datetime as seconds after midnight

    LAMP Calculated

    20,517

    headway_branch_seconds

    int

    seconds between consecutive vehicles departing parent_station on branch_route_id

    LAMP Calculated

    1,387

    headway_trunk_seconds

    int

    seconds between consecutive vehicles departing parent_station on trunk_route_id

    LAMP Calculated

    311

    Changes to the data:

    Rapid Transit Events data is now sourced from Lightweight Application for Measuring Performance (LAMP). To learn more about LAMP, please visit LAMP Website.

    The data changed as follows:

    Trunk_route_id field is added.

    Branch_route_id field is added.

    Trip_id field is added.

    Direction field is added.

    Destination is now replaced conceptually by branch_route_id.

    Parent_station field is added.

    Stop_name field is added.

    Start_time_sec field is no longer included (if needed can be calculated as stop_departure_seconds - headway_*_seconds)

    Stop_departure_datetime field is added.

    End_time_sec is now stop_departure_sec.

    Headway_time_sec is changed from long to wide and is now headway_branch_seconds and headway_trunk_seconds.

    MassDOT/MBTA shall not be held liable for any errors in this data. This includes errors of omission, commission, errors concerning the content of the data, and relative and positional accuracy of the data. This data cannot be construed to be a legal document. Primary sources from which this data was compiled must be consulted for verification of information contained in this data.

  4. m

    MBTA Bus Ridership by Trip, Season, Route, Line, and Stop

    • gis.data.mass.gov
    • mbta-massdot.opendata.arcgis.com
    • +1more
    Updated Aug 28, 2019
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    Massachusetts geoDOT (2019). MBTA Bus Ridership by Trip, Season, Route, Line, and Stop [Dataset]. https://gis.data.mass.gov/datasets/8daf4a33925a4df59183f860826d29ee
    Explore at:
    Dataset updated
    Aug 28, 2019
    Dataset authored and provided by
    Massachusetts geoDOT
    License

    CC0 1.0 Universal Public Domain Dedicationhttps://creativecommons.org/publicdomain/zero/1.0/
    License information was derived automatically

    Area covered
    Description

    This file contains detailed boarding, alighting, and load data for bus. It contains the averages per trip, season, route/line, direction, stop, day type, and time period. Data is available for Fall seasons from 2016 through 2023.Data Dictionary:NameDescriptionData TypeExampleseasonSeason and year for which ridership should be returned.StringFall 2017route_idGTFS-compatible route for which ridership should be returned.String34Eroute_variantGTFS compatible route pattern id that identifies the variation from the typical trip taken by the vehicle. Indicates the route, variant number, and direction of trip.String34E-6-1direction_idGTFS-compatible direction for which ridership should be returned.Integer0trip_start_time24-hour time at which the one-way trip began. Trips starting after 11:59 PM are represented as 24:00 plus their 24-hour time. For example, a trip starting at 1:30 AM will be 25:30:00.Time05:15:00day_type_idShorthand for day identifier.Stringday_type_01day_type_nameText description of the id. Weekday, Saturday, or Sunday; holidays are excluded from the data.StringWeekdaystop_nameGTFS-compatible stop name for which ridership should be returned.StringWASHINGTON ST OPP RUGGLES STstop_idGTFS-compatible stop for which ridership should be returned.String1stop_sequenceThe ordinal identifier of the stop on the particular trip.Integer9average_boardingsThe average count of passengers getting on vehicles.Double435.6average_alightingsThe average count of passengers leaving vehicles.Double65.4average_loadThe average number of passengers on the vehicle upon leaving a stop, summed by the aggregated fields; represented as cumulative average load out.Double17.8sample_sizeThe number of trips scheduled at the start time used to calculate the average boardings, alightings, and loads.Integer18MassDOT/MBTA shall not be held liable for any errors in this data. This includes errors of omission, commission, errors concerning the content of the data, and relative and positional accuracy of the data. This data cannot be construed to be a legal document. Primary sources from which this data was compiled must be consulted for verification of information contained in this data.

  5. m

    MBTA Rapid Transit Travel Times 2023

    • gis.data.mass.gov
    • hub.arcgis.com
    • +1more
    Updated May 17, 2023
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    Massachusetts geoDOT (2023). MBTA Rapid Transit Travel Times 2023 [Dataset]. https://gis.data.mass.gov/datasets/b08854b18ad942e4bc471c8c20e80792
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    Dataset updated
    May 17, 2023
    Dataset authored and provided by
    Massachusetts geoDOT
    License

    CC0 1.0 Universal Public Domain Dedicationhttps://creativecommons.org/publicdomain/zero/1.0/
    License information was derived automatically

