77% of 버스 도착 예측 were within five minutes. 토요일 were the weak spot.

운행 시간표

늦은 예측이 반복되면 시간표를 검토해야 할 수 있습니다. 운행 시간을 바꿀지 정하기 전에 실제 도착 기록과 배차 기록을 확인하세요.

누가 해결할 수 있나요

운행 계획 담당자

드는 비용

차량, 인력, 회복 시간, 환승 영향을 시험하기 전까지는 비용을 알 수 없습니다.

운영

도착 예측의 편차가 크면 운영 점검이 필요합니다. 교통 상황, 배차, 승차, 시간표 설계가 영향을 줄 수 있습니다. 이 예측만으로는 원인이나 해결책을 알 수 없습니다.

누가 해결할 수 있나요

운영 부서, 그리고 도로 자체인 경우가 많습니다

드는 비용

운영상 원인과 해결 방법이 확인될 때까지 비용을 알 수 없습니다.

Test more scheduled running time

Test additional scheduled running time for these hours. This pattern supports the scenario, but fleet, labour, recovery, transfer and cost effects require operator validation.

• 708:00 to 23:00

  The median final prediction here is more than 4 minutes later than the timetable. Test whether scheduled running time explains this; actual arrivals and the cause are not established.

  159,721 eligible predictions · 15 hours of the day · typically 4 min late · 95th-percentile prediction 15 min later than the median · Unvalidated scenario to verify: about 4 min more scheduled running time, derived from the prediction median

• 1214:00 to 23:00

  The median final prediction here is more than 4 minutes later than the timetable. Test whether scheduled running time explains this; actual arrivals and the cause are not established.

  84,779 eligible predictions · 9 hours of the day · typically 4 min late · 95th-percentile prediction 14 min later than the median · Unvalidated scenario to verify: about 4 min more scheduled running time, derived from the prediction median

• 1114:00 to 22:00

  The median final prediction here is more than 4 minutes later than the timetable. Test whether scheduled running time explains this; actual arrivals and the cause are not established.

  67,816 eligible predictions · 8 hours of the day · typically 4 min late · 95th-percentile prediction 16 min later than the median · Unvalidated scenario to verify: about 4 min more scheduled running time, derived from the prediction median

• 1909:00 to 22:00

  The median final prediction here is more than 4 minutes later than the timetable. Test whether scheduled running time explains this; actual arrivals and the cause are not established.

  55,912 eligible predictions · 13 hours of the day · typically 4 min late · 95th-percentile prediction 15 min later than the median · Unvalidated scenario to verify: about 4 min more scheduled running time, derived from the prediction median

• 2014:00 to 00:00

  The median final prediction here is more than 4 minutes later than the timetable. Test whether scheduled running time explains this; actual arrivals and the cause are not established.

  43,993 eligible predictions · 10 hours of the day · typically 4 min late · 95th-percentile prediction 11 min later than the median · Unvalidated scenario to verify: about 5 min more scheduled running time, derived from the prediction median

• 1208:00 to 13:00

  The median final prediction here is more than 3 minutes later than the timetable. Test whether scheduled running time explains this; actual arrivals and the cause are not established.

  53,876 eligible predictions · 5 hours of the day · typically 3 min late · 95th-percentile prediction 12 min later than the median · Unvalidated scenario to verify: about 4 min more scheduled running time, derived from the prediction median

• 5314:00 to 19:00

  The median final prediction here is more than 4 minutes later than the timetable. Test whether scheduled running time explains this; actual arrivals and the cause are not established.

  40,569 eligible predictions · 5 hours of the day · typically 4 min late · 95th-percentile prediction 14 min later than the median · Unvalidated scenario to verify: about 4 min more scheduled running time, derived from the prediction median

• 7014:00 to 19:00

  The median final prediction here is more than 3 minutes later than the timetable. Test whether scheduled running time explains this; actual arrivals and the cause are not established.

  45,043 eligible predictions · 5 hours of the day · typically 3 min late · 95th-percentile prediction 11 min later than the median · Unvalidated scenario to verify: about 3 min more scheduled running time, derived from the prediction median

• 59STO14:00 to 20:00

  The median final prediction here is more than 4 minutes later than the timetable. Test whether scheduled running time explains this; actual arrivals and the cause are not established.

  38,299 eligible predictions · 6 hours of the day · typically 4 min late · 95th-percentile prediction 9 min later than the median · Unvalidated scenario to verify: about 4 min more scheduled running time, derived from the prediction median

• 2414:00 to 18:00

  The median final prediction here is more than 4 minutes later than the timetable. Test whether scheduled running time explains this; actual arrivals and the cause are not established.

  31,913 eligible predictions · 4 hours of the day · typically 4 min late · 95th-percentile prediction 12 min later than the median · Unvalidated scenario to verify: about 4 min more scheduled running time, derived from the prediction median

• 1812:00 to 18:00

  The median final prediction here is more than 4 minutes later than the timetable. Test whether scheduled running time explains this; actual arrivals and the cause are not established.

