{ "agency": { "country": "MY", "id": "basmy-kangar", "name": "BAS.MY Kangar", "subdivision_code": "MY-09", "subdivision_name": "Perlis" }, "autofix": { "available": true, "download_path": "data/artifacts/basmy-kangar/corrected.zip", "fixes": [ { "code": "autofix_stop_name_case", "count": 403, "examples": [ "ALOR MALAI -> Alor Malai", "TERMINAL BUKIT LAGI KANGAR -> Terminal Bukit Lagi Kangar", "HENTIAN PERUMAHAN KILANG GULA -> Hentian Perumahan Kilang Gula" ], "label": "Recased shouting stop names" }, { "code": "autofix_route_name_case", "count": 9, "examples": [ "KANGAR - ALOR SETAR VIA JITRA -> Kangar - Alor Setar Via Jitra", "KANGAR - ALOR SETAR VIA KUALA SANGLANG -> Kangar - Alor Setar Via Kuala Sanglang", "KANGAR - PADANG BESAR -> Kangar - Padang Besar" ], "label": "Recased shouting route names" } ], "total": 412 }, "categories": { "completeness": { "details": { "accessibility": { "measures": "presence_not_usability", "score": 0.0, "stops_marked_accessible_pct": 0.0, "stops_marked_not_accessible_pct": 0.0, "stops_stated_pct": 0.0, "trips_stated_pct": 0.0 }, "accessibility_measures": "presence_not_usability", "cemv": { "declared": false, "supported": false }, "components": { "contact": 7.5, "fares": 0.0, "headsigns": 15.0, "stop_names": 1.7, "wheelchair_stops": 0.0, "wheelchair_trips": 0.0 }, "fare_free": false, "fares": { "applied": false, "has_leg_rules": false, "has_products": false, "has_transfer_rules": false, "model": "none", "product_count": 0 }, "flex": { "booking_reachable": false, "booking_rule_count": 0, "has_booking_rules": false, "has_flex": false }, "has_fares": false, "headsign_pct": 100.0, "mixed_case_stop_name_pct": 11.4, "pathways": { "has_entrances": false, "has_levels": false, "has_pathways": false, "has_stations": false, "has_step_free": false, "pathway_count": 0 }, "stops": 455, "trips": 344, "wheelchair_accessible_pct": 0.0, "wheelchair_boarding_pct": 0.0, "wheelchair_marked_accessible_pct": 0.0, "wheelchair_marked_not_accessible_pct": 0.0 }, "findings": [ { "code": "scorecard_wheelchair_boarding_unknown", "count": 455, "effort": "A column in stops.txt; your scheduling software likely has it.", "fix": "Set wheelchair_boarding to 1 (accessible) or 2 (not accessible) for every stop. A field survey can start with the busiest stops.", "owner": "Likely your team", "points": 25.0, "severity": "WARNING", "what": "455 of 455 stops don't say whether a wheelchair user can board there.", "why": "Riders who use wheelchairs can't plan a trip when accessibility is marked 'unknown'; apps show no information at all." }, { "code": "scorecard_wheelchair_accessible_unknown", "count": 344, "effort": "A default or per-trip field in your export.", "fix": "Set wheelchair_accessible on every trip. If every vehicle is accessible, this may be one default; otherwise use the value for each trip.", "owner": "Likely your export tool", "points": 15.0, "severity": "WARNING", "what": "344 of 344 trips don't say whether the vehicle is wheelchair accessible.", "why": "Even with accessible stops, riders need to know the bus itself can take them." }, { "code": "scorecard_no_fare_data", "count": 1, "effort": "A small file for most flat-fare systems.", "fix": "Add fare_attributes.txt (or Fares v2 files) with your fare structure. If your service is fare-free, ask to have it marked fare-free instead.", "owner": "", "points": 15.0, "severity": "WARNING", "what": "The feed contains no fare information.", "why": "Riders see 'fare unknown' in trip planners and can't budget their trip; visitors are most affected." }, { "code": "scorecard_stop_names_all_caps", "count": 403, "effort": "Often a bulk fix in your scheduling software.", "fix": "Rename stops to mixed case where the language has letter case (for example, 'Central Station').", "owner": "Likely your export tool", "points": 13.3, "severity": "INFO", "what": "About 403 stop names are written in ALL CAPS.", "why": "Mixed-case names are easier to read in apps and are read more naturally by screen readers." }, { "code": "scorecard_no_feed_contact", "count": 1, "effort": "One field.", "fix": "Add feed_contact_email to feed_info.txt.", "owner": "", "points": 7.5, "severity": "INFO", "what": "feed_info.txt has no technical contact (feed_contact_email or feed_contact_url).", "why": "Trip-planning apps and regional data coordinators have nobody to email when they spot a problem with