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
2020-01-02T19:52:00
32
Inbound
6,474
3.116667
2,020
1
2
3
0
1
19
52
pm_peak
0
0
1
600
905
4
2020-01-02T00:00:00
2020-01-02T19:52:00
34E
Inbound
69,618
0.866667
2,020
1
2
3
0
1
19
52
pm_peak
0
0
1
null
null
7
2020-01-02T00:00:00
2020-01-02T19:53:00
111
Outbound
5,629
-5.033333
2,020
1
2
3
0
1
19
53
pm_peak
1
1
1
360
212
9
2020-01-02T00:00:00
2020-01-02T19:53:00
57
Outbound
899
0.216667
2,020
1
2
3
0
1
19
53
pm_peak
0
1
0
540
395
1
2020-01-02T00:00:00
2020-01-02T19:53:00
76
Outbound
7,878
8.516667
2,020
1
2
3
0
1
19
53
pm_peak
0
1
1
null
null
6
2020-01-02T00:00:00
2020-01-02T19:53:00
SL1
Inbound
12,007
3.533333
2,020
1
2
3
0
1
19
53
pm_peak
0
0
1
540
339
6
2020-01-02T00:00:00
2020-01-02T19:54:00
104
Outbound
5,518
5
2,020
1
2
3
0
1
19
54
pm_peak
0
1
1
null
null
4
2020-01-02T00:00:00
2020-01-02T19:54:00
109
Inbound
29,001
-2.05
2,020
1
2
3
0
1
19
54
pm_peak
0
0
2
null
null
7
2020-01-02T00:00:00
2020-01-02T19:54:00
16
Inbound
2,925
3.333333
2,020
1
2
3
0
1
19
54
pm_peak
0
0
1
null
null
3
2020-01-02T00:00:00
2020-01-02T19:54:00
17
Inbound
1,480
-3.883333
2,020
1
2
3
0
1
19
54
pm_peak
1
0
1
null
null
3
2020-01-02T00:00:00
2020-01-02T19:54:00
23
Inbound
386
-3.266667
2,020
1
2
3
0
1
19
54
pm_peak
1
0
1
720
550
5
2020-01-02T00:00:00
2020-01-02T19:54:00
23
Outbound
478
-2.1
2,020
1
2
3
0
1
19
54
pm_peak
1
1
1
720
186
8
2020-01-02T00:00:00
2020-01-02T19:54:00
28
Inbound
1,731
-2.4
2,020
1
2
3
0
1
19
54
pm_peak
1
0
1
960
75
3
2020-01-02T00:00:00
2020-01-02T19:54:00
88
Inbound
2,684
4.016667
2,020
1
2
3
0
1
19
54
pm_peak
0
0
1
null
null
5
2020-01-02T00:00:00
2020-01-02T19:55:00
108
Inbound
5,072
3.166667
2,020
1
2
3
0
1
19
55
pm_peak
0
0
1
null
null
4
2020-01-02T00:00:00
2020-01-02T19:55:00
21
Inbound
499
1.466667
2,020
1
2
3
0
1
19
55
pm_peak
0
0
1
null
null
3
2020-01-02T00:00:00
2020-01-02T19:55:00
30
Outbound
10,642
1.283333
2,020
1
2
3
0
1
19
55
pm_peak
0
1
0
null
null
1
2020-01-02T00:00:00
2020-01-02T19:55:00
39
Outbound
10,642
-3
2,020
1
2
3
0
1
19
55
pm_peak
0
1
2
600
267
9
2020-01-02T00:00:00
2020-01-02T19:55:00
43
Inbound
1,235
2.25
2,020
1
2
3
0
1
19
55
pm_peak
0
0
1
null
null
3
2020-01-02T00:00:00
2020-01-02T19:55:00
450
Outbound
4,538
-6
2,020
1
2
3
0
1
19
55
pm_peak
0
1
1
null
null
6
2020-01-02T00:00:00
2020-01-02T19:55:00
455
Outbound
6,146
6.983333
2,020
1
2
3
0
1
19
55
pm_peak
0
1
1
null
null
6
2020-01-02T00:00:00
2020-01-02T19:55:00
73
Outbound
12,614
7.016667
2,020
1
2
3
0
1
19
55
pm_peak
0
1
0
900
1,364
1
2020-01-02T00:00:00
2020-01-02T19:55:00
743
Inbound
74,636
-1.05
2,020
1
2
3
0
1
19
55
pm_peak
0
0
1
600
581
4
2020-01-02T00:00:00
2020-01-02T19:55:00
77
Outbound
7,922
4.266667
2,020
1
2
3
0
1
19
55
pm_peak
0
1
2
480
1,027
9
2020-01-02T00:00:00
2020-01-02T19:55:00
86
Outbound
2,561
-3.816667
2,020
1
2
3