  30,271 eligible predictions · 6 hours of the day · typically 4 min late · 95th-percentile prediction 14 min later than the median · Unvalidated scenario to verify: about 4 min more scheduled running time, derived from the prediction median

• 5612:00 to 18:00

  The median final prediction here is more than 6 minutes later than the timetable. Test whether scheduled running time explains this; actual arrivals and the cause are not established.

  19,749 eligible predictions · 6 hours of the day · typically 6 min late · 95th-percentile prediction 15 min later than the median · Unvalidated scenario to verify: about 6 min more scheduled running time, derived from the prediction median

• 1108:00 to 11:00

  The median final prediction here is more than 4 minutes later than the timetable. Test whether scheduled running time explains this; actual arrivals and the cause are not established.

  30,307 eligible predictions · 3 hours of the day · typically 4 min late · 95th-percentile prediction 12 min later than the median · Unvalidated scenario to verify: about 4 min more scheduled running time, derived from the prediction median

• 52STO14:00 to 21:00

  The median final prediction here is more than 5 minutes later than the timetable. Test whether scheduled running time explains this; actual arrivals and the cause are not established.

  21,834 eligible predictions · 7 hours of the day · typically 5 min late · 95th-percentile prediction 17 min later than the median · Unvalidated scenario to verify: about 5 min more scheduled running time, derived from the prediction median

• 5308:00 to 11:00

  The median final prediction here is more than 3 minutes later than the timetable. Test whether scheduled running time explains this; actual arrivals and the cause are not established.

  22,103 eligible predictions · 3 hours of the day · typically 3 min late · 95th-percentile prediction 9 min later than the median · Unvalidated scenario to verify: about 3 min more scheduled running time, derived from the prediction median

• 5608:00 to 11:00

  The median final prediction here is more than 4 minutes later than the timetable. Test whether scheduled running time explains this; actual arrivals and the cause are not established.

  12,753 eligible predictions · 3 hours of the day · typically 4 min late · 95th-percentile prediction 11 min later than the median · Unvalidated scenario to verify: about 4 min more scheduled running time, derived from the prediction median

• 1808:00 to 10:00

  The median final prediction here is more than 4 minutes later than the timetable. Test whether scheduled running time explains this; actual arrivals and the cause are not established.

  9,684 eligible predictions · 2 hours of the day · typically 4 min late · 95th-percentile prediction 12 min later than the median · Unvalidated scenario to verify: about 4 min more scheduled running time, derived from the prediction median

• 1819:00 to 21:00

  The median final prediction here is more than 4 minutes later than the timetable. Test whether scheduled running time explains this; actual arrivals and the cause are not established.

  10,634 eligible predictions · 2 hours of the day · typically 4 min late · 95th-percentile prediction 10 min later than the median · Unvalidated scenario to verify: about 4 min more scheduled running time, derived from the prediction median

• 52STO07:00 to 10:00

  The median final prediction here is more than 4 minutes later than the timetable. Test whether scheduled running time explains this; actual arrivals and the cause are not established.

  9,186 eligible predictions · 3 hours of the day · typically 4 min late · 95th-percentile prediction 11 min later than the median · Unvalidated scenario to verify: about 4 min more scheduled running time, derived from the prediction median

• 7021:00 to 23:00

  The median final prediction here is more than 3 minutes later than the timetable. Test whether scheduled running time explains this; actual arrivals and the cause are not established.

  9,943 eligible predictions · 2 hours of the day · typically 3 min late · 95th-percentile prediction 8 min later than the median · Unvalidated scenario to verify: about 4 min more scheduled running time, derived from the prediction median

• 2408:00

  The median final prediction here is more than 3 minutes later than the timetable. Test whether scheduled running time explains this; actual arrivals and the cause are not established.

  8,476 eligible predictions · 1 hours of the day · typically 3 min late · 95th-percentile prediction 11 min later than the median · Unvalidated scenario to verify: about 3 min more scheduled running time, derived from the prediction median

• 5312:00

  The median final prediction here is more than 3 minutes later than the timetable. Test whether scheduled running time explains this; actual arrivals and the cause are not established.

  5,548 eligible predictions · 1 hours of the day · typically 3 min late · 95th-percentile prediction 13 min later than the median · Unvalidated scenario to verify: about 3 min more scheduled running time, derived from the prediction median

• 59STO09:00

  The median final prediction here is more than 3 minutes later than the timetable. Test whether scheduled running time explains this; actual arrivals and the cause are not established.

  5,182 eligible predictions · 1 hours of the day · typically 3 min late · 95th-percentile prediction 8 min later than the median · Unvalidated scenario to verify: about 4 min more scheduled running time, derived from the prediction median

• 2008:00

  The median final prediction here is more than 4 minutes later than the timetable. Test whether scheduled running time explains this; actual arrivals and the cause are not established.