    Description

    It includes all heavy rail and light rail rapid transit lines. These travel times are calculated from the departure time at the origin stop to the arrival time at the destination stop. Due to track circuit or other data issues, data is not guaranteed to be complete for any origin-destination pair or date.Data Dictionary:NameDescriptionData TypeExampleservice_dateDate for which travel times should be returned.Date43830route_idGTFS-compatible route for which travel times should be returned.StringOrangedirection_idGTFS-compatible direction for which travel times should be returned.Integer0from_stop_idGTFS-compatible stop representing the origin stop in a pair.String70205to_stop_idGTFS-compatible stop representing the destination stop in a pair.String70154start_time_secProperty of “Travel Times”. Expressed in "seconds after midnight." The time associated with the departure event of the vehicle from the origin stop of the pair.Integer45763end_time_secProperty of “Travel Times”. Expressed in "seconds after midnight." The time associated with the arrival event of the vehicle to the destination stop of the pair.Integer46411travel_time_secProperty of “Travel Times”. Difference between start_time_sec and end_time_sec. The actual travel time between the origin stop and the destination stop, in seconds.Integer648MassDOT/MBTA shall not be held liable for any errors in this data. This includes errors of omission, commission, errors concerning the content of the data, and relative and positional accuracy of the data. This data cannot be construed to be a legal document. Primary sources from which this data was compiled must be consulted for verification of information contained in this data.

  6. MassDOT Developers' Data Sources

    • mass.gov
    Updated Nov 13, 2009
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    Massachusetts Department of Transportation (2009). MassDOT Developers' Data Sources [Dataset]. https://www.mass.gov/massdot-developers-data-sources
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    Dataset updated
    Nov 13, 2009
    Dataset authored and provided by
    Massachusetts Department of Transportationhttp://www.massdot.state.ma.us/
    Area covered
    Massachusetts
    Description

    Information and links for developers to work with real-time and static transportation data.

  7. m

    MBTA Rapid Transit Travel Times 2024

    • gis.data.mass.gov
    • hub.arcgis.com
    Updated Jun 4, 2024
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    Massachusetts geoDOT (2024). MBTA Rapid Transit Travel Times 2024 [Dataset]. https://gis.data.mass.gov/datasets/0b4dc16b8b984836962229865d5b573b
    Explore at:
    Dataset updated
    Jun 4, 2024
    Dataset authored and provided by
    Massachusetts geoDOT
    License

    CC0 1.0 Universal Public Domain Dedicationhttps://creativecommons.org/publicdomain/zero/1.0/
    License information was derived automatically

    Description

    This file contains the travel times between origin and destination pairs on a single line.

    It includes all heavy rail and light rail rapid transit lines. These travel times are calculated from the departure time at the from_stop to the arrival time at the to_stop. Due to track circuit or other data issues, data is not guaranteed to be complete for any origin-destination pair or date.

    Data Dictionary

    Each row represents a unique service_date-trip_id-from_stop_id-to_stop_id unit for rail service.

    field name

    type

    description

    source

    example

    service_date

    date

    equivalent to GTFS-RT start_date value in Trip Descriptor as date instead of string

    GTFS-RT

    2024-01-01

    route_id

    string

    equivalent to GTFS-RT route_id value in Trip Descriptor

    GTFS-RT

    Orange

    trip_id

    string

    equivalent to GTFS-RT trip_id value in Trip Descriptor

    GTFS-RT

    62248746

    direction_id

    int

    equivalent to GTFS-RT direction_id value in Trip Descriptor

    GTFS-RT

    0

    direction

    string

    equivalent to GTFS direction value from directions.txt for route_id-direction_id pair

    GTFS

    East

    from_parent_station

    string

    stop_name of the parent_station associated with the stop_id from stops.txt for origin stop.

    GTFS

    place-amory

    from_stop_id

    string

    equivalent to GTFS-RT stop_id value in VehiclePosition for origin stop.

    GTFS-RT

    170141

    from_stop_name

    string

    equivalent to GTFS stop_name from stops.txt for destination stop_id.

    GTFS

    Amory Street

    to_parent_station

    string

    stop_name of the parent_station associated with the stop_id from stops.txt for destination stop.

    GTFS

    place-babck

    to_stop_id

    string

    equivalent to GTFS-RT stop_id value in VehiclePosition for destination stop.

    GTFS-RT

    70560

    to_stop_name

    string

    equivalent to GTFS stop_name from stops.txt for origin stop_id.

    GTFS

    Babcock Street

    from_stop_departure_datetime

    datetime

    earliest "IN_TRANSIT_TO" OR "INCOMING_AT" status timestamp from origin stop (previous stop) from GTFS-RT VehiclePosition as an Eastern datetime.

    GTFS-RT

    11/1/2023 5:24:51 AM

    from_stop_departure_sec

    int

    from_stop_departure_datetime as seconds after midnight

    LAMP Calculated

    84912

    to_stop_arrival_datetime

    datetime

    earliest "STOPPED_AT" status timestamp for destination stop from GTFS-RT VehiclePosition or last arrival timestamp from GTFS-RT StopTimeUpdate if VehiclePosition value is not available as an Eastern datetime.

