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Feed status · checked 2026-10-08

Pioneer Valley Transit Authority (PVTA)

Based on the feed source on file; publisher ownership is not verified

Service mode Bus

48.0 / 100

unchanged since 2026-10-07

Cataloged in Massachusetts.

Covers 72 days

A data-quality and completeness lens to help an agency improve its GTFS feed. Not an official compliance determination from any transit program. New to this? How to read your scorecard. Interactive view of this scorecard. Rubric v1.4, validator 8.0.1.

Checked for changes 66 minutes ago; last changed 19 days ago.

Measured 4 of 4 score categories from the feed URL on file (publisher not verified).

How we measured this

Confidence in this measurement: high.

  • All four score categories were measured this run.
  • Realtime was sampled in one bounded window of 3 snapshots.
  • The feed was downloaded from the configured feed URL. Publisher ownership of that URL is not verified.

Confidence describes how much the pipeline could measure this run, not the feed itself. It never changes the grade.

About this feed

Pioneer Valley Transit Authority (PVTA)’s published feed lists 63 bus routes, 16,831 scheduled trips and 1,980 stops. Its service dates run from 2026-09-17 through 2026-12-19. It publishes realtime trip updates, vehicle positions and service alerts; when we checked, 0 of 3 answered. The published file last changed on 2026-10-07.

Top things to fix

Fix 01

Check the trip updates endpoint with your AVL vendor; it should return a fresh GTFS-Realtime protobuf on every request.

The trip updates realtime feed failed during sampling. When this feed is down, riders see scheduled times presented as if they were live.

This was measured over a realtime sampling window, so it has no feed-wide share.

⏱ Usually a vendor support ticket.worth about +33 points in its category

Fix 02

Check the vehicle positions endpoint with your AVL vendor; it should return a fresh GTFS-Realtime protobuf on every request.

The vehicle positions realtime feed failed during sampling. When this feed is down, riders see scheduled times presented as if they were live.

This was measured over a realtime sampling window, so it has no feed-wide share.

⏱ Usually a vendor support ticket.worth about +33 points in its category

Fix 03

Check the service alerts endpoint with your AVL vendor; it should return a fresh GTFS-Realtime protobuf on every request.

The service alerts realtime feed failed during sampling. When this feed is down, riders see scheduled times presented as if they were live.

This was measured over a realtime sampling window, so it has no feed-wide share.

⏱ Usually a vendor support ticket.worth about +33 points in its category

Riders and need behind these fixes

  • This feed carries no National Transit Database ID, so annual rider-trips are not known for it.
  • Massachusetts as a whole measures lower on transit need. That is a statewide reading, not one for this feed's service area. Source: US Census ACS 5-year 2022, statewide overlay, as of 2026-10-05.

These describe this feed only. They do not rank agencies, and they do not change the grade or the order of the fixes.

Finding handoff

Move one finding to a recheck

Select one finding. Copy the request, make the change in the feed-producing tool, then compare the next complete run.

Finding
Fix 01 in Top things to fix: its feed evidence and the requested change.
Recheck
Publish the changed feed at the same URL. On the next complete, comparable scorecard run, confirm that this finding is no longer reported.
Copy handoff text
How to make and check these changes

Check the result on the published feed. Read the guide, make the change in your tool, and use the next comparable run to see whether the finding is still reported. Only an action or ticket record can attribute who made the change.

  1. Fix 01 · Read the fix guide for scorecard_rt_trip_updates_unreachable

    Make the change. Make this change in whatever tool produces your feed, then re-export.

    Check the result. The next scorecard run checks this finding again. If a comparable check no longer reports it, the feed's clearance log records that result. This confirms feed state, not who made the change. See this feed's finding-clearance log.

  2. Fix 02 · Read the fix guide for scorecard_rt_vehicle_positions_unreachable

    Make the change. Make this change in whatever tool produces your feed, then re-export.

    Check the result. The next scorecard run checks this finding again. If a comparable check no longer reports it, the feed's clearance log records that result. This confirms feed state, not who made the change. See this feed's finding-clearance log.

  3. Fix 03 · Read the fix guide for scorecard_rt_service_alerts_unreachable

    Make the change. Make this change in whatever tool produces your feed, then re-export.

    Check the result. The next scorecard run checks this finding again. If a comparable check no longer reports it, the feed's clearance log records that result. This confirms feed state, not who made the change. See this feed's finding-clearance log.

Rider view: what this feed publishes

A quick read of rider-facing information in this feed.

