service_date
timestamp[ns]
datetime
timestamp[ns]
route_id
string
direction_id
string
stop_id
float64
delay_minutes
float64
year
int32
month
int32
day
int32
day_of_week
int32
is_weekend
int64
week_of_year
int64
hour
int32
minute
int32
time_period
string
is_target_route
int64
direction_encoded
int64
point_type_encoded
float64
scheduled_headway
float64
actual_headway
float64
time_point_order
float64
2020-01-02T00:00:00
2020-01-02T22:00:00
44
Outbound
1,188
7.066667
2,020
1
2
3
0
1
22
0
evening
1
1
1
null
null
7
2020-01-02T00:00:00
2020-01-02T22:00:00
47
Inbound
72
0.5
2,020
1
2
3
0
1
22
0
evening
0
0
0
null
null
1
2020-01-02T00:00:00
2020-01-02T22:00:00
47
Outbound
150
-0.466667
2,020
1
2
3
0
1
22
0
evening
0
1
0
null
null
1
2020-01-02T00:00:00
2020-01-02T22:00:00
51
Inbound
21,917
1.45
2,020
1
2
3
0
1
22
0
evening
0
0
0
null
null
1
2020-01-02T00:00:00
2020-01-02T22:01:00
201
Outbound
3,078
2.616667
2,020
1
2
3
0
1
22
1
evening
0
1
2
null
null
4
2020-01-02T00:00:00
2020-01-02T22:01:00
23
Outbound
468
5.05
2,020
1
2
3
0
1
22
1
evening
1
1
1
900
1,106
7
2020-01-02T00:00:00
2020-01-02T22:01:00
71
Outbound
2,025
-1.866667
2,020
1
2
3
0
1
22
1
evening
0
1
1
1,200
1,132
4
2020-01-02T00:00:00
2020-01-02T22:02:00
09
Outbound
151
-0.783333
2,020
1
2
3
0
1
22
2
evening
0
1
1
null
null
3
2020-01-02T00:00:00
2020-01-02T22:02:00
111
Outbound
8,310
4.283333
2,020
1
2
3
0
1
22
2
evening
1
1
0
420
564
1
2020-01-02T00:00:00
2020-01-02T22:02:00
137
Outbound
9,242
0.983333
2,020
1
2
3
0
1
22
2
evening
0
1
1
null
null
6
2020-01-02T00:00:00
2020-01-02T22:02:00
442
Outbound
14,748
6.7
2,020
1
2
3
0
1
22
2
evening
0
1
1
null
null
3
2020-01-02T00:00:00
2020-01-02T22:02:00
450
Outbound
37,150
5.85
2,020
1
2
3
0
1
22
2
evening
0
1
2
null
null
9
2020-01-02T00:00:00
2020-01-02T22:02:00
60
Outbound
1,535
2.3
2,020
1
2
3
0
1
22
2
evening
0
1
1
null
null
6
2020-01-02T00:00:00
2020-01-02T22:03:00
108
Outbound
5,342
7.983333
2,020
1
2
3
0
1
22
3
evening
0
1
1
null
null
4
2020-01-02T00:00:00
2020-01-02T22:03:00
23
Inbound
17,861
0.166667
2,020
1
2
3
0
1
22
3
evening
1
0
2
960
553
10
2020-01-02T00:00:00
2020-01-02T22:03:00
32
Inbound
875
3.433333
2,020
1
2
3
0
1
22
3
evening
0
0
2
660
882
6
2020-01-02T00:00:00
2020-01-02T22:03:00
96
Outbound
2,310
3.116667
2,020
1
2
3
0
1
22
3
evening
0
1
1
null
null
2
2020-01-02T00:00:00
2020-01-02T22:03:00
SL5
Outbound
49,003
-5.516667
2,020
1
2
3
0
1
22
3
evening
0
1
1
540
161
4
2020-01-02T00:00:00
2020-01-02T22:04:00
201
Inbound
3,078
0.233333
2,020
1
2
3
0
1
22
4
evening
0
0
0
null
null
1
2020-01-02T00:00:00
2020-01-02T22:04:00
47
Outbound
5,090
1
2,020
1
2
3
0
1
22
4
evening
0
1
1
null
null
3
2020-01-02T00:00:00
2020-01-02T22:05:00
07
Inbound
886
1.466667
2,020
1
2
3
0
1
22
5
evening
0
0
1
null
null
2
2020-01-02T00:00:00
2020-01-02T22:05:00
111
Inbound
12,003
-3.15
2,020
1
2
3
0
1
22
5
evening
1
0
1
420
605
5
2020-01-02T00:00:00
2020-01-02T22:05:00
