78.4% 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.

• 1210:00 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.

  57,797 eligible predictions · 13 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

• 712:00 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.

  54,088 eligible predictions · 12 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

• 611:00 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.

  52,897 eligible predictions · 12 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

• 1807:00 to 00:00

  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.

  35,142 eligible predictions · 17 hours of the day · typically 5 min late · 95th-percentile prediction 15 min later than the median · Unvalidated scenario to verify: about 5 min more scheduled running time, derived from the prediction median

• 2011:00 to 00:00

  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.

  24,434 eligible predictions · 13 hours of the day · typically 5 min late · 95th-percentile prediction 16 min later than the median · Unvalidated scenario to verify: about 5 min more scheduled running time, derived from the prediction median

• 1415:00 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.

  24,650 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 5 min more scheduled running time, derived from the prediction median

• 1409:00 to 14:00

  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.

  21,261 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

• 1112:00 to 16:00

  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.

  18,551 eligible predictions · 4 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

• 1913:00 to 22:00

  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.

  14,669 eligible predictions · 9 hours of the day · typically 5 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

• 6307:00 to 14:00

  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.

  16,007 eligible predictions · 7 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

• 7011:00 to 16:00

  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.

  14,666 eligible predictions · 5 hours of the day · typically 5 min late · 95th-percentile prediction 18 min later than the median · Unvalidated scenario to verify: about 5 min more scheduled running time, derived from the prediction median

• 6315:00 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.

  15,629 eligible predictions · 7 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

• 5710:00 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.

  16,804 eligible predictions · 8 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

• 5112:00 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.

  13,246 eligible predictions · 6 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

• 5719:00 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.

  7,708 eligible predictions · 4 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

• 2005:00 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.

  8,288 eligible predictions · 5 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

• 1120:00 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.

  8,343 eligible predictions · 3 hours of the day · typically 3 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

• 1117:00 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.

  7,193 eligible predictions · 2 hours of the day · typically 3 min late · 95th-percentile prediction 17 min later than the median · Unvalidated scenario to verify: about 3 min more scheduled running time, derived from the prediction median

• 5707:00 to 09:00

  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.

  5,620 eligible predictions · 2 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

• 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.

  4,401 eligible predictions · 2 hours of the day · typically 3 min late · 95th-percentile prediction 17 min later than the median · Unvalidated scenario to verify: about 3 min more scheduled running time, derived from the prediction median

• 5107:00 to 09:00

  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.

  4,225 eligible predictions · 2 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

• 700:00

  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.

  2,398 eligible predictions · 1 hours of the day · typically 3 min late · 95th-percentile prediction 18 min later than the median · Unvalidated scenario to verify: about 3 min more scheduled running time, derived from the prediction median

• 1909:00

  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.

  2,048 eligible predictions · 1 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

• 5123:00

  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.

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

• 1800:00

  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.

  516 eligible predictions · 1 hours of the day · typically 3 min late · 95th-percentile prediction 6 min later than the median · Unvalidated scenario to verify: about 3 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.

• 2014:00 to 18:00

  The 95th-percentile prediction here is about 27 minutes later than the median prediction. Actual arrival spread is not measured.

  7,218 eligible predictions · 4 hours of the day · typically 6 min late · 95th-percentile prediction 27 min later than the median

• 1416:00 to 18:00

  The 95th-percentile prediction here is about 22 minutes later than the median prediction. Actual arrival spread is not measured.

  6,902 eligible predictions · 2 hours of the day · typically 6 min late · 95th-percentile prediction 22 min later than the median

• 615:00

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

  5,016 eligible predictions · 1 hours of the day · typically 4 min late · 95th-percentile prediction 23 min later than the median

• 7014:00

  The 95th-percentile prediction here is about 20 minutes later than the median prediction. Actual arrival spread is not measured.

  2,617 eligible predictions · 1 hours of the day · typically 5 min late · 95th-percentile prediction 20 min later than the median

• 5718:00 to 20:00

  The 95th-percentile prediction here is about 25 minutes later than the median prediction. Actual arrival spread is not measured.

  3,813 eligible predictions · 2 hours of the day · typically 3 min late · 95th-percentile prediction 25 min later than the median

• 1116:00

  The 95th-percentile prediction here is about 24 minutes later than the median prediction. Actual arrival spread is not measured.

  3,572 eligible predictions · 1 hours of the day · typically 3 min late · 95th-percentile prediction 24 min later than the median

• 1817:00

  The 95th-percentile prediction here is about 22 minutes later than the median prediction. Actual arrival spread is not measured.

  1,828 eligible predictions · 1 hours of the day · typically 3 min late · 95th-percentile prediction 22 min later than the median

• 7013:00

  At 13:00, 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.

  2,526 eligible predictions · 50% against 72% the rest of the day

• 1821:00

  At 21:00, 32 of predictions are within five minutes of the timetable, against 56 the rest of the day. This identifies a prediction pattern, not a confirmed service failure.

  2,209 eligible predictions · 32% against 56% the rest of the day

• 1915:00

  At 15:00, 40 of predictions are within five minutes of the timetable, against 65 the rest of the day. This identifies a prediction pattern, not a confirmed service failure.

  1,734 eligible predictions · 40% against 65% the rest of the day

Something other than the timetable, at night

The late-hour pattern does not establish a cause. Test terminal holds, prior-trip lateness, vehicle assignment, operator availability and any overnight traffic event against operational records; those records are not available here.

• 622:00

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

  2,865 eligible predictions · 1 hours of the day · typically 4 min late · 95th-percentile prediction 21 min later than the median

• 2023:00

  The 95th-percentile prediction here is about 24 minutes later than the median prediction. Actual arrival spread is not measured.

  1,356 eligible predictions · 1 hours of the day · typically 5 min late · 95th-percentile prediction 24 min later than the median

• 5122:00

  The 95th-percentile prediction here is about 24 minutes later than the median prediction. Actual arrival spread is not measured.

  1,601 eligible predictions · 1 hours of the day · typically 1 min late · 95th-percentile prediction 24 min later than the median

• 2000:00

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

  409 eligible predictions · 1 hours of the day · typically 1 min late · 95th-percentile prediction 23 min later than the median

• 601:00

  The 95th-percentile prediction here is about 45 minutes later than the median prediction. Actual arrival spread is not measured.

  724 eligible predictions · 1 hours of the day · 95th-percentile prediction 45 min later than the median