Schedule visibility
The feed's last published service date is in 72 days.
Published accessibility data
Accessibility information is stated for 87.2% of stops and 100% of trips. This measures published data, not whether stops or vehicles are physically usable.
Fare information
Fare information is published using GTFS Fares v2.
Realtime information
No realtime feed was reachable during sampling.

Important: This does not rate service reliability. Riders should confirm current service alerts, fares, and accessibility accommodations with the transit operator before traveling.

Send your vendor a fix request

You may not control the GTFS export yourself. Copy this and send it to whoever runs your scheduling software export. It names each fix with the validator notice and a guide link.

Score by category

Correctness10.8 / 100

The MobilityData validator flagged 10 kinds of issue across 11570 instances (522 error, 11037 warning, 11 informational).

Freshness100.0 / 100

Service data covers the next 72 days.

Rider experience96.8 / 100

87% of stops state wheelchair accessibility (80% marked accessible, 7% marked not accessible). This measures what the feed publishes, not whether a stop is physically usable. Fare data is published.

Accessibility92 / 100

87% of stops state accessibility (80% marked accessible). Reflects what the feed states, not verified physical usability.

3 accessibility depth signals

  • 12 route badge(s) pair a color and text color below the WCAG 4.5:1 contrast bar (45, 46, UMG, G1, G1, and more).

    Consider: Adjust route_color or route_text_color so each pair clears 4.5:1. Often switching the text between black and white is enough.

  • 1541 stop name(s) use abbreviations or symbols a screen reader may mispronounce, with no spoken form set ("Main / High (Haydenville)", "Plainfield / Wason", "Bay / Aster", and more).

    Consider: Add tts_stop_name with the spoken form, e.g. 'Main Street and Second Avenue', for the affected stops.

  • This feed models stations or entrances but has no pathways.txt and levels.txt.

    Consider: Add pathways.txt connecting entrances, platforms, and elevators, and levels.txt for each floor, so the step-free route is described.

Opportunities to strengthen the data, not deductions from the sub-score above. States what the second accessibility lens can check from the feed, not verified physical usability.

FaresFares v2

Fares are applied to trips.

Realtime quality0.0 / 100

Sampled 3 times: 0 of 3 configured feeds healthy; vehicle position plausibility was not measurable.

Routes and stops

Each route is drawn once, using the longest shape its trips follow; stops are the dots.

This feed has 1980 stops.

Skip to route and stop data

The route and stop data is ready below. Load the map only when you want the geographic view. It uses additional data.

Basemap: OpenFreeMap, © OpenStreetMap contributors. Routes and stops: this agency's GTFS feed.

