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
2020-01-02T20:41:00
41
Inbound
2,935
1.283333
2,020
1
2
3
0
1
20
41
evening
0
0
1
null
null
7
2020-01-02T00:00:00
2020-01-02T20:41:00
66
Inbound
2,553
1.083333
2,020
1
2
3
0
1
20
41
evening
0
0
1
840
777
2
2020-01-02T00:00:00
2020-01-02T20:41:00
71
Outbound
2,025
2.083333
2,020
1
2
3
0
1
20
41
evening
0
1
1
1,200
1,327
4
2020-01-02T00:00:00
2020-01-02T20:41:00
71
Inbound
8,178
-0.733333
2,020
1
2
3
0
1
20
41
evening
0
0
0
1,140
951
1
2020-01-02T00:00:00
2020-01-02T20:41:00
77
Inbound
12,301
-6.6
2,020
1
2
3
0
1
20
41
evening
0
0
1
60
182
2
2020-01-02T00:00:00
2020-01-02T20:41:00
SL5
Inbound
5,095
-0.883333
2,020
1
2
3
0
1
20
41
evening
0
0
1
540
513
8
2020-01-02T00:00:00
2020-01-02T20:41:00
SL5
Inbound
49,001
-2.85
2,020
1
2
3
0
1
20
41
evening
0
0
2
600
794
13
2020-01-02T00:00:00
2020-01-02T20:42:00
116
Inbound
5,713
0.933333
2,020
1
2
3
0
1
20
42
evening
0
0
1
1,320
1,310
2
2020-01-02T00:00:00
2020-01-02T20:42:00
216
Outbound
3,265
4.1
2,020
1
2
3
0
1
20
42
evening
0
1
2
null
null
5
2020-01-02T00:00:00
2020-01-02T20:42:00
42
Inbound
1,165
11.116667
2,020
1
2
3
0
1
20
42
evening
1
0
1
null
null
3
2020-01-02T00:00:00
2020-01-02T20:42:00
77
Outbound
2,310
2.966667
2,020
1
2
3
0
1
20
42
evening
0
1
1
60
null
2
2020-01-02T00:00:00
2020-01-02T20:43:00
09
Inbound
175
-2.716667
2,020
1
2
3
0
1
20
43
evening
0
0
2
720
558
6
2020-01-02T00:00:00
2020-01-02T20:43:00
111
Outbound
5,615
1.066667
2,020
1
2
3
0
1
20
43
evening
1
1
1
300
322
6
2020-01-02T00:00:00
2020-01-02T20:43:00
23
Outbound
412
-2.2
2,020
1
2
3
0
1
20
43
evening
1
1
1
900
608
6
2020-01-02T00:00:00
2020-01-02T20:43:00
41
Inbound
136
0.15
2,020
1
2
3
0
1
20
43
evening
0
0
1
null
null
8
2020-01-02T00:00:00
2020-01-02T20:43:00
442
Inbound
4,709
-2.283333
2,020
1
2
3
0
1
20
43
evening
0
0
1
null
null
5
2020-01-02T00:00:00
2020-01-02T20:43:00
57
Inbound
900
0.216667
2,020
1
2
3
0
1
20
43
evening
0
0
0
660
536
1
2020-01-02T00:00:00
2020-01-02T20:43:00
99
Inbound
5,327
6.65
2,020
1
2
3
0
1
20
43
evening
0
0
1
null
null
3
2020-01-02T00:00:00
2020-01-02T20:44:00
120
Outbound
5,867
1.7
2,020
1
2
3
0
1
20
44
evening
0
1
1
null
null
3
2020-01-02T00:00:00
2020-01-02T20:44:00
41
Outbound
64,000
1.716667
2,020
1
2
3
0
1
20
44
evening
0
1
1
null
null
6
2020-01-02T00:00:00
2020-01-02T20:44:00
553
Inbound
11,082
2.783333
2,020
1
2
3
0
1
20
44
evening
0
0
1
null
null
4
2020-01-02T00:00:00
2020-01-02T20:44:00
57
Outbound
979
-4.766667
2,020
1
2
3
0
1
20
44
evening
0
1
1
540
530
6
2020-01-02T00:00:00
2020-01-02T20:44:00
66
Outbound
1,111
2.616667
2,020
1
2
3
0
1
20
44
evening
0
1
1
900
965
7
2020-01-02T00:00:00
2020-01-02T20:44:00
87
Inbound
14,150
2.066667
2,020
1
2
3
0
1
20
44
evening
0
0
2
null
null
7
2020-01-02T00:00:00
2020-01-02T20:44:00
SL5
Inbound
6,565
-1.533333
2,020
1
2
3
0
1
20