119
Inbound
5,832
-0.3
2,020
1
2
3
0
1
22
5
evening
0
0
1
null
null
3
2020-01-02T00:00:00
2020-01-02T22:05:00
21
Inbound
875
2.566667
2,020
1
2
3
0
1
22
5
evening
0
0
2
null
null
6
2020-01-02T00:00:00
2020-01-02T22:05:00
47
Inbound
1,773
1.633333
2,020
1
2
3
0
1
22
5
evening
0
0
1
null
null
2
2020-01-02T00:00:00
2020-01-02T22:05:00
57
Inbound
899
-2.5
2,020
1
2
3
0
1
22
5
evening
0
0
2
660
462
8
2020-01-02T00:00:00
2020-01-02T22:05:00
69
Inbound
1,404
2.083333
2,020
1
2
3
0
1
22
5
evening
0
0
1
null
null
2
2020-01-02T00:00:00
2020-01-02T22:06:00
111
Inbound
5,547
0
2,020
1
2
3
0
1
22
6
evening
1
0
0
780
776
1
2020-01-02T00:00:00
2020-01-02T22:07:00
132
Outbound
15,975
-1.066667
2,020
1
2
3
0
1
22
7
evening
0
1
1
null
null
3
2020-01-02T00:00:00
2020-01-02T22:07:00
226
Inbound
3,824
4.816667
2,020
1
2
3
0
1
22
7
evening
0
0
1
null
null
3
2020-01-02T00:00:00
2020-01-02T22:08:00
01
Inbound
64
-2.683333
2,020
1
2
3
0
1
22
8
evening
0
0
2
660
640
9
2020-01-02T00:00:00
2020-01-02T22:08:00
01
Inbound
110
-0.016667
2,020
1
2
3
0
1
22
8
evening
0
0
0
720
665
1
2020-01-02T00:00:00
2020-01-02T22:08:00
106
Inbound
15,431
1.9
2,020
1
2
3
0
1
22
8
evening
0
0
1
null
null
3
2020-01-02T00:00:00
2020-01-02T22:08:00
111
Inbound
8,310
-3.666667
2,020
1
2
3
0
1
22
8
evening
1
0
2
420
490
7
2020-01-02T00:00:00
2020-01-02T22:08:00
31
Outbound
875
0.016667
2,020
1
2
3
0
1
22
8
evening
1
1
0
900
645
1
2020-01-02T00:00:00
2020-01-02T22:08:00
442
Outbound
15,795
1.35
2,020
1
2
3
0
1
22
8
evening
0
1
0
null
null
1
2020-01-02T00:00:00
2020-01-02T22:08:00
51
Inbound
11,837
0.316667
2,020
1
2
3
0
1
22
8
evening
0
0
1
null
null
3
2020-01-02T00:00:00
2020-01-02T22:08:00
57
Outbound
966
-6.516667
2,020
1
2
3
0
1
22
8
evening
0
1
1
720
622
4
2020-01-02T00:00:00
2020-01-02T22:08:00
96
Outbound
2,316
3.133333
2,020
1
2
3
0
1
22
8
evening
0
1
1
null
null
3
2020-01-02T00:00:00
2020-01-02T22:09:00
116
Inbound
5,740
4.2
2,020
1
2
3
0
1
22
9
evening
0
0
2
1,260
1,628
6
2020-01-02T00:00:00
2020-01-02T22:09:00
22
Outbound
17,411
0.533333
2,020
1
2
3
0
1
22
9
evening
1
1
1
840
281
5
2020-01-02T00:00:00
2020-01-02T22:09:00
24
Outbound
185
7.416667
2,020
1
2
3
0
1
22
9
evening
1
1
1
null
null
5
2020-01-02T00:00:00
2020-01-02T22:09:00
55
Outbound
178
0.933333
2,020
1
2
3
0
1
22
9
evening
0
1
0
null
null
1
2020-01-02T00:00:00
2020-01-02T22:10:00
119
Inbound
5,714
-0.666667
2,020
1
2
3
0
1
22
10
evening
0
0
1
null
null
4
2020-01-02T00:00:00
2020-01-02T22:10:00
16
Inbound
2,931
1.833333
2,020
1
2
3
0
1
22
10
evening
0
0
1
null
null
4
2020-01-02T00:00:00
2020-01-02T22:10:00
21
Inbound
334
0.883333
2,020
1
2
3
0
1
22
10
evening
0
0
0
null
null
1
2020-01-02T00:00:00
2020-01-02T22:10:00
21
Outbound
875
3.983333
2,020
1
2
3
0
1
22
10
evening
0
1
0
null
null
1
2020-01-02T00:00:00
2020-01-02T22:10:00
24
Outbound
6,368
7.616667
2,020
1
2
3
0
1
22
10
evening
1
1
1
null
null
6
2020-01-02T00:00:00
2020-01-02T22:10:00
