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
2020-01-02T16:13:00
24
Inbound
6,366
-3.233333
2,020
1
2
3
0
1
16
13
pm_peak
1
0
1
null
null
3
2020-01-02T00:00:00
2020-01-02T16:13:00
240
Inbound
43,011
-2.883333
2,020
1
2
3
0
1
16
13
pm_peak
0
0
1
null
null
3
2020-01-02T00:00:00
2020-01-02T16:13:00
51
Outbound
1,875
-1.383333
2,020
1
2
3
0
1
16
13
pm_peak
0
1
1
null
null
3
2020-01-02T00:00:00
2020-01-02T16:13:00
71
Inbound
2,070
3.733333
2,020
1
2
3
0
1
16
13
pm_peak
0
0
1
540
107
4
2020-01-02T00:00:00
2020-01-02T16:13:00
71
Inbound
2,070
1.95
2,020
1
2
3
0
1
16
13
pm_peak
0
0
1
540
879
2
2020-01-02T00:00:00
2020-01-02T16:13:00
77
Inbound
2,258
9.083333
2,020
1
2
3
0
1
16
13
pm_peak
0
0
1
420
257
3
2020-01-02T00:00:00
2020-01-02T16:14:00
114
Inbound
5,736
3.566667
2,020
1
2
3
0
1
16
14
pm_peak
0
0
1
null
null
3
2020-01-02T00:00:00
2020-01-02T16:14:00
131
Outbound
9,328
2.583333
2,020
1
2
3
0
1
16
14
pm_peak
0
1
0
null
null
1
2020-01-02T00:00:00
2020-01-02T16:14:00
29
Outbound
17,411
-3.75
2,020
1
2
3
0
1
16
14
pm_peak
1
1
1
null
null
3
2020-01-02T00:00:00
2020-01-02T16:14:00
39
Inbound
6,574
-2.966667
2,020
1
2
3
0
1
16
14
pm_peak
0
0
1
900
760
4
2020-01-02T00:00:00
2020-01-02T16:14:00
76
Outbound
2,464
7.016667
2,020
1
2
3
0
1
16
14
pm_peak
0
1
1
null
null
4
2020-01-02T00:00:00
2020-01-02T16:14:00
86
Inbound
1,077
-2.716667
2,020
1
2
3
0
1
16
14
pm_peak
0
0
1
840
841
5
2020-01-02T00:00:00
2020-01-02T16:14:00
SL5
Inbound
6,565
-3.15
2,020
1
2
3
0
1
16
14
pm_peak
0
0
1
480
487
10
2020-01-02T00:00:00
2020-01-02T16:15:00
09
Inbound
45
-0.933333
2,020
1
2
3
0
1
16
15
pm_peak
0
0
1
720
542
3
2020-01-02T00:00:00
2020-01-02T16:15:00
111
Inbound
5,595
-3.316667
2,020
1
2
3
0
1
16
15
pm_peak
1
0
1
720
610
3
2020-01-02T00:00:00
2020-01-02T16:15:00
111
Inbound
8,310
1.633333
2,020
1
2
3
0
1
16
15
pm_peak
1
0
2
360
1,095
10
2020-01-02T00:00:00
2020-01-02T16:15:00
112
Outbound
5,666
0.15
2,020
1
2
3
0
1
16
15
pm_peak
0
1
0
null
null
1
2020-01-02T00:00:00
2020-01-02T16:15:00
116
Outbound
5,743
3.2
2,020
1
2
3
0
1
16
15
pm_peak
0
1
1
1,140
1,126
2
2020-01-02T00:00:00
2020-01-02T16:15:00
16
Outbound
111
-0.283333
2,020
1
2
3
0
1
16
15
pm_peak
0
1
0
null
null
1
2020-01-02T00:00:00
2020-01-02T16:15:00
465
Inbound
37,150
1.833333
2,020
1
2
3