0
1
19
55
pm_peak
0
1
1
null
null
4
2020-01-02T00:00:00
2020-01-02T19:55:00
SL4
Inbound
5
-0.466667
2,020
1
2
3
0
1
19
55
pm_peak
0
0
1
780
877
4
2020-01-02T00:00:00
2020-01-02T19:56:00
230
Inbound
32,003
5.95
2,020
1
2
3
0
1
19
56
pm_peak
0
0
2
null
null
10
2020-01-02T00:00:00
2020-01-02T19:56:00
39
Inbound
1,317
-2.783333
2,020
1
2
3
0
1
19
56
pm_peak
0
0
1
720
519
5
2020-01-02T00:00:00
2020-01-02T19:56:00
57
Inbound
899
-7.05
2,020
1
2
3
0
1
19
56
pm_peak
0
0
2
480
449
8
2020-01-02T00:00:00
2020-01-02T19:56:00
80
Inbound
2,362
0.25
2,020
1
2
3
0
1
19
56
pm_peak
0
0
0
null
null
1
2020-01-02T00:00:00
2020-01-02T19:57:00
07
Outbound
889
-0.783333
2,020
1
2
3
0
1
19
57
pm_peak
0
1
1
900
811
3
2020-01-02T00:00:00
2020-01-02T19:57:00
22
Outbound
17,862
1.166667
2,020
1
2
3
0
1
19
57
pm_peak
1
1
0
900
598
1
2020-01-02T00:00:00
2020-01-02T19:57:00
222
Inbound
32,004
-2.916667
2,020
1
2
3
0
1
19
57
pm_peak
0
0
2
null
null
6
2020-01-02T00:00:00
2020-01-02T19:57:00
226
Outbound
13,820
-2.466667
2,020
1
2
3
0
1
19
57
pm_peak
0
1
1
null
null
4
2020-01-02T00:00:00
2020-01-02T19:57:00
23
Outbound
407
-2.966667
2,020
1
2
3
0
1
19
57
pm_peak
1
1
1
840
642
5
2020-01-02T00:00:00
2020-01-02T19:57:00
411
Inbound
8,336
-7.833333
2,020
1
2
3
0
1
19
57
pm_peak
0
0
0
null
null
1
2020-01-02T00:00:00
2020-01-02T19:57:00
47
Outbound
1,804
-1.266667
2,020
1
2
3
0
1
19
57
pm_peak
0
1
1
null
null
6
2020-01-02T00:00:00
2020-01-02T19:57:00
66
Outbound
2,561
1.183333
2,020
1
2
3
0
1
19
57
pm_peak
0
1
1
840
121
8
2020-01-02T00:00:00
2020-01-02T19:57:00
CT3
Outbound
5,090
7.2
2,020
1
2
3
0
1
19
57
pm_peak
0
1
1
null
null
3
2020-01-02T00:00:00
2020-01-02T19:58:00
111
Inbound
8,310
-1.616667
2,020
1
2
3
0
1
19
58
pm_peak
1
0
2
360
730
10
2020-01-02T00:00:00
2020-01-02T19:58:00
111
Outbound
12,004
-1.333333
2,020
1
2
3
0
1
19
58
pm_peak
1
1
1
300
127
3
2020-01-02T00:00:00
2020-01-02T19:58:00
32
Outbound
42,819
-0.7
2,020
1
2
3
0
1
19
58
pm_peak
0
1
2
540
290
6
2020-01-02T00:00:00
2020-01-02T19:58:00
39
Inbound
175
-1.216667
2,020
1
2
3
0
1
19
58
pm_peak
0
0
1
720
800
9
2020-01-02T00:00:00
2020-01-02T19:58:00
435
Outbound
4,928
10.9
2,020
1
2
3
0
1
19
58
pm_peak
0
1
1
null
null
4
2020-01-02T00:00:00
2020-01-02T19:58:00
79
Outbound
2,282
0.116667
2,020
1
2
3
0
1
19
58
pm_peak
0
1
1
null
null
4
2020-01-02T00:00:00
2020-01-02T19:59:00
111
Inbound
5,601
-1.533333
2,020
1
2
3
0
1
19
59
pm_peak
1
0
1
360
288
4
2020-01-02T00:00:00
2020-01-02T19:59:00
111
Outbound
8,310
1.133333
2,020
1
2
3
0
1
19
59
pm_peak
1
1
0
420
504
1
2020-01-02T00:00:00
2020-01-02T19:59:00
44
Inbound
11,531
0.266667
2,020
1
2
3
0
1
19
59
pm_peak
1
0
0
null
null
1
2020-01-02T00:00:00
2020-01-02T19:59:00
88
Inbound
2,600
3.25
2,020
1
2
3
0
1
19
59
pm_peak
0
0
1
null
null
6
2020-01-02T00:00:00
2020-01-02T20:00:00
01
Outbound
93
-0.75
2,020
