YEAR,MONTH ,CATEGORY ,CANCEL_COUNT,CANCEL_TOTAL,CANCEL_PERCENTAGE ----------,---------------,------------------------------------------------------------,------------,------------,----------------- 2017,JANUARY ,AMTRAK , 3, 6, 50 2023,JANUARY ,Mechanical , 3, 3, 100 2018,JANUARY ,AMTRAK , 6, 24, 25 2018,JANUARY ,Crew/Engineer Availability , 2, 24, 8.3 2018,JANUARY ,Equipment Availability , 8, 24, 33.3 2018,JANUARY ,Mechanical , 5, 24, 20.8 2018,JANUARY ,Unpreventable , 3, 24, 12.5 2019,JANUARY ,AMTRAK , 3, 9, 33.3 2019,JANUARY ,Carryover/Other , 1, 9, 11.1 2019,JANUARY ,Equipment Availability , 3, 9, 33.3 2019,JANUARY ,Mechanical , 2, 9, 22.2 2020,JANUARY ,Crew/Engineer Availability , 2, 12, 16.7 2020,JANUARY ,Equipment Availability , 2, 12, 16.7 2020,JANUARY ,Mechanical , 4, 12, 33.3 2020,JANUARY ,Unpreventable , 4, 12, 33.3 2021,JANUARY ,Equipment Availability , 2, 18, 11.1 2021,JANUARY ,Human Factor , 13, 18, 72.2 2021,JANUARY ,Mechanical , 3, 18, 16.7 2022,JANUARY ,AMTRAK , 2, 35, 5.7 2022,JANUARY ,Crew/Engineer Availability , 15, 35, 42.9 2022,JANUARY ,Equipment Availability , 1, 35, 2.9 2022,JANUARY ,Human Factor , 4, 35, 11.4 2022,JANUARY ,Mechanical , 7, 35, 20 2022,JANUARY ,Unpreventable , 6, 35, 17.1 2017,JANUARY ,Human Factor , 3, 6, 50 2017,FEBRUARY ,AMTRAK , 2, 11, 18.2 2023,FEBRUARY ,Unpreventable , 4, 7, 57.1 2017,FEBRUARY ,Crew/Engineer Availability , 1, 11, 9.1 2017,FEBRUARY ,Equipment Availability , 2, 11, 18.2 2017,FEBRUARY ,Mechanical , 3, 11, 27.3 2017,FEBRUARY ,Unpreventable , 2, 11, 18.2 2018,FEBRUARY ,Crew/Engineer Availability , 8, 15, 53.3 2018,FEBRUARY ,Mechanical , 7, 15, 46.7 2019,FEBRUARY ,AMTRAK , 2, 28, 7.1 2019,FEBRUARY ,Carryover/Other , 2, 28, 7.1 2019,FEBRUARY ,Crew/Engineer Availability , 21, 28, 75 2019,FEBRUARY ,Equipment Availability , 1, 28, 3.6 2019,FEBRUARY ,Mechanical , 1, 28, 3.6 2019,FEBRUARY ,Unpreventable , 1, 28, 3.6 2020,FEBRUARY ,AMTRAK , 10, 22, 45.5 2020,FEBRUARY ,Crew/Engineer Availability , 1, 22, 4.5 2020,FEBRUARY ,Human Factor , 1, 22, 4.5 2020,FEBRUARY ,Mechanical , 1, 22, 4.5 2020,FEBRUARY ,Unpreventable , 9, 22, 40.9 2021,FEBRUARY ,Equipment Availability , 2, 7, 28.6 2021,FEBRUARY ,Mechanical , 2, 7, 28.6 2021,FEBRUARY ,Unpreventable , 3, 7, 42.9 2022,FEBRUARY ,AMTRAK , 7, 25, 28 2022,FEBRUARY ,Crew/Engineer Availability , 3, 25, 12 2022,FEBRUARY ,Human Factor , 4, 25, 16 2022,FEBRUARY ,Mechanical , 8, 25, 32 2022,FEBRUARY ,Unpreventable , 3, 25, 12 2023,FEBRUARY ,Carryover/Other , 2, 7, 28.6 2023,FEBRUARY ,Infrastructure Engineering , 1, 7, 14.3 2017,FEBRUARY ,Carryover/Other , 1, 11, 9.1 2017,MARCH ,AMTRAK , 34, 40, 85 2023,MARCH ,Unpreventable , 32, 38, 84.2 2017,MARCH ,Other , 1, 40, 2.5 2017,MARCH ,Unpreventable , 4, 40, 10 2018,MARCH ,AMTRAK , 38, 138, 27.5 2018,MARCH ,Carryover/Other , 1, 138, .7 2018,MARCH ,Crew/Engineer Availability , 16, 138, 11.6 2018,MARCH ,Human Factor , 1, 138, .7 2018,MARCH ,Mechanical , 2, 138, 1.4 2018,MARCH ,Other Railroads , 25, 138, 18.1 2018,MARCH ,Unpreventable , 55, 138, 39.9 2019,MARCH ,Carryover/Other , 1, 23, 4.3 2019,MARCH ,Crew/Engineer Availability , 17, 23, 73.9 2019,MARCH ,Equipment Availability , 1, 23, 4.3 2019,MARCH ,Human Factor , 1, 23, 4.3 2019,MARCH ,Mechanical , 2, 23, 8.7 2019,MARCH ,Technologies , 1, 23, 4.3 2020,MARCH ,AMTRAK , 12, 26, 46.2 2020,MARCH ,Crew/Engineer Availability , 7, 26, 26.9 2020,MARCH ,Equipment Availability , 1, 26, 3.8 2020,MARCH ,Infrastructure Engineering , 4, 26, 15.4 2020,MARCH ,Technologies , 2, 26, 7.7 2021,MARCH ,Human Factor , 2, 21, 9.5 2021,MARCH ,Mechanical , 3, 21, 14.3 2021,MARCH ,Unpreventable , 16, 21, 76.2 2022,MARCH ,Human Factor , 2, 7, 28.6 2022,MARCH ,Mechanical , 4, 7, 57.1 2022,MARCH ,Unpreventable , 1, 7, 14.3 2023,MARCH ,AMTRAK , 1, 38, 2.6 2023,MARCH ,Human Factor , 1, 38, 2.6 2023,MARCH ,Mechanical , 4, 38, 10.5 2017,MARCH ,Mechanical , 1, 40, 2.5 2017,APRIL ,AMTRAK , 83, 101, 82.2 2023,APRIL ,Mechanical , 4, 5, 80 2017,APRIL ,Crew/Engineer Availability , 4, 101, 4 2017,APRIL ,Mechanical , 7, 101, 6.9 2018,APRIL ,AMTRAK , 3, 22, 13.6 2018,APRIL ,Carryover/Other , 2, 22, 9.1 2018,APRIL ,Crew/Engineer Availability , 13, 22, 59.1 2018,APRIL ,Human Factor , 1, 22, 4.5 2018,APRIL ,Mechanical , 1, 22, 4.5 2018,APRIL ,Unpreventable , 2, 22, 9.1 2019,APRIL ,Crew/Engineer Availability , 8, 15, 53.3 2019,APRIL ,Human Factor , 1, 15, 6.7 2019,APRIL ,Mechanical , 4, 15, 26.7 2019,APRIL ,Unpreventable , 2, 15, 13.3 2020,APRIL ,Crew/Engineer Availability , 2, 3, 66.7 2020,APRIL ,Mechanical , 1, 3, 33.3 2021,APRIL ,Mechanical , 8, 9, 88.9 2021,APRIL ,Unpreventable , 1, 9, 11.1 2022,APRIL ,Human Factor , 1, 7, 14.3 2022,APRIL ,Mechanical , 2, 7, 28.6 2022,APRIL ,Unpreventable , 4, 7, 57.1 2023,APRIL ,Human Factor , 1, 5, 20 2017,APRIL ,Carryover/Other , 7, 101, 6.9 2017,MAY ,Crew/Engineer Availability , 4, 8, 50 2023,MAY ,Unpreventable , 1, 96, 1 2017,MAY ,Unpreventable , 1, 8, 12.5 2018,MAY ,Crew/Engineer Availability , 5, 29, 17.2 2018,MAY ,Equipment Availability , 1, 29, 3.4 2018,MAY ,Mechanical , 2, 29, 6.9 2018,MAY ,Unpreventable , 21, 29, 72.4 2019,MAY ,Carryover/Other , 1, 36, 2.8 2019,MAY ,Crew/Engineer Availability , 9, 36, 25 2019,MAY ,Equipment Availability , 2, 36, 5.6 2019,MAY ,Mechanical , 8, 36, 22.2 2019,MAY ,Unpreventable , 16, 36, 44.4 2020,MAY ,Crew/Engineer Availability , 2, 4, 50 2020,MAY ,Mechanical , 2, 4, 50 2021,MAY ,Mechanical , 7, 7, 100 2022,MAY ,AMTRAK , 4, 15, 26.7 2022,MAY ,Human Factor , 2, 15, 13.3 2022,MAY ,Mechanical , 9, 15, 60 2023,MAY ,AMTRAK , 91, 96, 94.8 2023,MAY ,Mechanical , 4, 96, 4.2 2017,MAY ,Mechanical , 3, 8, 37.5 2017,JUNE ,Crew/Engineer Availability , 2, 3, 66.7 2023,JUNE ,Mechanical , 6, 9, 66.7 2018,JUNE ,Crew/Engineer Availability , 15, 21, 71.4 2018,JUNE ,Mechanical , 4, 21, 19 2018,JUNE ,Unpreventable , 2, 21, 9.5 2019,JUNE ,AMTRAK , 7, 37, 18.9 2019,JUNE ,Crew/Engineer Availability , 19, 37, 51.4 2019,JUNE ,Equipment Availability , 1, 37, 2.7 2019,JUNE ,Mechanical , 5, 37, 13.5 2019,JUNE ,Unpreventable , 5, 37, 13.5 2020,JUNE ,Human Factor , 1, 1, 100 2021,JUNE ,AMTRAK , 1, 16, 6.3 2021,JUNE ,Human Factor , 1, 16, 6.3 2021,JUNE ,Mechanical , 9, 16, 56.3 2021,JUNE ,Unpreventable , 5, 16, 31.3 2022,JUNE ,Carryover/Other , 2, 32, 6.3 2022,JUNE ,Crew/Engineer Availability , 19, 32, 59.4 2022,JUNE ,Human Factor , 2, 32, 6.3 2022,JUNE ,Mechanical , 9, 32, 28.1 2023,JUNE ,Carryover/Other , 2, 9, 22.2 2023,JUNE ,Human Factor , 1, 9, 11.1 2017,JUNE ,Unpreventable , 1, 3, 33.3 2017,JULY ,AMTRAK , 7, 21, 33.3 2023,JULY ,Unpreventable , 3, 14, 21.4 2017,JULY ,Crew/Engineer Availability , 10, 21, 47.6 2017,JULY ,Mechanical , 1, 21, 4.8 2017,JULY ,Unpreventable , 2, 21, 9.5 2018,JULY ,Crew/Engineer Availability , 14, 28, 50 2018,JULY ,Equipment Availability , 5, 28, 17.9 2018,JULY ,Human Factor , 3, 28, 10.7 2018,JULY ,Mechanical , 6, 28, 21.4 2019,JULY ,Crew/Engineer Availability , 6, 16, 37.5 2019,JULY ,Human Factor , 4, 16, 25 2019,JULY ,Mechanical , 6, 16, 37.5 2020,JULY ,AMTRAK , 8, 50, 16 2020,JULY ,Crew/Engineer Availability , 11, 50, 22 2020,JULY ,Equipment Availability , 4, 50, 8 2020,JULY ,Infrastructure Engineering , 18, 50, 36 2020,JULY ,Mechanical , 5, 50, 10 2020,JULY ,Unpreventable , 4, 50, 8 2021,JULY ,Human Factor , 6, 36, 16.7 2021,JULY ,Infrastructure Engineering , 3, 36, 8.3 2021,JULY ,Mechanical , 13, 36, 36.1 2021,JULY ,Unpreventable , 14, 36, 38.9 2022,JULY ,Crew/Engineer Availability , 2, 12, 16.7 2022,JULY ,Human Factor , 1, 12, 8.3 2022,JULY ,Mechanical , 3, 12, 25 2022,JULY ,Unpreventable , 6, 12, 50 2023,JULY ,Equipment Availability , 2, 14, 14.3 2023,JULY ,Infrastructure Engineering , 2, 14, 14.3 2023,JULY ,Mechanical , 7, 14, 50 2017,JULY ,Carryover/Other , 1, 21, 4.8 2017,AUGUST ,Crew/Engineer Availability , 24, 28, 85.7 2017,AUGUST ,Equipment Availability , 1, 28, 3.6 2017,AUGUST ,Mechanical , 3, 28, 10.7 2018,AUGUST ,Crew/Engineer Availability , 47, 67, 70.1 2018,AUGUST ,Equipment Availability , 14, 67, 20.9 2018,AUGUST ,Infrastructure Engineering , 2, 67, 3 2018,AUGUST ,Mechanical , 2, 67, 3 2018,AUGUST ,Unpreventable , 2, 67, 3 2019,AUGUST ,AMTRAK , 1, 24, 4.2 2019,AUGUST ,Crew/Engineer Availability , 19, 24, 79.2 2019,AUGUST ,Equipment Availability , 2, 24, 8.3 2019,AUGUST ,Technologies , 1, 24, 4.2 2019,AUGUST ,Unpreventable , 1, 24, 4.2 2020,AUGUST ,Crew/Engineer Availability , 24, 101, 23.8 2020,AUGUST ,Equipment Availability , 2, 101, 2 2020,AUGUST ,Mechanical , 4, 101, 4 2020,AUGUST ,Technologies , 2, 101, 2 2020,AUGUST ,Unpreventable , 69, 101, 68.3 2021,AUGUST ,Crew/Engineer Availability , 2, 22, 9.1 2021,AUGUST ,Equipment Availability , 4, 22, 18.2 2021,AUGUST ,Human Factor , 1, 22, 4.5 2021,AUGUST ,Mechanical , 5, 22, 22.7 2021,AUGUST ,Other Railroads , 2, 22, 9.1 2021,AUGUST ,Unpreventable , 8, 22, 36.4 2022,AUGUST ,AMTRAK , 18, 68, 26.5 2022,AUGUST ,Human Factor , 1, 68, 1.5 2022,AUGUST ,Infrastructure Engineering , 2, 68, 2.9 2022,AUGUST ,Mechanical , 9, 68, 13.2 2022,AUGUST ,Unpreventable , 38, 68, 55.9 2023,AUGUST ,AMTRAK , 1, 10, 10 2023,AUGUST ,Human Factor , 1, 10, 10 2023,AUGUST ,Mechanical , 8, 10, 80 2017,SEPTEMBER ,AMTRAK , 1, 18, 5.6 2023,SEPTEMBER ,Unpreventable , 3, 43, 7 2017,SEPTEMBER ,Equipment Availability , 1, 18, 5.6 2017,SEPTEMBER ,Unpreventable , 13, 18, 72.2 2018,SEPTEMBER ,AMTRAK , 2, 45, 4.4 2018,SEPTEMBER ,Crew/Engineer Availability , 29, 45, 64.4 2018,SEPTEMBER ,Equipment Availability , 6, 45, 13.3 2018,SEPTEMBER ,Human Factor , 4, 45, 8.9 2018,SEPTEMBER ,Mechanical , 4, 45, 8.9 2019,SEPTEMBER ,Crew/Engineer Availability , 36, 45, 80 2019,SEPTEMBER ,Human Factor , 6, 45, 13.3 2019,SEPTEMBER ,Mechanical , 3, 45, 6.7 2020,SEPTEMBER ,Crew/Engineer Availability , 2, 9, 22.2 2020,SEPTEMBER ,Equipment Availability , 5, 9, 55.6 2020,SEPTEMBER ,Mechanical , 2, 9, 22.2 2021,SEPTEMBER ,AMTRAK , 7, 46, 15.2 2021,SEPTEMBER ,Human Factor , 3, 46, 6.5 2021,SEPTEMBER ,Infrastructure Engineering , 1, 46, 2.2 2021,SEPTEMBER ,Mechanical , 15, 46, 32.6 2021,SEPTEMBER ,Unpreventable , 20, 46, 43.5 2022,SEPTEMBER ,AMTRAK , 3, 20, 15 2022,SEPTEMBER ,Carryover/Other , 1, 20, 5 2022,SEPTEMBER ,Equipment Availability , 2, 20, 10 2022,SEPTEMBER ,Mechanical , 2, 20, 10 2022,SEPTEMBER ,Unpreventable , 12, 20, 60 2023,SEPTEMBER ,AMTRAK , 4, 43, 9.3 2023,SEPTEMBER ,Carryover/Other , 25, 43, 58.1 2023,SEPTEMBER ,Human Factor , 2, 43, 4.7 2023,SEPTEMBER ,Mechanical , 9, 43, 20.9 2017,SEPTEMBER ,Crew/Engineer Availability , 3, 18, 16.7 2017,OCTOBER ,Crew/Engineer Availability , 30, 42, 71.4 2023,OCTOBER ,Unpreventable , 1, 9, 11.1 2017,OCTOBER ,Mechanical , 4, 42, 9.5 2017,OCTOBER ,Unpreventable , 7, 42, 16.7 2018,OCTOBER ,AMTRAK , 2, 58, 3.4 2018,OCTOBER ,Carryover/Other , 1, 58, 1.7 2018,OCTOBER ,Crew/Engineer Availability , 19, 58, 32.8 2018,OCTOBER ,Equipment Availability , 10, 58, 17.2 2018,OCTOBER ,Human Factor , 3, 58, 5.2 2018,OCTOBER ,Mechanical , 8, 58, 13.8 2018,OCTOBER ,Other , 11, 58, 19 2018,OCTOBER ,Unpreventable , 4, 58, 6.9 2019,OCTOBER ,Crew/Engineer Availability , 5, 19, 26.3 2019,OCTOBER ,Equipment Availability , 1, 19, 5.3 2019,OCTOBER ,Mechanical , 5, 19, 26.3 2019,OCTOBER ,Unpreventable , 8, 19, 42.1 2020,OCTOBER ,Crew/Engineer Availability , 10, 26, 38.5 2020,OCTOBER ,Human Factor , 4, 26, 15.4 2020,OCTOBER ,Mechanical , 8, 26, 30.8 2020,OCTOBER ,Unpreventable , 4, 26, 15.4 2021,OCTOBER ,AMTRAK , 4, 15, 26.7 2021,OCTOBER ,Human Factor , 1, 15, 6.7 2021,OCTOBER ,Mechanical , 6, 15, 40 2021,OCTOBER ,Unpreventable , 4, 15, 26.7 2022,OCTOBER ,Mechanical , 6, 6, 100 2023,OCTOBER ,Equipment Availability , 2, 9, 22.2 2023,OCTOBER ,Mechanical , 6, 9, 66.7 2017,OCTOBER ,Human Factor , 1, 42, 2.4 2017,NOVEMBER ,AMTRAK , 1, 7, 14.3 2023,NOVEMBER ,Unpreventable , 3, 16, 18.8 2017,NOVEMBER ,Equipment Availability , 1, 7, 14.3 2017,NOVEMBER ,Human Factor , 1, 7, 14.3 2017,NOVEMBER ,Mechanical , 1, 7, 14.3 2018,NOVEMBER ,AMTRAK , 19, 67, 28.4 2018,NOVEMBER ,Crew/Engineer Availability , 2, 67, 3 2018,NOVEMBER ,Equipment Availability , 24, 67, 35.8 2018,NOVEMBER ,Human Factor , 1, 67, 1.5 2018,NOVEMBER ,Infrastructure Engineering , 3, 67, 4.5 2018,NOVEMBER ,Mechanical , 4, 67, 6 2018,NOVEMBER ,Unpreventable , 14, 67, 20.9 2019,NOVEMBER ,Crew/Engineer Availability , 14, 32, 43.8 2019,NOVEMBER ,Mechanical , 5, 32, 15.6 2019,NOVEMBER ,Unpreventable , 13, 32, 40.6 2020,NOVEMBER ,Crew/Engineer Availability , 12, 28, 42.9 2020,NOVEMBER ,Equipment Availability , 1, 28, 3.6 2020,NOVEMBER ,Mechanical , 5, 28, 17.9 2020,NOVEMBER ,Technologies , 2, 28, 7.1 2020,NOVEMBER ,Unpreventable , 8, 28, 28.6 2021,NOVEMBER ,Human Factor , 3, 19, 15.8 2021,NOVEMBER ,Infrastructure Engineering , 1, 19, 5.3 2021,NOVEMBER ,Mechanical , 9, 19, 47.4 2021,NOVEMBER ,Unpreventable , 6, 19, 31.6 2022,NOVEMBER ,AMTRAK , 1, 4, 25 2022,NOVEMBER ,Equipment Availability , 1, 4, 25 2022,NOVEMBER ,Mechanical , 2, 4, 50 2023,NOVEMBER ,AMTRAK , 3, 16, 18.8 2023,NOVEMBER ,Human Factor , 1, 16, 6.3 2023,NOVEMBER ,Mechanical , 9, 16, 56.3 2017,NOVEMBER ,Crew/Engineer Availability , 3, 7, 42.9 2017,DECEMBER ,Crew/Engineer Availability , 7, 11, 63.6 2023,DECEMBER ,Unpreventable , 8, 27, 29.6 2017,DECEMBER ,Mechanical , 1, 11, 9.1 2017,DECEMBER ,Unpreventable , 2, 11, 18.2 2018,DECEMBER ,Crew/Engineer Availability , 11, 70, 15.7 2018,DECEMBER ,Equipment Availability , 45, 70, 64.3 2018,DECEMBER ,Mechanical , 10, 70, 14.3 2018,DECEMBER ,Technologies , 4, 70, 5.7 2019,DECEMBER ,Crew/Engineer Availability , 20, 38, 52.6 2019,DECEMBER ,Human Factor , 3, 38, 7.9 2019,DECEMBER ,Mechanical , 3, 38, 7.9 2019,DECEMBER ,Unpreventable , 12, 38, 31.6 2020,DECEMBER ,Crew/Engineer Availability , 2, 35, 5.7 2020,DECEMBER ,Equipment Availability , 5, 35, 14.3 2020,DECEMBER ,Human Factor , 2, 35, 5.7 2020,DECEMBER ,Mechanical , 7, 35, 20 2020,DECEMBER ,Unpreventable , 19, 35, 54.3 2021,DECEMBER ,Crew/Engineer Availability , 8, 21, 38.1 2021,DECEMBER ,Equipment Availability , 1, 21, 4.8 2021,DECEMBER ,Human Factor , 1, 21, 4.8 2021,DECEMBER ,Mechanical , 8, 21, 38.1 2021,DECEMBER ,Unpreventable , 3, 21, 14.3 2022,DECEMBER ,AMTRAK , 4, 12, 33.3 2022,DECEMBER ,Mechanical , 7, 12, 58.3 2022,DECEMBER ,Unpreventable , 1, 12, 8.3 2023,DECEMBER ,AMTRAK , 6, 27, 22.2 2023,DECEMBER ,Human Factor , 5, 27, 18.5 2023,DECEMBER ,Mechanical , 8, 27, 29.6 2017,DECEMBER ,Infrastructure Engineering , 1, 11, 9.1