0
1
16
15
pm_peak
0
0
2
null
null
5
2020-01-02T00:00:00
2020-01-02T16:15:00
554
Inbound
2,099
0.133333
2,020
1
2
3
0
1
16
15
pm_peak
0
0
0
null
null
1
2020-01-02T00:00:00
2020-01-02T16:15:00
57
Inbound
926
-4.116667
2,020
1
2
3
0
1
16
15
pm_peak
0
0
1
660
615
5
2020-01-02T00:00:00
2020-01-02T16:15:00
60
Inbound
899
3.05
2,020
1
2
3
0
1
16
15
pm_peak
0
0
2
null
null
9
2020-01-02T00:00:00
2020-01-02T16:15:00
77
Outbound
23,151
-0.733333
2,020
1
2
3
0
1
16
15
pm_peak
0
1
1
420
107
3
2020-01-02T00:00:00
2020-01-02T16:15:00
91
Inbound
29,006
2.716667
2,020
1
2
3
0
1
16
15
pm_peak
0
0
0
null
null
1
2020-01-02T00:00:00
2020-01-02T16:15:00
SL2
Outbound
74,624
19.3
2,020
1
2
3
0
1
16
15
pm_peak
0
1
1
600
358
4
2020-01-02T00:00:00
2020-01-02T16:16:00
32
Outbound
6,500
-0.916667
2,020
1
2
3
0
1
16
16
pm_peak
0
1
1
300
488
3
2020-01-02T00:00:00
2020-01-02T16:16:00
41
Inbound
121
-7.2
2,020
1
2
3
0
1
16
16
pm_peak
0
0
2
null
null
9
2020-01-02T00:00:00
2020-01-02T16:16:00
42
Outbound
875
-2.016667
2,020
1
2
3
0
1
16
16
pm_peak
1
1
2
null
null
4
2020-01-02T00:00:00
2020-01-02T16:16:00
554
Outbound
11,081
-0.033333
2,020
1
2
3
0
1
16
16
pm_peak
0
1
1
null
null
3
2020-01-02T00:00:00
2020-01-02T16:16:00
65
Outbound
1,292
9.2
2,020
1
2
3
0
1
16
16
pm_peak
0
1
1
null
null
5
2020-01-02T00:00:00
2020-01-02T16:16:00
66
Inbound
2,553
0.2
2,020
1
2
3
0
1
16
16
pm_peak
0
0
1
600
601
2
2020-01-02T00:00:00
2020-01-02T16:16:00
73
Outbound
2,030
1.883333
2,020
1
2
3
0
1
16
16
pm_peak
0
1
1
300
530
5
2020-01-02T00:00:00
2020-01-02T16:16:00
SL5
Inbound
3
4.366667
2,020
1
2
3
0
1
16
16
pm_peak
0
0
1
480
826
2
2020-01-02T00:00:00
2020-01-02T16:17:00
109
Outbound
5,513
10.666667
2,020
1
2
3
0
1
16
17
pm_peak
0
1
1
null
null
4
2020-01-02T00:00:00
2020-01-02T16:17:00
16
Outbound
875
6.283333
2,020
1
2
3
0
1
16
17
pm_peak
0
1
2
null
null
9
2020-01-02T00:00:00
2020-01-02T16:17:00
21
Inbound
543
-3.016667
2,020
1
2
3
0
1
16
17
pm_peak
0
0
1
720
587
4
2020-01-02T00:00:00
2020-01-02T16:17:00
216
Outbound
32,002
2.35
2,020
1
2
3
0
1
16
17
pm_peak
0
1
0
null
null
1
2020-01-02T00:00:00
2020-01-02T16:17:00
26
Outbound
511
2.233333
2,020
1
2
3
0
1
16
17
pm_peak
1
1
1
null
null
2
2020-01-02T00:00:00
2020-01-02T16:17:00
37
Outbound
602
5.783333
2,020
1
2
3
0
1
16
17
pm_peak
0