1
2
3
0
1
20
0
evening
0
1
1
540
361
5
2020-01-02T00:00:00
2020-01-02T20:00:00
106
Inbound
5,472
0.05
2,020
1
2
3
0
1
20
0
evening
0
0
0
null
null
1
2020-01-02T00:00:00
2020-01-02T20:00:00
111
Outbound
12,002
-0.75
2,020
1
2
3
0
1
20
0
evening
1
1
1
300
120
4
2020-01-02T00:00:00
2020-01-02T20:00:00
112
Outbound
5,666
0.3
2,020
1
2
3
0
1
20
0
evening
0
1
0
null
null
1
2020-01-02T00:00:00
2020-01-02T20:00:00
15
Inbound
1,468
4.35
2,020
1
2
3
0
1
20
0
evening
1
0
1
900
1,085
2
2020-01-02T00:00:00
2020-01-02T20:00:00
15
Outbound
1,515
3.083333
2,020
1
2
3
0
1
20
0
evening
1
1
1
900
425
7
2020-01-02T00:00:00
2020-01-02T20:00:00
34
Inbound
628
-2.3
2,020
1
2
3
0
1
20
0
evening
0
0
1
600
612
4
2020-01-02T00:00:00
2020-01-02T20:00:00
41
Outbound
122
-1.533333
2,020
1
2
3
0
1
20
0
evening
0
1
1
null
null
2
2020-01-02T00:00:00
2020-01-02T20:00:00
411
Outbound
53,270
0.45
2,020
1
2
3
0
1
20
0
evening
0
1
0
null
null
1
2020-01-02T00:00:00
2020-01-02T20:00:00
45
Outbound
17,863
1.733333
2,020
1
2
3
0
1
20
0
evening
1
1
0
null
null
1
2020-01-02T00:00:00
2020-01-02T20:00:00
455
Inbound
6,135
0.65
2,020
1
2
3
0
1
20
0
evening
0
0
1
null
null
5
2020-01-02T00:00:00
2020-01-02T20:00:00
553
Outbound
178
0.65
2,020
1
2
3
0
1
20
0
evening
0
1
1
null
null
2
2020-01-02T00:00:00
2020-01-02T20:00:00
67
Outbound
12,480
3.966667
2,020
1
2
3
0
1
20
0
evening
0
1
1
null
null
2
2020-01-02T00:00:00
2020-01-02T20:00:00
76
Inbound
141
4.133333
2,020
1
2
3
0
1
20
0
evening
0
0
2
null
null
8
2020-01-02T00:00:00
2020-01-02T20:00:00
88
Outbound
2,634
-1.333333
2,020
1
2
3
0
1
20
0
evening
0
1
1
null
null
6
2020-01-02T00:00:00
2020-01-02T20:01:00
109
Inbound
5,496
-1.383333
2,020
1
2
3
0
1
20
1
evening
0
0
1
null
null
5
2020-01-02T00:00:00
2020-01-02T20:01:00
22
Outbound
1,258
0.133333
2,020
1
2
3
0
1
20
1
evening
1
1
1
840
496
2
2020-01-02T00:00:00
2020-01-02T20:01:00
238
Outbound
1,643
1.45
2,020
1
2
3
0
1
20
1
evening
0
1
1
null
null
5
2020-01-02T00:00:00
2020-01-02T20:01:00
39
Outbound
1,939
3.083333
2,020
1
2
3
0
1
20
1
evening
0
1
1
660
967
8
2020-01-02T00:00:00
2020-01-02T20:01:00
77
Inbound
22,671
0.566667
2,020
1
2
3
0
1
20
1
evening
0
0
1
540
452
5
2020-01-02T00:00:00
2020-01-02T20:01:00
SL5
Outbound
5,098
-5.9
2,020
1
2
3
0
1
20
1
evening
0
1
1
600
521
5
2020-01-02T00:00:00
2020-01-02T20:03:00
111
Inbound
5,595
0.283333
2,020
1
2
3
0
1
20
3
evening
1
0
1
480
503
3
2020-01-02T00:00:00
2020-01-02T20:03:00
111
Outbound
12,004
1.583333
2,020
1
2
3
0
1
20
3
evening
1
1
1
300
475
3
2020-01-02T00:00:00
2020-01-02T20:03:00
16
Outbound
11,241
-0.133333
2,020
1
2
3
0
1
20
3
evening
0
1
1
null
null
2
2020-01-02T00:00:00
2020-01-02T20:03:00
23
Outbound
334
-4.033333
2,020
1
2
3
0
1
20
3
evening
1
1
2
660
144
10
2020-01-02T00:00:00
2020-01-02T20:03:00
230
Inbound
38,671
4.266667
2,020
1
2
3
0
1
20
3
evening