  • 30 (yellow)
  • 31 (pink)
  • 33 (teal)
  • 34 (teal)
  • 35 (teal)
  • 38 (purple)
  • 39 (purple)
  • 45 (green)
  • 46 (green)
  • UMG (gray)
  • T1 (yellow)
  • T2 (yellow)
  • T3 (yellow)
  • T4 (yellow)
  • T5 (yellow)
  • T6 (yellow)
  • T20 (yellow)
  • T21 (yellow)
  • T23 (yellow)
  • T24 (yellow)
  • T92 (yellow)
  • 904 (green)
  • Big E Express (red)
  • P21E (purple)
  • 38NS (purple)
  • 39E (purple)
  • B43E (teal)
  • PG (black)
  • B12 (teal)
  • B17 (teal)
  • B23 (teal)
  • B4 (teal)
  • B43 (teal)
  • B48 (teal)
  • B49 (teal)
  • B6 (teal)
  • B7 (teal)
  • B79 (teal)
  • G1 (green)
  • G1 (green)
  • G19 (green)
  • G2 (green)
  • G3 (green)
  • G47 (green)
  • G5 (green)
  • G73E (green)
  • NE (red)
  • P11 (purple)
  • P20 (purple)
  • P21 (purple)
  • PS (teal)
  • R10 (red)
  • R14 (red)
  • R22 (red)
  • R24 (red)
  • R29 (red)
  • R41 (red)
  • R42 (red)
  • R44 (red)
  • WS (green)
  • X90 (black)
  • X92 (black)
  • X94 (black)
Routes in Pioneer Valley Transit Authority (PVTA)'s feed
RouteTypeLine color
30 North Amherst / Old Belchertown RdBusyellow
31 Sunderland / South AmherstBuspink
33 Puffers Pond / Stop and ShopBusteal
34 Campus Shuttle NorthboundBusteal
35 Campus Shuttle SouthboundBusteal
38 Mount Holyoke / UMassBuspurple
39 Smith College-Hampshire CollegeBuspurple
45 Belchertown Center / UMassBusgreen
46 Whately / S. Deerfield / UMassBusgreen
UMG To/From Bus GarageBusgray
T1 Tripper 1 Helper ServiceBusyellow
T2 Tripper 2 Helper ServiceBusyellow
T3 Tripper 3 Helper ServiceBusyellow
T4 Tripper 4 Helper ServiceBusyellow
T5 Tripper 5 Helper ServiceBusyellow
T6 Tripper 6 Helper ServiceBusyellow
T20 Tripper 20 Helper ServiceBusyellow
T21 Tripper 21 Helper ServiceBusyellow
T23 Tripper 23 Helper ServiceBusyellow
T24 Tripper 24 Helper ServiceBusyellow
T92 Tripper 92 Helper ServiceBusyellow
904 Pittsfield-NorthamptonBusgreen
Big E ExpressBusred
P21E Holyoke-Springfield Express via I-391Buspurple
38NS Mount Holyoke / UMass - No SchoolBuspurple
39E Smith-Mount Holyoke ExpressBuspurple
B43E Northampton-Amherst ExpressBusteal
PG Pelham-GreenfieldBusblack
B12 Stonybrook ExpressBusteal
B17 Wilbraham Big Y-Worthington St-Wilbraham RdBusteal
B23 Holyoke-Westfield via HCCBusteal
B4 Plainfield StreetBusteal
B43 Northampton-Hadley-AmherstBusteal
B48 Northampton-Holyoke via Route 5Busteal
B49 Holyoke-WareBusteal
B6 Ludlow via Bay StBusteal
B7 Wilbraham Big Y-State St-Boston RdBusteal
B79 Amherst-Worcester Intercity ServiceBusteal
G1 Five Town Plaza-Sumner-Union StationBusgreen
G1 Chicopee Big Y-Chicopee Ctr-Union StationBusgreen
G19 Holyoke-Montcalm-ChicopeeBusgreen
G2 Carew-East Springfield / Belmont-Dwight RdBusgreen
G3 Spfld Plaza via Liberty / King-WestfordBusgreen
G47 Northampton-Westfield-SouthwickBusgreen
G5 Dickinson-Jewish Home-LongmeadowBusgreen
G73E Springfield-Northampton ExpressBusgreen
NE Nashawannuck ExpressBusred
P11 Holyoke Community College ExpressBuspurple
P20 Holyoke-Springfield via Holyoke MallBuspurple
P21 Holyoke-Springfield via ChicopeeBuspurple
PS Palmer ShuttleBusteal
R10 Westfield/West Springfield via Route 20Busred
R14 Feeding Hills-SpringfieldBusred
R22 Holyoke-Grattan-ChicopeeBusred
R24 HTC-Holyoke Hospital-Holyoke MallBusred
R29 Holyoke-South HadleyBusred
R41 Northampton-Easthampton-HCC-Holyoke MallBusred
R42 Northampton-WilliamsburgBusred
R44 Florence Heights via King St/Bridge RdBusred
WS Ware ShuttleBusgreen
X90 Inner CrosstownBusblack
X92 Mid City CrosstownBusblack
X94 Outer CrosstownBusblack
List every stop
  • South Deerfield Center
  • Silver Lane
  • Haydenville Center OB
  • Plainfield / Wason
  • MassMutual Enfield
  • Bay / Aster
  • Springfield / Medical Ctr Drive (across)
  • Carew / Van Horn
  • Liberty / Cleveland
  • Springfield / Medical Ctr Drive
  • 3300 Main Street
  • Carew/Van Horn(opposite)
  • Bay / Edgewood
  • Haydenville IB
  • State / Tilton (1)
  • Liberty / Cleveland
  • Main/Noble
  • State / Tilton (2)
  • Plainfield / Demond
  • Elm / Lower Grandview (1)
  • North East Street (E)
  • Parker / Sunrise (1)
  • Carew / Armory
  • Carew / Armory
  • Plainfield / Laurel
  • Main / Mechanic
  • Court / Washington
  • State / Ivanhoe (2)
  • Jones Library (W)
  • Parker / Sunrise (2)
  • Liberty / Phoenix
  • Elm / Dingle (2)
  • Court / Bates
  • Bay / Edgewood
  • Bay / Bertil Hammarlof
  • Independence House
  • Parker / Brewster
  • Plainfield / Talcott
  • Gray Street (W)
  • State / Edgemont
  • Main / George
  • Carew / Nye
  • Carew / Parkside
  • Court / High
  • Court / Mill
  • Elm / Lower Grandview (2)
  • Churchill Street
  • Chestnut / Baystate Medical Center Drive
  • Plainfield / Abbe (1)
  • Chestnut / Baystate Medical Center
  • State / Hillmont
  • Main / Meadow
  • Parker / Mallowhill
  • Gray Street (E)
  • Kindred Hospital
  • Plainfield / Abbe (2)