your feed, so problems linger." } ], "name": "completeness", "score": 24.2, "status": "measured", "summary": "0% of stops state wheelchair accessibility (0% marked accessible, 0% marked not accessible). This measures what the feed publishes, not whether a stop is physically usable. Fare data is not published.", "weight": 0.25 }, "correctness": { "details": { "distinct_codes": 8, "instances_by_severity": { "ERROR": 0, "INFO": 2, "WARNING": 1090 }, "validator_version": "8.0.1" }, "findings": [ { "code": "fast_travel_between_consecutive_stops", "count": 580, "effort": "A few minutes per flagged trip.", "fix": "Check the flagged stop times for transposed minutes.", "owner": "", "points": 8.0, "severity": "WARNING", "what": "Some scheduled trips move faster between stops than a bus can.", "why": "Usually a typo'd stop time; riders get arrival times no bus can meet." }, { "code": "mixed_case_recommended_field", "count": 429, "effort": "Often a bulk fix in your scheduling software.", "fix": "Use mixed case for stop names and headsigns (e.g. 'Main St & 2nd Ave', not 'MAIN ST & 2ND AVE').", "owner": "Likely your export tool", "points": 8.0, "severity": "WARNING", "what": "Some rider-facing names are in ALL CAPS or all lowercase.", "why": "ALL-CAPS stop and headsign names are harder to read in apps and are read awkwardly by screen readers." }, { "code": "fast_travel_between_far_stops", "count": 64, "effort": "Varies.", "fix": "Review the rule documentation for 'fast_travel_between_far_stops' at https://gtfs-validator.mobilitydata.org/rules.html and check the flagged rows in your feed.", "owner": "", "points": 8.0, "severity": "WARNING", "what": "Fast travel between far stops (flagged by the MobilityData validator).", "why": "See the linked rule for what this affects." }, { "code": "unused_shape", "count": 10, "effort": "One setting.", "fix": "Turn on 'remove unused shapes' (or the like) in your export tool.", "owner": "Likely your export tool", "points": 6.0, "severity": "WARNING", "what": "The feed contains route shapes no trip uses.", "why": "Harmless to riders, but it bloats the feed and suggests stale export data." }, { "code": "single_shape_point", "count": 4, "effort": "Varies.", "fix": "Review the rule documentation for 'single_shape_point' at https://gtfs-validator.mobilitydata.org/rules.html and check the flagged rows in your feed.", "owner": "", "points": 4.0, "severity": "WARNING", "what": "Single shape point (flagged by the MobilityData validator).", "why": "See the linked rule for what this affects." }, { "code": "stops_match_shape_out_of_order", "count": 2, "effort": "Varies.", "fix": "Review the rule documentation for 'stops_match_shape_out_of_order' at https://gtfs-validator.mobilitydata.org/rules.html and check the flagged rows in your feed.", "owner": "", "points": 4.0, "severity": "WARNING", "what": "Stops match shape out of order (flagged by the MobilityData validator).", "why": "See the linked rule for what this affects." }, { "code": "missing_recommended_file", "count": 1, "effort": "One small file, set once in export settings.", "fix": "Add feed_info.txt with publisher name, URL, language, and feed_start_date/feed_end_date.", "owner": "Likely your export tool", "points": 4.0, "severity": "WARNING", "what": "A file GTFS asks for (usually feed_info.txt) is missing.", "why": "feed_info.txt tells apps who publishes the feed and when it expires; without it nobody is warned before data goes stale." }, { "code": "unknown_column", "count": 2, "effort": "A quick look at the flagged files.", "fix": "Check the flagged column names for misspellings of standard GTFS fields; remove them if they are vendor extras.", "owner": "", "points": 0.5, "severity": "INFO", "what": "Some files contain columns that are not part of the GTFS spec.", "why": "Harmless to riders, but apps ignore these columns and they can hide typos in real column names." } ], "name": "correctness", "score": 57.5, "status": "measured", "summary": "The MobilityData validator flagged 8 kinds of issue across 1092 instances (0 error, 1090 warning, 2 informational).", "weight": 0.35 }, "freshness": { "details": { "days_until_expiry": 171, "feed_end_date": null, "feed_start_date": null, "feed_version": null, "has_feed_info": false, "last_service_date": "2026-12-31", "seasonal_boundary": false, "service_type": "fixed" }, "findings": [ { "code": "scorecard_missing_feed_info_dates", "count": 1, "effort": "Two fields, set once in export settings.", "fix": "Add feed_info.txt with feed_start_date and feed_end_date to your export.", "owner": "Likely your export tool", "points": 15.0, "severity": "WARNING", "what": "feed_info.txt is missing its start/end dates (the file itself is absent)", "why": "Apps and this scorecard can't warn anyone before the feed goes stale without stated validity dates." } ], "name": "freshness", "score": 85.0, "status": "measured", "summary": "Service data covers the next 171 days.", "weight": 0.2 }, "realtime": { "details": { "coverage_pct": 0.0, "covered_trips": 0, "kinds_reachable": 1, "rt_freshness": "fresh", "samples": 3, "scheduled_trips_in_window": 17, "vehicles_checked": 58, "vehicles_on_route_pct": 94.8, "worst_lag_seconds": 34 }, "findings": [ { "code": "scorecard_rt_trip_updates_unreachable", "count": 1, "effort": "Usually a vendor support ticket.", "fix": "Check the trip updates endpoint with your AVL vendor; it should return a fresh GTFS-Realtime protobuf on every request.", "owner": "", "points": 8.3, "severity": "ERROR", "what": "The trip updates realtime feed failed during sampling.", "why": "When this feed is down, riders see scheduled times presented as if they were live." }, { "code": "scorecard_rt_service_alerts_unreachable", "count": 1, "effort": "Usually a vendor support ticket.", "fix": "Check the service alerts endpoint with your AVL vendor; it should return a fresh GTFS-Realtime protobuf on every request.", "owner": "", "points": 8.3, "severity": "ERROR", "what": "The service alerts realtime feed failed during sampling.", "why": "When this feed is down, riders see scheduled times presented as if they were live." }, { "code": "scorecard_rt_trip_coverage", "count": 17, "effort": "A vendor data-mapping question.", "fix": "Check with your AVL vendor that every vehicle assignment flows into TripUpdates, including school-day and tripper runs.", "owner": "", "points": 35.0, "severity": "WARNING", "what": "17 of 17 trips scheduled during the sampling window had no live predictions.", "why": "Riders on those trips get schedule data dressed up as realtime. Caltrans expects every operating trip in TripUpdates." } ], "name": "realtime", "score": 47.6, "status": "measured", "summary": "Sampled 3 times: 1 of 3 feeds healthy; 0.0% of scheduled trips had live predictions; 94.8% of vehicles on their route.", "weight": 0.2 } }, "confidence": { "feed_age_days": 0, "fetch_source": "origin", "level": "high", "measured_categories": 4, "notes": [ "All four score categories were measured this run.", "Realtime was sampled in one bounded window of 3 snapshots.", "The feed was downloaded from the agency's own URL." ], "rt_windows": 1, "total_categories": 4 }, "conformance": { "awarded": false, "criteria": [ { "detail": "Passes validation with no errors.", "key": "valid", "met": true }, { "detail": "Service data covers the next 171 days.", "key": "current", "met": true }, { "detail": "States wheelchair access on 0% of stops and 0% of trips; the mark needs 90% of each.", "key": "accessible", "met": false } ], "status": "not_yet", "summary": "This feed is close to the conformance mark. States wheelchair access on 0% of stops and 0% of trips; the mark needs 90% of each." }, "feed": { "license_note": "CC BY 4.0; published through Malaysia's official data.gov.my open-data platform.", "reachable": true, "sha256": "3fdcfaa2b35c3b5bc511d3ad76a771907e704e5d77f4904e6b84c69989beffdf", "size_bytes": 128709, "static_url": "https://api.data.gov.my/gtfs-static/mybas-kangar" }, "fetch": { "final_url": "https://api.data.gov.my/gtfs-static/mybas-kangar", "max_attempts": 4, "source": "origin", "user_agent": "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/125.0.0.0 Safari/537.36" }, "generated_at": "2026-07-13T00:00:00+00:00", "geo": { "bbox": [ 100.13097, 6.11732, 100.50859, 6.66367 ], "lat": 6.43317, "lon": 100.27041, "stop_count": 455 }, "overall": { "grade": "F", "margin_to_lower_band": 52.7, "margin_to_next_band": 7.3, "score": 52.7 }, "recommendations": [ { "category": "accessibility", "code": "scorecard_stop_name_needs_tts", "count": 24, "effort": "A short text field per affected stop; start with the busiest.", "fix": "Add tts_stop_name with the spoken form, e.g. 