    GTFS-RT

    11/1/2023 5:25:34 AM

    to_stop_arrival_sec

    int

    to_stop_arrival_datetime as seconds after midnight

    LAMP Calculated

    84992

    travel_time_sec

    int

    seconds the vehicle spent traveling between origin stop and destination stop on trip.

    Calculated for Open Data Portal

    80

    Changes to the data

    Rapid Transit Travel Time data is now sourced from Lightweight Application for Measuring Performance (LAMP). To learn more about LAMP, please visit LAMP website.

    The data changed as follows:

    Trip_id field is added.

    Direction field is added.

    From_parent_station field is added.

    From_stop_name field is added.

    To_parent_station field is added.

    To_stop_name field is added.

    From_stop_departure_datetime field is added.

    To_stop_arrival_datetime field is added.

    Start_time_sec is now from_stop_departure_sec.

    End_time_sec is now to_stop_arrival_sec.

    MassDOT/MBTA shall not be held liable for any errors in this data. This includes errors of omission, commission, errors concerning the content of the data, and relative and positional accuracy of the data. This data cannot be construed to be a legal document. Primary sources from which this data was compiled must be consulted for verification of information contained in this data.

  8. m

    MBTA 2024 System-Wide Passenger Survey

    • gis.data.mass.gov
    Updated May 8, 2025
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    Massachusetts geoDOT (2025). MBTA 2024 System-Wide Passenger Survey [Dataset]. https://gis.data.mass.gov/datasets/MassDOT::mbta-2024-system-wide-passenger-survey/about
    Explore at:
    Dataset updated
    May 8, 2025
    Dataset authored and provided by
    Massachusetts geoDOT
    License

    CC0 1.0 Universal Public Domain Dedicationhttps://creativecommons.org/publicdomain/zero/1.0/
    License information was derived automatically

    Area covered
    Description

    For more information about the MBTA System-Wide Passenger Survey, please see the Rider Census website.FieldData TypeDescriptionaggregation_levelStringLevel of aggregation. One of: Reporting Group, Rapid Transit or Bus Rapid Transit Line, Service Mode, or Systemwide.service_modeStringMBTA service mode. One of: Bus (includes SL4/SL5), Commuter Rail, Ferry, Rapid Transit or Bus Rapid Transit - Blue Line, Rapid Transit or Bus Rapid Transit - Green Line, Rapid Transit or Bus Rapid Transit - Orange Line, Rapid Transit or Bus Rapid Transit - Red Line, Rapid Transit or Bus Rapid Transit - Mattapan Trolley, Rapid Transit or Bus Rapid Transit - Silver Line BRT (includes SL1/SL2/SL3).reporting_groupStringMBTA service reporting group. This field will be at different levels for different MBTA service modes. Generally speaking, heavy rail is summarized to the station or small group of geographically proximate stations, light rail is summarized to the branch, bus is summarized to the route or geographic group of routes, commuter rail is summarized to the line, and ferry is summarized to the mode.measure_groupStringCategory of measure: e.g., Race and Ethnicity, Income.measureStringMeasure: e.g., Race, Hispanic or Latino, Title VI Minority.categoryStringSpecific category for which data is being provided.weighted_percentNumericThe proportion of riders answering a question in the given category.MassDOT/MBTA shall not be held liable for any errors in this data. This includes errors of omission, commission, errors concerning the content of the data, and relative and positional accuracy of the data. This data cannot be construed to be a legal document. Primary sources from which this data was compiled must be consulted for verification of information contained in this data.

  9. m

    MBTA Extended Service Area

    • gis.data.mass.gov
    • hub.arcgis.com
    Updated Jan 13, 2020
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    Massachusetts geoDOT (2020). MBTA Extended Service Area [Dataset]. https://gis.data.mass.gov/items/ec170028b45e46cea43dd51bda250237
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    Dataset updated
    Jan 13, 2020
    Dataset authored and provided by
    Massachusetts geoDOT
    License

    CC0 1.0 Universal Public Domain Dedicationhttps://creativecommons.org/publicdomain/zero/1.0/
    License information was derived automatically

    Area covered
    Description

    This file contains the 178 cities and towns in Massachusetts for which MBTA bus, rapid transit, or commuter rail service is provided. This data is based off of the 2010 census. The legislative intent for some boundaries could not be mapped. Boundaries where that is true are identified in the attribute information. NameDescriptionData TypeExampletownFull name for the MA town or city identification.StringBostontown_idMassGIS Town-ID Code (alphabetical, 1-351)Numeric34sum_acresArea covered by the town or city in acres.Double31304.22sum_squareArea covered by the town or city in square miles.Double48.91 MassDOT/MBTA shall not be held liable for any errors in this data. This includes errors of omission, commission, errors concerning the content of the data, and relative and positional accuracy of the data. This data cannot be construed to be a legal document. Primary sources from which this data was compiled must be consulted for verification of information contained in this data.