1
1
900
1,303
2
2020-01-02T00:00:00
2020-01-02T16:17:00
71
Inbound
2,074
1.7
2,020
1
2
3
0
1
16
17
pm_peak
0
0
1
540
58
5
2020-01-02T00:00:00
2020-01-02T16:17:00
743
Inbound
74,636
2.516667
2,020
1
2
3
0
1
16
17
pm_peak
0
0
1
840
null
4
2020-01-02T00:00:00
2020-01-02T16:17:00
SL4
Outbound
60
-6.366667
2,020
1
2
3
0
1
16
17
pm_peak
0
1
1
660
317
9
2020-01-02T00:00:00
2020-01-02T16:17:00
SL5
Outbound
15,176
-10.583333
2,020
1
2
3
0
1
16
17
pm_peak
0
1
1
540
466
8
2020-01-02T00:00:00
2020-01-02T16:18:00
09
Inbound
36,541
3.416667
2,020
1
2
3
0
1
16
18
pm_peak
0
0
1
720
1,106
5
2020-01-02T00:00:00
2020-01-02T16:18:00
41
Outbound
64,000
-4.166667
2,020
1
2
3
0
1
16
18
pm_peak
0
1
1
null
null
6
2020-01-02T00:00:00
2020-01-02T16:18:00
450
Inbound
4,498
3.25
2,020
1
2
3
0
1
16
18
pm_peak
0
0
1
null
null
7
2020-01-02T00:00:00
2020-01-02T16:18:00
743
Inbound
74,617
2.566667
2,020
1
2
3
0
1
16
18
pm_peak
0
0
2
720
1,286
11
2020-01-02T00:00:00
2020-01-02T16:18:00
746_
Inbound
74,617
0.8
2,020
1
2
3
0
1
16
18
pm_peak
0
0
2
360
null
4
2020-01-02T00:00:00
2020-01-02T16:18:00
77
Outbound
22,751
2.733333
2,020
1
2
3
0
1
16
18
pm_peak
0
1
1
480
532
5
2020-01-02T00:00:00
2020-01-02T16:18:00
87
Outbound
5,104
1.516667
2,020
1
2
3
0
1
16
18
pm_peak
0
1
1
null
null
5
2020-01-02T00:00:00
2020-01-02T16:19:00
07
Inbound
892
2.35
2,020
1
2
3
0
1
16
19
pm_peak
0
0
1
720
893
4
2020-01-02T00:00:00
2020-01-02T16:19:00
111
Outbound
8,310
1.866667
2,020
1
2
3
0
1
16
19
pm_peak
1
1
0
240
293
1
2020-01-02T00:00:00
2020-01-02T16:19:00
16
Inbound
29,051
-2.45
2,020
1
2
3
0
1
16
19
pm_peak
0
0
1
null
null
6
2020-01-02T00:00:00
2020-01-02T16:19:00
23
Outbound
64,000
2.833333
2,020
1
2
3
0
1
16
19
pm_peak
1
1
1
480
76
3
2020-01-02T00:00:00
2020-01-02T16:19:00
28
Outbound
18,511
-6.883333
2,020
1
2
3
0
1
16
19
pm_peak
1
1
2
540
251
11
2020-01-02T00:00:00
2020-01-02T16:19:00
30
Outbound
6,433
-7.383333
2,020
1
2
3
0
1
16
19
pm_peak
0
1
1
null
null
3
2020-01-02T00:00:00
2020-01-02T16:19:00
40
Outbound
11,613
-1.95
2,020
1
2
3
0
1
16
19
pm_peak
0
1
1
null
null
5
2020-01-02T00:00:00
2020-01-02T16:19:00
60
Inbound
1,545
3.083333
2,020
1
2
3
0
1
16
19
pm_peak
0
0
1
null
null
4
2020-01-02T00:00:00
2020-01-02T16:19:00
64
Outbound
1,214
5.833333
2,020
1
2
3
0
1
16
19
pm_peak