'Main Street and Second Avenue', for the affected stops.", "owner": "", "points": 0.0, "severity": "INFO", "what": "24 stop name(s) use abbreviations or symbols a screen reader may mispronounce, with no spoken form set (\"TMN SENA INDAH/ TMN NORMA\", \"KOMPLEKS PENYAYANG DR SITI HASMAH\", \"UNIMAP JEJAWI/SK JEJAWI\", and more).", "why": "Riders who use a screen reader hear the raw name, so 'Main St & 2nd Ave' can come out as 'Main saint' or drop the ampersand." } ], "routability": { "boardable_stops": 455, "findings": [], "orphan_stops": 0, "single_stop_trips": 0, "trips_total": 344 }, "route_map": { "drawn_route_count": 9, "has_shapes": true, "path": "data/artifacts/basmy-kangar/geometry.geojson", "route_count": 9, "routes": [ { "color": "FF0000", "color_name": "red", "has_shape": true, "id": "30268", "label": "R102", "long": "KANGAR - KILANG GULA", "short": "R102", "text_color": "000000", "type_label": "Bus" }, { "color": "FF0000", "color_name": "red", "has_shape": true, "id": "30270", "label": "R15", "long": "ALOR SETAR - UUM SINTOK VIA JITRA", "short": "R15", "text_color": "000000", "type_label": "Bus" }, { "color": "FF0000", "color_name": "red", "has_shape": true, "id": "30271", "label": "R14", "long": "KANGAR - ALOR SETAR VIA JITRA", "short": "R14", "text_color": "000000", "type_label": "Bus" }, { "color": "FF0000", "color_name": "red", "has_shape": true, "id": "30272", "label": "R13", "long": "KANGAR - ALOR SETAR VIA KUALA SANGLANG", "short": "R13", "text_color": "000000", "type_label": "Bus" }, { "color": "FF0000", "color_name": "red", "has_shape": true, "id": "30273", "label": "R12", "long": "KANGAR - KUALA PERLIS", "short": "R12", "text_color": "000000", "type_label": "Bus" }, { "color": "FF0000", "color_name": "red", "has_shape": true, "id": "30274", "label": "R11", "long": "KANGAR - PADANG BESAR", "short": "R11", "text_color": "000000", "type_label": "Bus" }, { "color": "FF0000", "color_name": "red", "has_shape": true, "id": "30275", "label": "R10", "long": "KANGAR - CHANGLUN", "short": "R10", "text_color": "000000", "type_label": "Bus" }, { "color": "FF0000", "color_name": "red", "has_shape": true, "id": "30380", "label": "R104", "long": "TERMINAL BUKIT LAGI - FELDA CHUPING", "short": "R104", "text_color": "000000", "type_label": "Bus" }, { "color": "FF0000", "color_name": "red", "has_shape": true, "id": "30381", "label": "R105", "long": "TERMINAL PADANG BESAR-KAKI BUKIT-TERMINAL PADANG BESAR", "short": "R105", "text_color": "000000", "type_label": "Bus" } ], "stop_count": 455, "stop_points_capped": false }, "rubric_version": "1.1", "schema_version": "1.9", "scoring_profile": { "id": "gtfs-scorecard-1.1", "provenance": "GTFS Scorecard's project-authored weights, deductions, thresholds, grade bands, and fix ranking, informed by the California Transit Data Guidelines and the MobilityData gtfs-validator. It is not a worldwide standard or a compliance determination.", "rubric_version": "1.1" }, "snapshot_date": "2026-07-13", "top_fixes": [ { "code": "scorecard_rt_trip_updates_unreachable", "count": 1, "effort": "Usually a vendor support ticket.", "fix": "Check the trip updates endpoint with your AVL vendor; it should return a fresh GTFS-Realtime protobuf on every request.", "owner": "", "points": 8.3, "rank": 1, "severity": "ERROR", "what": "The trip updates realtime feed failed during sampling.", "why": "When this feed is down, riders see scheduled times presented as if they were live." }, { "code": "scorecard_rt_service_alerts_unreachable", "count": 1, "effort": "Usually a vendor support ticket.", "fix": "Check the service alerts endpoint with your AVL vendor; it should return a fresh GTFS-Realtime protobuf on every request.", "owner": "", "points": 8.3, "rank": 2, "severity": "ERROR", "what": "The service alerts realtime feed failed during sampling.", "why": "When this feed is down, riders see scheduled times presented as if they were live." }, { "code": "scorecard_rt_trip_coverage", "count": 17, "effort": "A vendor data-mapping question.", "fix": "Check with your AVL vendor that every vehicle assignment flows into TripUpdates, including school-day and tripper runs.", "owner": "", "points": 35.0, "rank": 3, "severity": "WARNING", "what": "17 of 17 trips scheduled during the sampling window had no live predictions.", "why": "Riders on those trips get schedule data dressed up as realtime. Caltrans expects every operating trip in TripUpdates." } ], "validator_version": "8.0.1" }