  • Carew / Melha
  • Carew / Melha
  • Bay/Oak Grove (across)
  • Main/Cumberland
  • Elm / Lower Grandview (3)
  • Main/Cumberland(opposite)
  • Main / Noble
  • Lincoln Avenue (W)
  • Bay / Oak Grove
  • State / Clarence
  • Chestnut / Waverly
  • Parker / Burns
  • State / Blunt Park
  • Aspen Chase Apts (W)
  • Elm / Larone (1)
  • Chestnut / Pratt
  • Plainfield / Clayton
  • Blunt Park / State
  • Elm / Larone (2)
  • Aspen Chase Apts (E)
  • Broad / Bush
  • Plainfield / Clayton (opposite)
  • Main/Portland
  • Main opposite Portland
  • Cliffside Apts
  • Amherst Town Hall
  • Parker / Vincent
  • State / Blunt Park
  • Carew / Algonquin (opposite)
  • Chestnut / Chapin
  • Carew / Algonquin
  • Bay / Clifford
  • Putnam High School
  • Chestnut / Calhoun
  • Heatherstone Road (S)
  • Sanderson / Sanderson
  • Heatherstone Road (N)
  • Sanderson / Whiting (opposite)
  • Sanderson / Whiting
  • Bay / Princeton
  • Sanderson / Division (1)
  • Elm / Sheaffer
  • Amherst Common (N)
  • Sanderson / Division
  • Wilbraham / Bellwood
  • State / Insurance
  • Main / Hooker
  • Main / E. Hooker
  • Wilbraham / Pineview
  • Amherst Common (S)
  • Elm / Eldridge
  • Wilbraham / Granger
  • Wilbraham / Denwall
  • Wilbraham / Catalpa
  • Wilbraham / Jonquil
  • Wilbraham / Fenway
  • Wilbraham / Birchland
  • Carew / Cass
  • Liberty / Ledyard
  • Amity Place (W)
  • Wilbraham / Jeffrey
  • Wilbraham / Lumae (2)
  • Carew / Bartlett
  • Chestnut / Bancroft
  • Wilbraham / Lumae (1)
  • Sci Tech High School
  • Liberty / Genesee (2)
  • North East Street (W)
  • Bay / Bowles
  • Sanderson / Division (2)
  • E Main / Delmont
  • E Main / Westgate Plaza Dr
  • Parker / Ramp
  • Main / Huntington
  • Clyde / Sanderson
  • Amherst College
  • Mercy Medical Center
  • Wilbraham / Park (2)
  • Wilbraham / Park (1)
  • Bay / Dartmouth
  • Oak Knoll Street (S)
  • Oak Knoll Street (N)
  • State / Berlin
  • Duggan Middle School (2)
  • Wilbraham / Kane (2)
  • Clyde / Plainfield
  • Colonial Village Apts (W)
  • Clyde / Plainfield (2)
  • Duggan Middle School (1)
  • Wilbraham / Kane (1)
  • Chestnut / Hebron
  • Parker / Wilbraham
  • Main / Sheldon
  • Colonial Village Apts (E)
  • Clyde Street (2)
  • State / Dearborn
  • Clyde / M (1)
  • Carew / Massasoit
  • E Main / Westfield Shops Drive
  • Sunderland Plaza
  • Colonial Village / South East Street (W)
  • Main / Jefferson
  • State / Cortland
  • Elm / Kings
  • Wilbraham / Barrison (2)
  • State / Dresden
  • Dwight / Osgood
  • Elm / Witch
  • Colonial Village / South East Street (E)
  • Wilbraham / Barrison (1)
  • Bay / Buckingham (1)
  • Bay / Buckingham (2)
  • Plainfield / Orchard (opposite)
  • Wilbraham / Delmore
  • Plainfield / Orchard
  • State / Maynard
  • Carew/Chestnut (2)
  • Carew/Chestnut (1)
  • Wilbraham / Walsh
  • Amherst Community Health Ctr (S)
  • Chestnut / Carew
  • Main / Bancroft
  • Wilbraham / Monticello (2)
  • Dwight / Hebron
  • Wilbraham / Monticello (1)
  • Amherst Community Health Ctr (N)
  • Wilbraham / Truman (2)
  • Wilbraham / Truman (1)
  • Wilbraham / Unnamed Street (2)
  • Wilbraham / Unnamed Street (1)
  • Big Y - Amherst
  • State / Mapledell
  • 75 Springfield Rd
  • Wilbraham / Alden (1)
  • Plainfield / Lowell
  • Springfield / Planet Fitness Dr
  • Wilbraham / Norfolk (2)
  • Stony Hill Road (S)
  • Plainfield / Lowell (opposite)
  • Stony Hill Road (N)
  • Wilbraham / Carlisle
  • American International College (1)
  • Wilbraham / Norfolk (1)
  • Wilbraham / Alden (2)
  • Bay/Westminster (In)
  • Main opposite Morgan
  • Worthington / Federal
  • Bay / Westminster
  • Stop and Shop - Hadley
  • Carew/Dwight (4)
  • Wilbraham / Suffolk (2)
  • MLK Community Center (Inbound)
  • Carew/Dwight (3)
  • Wilbraham / Lakeside
  • Wilbraham / Benton
  • Elm / Rochelle (1)
  • Wilbraham / Suffolk (1)
  • Greenleaves Drive
  • Dwight / Grosvenor
  • MLK Community Center
  • Wilbraham / Reed
  • Wilbraham / Rochelle
  • Elm / Rochelle (2)
  • Chestnut / Stafford
  • Worthington / Kibbe
  • Emerson Court (W)
  • Dwight / Bond
  • Emerson Court (E)
  • Wilbraham / Albemarle
  • Main/Church
  • AIC (Wilbraham Rd)
  • State / Hayden
  • Bull Hill Road
  • Russell / Campus Plaza (Pride)
  • American International College (2)
  • Carew/Dwight (1)
  • MLK Community Center (Wilbraham Road)
  • Magazine / Bowdoin
  • Worthington / Extract
  • Magazine / Lincoln (1)
  • Mason Square
  • Gatehouse Road (W)
  • Gatehouse Road (E)
  • Wilbraham / Colton (2)
  • State / Eastern
  • Wilbraham / Colton (1)
  • Plainfield / John (opposite)
  • West / Riverside
  • Plainfield / John
  • Memorial Drive (S)
  • Worthington / Sackett (1)
  • Worthington / Sackett (3)
  • West / Riverside
  • Mason Square (Inbound)
  • and 1730 more (see the full list on the map or in the GeoJSON)