  10. a

    MBTA System Data Guide

    • hub.arcgis.com
    Updated Jun 18, 2020
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    Massachusetts geoDOT (2020). MBTA System Data Guide [Dataset]. https://hub.arcgis.com/documents/MassDOT::mbta-system-data-guide/about
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    Dataset updated
    Jun 18, 2020
    Dataset authored and provided by
    Massachusetts geoDOT
    License

    CC0 1.0 Universal Public Domain Dedicationhttps://creativecommons.org/publicdomain/zero/1.0/
    License information was derived automatically

    Description

    Our guide to system data definitions, data collection methods, and data sets. Updated June 2020.Included in this guide:Key Words:System DataVehicle Location DataGeneral Transit Specific Feed (GTFS)Service AreaEvent (rail)Travel Time (rail)Headway (rail)Headway (bus)AlertsStop DistanceDirectionStop SequencePeak HourTime PeriodService DaySeasonHow We Collect System Data:Using Vehicle Location Data for:Using GTFSVehicle Location Data Use CasesReference Table Use CasesMassDOT/MBTA shall not be held liable for any errors in this data. This includes errors of omission, commission, errors concerning the content of the data, and relative and positional accuracy of the data. This data cannot be construed to be a legal document. Primary sources from which this data was compiled must be consulted for verification of information contained in this data.

  11. a

    MBTA Rapid Transit Stop Distances

    • mbta-massdot.opendata.arcgis.com
    • gis.data.mass.gov
    • +1more
    Updated Jul 21, 2023
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    Massachusetts geoDOT (2023). MBTA Rapid Transit Stop Distances [Dataset]. https://mbta-massdot.opendata.arcgis.com/datasets/mbta-rapid-transit-stop-distances
    Explore at:
    Dataset updated
    Jul 21, 2023
    Dataset authored and provided by
    Massachusetts geoDOT
    License

    CC0 1.0 Universal Public Domain Dedicationhttps://creativecommons.org/publicdomain/zero/1.0/
    License information was derived automatically

    Description

    Distances, in meters and miles, between stops on MBTA rapid transit lines. This includes the Red Line, Green Line, Blue Line, Orange Line, and Mattapan Trolley.This data is obtained from GTFS. While suitable for the vast majority of applications, small inaccuracies may be present. MassDOT/MBTA shall not be held liable for any errors in this data. This includes errors of omission, commission, errors concerning the content of the data, and relative and positional accuracy of the data. This data cannot be construed to be a legal document. Primary sources from which this data was compiled must be consulted for verification of information contained in this data.

  12. m

    MBTA Rapid Transit Headways 2022

    • gis.data.mass.gov
    Updated May 2, 2022
    + more versions
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    Massachusetts geoDOT (2022). MBTA Rapid Transit Headways 2022 [Dataset]. https://gis.data.mass.gov/datasets/MassDOT::mbta-rapid-transit-headways-2022
    Explore at:
    Dataset updated
    May 2, 2022
    Dataset authored and provided by
    Massachusetts geoDOT
    License

    CC0 1.0 Universal Public Domain Dedicationhttps://creativecommons.org/publicdomain/zero/1.0/
    License information was derived automatically

    Description

    It includes all heavy rail and light rail rapid transit lines. Due to track circuit or other data issues, data is not guaranteed to be complete for any stop or date. Data Dictionary:NameDescriptionData TypeExampleservice_dateDate for which headways should be returned.Date2019-12-31route_idGTFS-compatible route for which headways should be returned.StringOrangedirection_idGTFS-compatible direction for which headways should be returned.Integer0stop_idGTFS-compatible stop for which headways should be returned.String70154start_time_secProperty of “Headways”. Expressed in "seconds after midnight." The time associated with the departure event of previous vehicle.Integer45763end_time_secProperty of “Headways”. Expressed in "seconds after midnight." The time associated with the departure event of current vehicle.Integer46411headway_time_secProperty of “Headways”. Difference between start_time_sec and end_time_sec. The actual travel time between the origin stop and the destination stop, in seconds. Red line trunk stops will have two headways for the same southbound train: one dependent on the destination and one independent of the destination.Integer648destinationProperty of “Headways”. Intended destination for the vehicle.StringForest HillsMassDOT/MBTA shall not be held liable for any errors in this data. This includes errors of omission, commission, errors concerning the content of the data, and relative and positional accuracy of the data. This data cannot be construed to be a legal document. Primary sources from which this data was compiled must be consulted for verification of information contained in this data.