0
1
2
null
null
5
2020-01-02T00:00:00
2020-01-02T16:19:00
743
Outbound
74,611
3.783333
2,020
1
2
3
0
1
16
19
pm_peak
0
1
0
660
550
1
2020-01-02T00:00:00
2020-01-02T16:19:00
SL2
Inbound
31,255
0.016667
2,020
1
2
3
0
1
16
19
pm_peak
0
0
0
120
46
1
2020-01-02T00:00:00
2020-01-02T16:20:00
07
Outbound
6,564
-1.466667
2,020
1
2
3
0
1
16
20
pm_peak
0
1
1
600
431
2
2020-01-02T00:00:00
2020-01-02T16:20:00
111
Inbound
5,547
1.25
2,020
1
2
3
0
1
16
20
pm_peak
1
0
0
720
1,492
1
2020-01-02T00:00:00
2020-01-02T16:20:00
111
Outbound
5,620
-0.283333
2,020
1
2
3
0
1
16
20
pm_peak
1
1
1
480
56
7
2020-01-02T00:00:00
2020-01-02T16:20:00
134
Inbound
9,145
-4.583333
2,020
1
2
3
0
1
16
20
pm_peak
0
0
0
null
null
1
2020-01-02T00:00:00
2020-01-02T16:20:00
15
Outbound
1,503
8.6
2,020
1
2
3
0
1
16
20
pm_peak
1
1
1
540
7
5
2020-01-02T00:00:00
2020-01-02T16:20:00
28
Inbound
386
-5.15
2,020
1
2
3
0
1
16
20
pm_peak
1
0
1
540
660
6
2020-01-02T00:00:00
2020-01-02T16:20:00
455
Outbound
6,146
8.683333
2,020
1
2
3
0
1
16
20
pm_peak
0
1
1
null
null
6
2020-01-02T00:00:00
2020-01-02T16:20:00
50
Inbound
36,466
1.383333
2,020
1
2
3
0
1
16
20
pm_peak
0
0
0
null
null
1
2020-01-02T00:00:00
2020-01-02T16:20:00
503
Outbound
178
1.433333
2,020
1
2
3
0
1
16
20
pm_peak
0
1
0
null
null
1
2020-01-02T00:00:00
2020-01-02T16:20:00
66
Outbound
1,378
3.516667
2,020
1
2
3
0
1
16
20
pm_peak
0
1
1
600
935
6
2020-01-02T00:00:00
2020-01-02T16:20:00
73
Inbound
2,070
-1.283333
2,020
1
2
3
0
1
16
20
pm_peak
0
0
1
900
375
4
2020-01-02T00:00:00
2020-01-02T16:20:00
SL5
Inbound
1,787
4.916667
2,020
1
2
3
0
1
16
20
pm_peak
0
0
1
480
893
5
2020-01-02T00:00:00
2020-01-02T16:21:00
101
Outbound
5,309
9.65
2,020
1
2
3
0
1
16
21
pm_peak
0
1
1
null
null
4
2020-01-02T00:00:00
2020-01-02T16:21:00
230
Outbound
3,330
4.9
2,020
1
2
3
0
1
16
21
pm_peak
0
1
1
null
null
4
2020-01-02T00:00:00
2020-01-02T16:21:00
240
Inbound
334
-2.166667
2,020
1
2
3
0
1
16
21
pm_peak
0
0
2
null
null
10
2020-01-02T00:00:00
2020-01-02T16:21:00
501
Outbound
6,551
0.533333
2,020
1
2
3
0
1
16
21
pm_peak
0
1
0
660
494
1
2020-01-02T00:00:00
2020-01-02T16:21:00
55
Inbound
10,000
2.283333
2,020
1
2
3
0
1
16
21
pm_peak
0
0
2
null
null
4
2020-01-02T00:00:00
2020-01-02T16:21:00
SL1
Outbound
12,005
-3.6
2,020
1
2
3
0
1
16
21
pm_peak
0
1
1
600