Over time

Overall score across the last 2 checks — unchanged since 2026-10-07.

2026-10-07: 48.02026-10-08: 48.0
Show the numbers
Overall score by check, with the change from the previous check
CheckScoreChange
2026-10-0748.0 first check
2026-10-0848.0 no change

What changed since your last check

  • Correctness no change
  • Freshness no change
  • Rider experience no change
  • Realtime quality no change

Feed history

Every check on record for this feed, grouped by the published file, newest first. A new file means the published zip changed. Grades from earlier rubric versions are shown with their rubric and are not comparable with today’s grade or the trend above.

Feed history by published file
CheckedPublished fileService dates throughGrade at the time
2026-10-07 to 2026-10-08 (2 checks)08b62bbc7e9f2026-12-19Current rubric: see the trend above
2026-08-06 to 2026-08-07 (2 checks)660fa7fcc17b2026-08-22F, 29.4 under rubric 1.3, an earlier scoring contract; not comparable with today’s grade
2026-06-30 to 2026-07-10 (10 checks)73acf6320f172026-08-29F, 44.3 under rubric 1.1, an earlier scoring contract; not comparable with today’s grade
2026-06-29f3798ffeb3bc2026-08-29F, 46.3 under rubric 1.1, an earlier scoring contract; not comparable with today’s grade
2026-06-26 to 2026-06-28 (3 checks)7dee2040d9342026-08-29F, 44.9 under rubric 1.1, an earlier scoring contract; not comparable with today’s grade
2026-06-19 to 2026-06-25 (7 checks)9de1d12ea05c2026-06-27F, 24.9 under rubric 1.1, an earlier scoring contract; not comparable with today’s grade

What changed in this feed

Overall grade and score held steady since 2026-10-07.

Same feed file as 2026-10-07; the published zip did not change.

Subscribe to this feed’s changes (Atom) to hear about grade drops and export changes in a reader, with no sign-up.

Everything we checked

15 findings, ordered by severity.

Show every finding
  • Error300 instances

    Trip distance exceeds shape distance (flagged by the MobilityData validator).