  13. m

    MBTA Rapid Transit Events 2020

    • gis.data.mass.gov
    • mbta-massdot.opendata.arcgis.com
    Updated Apr 22, 2020
    + more versions
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    Massachusetts geoDOT (2020). MBTA Rapid Transit Events 2020 [Dataset]. https://gis.data.mass.gov/datasets/cb4cf52bafb1402b9b978a424ed4dd78
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    Dataset updated
    Apr 22, 2020
    Dataset authored and provided by
    Massachusetts geoDOT
    License

    CC0 1.0 Universal Public Domain Dedicationhttps://creativecommons.org/publicdomain/zero/1.0/
    License information was derived automatically

    Area covered
    Description

    It includes all heavy rail and light rail rapid transit lines. These events are used to calculate travel times, dwell times, and headways. Due to track circuit or other data issues, data is not guaranteed to be complete for any stop or date. Data Dictionary:

    Name
    Description
    Data Type
    Example
    
    
    service_date
    Date for which events should be returned. 
    Date
    2019-12-31
    
    
    route_id
    GTFS-compatible route for which events should be returned. 
    String
    Orange
    
    
    trip_id
    GTFS-compatible trip for which events should be returned. 
    String
    461_1
    
    
    direction_id
    GTFS-compatible direction for which events should be returned. 
    Integer
    0
    
    
    stop_id
     GTFS-compatible stop for which ridership should be returned.
    String
    place-wlsta
    
    
    stop_sequence
     GTFS-compatible order of stops on a route for which events should be returned.
    Integer
    590
    
    
    vehicle_id
    Property of “events”. The identifier for the vehicle performing the trip for which events are returned. 
    String
    R-545A9644
    
    
    vehicle_label
    Property of “events”. Human-readable, publicly visible identifier for the vehicle. 
    String
    3830-3652
    
    
    event_type
    The type of event: ‘ARR’ for arrival, ‘DEP’ for departure, ‘PRA’ for predicted arrival, and ‘PRD’ for predicted departure.PRA and PRD events occur when the Performance system is relatively sure that a train actually made the indicated movement at the indicated station, but the system did not observe an "actual" event from the realtime system. In that case, we use the last available prediction for the given event as a reasonable proxy. We often lack actual ARR events at terminals because the realtime system is designed for tracking trains that passengers want to board, not necessarily trains that have already arrived at a terminal station. The instant a train arrives at a terminal station (e.g. arriving northbound at Oak Grove), the MBTA-performance system may no longer be able to track its location. In some cases, we are not able to fill in a PRA event at all, so some types of analysis are less accurate at terminals. Depending on your objectives, you may wish to use the second-to-last station as a proxy
    String
    DEP
    
    
    event_time
    The time of the event, in epoch time. 
    Integer
    1546349755
    
    
    event_time_sec
    The time of the event, in seconds after midnight. 
    Integer
    30955
    

    MassDOT/MBTA shall not be held liable for any errors in this data. This includes errors of omission, commission, errors concerning the content of the data, and relative and positional accuracy of the data. This data cannot be construed to be a legal document. Primary sources from which this data was compiled must be consulted for verification of information contained in this data.

  14. m

    MBTA Ridership Guide

    • gis.data.mass.gov
    • mbta-massdot.opendata.arcgis.com
    • +1more
    Updated May 6, 2020
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    Massachusetts geoDOT (2020). MBTA Ridership Guide [Dataset]. https://gis.data.mass.gov/documents/MassDOT::mbta-ridership-guide/about
    Explore at:
    Dataset updated
    May 6, 2020
    Dataset authored and provided by
    Massachusetts geoDOT
    License

    CC0 1.0 Universal Public Domain Dedicationhttps://creativecommons.org/publicdomain/zero/1.0/
    License information was derived automatically

    Area covered
    Description

    Our guide to ridership definitions, data collection methods, and data sets. Updated June 2020.Included in this guide:How We Calculate Ridership:Automatic Passenger Counters (APC)Automated Fare Collection (AFC)Manual countsKey Words:FlowLoadRidershipStation EntriesPeak HourService DayTime PeriodSeasonSuggested Use CasesAverage Weekday Gated Station Entries FY19MassDOT/MBTA shall not be held liable for any errors in this data. This includes errors of omission, commission, errors concerning the content of the data, and relative and positional accuracy of the data. This data cannot be construed to be a legal document. Primary sources from which this data was compiled must be consulted for verification of information contained in this data.

  15. m

    MBTA Rail Ridership by Time Period, Season, Route/Line, and Stop

    • gis.data.mass.gov
    • mbta-massdot.opendata.arcgis.com
    • +1more
    Updated Aug 28, 2019
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    Massachusetts geoDOT (2019). MBTA Rail Ridership by Time Period, Season, Route/Line, and Stop [Dataset]. https://gis.data.mass.gov/maps/MassDOT::mbta-rail-ridership-by-time-period-season-route-line-and-stop
    Explore at:
    Dataset updated
    Aug 28, 2019
    Dataset authored and provided by
    Massachusetts geoDOT
    License

    CC0 1.0 Universal Public Domain Dedicationhttps://creativecommons.org/publicdomain/zero/1.0/
    License information was derived automatically