0
0
1
null
null
5
2020-01-02T00:00:00
2020-01-02T20:03:00
240
Inbound
43,011
-1.366667
2,020
1
2
3
0
1
20
3
evening
0
0
1
null
null
4
2020-01-02T00:00:00
2020-01-02T20:03:00
SL4
Outbound
15,176
-5.283333
2,020
1
2
3
0
1
20
3
evening
0
1
1
660
510
7
2020-01-02T00:00:00
2020-01-02T20:03:00
SL5
Outbound
49,001
0.933333
2,020
1
2
3
0
1
20
3
evening
0
1
0
300
410
1
2020-01-02T00:00:00
2020-01-02T20:04:00
132
Outbound
9,326
0.566667
2,020
1
2
3
0
1
20
4
evening
0
1
1
null
null
2
2020-01-02T00:00:00
2020-01-02T20:04:00
99
Outbound
5,405
0.866667
2,020
1
2
3
0
1
20
4
evening
0
1
1
null
null
2
2020-01-02T00:00:00
2020-01-02T20:05:00
111
Inbound
2,829
-2.033333
2,020
1
2
3
0
1
20
5
evening
1
0
1
480
399
6
2020-01-02T00:00:00
2020-01-02T20:05:00
17
Outbound
13
0.566667
2,020
1
2
3
0
1
20
5
evening
1
1
0
null
null
1
2020-01-02T00:00:00
2020-01-02T20:05:00
66
Inbound
1,323
3.15
2,020
1
2
3
0
1
20
5
evening
0
0
1
720
1,122
8
2020-01-02T00:00:00
2020-01-02T20:05:00
76
Inbound
8,629
5.6
2,020
1
2
3
0
1
20
5
evening
0
0
0
null
null
1
2020-01-02T00:00:00
2020-01-02T20:05:00
79
Outbound
7,922
0.316667
2,020
1
2
3
0
1
20
5
evening
0
1
2
null
null
6
2020-01-02T00:00:00
2020-01-02T20:05:00
SL5
Outbound
8,279
-0.25
2,020
1
2
3
0
1
20
5
evening
0
1
1
300
421
2
2020-01-02T00:00:00
2020-01-02T20:06:00
07
Outbound
33
-0.433333
2,020
1
2
3
0
1
20
6
evening
0
1
2
900
883
5
2020-01-02T00:00:00
2020-01-02T20:06:00
39
Outbound
10,642
2.25
2,020
1
2
3
0
1
20
6
evening
0
1
2
660
27
9
2020-01-02T00:00:00
2020-01-02T20:06:00
45
Inbound
1,566
0.766667
2,020
1
2
3
0
1
20
6
evening
1
0
1
null
null
2
2020-01-02T00:00:00
2020-01-02T20:06:00
73
Inbound
2,134
0.133333
2,020
1
2
3
0
1
20
6
evening
0
0
0
600
571
1
2020-01-02T00:00:00
2020-01-02T20:06:00
SL1
Inbound
74,616
2.283333
2,020
1
2
3
0
1
20
6
evening
0
0
1
540
342
10
2020-01-02T00:00:00
2020-01-02T20:07:00
09
Inbound
175
6.183333
2,020
1
2
3
0
1
20
7
evening
0
0
2
840
1,463
6
2020-01-02T00:00:00
2020-01-02T20:07:00
132
Outbound
15,975
1.45
2,020
1
2
3
0
1
20
7
evening
0
1
1
null
null
3
2020-01-02T00:00:00
2020-01-02T20:07:00
21
Outbound
334
-1.083333
2,020
1
2
3
0
1
20
7
evening
0
1
2
null
null
6
2020-01-02T00:00:00
2020-01-02T20:07:00
39
Outbound
1,363
-0.333333
2,020
1
2
3
0
1
20
7
evening
0
1
1
600
767
5
2020-01-02T00:00:00
2020-01-02T20:07:00
41
Inbound
1,497
3.6
2,020
1
2
3
0
1
20
7
evening
0
0
1
null
null
5
2020-01-02T00:00:00
2020-01-02T20:07:00
455
Inbound
16,653
1.866667
2,020
1
2
3
0
1
20
7
evening
0
0
1
null
null
6
2020-01-02T00:00:00
2020-01-02T20:07:00
SL5
Inbound
1,787
0.583333
2,020
1
2
3
0
1
20
7
evening
0
0
1
780
868
5
2020-01-02T00:00:00
2020-01-02T20:08:00
119
Inbound
5,714
1.516667
2,020
1
2
3
0
1
20
8
evening
0
0
1
null
null
4
2020-01-02T00:00:00
2020-01-02T20:08:00
17
Outbound
362
1.5
2,020
1
2
3
0
1
20
8
evening
1
1
1
null
null
2