    See the linked rule for what this affects.

    Fix: Review the rule documentation for 'trip_distance_exceeds_shape_distance' at https://gtfs-validator.mobilitydata.org/rules.html and check the flagged rows in your feed. (Varies.)

    Finding code: trip_distance_exceeds_shape_distance · See MobilityData GTFS Validator rules (opens the validator rules on an external site)

  • Error222 instances

    Equal shape distance diff coordinates (flagged by the MobilityData validator).

    See the linked rule for what this affects.

    Fix: Review the rule documentation for 'equal_shape_distance_diff_coordinates' at https://gtfs-validator.mobilitydata.org/rules.html and check the flagged rows in your feed. (Varies.)

    Finding code: equal_shape_distance_diff_coordinates · See MobilityData GTFS Validator rules (opens the validator rules on an external site)

  • Error1 instance

    The trip updates realtime feed failed during sampling.

    When this feed is down, riders see scheduled times presented as if they were live.

    Fix: Check the trip updates endpoint with your AVL vendor; it should return a fresh GTFS-Realtime protobuf on every request. (Usually a vendor support ticket.)

    Finding code: scorecard_rt_trip_updates_unreachable · Read the fix guide for scorecard_rt_trip_updates_unreachable · See GTFS-Realtime reference (opens the GTFS-Realtime reference on an external site)

  • Error1 instance

    The vehicle positions realtime feed failed during sampling.

    When this feed is down, riders see scheduled times presented as if they were live.

    Fix: Check the vehicle positions endpoint with your AVL vendor; it should return a fresh GTFS-Realtime protobuf on every request. (Usually a vendor support ticket.)

    Finding code: scorecard_rt_vehicle_positions_unreachable · Read the fix guide for scorecard_rt_vehicle_positions_unreachable · See GTFS-Realtime reference (opens the GTFS-Realtime reference on an external site)

  • Error1 instance

    The service alerts realtime feed failed during sampling.

    When this feed is down, riders see scheduled times presented as if they were live.

    Fix: Check the service alerts endpoint with your AVL vendor; it should return a fresh GTFS-Realtime protobuf on every request. (Usually a vendor support ticket.)

    Finding code: scorecard_rt_service_alerts_unreachable · Read the fix guide for scorecard_rt_service_alerts_unreachable · See GTFS-Realtime reference (opens the GTFS-Realtime reference on an external site)

  • Warning8856 instances

    Some route lines list the same point twice in a row.

    Repeated points don't hurt riders, but they can skew distance math and hint at a shaky export.

    Fix: Turn on shape cleanup in your export tool, or drop the repeated points from shapes.txt. (Usually one export setting.)

    Finding code: equal_shape_distance_same_coordinates · Read the fix guide for equal_shape_distance_same_coordinates · See MobilityData GTFS Validator rules (opens the validator rules on an external site)

  • Warning1481 instances

    On some trips the stop distances run a little past the end of the route line.

    The stop and shape distance values don't quite line up, so any math that uses them can drift.

    Fix: Re-generate shape_dist_traveled on export so stop and shape distances use the same units. (Usually an export-tool fix, not hand editing.)

    Finding code: trip_distance_exceeds_shape_distance_below_threshold · Read the fix guide for trip_distance_exceeds_shape_distance_below_threshold · See MobilityData GTFS Validator rules (opens the validator rules on an external site)

  • Warning474 instances

    Equal shape distance diff coordinates distance below threshold (flagged by the MobilityData validator).

    See the linked rule for what this affects.

    Fix: Review the rule documentation for 'equal_shape_distance_diff_coordinates_distance_below_threshold' at https://gtfs-validator.mobilitydata.org/rules.html and check the flagged rows in your feed. (Varies.)

    Finding code: equal_shape_distance_diff_coordinates_distance_below_threshold · See MobilityData GTFS Validator rules (opens the validator rules on an external site)

  • Warning253 instances

    253 of 1980 stops don't say whether a wheelchair user can board there.

    Riders who use wheelchairs can't plan a trip when accessibility is marked 'unknown'; apps show no information at all.

    Fix: Set wheelchair_boarding to 1 (accessible) or 2 (not accessible) for every stop. A field survey can start with the busiest stops. (A column in stops.txt; your scheduling software likely has it.)

    Finding code: scorecard_wheelchair_boarding_unknown · Read the fix guide for scorecard_wheelchair_boarding_unknown · See GTFS Schedule reference (opens the GTFS Schedule reference on an external site)

  • Warning224 instances

    Some stops sit far from the route line, going by the feed's own distance values.