  4,338 eligible predictions · 1 hours of the day · typically 4 min late · 95th-percentile prediction 12 min later than the median · Unvalidated scenario to verify: about 4 min more scheduled running time, derived from the prediction median

• 2422:00

  The median final prediction here is more than 4 minutes later than the timetable. Test whether scheduled running time explains this; actual arrivals and the cause are not established.

  3,414 eligible predictions · 1 hours of the day · typically 4 min late · 95th-percentile prediction 8 min later than the median · Unvalidated scenario to verify: about 4 min more scheduled running time, derived from the prediction median

• 1822:00

  The median final prediction here is more than 3 minutes later than the timetable. Test whether scheduled running time explains this; actual arrivals and the cause are not established.

  4,421 eligible predictions · 1 hours of the day · typically 3 min late · 95th-percentile prediction 11 min later than the median · Unvalidated scenario to verify: about 3 min more scheduled running time, derived from the prediction median

• 52STO12:00

  The median final prediction here is more than 3 minutes later than the timetable. Test whether scheduled running time explains this; actual arrivals and the cause are not established.

  3,109 eligible predictions · 1 hours of the day · typically 3 min late · 95th-percentile prediction 12 min later than the median · Unvalidated scenario to verify: about 3 min more scheduled running time, derived from the prediction median

• 5619:00

  The median final prediction here is more than 4 minutes later than the timetable. Test whether scheduled running time explains this; actual arrivals and the cause are not established.

  1,812 eligible predictions · 1 hours of the day · typically 4 min late · 95th-percentile prediction 14 min later than the median · Unvalidated scenario to verify: about 4 min more scheduled running time, derived from the prediction median

• 2000:00

  The median final prediction here is more than 3 minutes later than the timetable. Test whether scheduled running time explains this; actual arrivals and the cause are not established.

  747 eligible predictions · 1 hours of the day · typically 3 min late · 95th-percentile prediction 10 min later than the median · Unvalidated scenario to verify: about 3 min more scheduled running time, derived from the prediction median

• 52STO00:00

  The median final prediction here is more than 5 minutes later than the timetable. Test whether scheduled running time explains this; actual arrivals and the cause are not established.

  270 eligible predictions · 1 hours of the day · typically 5 min late · 95th-percentile prediction 8 min later than the median · Unvalidated scenario to verify: about 5 min more scheduled running time, derived from the prediction median

• 5601:00

  The median final prediction here is more than 4 minutes later than the timetable. Test whether scheduled running time explains this; actual arrivals and the cause are not established.

  174 eligible predictions · 1 hours of the day · typically 4 min late · 95th-percentile prediction 6 min later than the median · Unvalidated scenario to verify: about 4 min more scheduled running time, derived from the prediction median

Something other than the timetable

The prediction spread does not support a running-time change by itself. Test traffic, boarding load, crossings, terminal dispatch, vehicle assignment and operator availability against operational records; those cause data are not available here.

• 2016:00 to 18:00

  The 95th-percentile prediction here is about 23 minutes later than the median prediction. Actual arrival spread is not measured.

  8,684 eligible predictions · 2 hours of the day · typically 5 min late · 95th-percentile prediction 23 min later than the median

• 2416:00

  The 95th-percentile prediction here is about 26 minutes later than the median prediction. Actual arrival spread is not measured.

  7,822 eligible predictions · 1 hours of the day · typically 5 min late · 95th-percentile prediction 26 min later than the median

• 52STO16:00 to 18:00

  The 95th-percentile prediction here is about 21 minutes later than the median prediction. Actual arrival spread is not measured.

  6,044 eligible predictions · 2 hours of the day · typically 6 min late · 95th-percentile prediction 21 min later than the median

• 59STO16:00

  At 16:00, 45 of predictions are within five minutes of the timetable, against 74 the rest of the day. This identifies a prediction pattern, not a confirmed service failure.

  7,518 eligible predictions · 45% against 74% the rest of the day

• 2415:00

  At 15:00, 50 of predictions are within five minutes of the timetable, against 75 the rest of the day. This identifies a prediction pattern, not a confirmed service failure.

  8,333 eligible predictions · 50% against 75% the rest of the day

• 5308:00

  At 08:00, 50 of predictions are within five minutes of the timetable, against 72 the rest of the day. This identifies a prediction pattern, not a confirmed service failure.

  8,386 eligible predictions · 50% against 72% the rest of the day

• 5615:00

  At 15:00, 29 of predictions are within five minutes of the timetable, against 68 the rest of the day. This identifies a prediction pattern, not a confirmed service failure.

  4,599 eligible predictions · 29% against 68% the rest of the day

• 7015:00

  At 15:00, 49 of predictions are within five minutes of the timetable, against 73 the rest of the day. This identifies a prediction pattern, not a confirmed service failure.

  7,148 eligible predictions · 49% against 73% the rest of the day