    Area covered
    Description

    This file contains detailed ridership and flow data for heavy rail and light rail. It contains the average ridership per season, route/line, direction, stop, day type, and time period. Data is available for Fall 2017, Fall 2018, and Fall 2019.Due to track circuit issues, the Fall 2018 season for heavy and light rail only includes the month of September.Due to track servicing and shuttling, weekend volume for the Orange line between Forest Hills and Ruggles is underestimated during the Fall 2018 season.Due to construction, volume for the Red line at Wollaston is underestimated during the Fall 2018 season.Data Dictionary:

    Name
    Description
    Data Type
    Example
    
    
    mode
    GTFS-compatible mode of transportation for which ridership should be returned. 
    Integer
    1
    
    
    season
    Season and year for which ridership should be returned. 
    String
    Fall 2017
    
    
    route_id
    Route for which ridership should be returned. 
    String
    Red
    
    
    route_name
    Description of route.
    String
    Red Line
    
    
    direction_id
    GTFS-compatible direction for which ridership should be returned. 
    Integer
    0
    
    
    day_type_id
    Shorthand for day identifier. 
    String
    day_type_01
    
    
    day_type_name
    Text description of the id. Weekday, Saturday, or Sunday; holidays are excluded from the data. 
    String
    Weekday
    
    
    time_period_id
    Shorthand for time period identifier, per our Service Delivery Policy. 
    String
    time_period_03
    
    
    time_period_name
    Aggregated periods of varying lengths to represent different levels of service provided. 
    String
    AM_RUSH
    
    
    stop_name
     GTFS-compatible stop name for which ridership should be returned.
    String
    Wollaston
    
    
    parent_station
     GTFS-compatible stop for which ridership should be returned.
    String
    place-wlsta
    
    
    total_ons
    The count of passengers boarding vehicles, summed by the aggregated fields.
    Integer
    1491
    
    
    total_offs
    The count of passengers alighting vehicles, summed by the aggregated fields.
    
    Integer
    7990
    
    
    number_service_days
    Number of non-holiday service days in the season based on day type.
    Integer
    19
    
    
    average_ons
    Represents the ons on a typical service day within the aggregated fields. Calculated by total_ons/number_service_days.
    
    Double
    435.6
    
    
    average_offs
    Represents the offs on a typical service day within the aggregated fields. Calculated by total_offs/number_service_days. 
    Double
    65.4
    
    
    average_flow
    The total number of passengers traveling through the rail system between stations within the aggregated time period, averaged to represent the typical weekday, saturday, or sunday.
    Integer
    21
    

    MassDOT/MBTA shall not be held liable for any errors in this data. This includes errors of omission, commission, errors concerning the content of the data, and relative and positional accuracy of the data. This data cannot be construed to be a legal document. Primary sources from which this data was compiled must be consulted for verification of information contained in this data.

  16. m

    MBTA Service Delivery Policy Comfort Metric

    • gis.data.mass.gov
    • hub.arcgis.com
    • +2more
    Updated Oct 21, 2025
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    Massachusetts geoDOT (2025). MBTA Service Delivery Policy Comfort Metric [Dataset]. https://gis.data.mass.gov/datasets/f669fc7a9b1c49b292532b1b7b936e97
    Explore at:
    Dataset updated
    Oct 21, 2025
    Dataset authored and provided by
    Massachusetts geoDOT
    License

    CC0 1.0 Universal Public Domain Dedicationhttps://creativecommons.org/publicdomain/zero/1.0/
    License information was derived automatically

    Description

    Data Dictionary:NameDescriptionData TypeExampleSeasonSeason and year of when passenger comfort was calculatedStringFall 2019sdp_modeMode of service (either bus or heavy rail)StringBusroute_idGTFS-compatible routeString10day_typeDay type of service (weekday, saturday, sunday). Holidays are excluded. StringWeekdaypassenger_minutes_totalThe estimated number of total passenger minutes spent inside a vehicle for a given routeDouble12946564.4sdp_uncomfortable_minutes_totalThe estimated number of passenger minutes spent in crowded/uncomfortable conditions (defined by the SDP) inside a vehicle for a given routeDouble1769978.838crowdingsdp_uncomfortable_minutes_total/passenger_minutes_total; time spent in uncomfortable conditonsDouble0.14comfort_measure1 - crowding; time spent in comfortable conditionsDouble0.86 MassDOT/MBTA shall not be held liable for any errors in this data. This includes errors of omission, commission, errors concerning the content of the data, and relative and positional accuracy of the data. This data cannot be construed to be a legal document. Primary sources from which this data was compiled must be consulted for verification of information contained in this data.