44
evening
0
0
1
540
537
10
2020-01-02T00:00:00
2020-01-02T20:45:00
116
Outbound
5,740
4.633333
2,020
1
2
3
0
1
20
45
evening
0
1
0
1,320
1,589
1
2020-01-02T00:00:00
2020-01-02T20:45:00
16
Outbound
2,919
3.916667
2,020
1
2
3
0
1
20
45
evening
0
1
1
null
null
5
2020-01-02T00:00:00
2020-01-02T20:45:00
23
Outbound
11,257
6.05
2,020
1
2
3
0
1
20
45
evening
1
1
1
900
1,352
2
2020-01-02T00:00:00
2020-01-02T20:45:00
60
Outbound
899
0.583333
2,020
1
2
3
0
1
20
45
evening
0
1
0
null
null
1
2020-01-02T00:00:00
2020-01-02T20:45:00
60
Inbound
19,661
1.416667
2,020
1
2
3
0
1
20
45
evening
0
0
0
null
null
1
2020-01-02T00:00:00
2020-01-02T20:45:00
83
Inbound
2,430
3.766667
2,020
1
2
3
0
1
20
45
evening
0
0
1
null
null
2
2020-01-02T00:00:00
2020-01-02T20:46:00
134
Outbound
5,005
0.6
2,020
1
2
3
0
1
20
46
evening
0
1
1
null
null
5
2020-01-02T00:00:00
2020-01-02T20:46:00
16
Inbound
2,931
10.55
2,020
1
2
3
0
1
20
46
evening
0
0
1
null
null
4
2020-01-02T00:00:00
2020-01-02T20:46:00
28
Outbound
11,257
0.666667
2,020
1
2
3
0
1
20
46
evening
1
1
1
900
null
2
2020-01-02T00:00:00
2020-01-02T20:46:00
39
Outbound
31,365
-2.666667
2,020
1
2
3
0
1
20
46
evening
0
1
1
720
120
6
2020-01-02T00:00:00
2020-01-02T20:46:00
70
Inbound
1,043
-1.5
2,020
1
2
3
0
1
20
46
evening
0
0
1
null
null
5
2020-01-02T00:00:00
2020-01-02T20:47:00
01
Inbound
59
0.583333
2,020
1
2
3
0
1
20
47
evening
0
0
1
540
553
7
2020-01-02T00:00:00
2020-01-02T20:47:00
10
Outbound
176
-1.066667
2,020
1
2
3
0
1
20
47
evening
0
1
1
null
null
2
2020-01-02T00:00:00
2020-01-02T20:47:00
117
Inbound
15,795
0.95
2,020
1
2
3
0
1
20
47
evening
0
0
0
1,320
1,315
1
2020-01-02T00:00:00
2020-01-02T20:47:00
15
Inbound
1,475
-0.016667
2,020
1
2
3
0
1
20
47
evening
1
0
1
840
510
3
2020-01-02T00:00:00
2020-01-02T20:47:00
28
Inbound
18,511
13.5
2,020
1
2
3
0
1
20
47
evening
1
0
0
900
915
1
2020-01-02T00:00:00
2020-01-02T20:47:00
29
Outbound
1,267
3.3
2,020
1
2
3
0
1
20
47
evening
1
1
1
null
null
4
2020-01-02T00:00:00
2020-01-02T20:47:00
77
Inbound
2,251
-0.516667
2,020
1
2
3
0
1
20
47
evening
0
0
1
480
487
2
2020-01-02T00:00:00
2020-01-02T20:47:00
SL4
Outbound
55
-4.216667
2,020
1
2
3
0
1
20
47
evening
0
1
1
660
349
8
2020-01-02T00:00:00
2020-01-02T20:48:00
22
Inbound
17,861
0.516667
2,020
1
2
3
0
1
20
48
evening
1
0
2
900
975
9
2020-01-02T00:00:00
2020-01-02T20:48:00
23
Inbound
386
-0.416667
2,020
1
2
3
0
1
20
48
evening
1
0
1
900
981
5
2020-01-02T00:00:00
2020-01-02T20:48:00
442
Inbound
14,748
4
2,020
1
2
3
0
1
20
48
evening
0
0
1
780
1,123
2
2020-01-02T00:00:00
2020-01-02T20:48:00
65
Outbound
1,292
10.333333
2,020
1
2
3
0
1
20
48
evening
0
1
1
null
null
5
2020-01-02T00:00:00
2020-01-02T20:48:00
69
Inbound
1,408
0.666667
2,020
1
2
3
0
1
20
48
evening
0
0
1
null
null
3
2020-01-02T00:00:00
2020-01-02T20:49:00
111
Inbound
5,607
-0.316667
2,020
1
2
3
0
1
20
49