34
Inbound
621
0.833333
2,020
1
2
3
0
1
22
10
evening
0
0
1
null
null
2
2020-01-02T00:00:00
2020-01-02T22:10:00
34
Outbound
10,642
2.716667
2,020
1
2
3
0
1
22
10
evening
0
1
0
900
889
1
2020-01-02T00:00:00
2020-01-02T22:10:00
43
Inbound
1,235
5.2
2,020
1
2
3
0
1
22
10
evening
0
0
1
null
null
3
2020-01-02T00:00:00
2020-01-02T22:10:00
SL5
Outbound
55
-8.816667
2,020
1
2
3
0
1
22
10
evening
0
1
1
540
864
9
2020-01-02T00:00:00
2020-01-02T22:11:00
36
Inbound
787
-2.983333
2,020
1
2
3
0
1
22
11
evening
0
0
1
null
null
4
2020-01-02T00:00:00
2020-01-02T22:11:00
SL4
Outbound
6,538
-0.733333
2,020
1
2
3
0
1
22
11
evening
0
1
0
660
796
1
2020-01-02T00:00:00
2020-01-02T22:12:00
21
Inbound
537
0.633333
2,020
1
2
3
0
1
22
12
evening
0
0
1
null
null
2
2020-01-02T00:00:00
2020-01-02T22:12:00
28
Outbound
407
0.15
2,020
1
2
3
0
1
22
12
evening
1
1
1
840
838
5
2020-01-02T00:00:00
2020-01-02T22:12:00
34E
Inbound
61,848
2.283333
2,020
1
2
3
0
1
22
12
evening
0
0
1
null
null
2
2020-01-02T00:00:00
2020-01-02T22:12:00
455
Outbound
6,146
1.883333
2,020
1
2
3
0
1
22
12
evening
0
1
1
null
null
6
2020-01-02T00:00:00
2020-01-02T22:12:00
71
Outbound
2,043
-2.95
2,020
1
2
3
0
1
22
12
evening
0
1
1
1,080
998
6
2020-01-02T00:00:00
2020-01-02T22:12:00
93
Inbound
2,855
2.25
2,020
1
2
3
0
1
22
12
evening
0
0
1
null
null
3
2020-01-02T00:00:00
2020-01-02T22:13:00
28
Inbound
21,148
0.983333
2,020
1
2
3
0
1
22
13
evening
1
0
1
780
1,046
10
2020-01-02T00:00:00
2020-01-02T22:13:00
45
Outbound
1,583
5.266667
2,020
1
2
3
0
1
22
13
evening
1
1
1
null
null
5
2020-01-02T00:00:00
2020-01-02T22:13:00
89
Outbound
29,011
0.05
2,020
1
2
3
0
1
22
13
evening
0
1
0
null
null
1
2020-01-02T00:00:00
2020-01-02T22:13:00
96
Outbound
5,104
0.9
2,020
1
2
3
0
1
22
13
evening
0
1
1
null
null
4
2020-01-02T00:00:00
2020-01-02T22:13:00
SL2
Inbound
74,614
4.916667
2,020
1
2
3
0
1
22
13
evening
0
0
1
720
null
2
2020-01-02T00:00:00
2020-01-02T22:14:00
11
Inbound
6,565
13.2
2,020
1
2
3
0
1
22
14
evening
0
0
1
null
null
7
2020-01-02T00:00:00
2020-01-02T22:14:00
116
Outbound
5,740
2.683333
2,020
1
2
3
0
1
22
14
evening
0
1
0
1,260
1,380
1
2020-01-02T00:00:00
2020-01-02T22:14:00
39
Outbound
1,939
-4.85
2,020
1
2
3
0
1
22
14
evening
0
1
1
840
696
8
2020-01-02T00:00:00
2020-01-02T22:14:00
435
Inbound
7,263
5.583333
2,020
1
2
3
0
1
22
14
evening
0
0
1
null
null
4
2020-01-02T00:00:00
2020-01-02T22:14:00
87
Inbound
14,150
-3.333333
2,020
1
2
3
0
1
22
14
evening
0
0
2
null
null
7
2020-01-02T00:00:00
2020-01-02T22:14:00
SL4
Inbound
5
2.116667
2,020
1
2
3
0
1
22
14
evening
0
0
1
1,260
1,450
4
2020-01-02T00:00:00
2020-01-02T22:15:00
08
Outbound
899
14.416667
2,020
1
2
3
0
1
22
15
evening
0
1
0
null
null
1
2020-01-02T00:00:00
2020-01-02T22:15:00
23
Outbound
11,257
1.9
2,020
1
2
3
0
1
22
15
evening
1
1
1
900
974
2
2020-01-02T00:00:00
2020-01-02T22:15:00
31
Outbound
1,714
-0.233333
2,020
1
2
3
0
1
22
15
evening
1
1
1
900
668
4