    Trip planners may draw the route down the wrong streets or point riders to the wrong corner.

    Fix: Check the flagged stops' shape_dist_traveled against the route shape, and re-generate it on export if they disagree. (Usually an export-tool fix, not hand editing.)

    Finding code: stop_too_far_from_shape_using_user_distance · Read the fix guide for stop_too_far_from_shape_using_user_distance · See MobilityData GTFS Validator rules (opens the validator rules on an external site)

  • Warning1 instance

    Some files leave out fields that GTFS asks for but does not require.

    Recommended fields like agency_phone or stop descriptions make the feed more useful to riders and trip planners.

    Fix: Review the flagged fields and fill in the ones your riders would use. (A field at a time; not urgent.)

    Finding code: missing_recommended_field · Read the fix guide for missing_recommended_field · See MobilityData GTFS Validator rules (opens the validator rules on an external site)

  • Warning1 instance

    Some rider-facing names are in ALL CAPS or all lowercase.

    ALL-CAPS stop and headsign names are harder to read in apps and are read awkwardly by screen readers.

    Fix: Use mixed case for stop names and headsigns (e.g. 'Main St & 2nd Ave', not 'MAIN ST & 2ND AVE'). (Often a bulk fix in your scheduling software.)

    Finding code: mixed_case_recommended_field · Read the fix guide for mixed_case_recommended_field · See MobilityData GTFS Validator rules (opens the validator rules on an external site)

  • Warning1 instance

    This feed models stations or entrances but has no pathways.txt.

    Trip planners can't guide riders through the station, and there is no step-free route information for wheelchair users.

    Fix: Add pathways.txt to link entrances, platforms, and elevators. Give each one a level. (Worth it for multi-level or large stations; flat stops don't need it.)

    Finding code: scorecard_station_no_pathways · Read the fix guide for scorecard_station_no_pathways · See GTFS Schedule reference (opens the GTFS Schedule reference on an external site)

  • Info10 instances

    The feed has a stretch of two weeks or more with no service running.

    A long gap can mean dates were left out of the calendar. Apps then show no trips on those days.

    Fix: Check whether the gap is real, like a seasonal break; if not, add the missing dates to the calendar. (A review of your calendar dates.)

    Finding code: big_gap_in_service · Read the fix guide for big_gap_in_service · See MobilityData GTFS Validator rules (opens the validator rules on an external site)

  • Info1 instance

    Some files contain columns that are not part of the GTFS spec.

    Harmless to riders, but apps ignore these columns and they can hide typos in real column names.

    Fix: Check the flagged column names for misspellings of standard GTFS fields; remove them if they are vendor extras. (A quick look at the flagged files.)

    Finding code: unknown_column · Read the fix guide for unknown_column · See MobilityData GTFS Validator rules (opens the validator rules on an external site)

Beyond the grade

Opportunities that do not change your grade today: fare detail, on-demand service, and deeper accessibility data.

  • The feed lists fare products but has no rider_categories.txt to say who each fare is for.

    Consider: Add rider_categories.txt for the fares you already offer. Then point your fare products at those categories.

NTD GTFS readiness Needs attention

This feed is close to NTD-ready. 2 validator errors to resolve.

Published Ready
Published at a public URL.
Valid Needs attention
2 validator errors to resolve.
Current Ready
Service data covers the next 72 days.
agency_id provided Ready
agency.txt provides agency_id. For RY2026, keep one stable value for each NTD reporter represented in the feed and crosswalk each value on the P-50 form.
agency_id equals your NTD ID (optional) Not checked yet
This feed provides agency_id. For RY2026, keep one stable value for each NTD reporter represented in the feed and crosswalk it on the P-50 form. The value does not need to equal the five-digit NTD ID; we do not have that ID on file, so the optional equality comparison is not checked yet.
shapes.txt covers your trips Ready
All 16831 trips have a shape in shapes.txt.

In plain words: if you report to the federal transit database, you have to publish a working, up-to-date feed, provide a stable agency_id for each represented reporter, and confirm the feed and P-50 crosswalk each year. This box is a heads-up; your filings are the official check.

A readiness signal mapping this feed to the FTA National Transit Database GTFS requirement (Report Year 2023 onward: a public, valid, current feed, certified annually on the D-10). For RY2026, each represented reporter needs a stable agency_id, unique within the feed and crosswalked to its five-digit NTD ID on P-50; the values do not need to be equal. FTA also requires shapes.txt in the published GTFS: Full Reporters from Report Year 2025, and Reduced, Rural, and Tribal Reporters from Report Year 2026. Not an official determination; your certification is the official check.