evening
1
0
1
480
243
6
2020-01-02T00:00:00
2020-01-02T20:49:00
89
Outbound
5,104
2.9
2,020
1
2
3
0
1
20
49
evening
0
1
2
null
null
4
2020-01-02T00:00:00
2020-01-02T20:50:00
111
Inbound
5,601
-8.066667
2,020
1
2
3
0
1
20
50
evening
1
0
0
360
676
1
2020-01-02T00:00:00
2020-01-02T20:50:00
21
Inbound
334
0.65
2,020
1
2
3
0
1
20
50
evening
0
0
0
null
null
1
2020-01-02T00:00:00
2020-01-02T20:50:00
21
Outbound
875
1.35
2,020
1
2
3
0
1
20
50
evening
0
1
0
null
null
1
2020-01-02T00:00:00
2020-01-02T20:50:00
34
Outbound
10,642
1.116667
2,020
1
2
3
0
1
20
50
evening
0
1
0
null
null
1
2020-01-02T00:00:00
2020-01-02T20:50:00
35
Outbound
602
2.75
2,020
1
2
3
0
1
20
50
evening
0
1
1
null
null
2
2020-01-02T00:00:00
2020-01-02T20:50:00
57
Outbound
900
-5.883333
2,020
1
2
3
0
1
20
50
evening
0
1
2
540
616
8
2020-01-02T00:00:00
2020-01-02T20:51:00
11
Outbound
151
1.833333
2,020
1
2
3
0
1
20
51
evening
0
1
1
null
null
3
2020-01-02T00:00:00
2020-01-02T20:51:00
29
Outbound
17,411
1.733333
2,020
1
2
3
0
1
20
51
evening
1
1
1
null
null
5
2020-01-02T00:00:00
2020-01-02T20:51:00
430
Outbound
7,474
8.533333
2,020
1
2
3
0
1
20
51
evening
0
1
2
null
null
8
2020-01-02T00:00:00
2020-01-02T20:52:00
10
Outbound
5,089
-0.216667
2,020
1
2
3
0
1
20
52
evening
0
1
1
null
null
3
2020-01-02T00:00:00
2020-01-02T20:52:00
26
Outbound
334
3.983333
2,020
1
2
3
0
1
20
52
evening
1
1
2
null
null
4
2020-01-02T00:00:00
2020-01-02T20:52:00
28
Inbound
1,728
12.416667
2,020
1
2
3
0
1
20
52
evening
1
0
1
900
923
2
2020-01-02T00:00:00
2020-01-02T20:53:00
11
Inbound
286
3.816667
2,020
1
2
3
0
1
20
53
evening
0
0
1
null
null
3
2020-01-02T00:00:00
2020-01-02T20:53:00
134
Outbound
8,692
-3.45
2,020
1
2
3
0
1
20
53
evening
0
1
2
null
null
6
2020-01-02T00:00:00
2020-01-02T20:53:00
55
Outbound
11,391
2.683333
2,020
1
2
3
0
1
20
53
evening
0
1
1
null
null
2
2020-01-02T00:00:00
2020-01-02T20:53:00
57
Inbound
931
-1.633333
2,020
1
2
3
0
1
20
53
evening
0
0
1
720
493
6
2020-01-02T00:00:00
2020-01-02T20:53:00
71
Inbound
2,070
-3.466667
2,020
1
2
3
0
1
20
53
evening
0
0
1
1,080
649
4
2020-01-02T00:00:00
2020-01-02T20:53:00
743
Outbound
7,096
-0.333333
2,020
1
2
3
0
1
20
53
evening
0
1
1
720
470
7
2020-01-02T00:00:00
2020-01-02T20:54:00
111
Outbound
5,547
-2.233333
2,020
1
2
3
0
1
20
54
evening
1
1
2
780
702
10
2020-01-02T00:00:00
2020-01-02T20:54:00
SL5
Inbound
5,095
-1.766667
2,020
1
2
3
0
1
20
54
evening
0
0
1
780
727
8
2020-01-02T00:00:00
2020-01-02T20:55:00
01
Inbound
64
-1.8
2,020
1
2
3
0
1
20
55
evening
0
0
2
540
390
9
2020-01-02T00:00:00
2020-01-02T20:55:00
216
Inbound
32,002
3.183333
2,020
1
2
3
0
1
20
55
evening
0
0
2
null
null
4
2020-01-02T00:00:00
2020-01-02T20:55:00
32
Inbound
6,474
-2.383333
2,020
1
2
3
0
1
20
55
evening
0
0
1
420
161
4
2020-01-02T00:00:00
2020-01-02T20:55:00
43
Inbound
17,863
2.983333
2,020
1
2
3
0
1
20
55
evening