  17. m

    MBTA Rapid Transit Headways 2020

    • gis.data.mass.gov
    • mbta-massdot.opendata.arcgis.com
    • +1more
    Updated Apr 16, 2020
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    Massachusetts geoDOT (2020). MBTA Rapid Transit Headways 2020 [Dataset]. https://gis.data.mass.gov/datasets/MassDOT::mbta-rapid-transit-headways-2020/about
    Explore at:
    Dataset updated
    Apr 16, 2020
    Dataset authored and provided by
    Massachusetts geoDOT
    License

    CC0 1.0 Universal Public Domain Dedicationhttps://creativecommons.org/publicdomain/zero/1.0/
    License information was derived automatically

    Area covered
    Description

    It includes all heavy rail and light rail rapid transit lines. Due to track circuit or other data issues, data is not guaranteed to be complete for any stop or date.Due to data collection issues, the following dates and/or lines are missing from this data set:March 23, 2020 Mattapan High Speed Line. Data Dictionary:

    Name
    Description
    Data Type
    Example
    
    
    service_date
    Date for which headways should be returned. 
    Date
    2020-12-31
    
    
    route_id
    GTFS-compatible route for which headways should be returned. 
    String
    Orange
    
    
    direction_id
    GTFS-compatible direction for which headways should be returned. 
    Integer
    0
    
    
    stop_id
    GTFS-compatible stop for which headways should be returned.
    String
    70154
    
    
    start_time_sec
    Property of “Headway”. Expressed in "seconds after midnight." The time associated with the departure event of previous vehicle.
    Integer
    45763
    
    
    end_time_sec
    Property of “Headway”. Expressed in "seconds after midnight." The time associated with the departure event of current vehicle.
    Integer
    46411
    
    
    headway_time_sec
    Property of “Headway”. Difference between start_time_sec and end_time_sec. The actual headway between two trains with the same destination, in seconds. Red line trunk stops will have two headways for the same southbound train: one dependent on the destination and one independent of the destination.
    Integer
    648
    
    
    destination
    Property of “Headway”. Intended destination for the vehicle.
    String
    Forest Hills
    

    MassDOT/MBTA shall not be held liable for any errors in this data. This includes errors of omission, commission, errors concerning the content of the data, and relative and positional accuracy of the data. This data cannot be construed to be a legal document. Primary sources from which this data was compiled must be consulted for verification of information contained in this data.

  18. a

    MBTA Bus Ridership by Time Period, Season, Route/Line, and Stop - Fall

    • hub.arcgis.com
    • gis.data.mass.gov
    Updated Mar 20, 2025
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    Massachusetts geoDOT (2025). MBTA Bus Ridership by Time Period, Season, Route/Line, and Stop - Fall [Dataset]. https://hub.arcgis.com/maps/MassDOT::mbta-bus-ridership-by-time-period-season-route-line-and-stop-fall
    Explore at:
    Dataset updated
    Mar 20, 2025
    Dataset authored and provided by
    Massachusetts geoDOT
    License

    CC0 1.0 Universal Public Domain Dedicationhttps://creativecommons.org/publicdomain/zero/1.0/
    License information was derived automatically

    Area covered
    Description

    MassDOT/MBTA shall not be held liable for any errors in this data. This includes errors of omission, commission, errors concerning the content of the data, and relative and positional accuracy of the data. This data cannot be construed to be a legal document. Primary sources from which this data was compiled must be consulted for verification of information contained in this data.

  19. m

    MBTA Rapid Transit Headways 2017

    • gis.data.mass.gov
    • hub.arcgis.com
    • +1more
    Updated Aug 16, 2019
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    Massachusetts geoDOT (2019). MBTA Rapid Transit Headways 2017 [Dataset]. https://gis.data.mass.gov/maps/MassDOT::mbta-rapid-transit-headways-2017
    Explore at:
    Dataset updated
    Aug 16, 2019
    Dataset authored and provided by
    Massachusetts geoDOT
    License

    CC0 1.0 Universal Public Domain Dedicationhttps://creativecommons.org/publicdomain/zero/1.0/
    License information was derived automatically

    Area covered
    Description

    It includes all heavy rail and light rail rapid transit lines. Due to track circuit or other data issues, data is not guaranteed to be complete for any stop or date.Due to data collection issues, the following dates and/or lines are missing from this data set:January 21, 2017 Blue LineJune 4, 2017 Mattapan High Speed LineOctober 22, 2017 Mattapan High Speed LineFebruary 8 - March 2, 2017 All Green Line branchesMattapan High Speed Line data available beginning May 30, 2017.Data Dictionary:

    Name
    Description
    Data Type
    Example
    
    
    service_date
    Date for which headways should be returned. 
    Date
    2019-12-31
    
    
    route_id
    GTFS-compatible route for which headways should be returned. 
    String
    Orange
    
    
    direction_id
    GTFS-compatible direction for which headways should be returned. 
    Integer
    0
    
    
    stop_id
    GTFS-compatible stop for which headways should be returned.
    String
    70154
    
    
    start_time_sec
    Property of “Headways”. Expressed in "seconds after midnight." The time associated with the departure event of previous vehicle.
    Integer
    45763
    
    
    end_time_sec
    Property of “Headways”. Expressed in "seconds after midnight." The time associated with the departure event of current vehicle.
    Integer
    46411
    
    
    headway_time_sec
    Property of “Headways”. Difference between start_time_sec and end_time_sec. The actual headway between two trains with the same destination, in seconds. Red line trunk stops will have two headways for the same southbound train: one dependent on the destination and one independent of the destination.
    Integer
    648
    
    
    destination
    Property of “Headways”. Intended destination for the vehicle.
    String
    Forest Hills
    

    MassDOT/MBTA shall not be held liable for any errors in this data. This includes errors of omission, commission, errors concerning the content of the data, and relative and positional accuracy of the data. This data cannot be construed to be a legal document. Primary sources from which this data was compiled must be consulted for verification of information contained in this data.

  20. m

    MBTA Systemwide GTFS Map

    • gis.data.mass.gov
    • mbta-massdot.opendata.arcgis.com
    • +1more
    Updated Oct 29, 2021
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    Massachusetts geoDOT (2021). MBTA Systemwide GTFS Map [Dataset]. https://gis.data.mass.gov/maps/MassDOT::other-routes/about
    Explore at:
    Dataset updated
    Oct 29, 2021
    Dataset authored and provided by
    Massachusetts geoDOT
    License

    CC0 1.0 Universal Public Domain Dedicationhttps://creativecommons.org/publicdomain/zero/1.0/
    License information was derived automatically

    Area covered
    Description

    This map service contains layers from the stops, shapes, and facilities files from the MBTA GTFS.MassDOT/MBTA shall not be held liable for any errors in this data. This includes errors of omission, commission, errors concerning the content of the data, and relative and positional accuracy of the data. This data cannot be construed to be a legal document. Primary sources from which this data was compiled must be consulted for verification of information contained in this data.

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Massachusetts geoDOT (2024). MBTA Rapid Transit Events 2024 (old data source) [Dataset]. https://gis.data.mass.gov/datasets/4adbec39db40498a8530496d8c63a924

MBTA Rapid Transit Events 2024 (old data source)

Explore at:
Dataset updated
Feb 14, 2024
Dataset authored and provided by
Massachusetts geoDOT
License

CC0 1.0 Universal Public Domain Dedicationhttps://creativecommons.org/publicdomain/zero/1.0/
License information was derived automatically

Description

IMPORTANT: This link is no longer updated. To access MBTA Rapid Transit Events 2024 data, please go to MBTA Rapid Transit Events 2024. Rapid Transit Events data is now sourced from Lightweight Application for Measuring Performance (LAMP). To learn more about LAMP, please visit LAMP website.This file contains the arrival and departure events for rapid transit lines for 2024. It includes all heavy rail and light rail rapid transit lines. These events are used to calculate travel times, dwell times, and headways. Due to track circuit or other data issues, data is not guaranteed to be complete for any stop or date. Data Dictionary:

NameDescriptionData TypeExampleservice_dateDate for which events should be returned.Date2024-01-01route_idGTFS-compatible route for which events should be returned.StringOrangetrip_idGTFS-compatible trip for which events should be returned.String461_1direction_idGTFS-compatible direction for which events should be returned.Integer0stop_idGTFS-compatible stop for which ridership should be returned.Stringplace-wlstastop_sequenceGTFS-compatible order of stops on a route for which events should be returned.Integer590vehicle_idProperty of “events”. The identifier for the vehicle performing the trip for which events are returned.StringR-545A9644vehicle_labelProperty of “events”. Human-readable, publicly visible identifier for the vehicle.String3830-3652event_typeThe type of event: ‘ARR’ for arrival, ‘DEP’ for departure, ‘PRA’ for predicted arrival, and ‘PRD’ for predicted departure. PRA and PRD events occur when the Performance system is relatively sure that a train actually made the indicated movement at the indicated station, but the system did not observe an "actual" event from the realtime system. In that case, we use the last available prediction for the given event as a reasonable proxy. We often lack actual ARR events at terminals because the realtime system is designed for tracking trains that passengers want to board, not necessarily trains that have already arrived at a terminal station. The instant a train arrives at a terminal station (e.g. arriving northbound at Oak Grove), the MBTA-performance system may no longer be able to track its location. In some cases, we are not able to fill in a PRA event at all, so some types of analysis are less accurate at terminals. Depending on your objectives, you may wish to use the second-to-last station as a proxyStringDEPevent_timeThe time of the event, in epoch time.Integer1546349755event_time_secThe time of the event, in seconds after midnight.Integer30955MassDOT/MBTA shall not be held liable for any errors in this data. This includes errors of omission, commission, errors concerning the content of the data, and relative and positional accuracy of the data. This data cannot be construed to be a legal document. Primary sources from which this data was compiled must be consulted for verification of information contained in this data.

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