Conformance mark Not yet

Two requirements remain for this feed to earn the conformance mark. 2 validator errors to resolve. States wheelchair access on 87% of stops and 100% of trips; the mark needs 90% of each.

Valid Not yet
2 validator errors to resolve.
Current Met
Service data covers the next 72 days.
Accessible Not yet
States wheelchair access on 87% of stops and 100% of trips; the mark needs 90% of each.

In plain words: earn this mark when your feed passes validation, has not expired, and says whether nearly every stop and trip is wheelchair accessible.

A pass credential for a feed that is valid, current, and states wheelchair access on nearly every stop and trip. Accessibility here measures what the feed publishes, not whether a stop is physically usable. How the conformance mark works.

Realtime reliability

The realtime feed responded on 0.0% of 200 checks in the 25 days to 2026-10-07, with lag not reported by the feed.

Sampled on a schedule between full scores, so this tracks uptime and freshness over time rather than at a single moment. The window ends at the newest observation, which is not always today: if the monitor stops, this window stops with it.

Clears the Google and Apple Maps four-week coverage bar. This feed has 72 days of service ahead, clearing the four-week (28-day) window Maps asks for. The feed also carries 522 validator errors, the other thing Maps checks at onboarding; the findings below name each fix.

How this agency maps to the standards

The scorecard is a data-quality lens, not a compliance determination. Its universal references describe good GTFS and useful rider information. Useful references here are GTFS Schedule Best Practices, GTFS-Realtime Best Practices, MobilityData grading scheme, Google Transit publication guidance, FTA National Transit Database GTFS requirement. Read the full standards crosswalk.

Correctness 11 / 100
GTFS Schedule best practices, checked by the MobilityData validator. MobilityData grading covers stop locations, route names, and colors. Google Transit requires a feed to pass validation for publication. FTA NTD readiness also checks that the published feed is valid.
Freshness 100 / 100
GTFS Schedule best practices call for a dataset that stays current. An expired calendar can remove service from Google Transit and other rider trip planners. FTA NTD readiness also checks that the published feed is current.
Rider experience 97 / 100
GTFS Best Practices for rider-facing fields. MobilityData grading covers stop names and headsigns.
Realtime quality 0 / 100
GTFS-Realtime best practices: a stable URL, high uptime, and frequent updates.

Part of the Massachusetts portfolio: the same scorecards for every feed we track in that group, on one free page.

For programs that support several agencies

This scorecard and the board one-pager for Pioneer Valley Transit Authority (PVTA) are free, and they stay free. If you support several agencies, as a state program, a technical-assistance center, a feed vendor, or a consultancy, you can buy the program report bundle. It puts this agency's board report in one archive with the reports for the other agencies you support, and each cover carries your program's name, logo, and accent color.

The report for Pioneer Valley Transit Authority (PVTA) uses the same numbers as this page: grade F (48.0 out of 100) as of the check on 2026-10-08, its category scores, its top fixes, and its score at each check.

One bundle, up to 25 agencies: $149, paid once, delivered within 2 business days or refunded. Other plans, including a monthly refresh, are on the bundle page.

See the program report bundle

See a sample bundle report: a real agency's current grade, with placeholder branding.

A purchase buys no influence over grades, methodology, or which agencies are listed. The grade on this page comes from the check on 2026-10-08, scored with rubric v1.4 and MobilityData gtfs-validator 8.0.1. Based on the feed source on file; publisher ownership is not verified. Read how the grade is calculated.

Similar feeds in Massachusetts

Other scorecards in Massachusetts, starting with the same kind of service at a similar size. Listed for comparison, not ranked.

Show your grade

Put this badge on your agency site or feed README. It updates after each completed scoring check, shows the date of that check, and links back to this scorecard. When there is no current score it says so instead of showing an old one.

Pioneer Valley Transit Authority (PVTA): GTFS feed quality grade F, 48.0 of 100, checked 2026-10-08. GTFS Scorecard.

Prefer a shields.io style? Point a dynamic endpoint badge at the published badge.json.

Cite this record

This page updates on every check. The record below does not: it is the dated file this grade came from, published at https://gtfsscorecard.org/data/artifacts/pioneer-valley-transit-authority-pvta-2416/2026-10-08.json and never overwritten, pinning the grade, category scores, rubric version, validator version, reader archive profile, and the scored feed's sha256 as they stood on 2026-10-08. Use it in a board packet, a regulatory filing, or a research citation instead of linking the live page, whose content will differ on your next visit.

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