0
0
0
null
null
1
2020-01-02T00:00:00
2020-01-02T20:55:00
44
Outbound
1,346
5.75
2,020
1
2
3
0
1
20
55
evening
1
1
1
null
null
5
2020-01-02T00:00:00
2020-01-02T20:55:00
66
Outbound
1,362
4.516667
2,020
1
2
3
0
1
20
55
evening
0
1
1
900
1,174
3
2020-01-02T00:00:00
2020-01-02T20:56:00
111
Outbound
5,615
0.883333
2,020
1
2
3
0
1
20
56
evening
1
1
1
360
430
6
2020-01-02T00:00:00
2020-01-02T20:56:00
111
Outbound
8,310
0.9
2,020
1
2
3
0
1
20
56
evening
1
1
0
300
209
1
2020-01-02T00:00:00
2020-01-02T20:56:00
119
Inbound
6,267
-0.233333
2,020
1
2
3
0
1
20
56
evening
0
0
0
null
null
1
2020-01-02T00:00:00
2020-01-02T20:56:00
28
Outbound
17,862
4.7
2,020
1
2
3
0
1
20
56
evening
1
1
0
900
1,029
1
2020-01-02T00:00:00
2020-01-02T20:56:00
39
Inbound
23,391
2.05
2,020
1
2
3
0
1
20
56
evening
0
0
2
600
984
10
2020-01-02T00:00:00
2020-01-02T20:56:00
88
Inbound
2,600
1.433333
2,020
1
2
3
0
1
20
56
evening
0
0
1
null
null
6
2020-01-02T00:00:00
2020-01-02T20:57:00
22
Outbound
17,391
1.316667
2,020
1
2
3
0
1
20
57
evening
1
1
1
900
278
6
2020-01-02T00:00:00
2020-01-02T20:57:00
31
Inbound
546
0.8
2,020
1
2
3
0
1
20
57
evening
1
0
1
720
668
4
2020-01-02T00:00:00
2020-01-02T20:57:00
41
Outbound
1,939
2.966667
2,020
1
2
3
0
1
20
57
evening
0
1
2
null
null
9
2020-01-02T00:00:00
2020-01-02T20:57:00
45
Outbound
1,565
-2.516667
2,020
1
2
3
0
1
20
57
evening
1
1
2
null
null
7
2020-01-02T00:00:00
2020-01-02T20:57:00
64
Inbound
1,060
-1.133333
2,020
1
2
3
0
1
20
57
evening
0
0
1
null
null
4
2020-01-02T00:00:00
2020-01-02T20:57:00
SL5
Outbound
5,100
-0.283333
2,020
1
2
3
0
1
20
57
evening
0
1
1
600
972
6
2020-01-02T00:00:00
2020-01-02T20:58:00
22
Inbound
1,222
0.283333
2,020
1
2
3
0
1
20
58
evening
1
0
1
780
722
8
2020-01-02T00:00:00
2020-01-02T20:58:00
57
Outbound
973
-0.283333
2,020
1
2
3
0
1
20
58
evening
0
1
1
540
604
5
2020-01-02T00:00:00
2020-01-02T20:58:00
SL4
Outbound
60
0.016667
2,020
1
2
3
0
1
20
58
evening
0
1
1
600
895
9
2020-01-02T00:00:00
2020-01-02T20:59:00
01
Outbound
10,590
4.9
2,020
1
2
3
0
1
20
59
evening
0
1
1
660
797
3
2020-01-02T00:00:00
2020-01-02T20:59:00
111
Outbound
2,832
-0.65
2,020
1
2
3
0
1
20
59
evening
1
1
1
300
123
2
2020-01-02T00:00:00
2020-01-02T20:59:00
111
Inbound
5,605
-3.3
2,020
1
2
3
0
1
20
59
evening
1
0
1
420
227
5
2020-01-02T00:00:00
2020-01-02T20:59:00
119
Inbound
7,417
-0.1
2,020
1
2
3
0
1
20
59
evening
0
0
1
null
null
2
2020-01-02T00:00:00
2020-01-02T20:59:00
15
Inbound
1,468
2.516667
2,020
1
2
3
0
1
20
59
evening
1
0
1
900
1,063
2
2020-01-02T00:00:00
2020-01-02T20:59:00
15
Inbound
21,148
1.283333
2,020
1
2
3
0
1
20
59
evening
1
0
1
840
535
7
2020-01-02T00:00:00
2020-01-02T20:59:00
39
Outbound
41,391
-1.533333
2,020
1
2
3
0
1
20
59
evening
0
1
1
720
443
3
2020-01-02T00:00:00
2020-01-02T20:59:00
435
Outbound
4,928
1
2,020
1
2
3
0
1
20
59
evening
0
1
1
null
null
4