2020-01-02T00:00:00
2020-01-02T22:15:00
426
Inbound
16,653
0.216667
2,020
1
2
3
0
1
22
15
evening
0
0
0
null
null
1
2020-01-02T00:00:00
2020-01-02T22:15:00
51
Inbound
1,853
1.25
2,020
1
2
3
0
1
22
15
evening
0
0
1
null
null
5
2020-01-02T00:00:00
2020-01-02T22:15:00
73
Inbound
2,108
-0.65
2,020
1
2
3
0
1
22
15
evening
0
0
1
1,200
636
2
2020-01-02T00:00:00
2020-01-02T22:16:00
01
Inbound
72
-0.95
2,020
1
2
3
0
1
22
16
evening
0
0
1
720
582
3
2020-01-02T00:00:00
2020-01-02T22:16:00
132
Outbound
15,986
-3.733333
2,020
1
2
3
0
1
22
16
evening
0
1
1
null
null
4
2020-01-02T00:00:00
2020-01-02T22:16:00
23
Inbound
463
0.183333
2,020
1
2
3
0
1
22
16
evening
1
0
1
960
1,080
3
2020-01-02T00:00:00
2020-01-02T22:16:00
23
Inbound
17,861
-1.166667
2,020
1
2
3
0
1
22
16
evening
1
0
2
780
700
10
2020-01-02T00:00:00
2020-01-02T22:16:00
SL1
Inbound
27,092
0.55
2,020
1
2
3
0
1
22
16
evening
0
0
1
780
null
2
2020-01-02T00:00:00
2020-01-02T22:16:00
SL4
Inbound
1,788
2.566667
2,020
1
2
3
0
1
22
16
evening
0
0
1
1,260
1,537
6
2020-01-02T00:00:00
2020-01-02T22:16:00
SL5
Inbound
49,001
-0.566667
2,020
1
2
3
0
1
22
16
evening
0
0
2
540
693
13
2020-01-02T00:00:00
2020-01-02T22:17:00
22
Inbound
383
0.4
2,020
1
2
3
0
1
22
17
evening
1
0
1
960
941
4
2020-01-02T00:00:00
2020-01-02T22:17:00
34
Outbound
604
3.116667
2,020
1
2
3
0
1
22
17
evening
0
1
1
900
1,002
3
2020-01-02T00:00:00
2020-01-02T22:17:00
57
Outbound
979
-8.55
2,020
1
2
3
0
1
22
17
evening
0
1
1
720
375
6
2020-01-02T00:00:00
2020-01-02T22:17:00
77
Inbound
12,301
5.2
2,020
1
2
3
0
1
22
17
evening
0
0
1
480
854
7
2020-01-02T00:00:00
2020-01-02T22:17:00
SL4
Outbound
64
-5.833333
2,020
1
2
3
0
1
22
17
evening
0
1
2
720
470
11
2020-01-02T00:00:00
2020-01-02T22:18:00
23
Inbound
473
0.166667
2,020
1
2
3
0
1
22
18
evening
1
0
1
960
991
4
2020-01-02T00:00:00
2020-01-02T22:18:00
96
Outbound
2,410
-0.85
2,020
1
2
3
0
1
22
18
evening
0
1
1
null
null
6
2020-01-02T00:00:00
2020-01-02T22:19:00
39
Outbound
10,642
-6.75
2,020
1
2
3
0
1
22
19
evening
0
1
2
840
648
9
2020-01-02T00:00:00
2020-01-02T22:19:00
77
Inbound
2,265
2.05
2,020
1
2
3
0
1
22
19
evening
0
0
1
600
433
4
2020-01-02T00:00:00
2020-01-02T22:20:00
28
Inbound
386
4.933333
2,020
1
2
3
0
1
22
20
evening
1
0
1
1,020
1,318
6
2020-01-02T00:00:00
2020-01-02T22:20:00
455
Inbound
4,451
3.966667
2,020
1
2
3
0
1
22
20
evening
0
0
1
null
null
7
2020-01-02T00:00:00
2020-01-02T22:20:00
553
Outbound
7,651
0.416667
2,020
1
2
3
0
1
22
20
evening
0
1
1
null
null
5
2020-01-02T00:00:00
2020-01-02T22:20:00
57
Outbound
966
-4.55
2,020
1
2
3
0
1
22
20
evening
0
1
1
720
838
4
2020-01-02T00:00:00
2020-01-02T22:20:00
70
Inbound
86,944
-1.183333
2,020
1
2
3
0
1
22
20
evening
0
0
1
null
null
2
2020-01-02T00:00:00
2020-01-02T22:20:00
743
Inbound
74,632
1.65
2,020
1
2
3
0
1
22
20
evening
0
0
1
840
976
2
2020-01-02T00:00:00
2020-01-02T22:20:00
83
Inbound
2,425
0.85
2,020
1
2
3
0
1
22
20
evening
0
0
0
null
null
1