796
5
2020-01-02T00:00:00
2020-01-02T16:21:00
SL5
Outbound
5,098
-5.1
2,020
1
2
3
0
1
16
21
pm_peak
0
1
1
540
778
5
2020-01-02T00:00:00
2020-01-02T16:22:00
01
Outbound
188
3.5
2,020
1
2
3
0
1
16
22
pm_peak
0
1
1
420
603
4
2020-01-02T00:00:00
2020-01-02T16:22:00
238
Inbound
4,093
-0.266667
2,020
1
2
3
0
1
16
22
pm_peak
0
0
1
null
null
6
2020-01-02T00:00:00
2020-01-02T16:22:00
350
Outbound
1,687
0.983333
2,020
1
2
3
0
1
16
22
pm_peak
0
1
1
null
null
8
2020-01-02T00:00:00
2020-01-02T16:22:00
41
Inbound
11,939
4.016667
2,020
1
2
3
0
1
16
22
pm_peak
0
0
0
null
null
1
2020-01-02T00:00:00
2020-01-02T16:22:00
429
Inbound
7,417
2.933333
2,020
1
2
3
0
1
16
22
pm_peak
0
0
1
null
null
2
2020-01-02T00:00:00
2020-01-02T16:22:00
554
Outbound
19,031
1.116667
2,020
1
2
3
0
1
16
22
pm_peak
0
1
1
null
null
4
2020-01-02T00:00:00
2020-01-02T16:22:00
73
Outbound
2,025
-1.483333
2,020
1
2
3
0
1
16
22
pm_peak
0
1
1
300
423
3
2020-01-02T00:00:00
2020-01-02T16:22:00
73
Outbound
2,125
1.883333
2,020
1
2
3
0
1
16
22
pm_peak
0
1
1
300
589
6
2020-01-02T00:00:00
2020-01-02T16:22:00
SL4
Outbound
5,100
-2.583333
2,020
1
2
3
0
1
16
22
pm_peak
0
1
1
660
800
5
2020-01-02T00:00:00
2020-01-02T16:22:00
SL5
Outbound
64
-11.55
2,020
1
2
3
0
1
16
22
pm_peak
0
1
2
540
337
12
2020-01-02T00:00:00
2020-01-02T16:23:00
09
Outbound
157
-0.9
2,020
1
2
3
0
1
16
23
pm_peak
0
1
1
600
784
4
2020-01-02T00:00:00
2020-01-02T16:23:00
100
Outbound
5,271
6.483333
2,020
1
2
3
0
1
16
23
pm_peak
0
1
0
null
null
1
2020-01-02T00:00:00
2020-01-02T16:23:00
111
Outbound
5,615
-1.966667
2,020
1
2
3
0
1
16
23
pm_peak
1
1
1
360
214
6
2020-01-02T00:00:00
2020-01-02T16:23:00
216
Outbound
3,248
2.9
2,020
1
2
3
0
1
16
23
pm_peak
0
1
1
null
null
3
2020-01-02T00:00:00
2020-01-02T16:23:00
222
Outbound
3,539
3.383333
2,020
1
2
3
0
1
16
23
pm_peak
0
1
1
null
null
4
2020-01-02T00:00:00
2020-01-02T16:23:00
23
Inbound
334
-0.516667
2,020
1
2
3
0
1
16
23
pm_peak
1
0
0
600
561
1
2020-01-02T00:00:00
2020-01-02T16:23:00
34E
Inbound
69,618
-1.783333
2,020
1
2
3
0
1
16
23
pm_peak
0
0
1
null
null
7
2020-01-02T00:00:00
2020-01-02T16:23:00
350
Inbound
8,248
-0.2
2,020
1
2
3
0
1
16
23
pm_peak
0
0
1
null
null
6
2020-01-02T00:00:00
2020-01-02T16:23:00
38
Inbound
99,991
5.45
2,020
1
2
3
0
1
16
23
pm_peak
0
0
1
null
null
5