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
2020-01-02T20:08:00
28
Inbound
390
-5.466667
2,020
1
2
3
0
1
20
8
evening
1
0
1
960
1,151
7
2020-01-02T00:00:00
2020-01-02T20:08:00
39
Inbound
1,128
-1.15
2,020
1
2
3
0
1
20
8
evening
0
0
1
720
619
2
2020-01-02T00:00:00
2020-01-02T20:08:00
47
Inbound
10,008
0.016667
2,020
1
2
3
0
1
20
8
evening
0
0
1
null
null
7
2020-01-02T00:00:00
2020-01-02T20:08:00
57
Outbound
966
-2.65
2,020
1
2
3
0
1
20
8
evening
0
1
1
540
593
4
2020-01-02T00:00:00
2020-01-02T20:08:00
77
Outbound
2,291
-0.083333
2,020
1
2
3
0
1
20
8
evening
0
1
1
480
344
8
2020-01-02T00:00:00
2020-01-02T20:08:00
SL5
Outbound
19,402
0.5
2,020
1
2
3
0
1
20
8
evening
0
1
1
240
637
7
2020-01-02T00:00:00
2020-01-02T20:09:00
106
Inbound
53,270
4.333333
2,020
1
2
3
0
1
20
9
evening
0
0
1
null
null
4
2020-01-02T00:00:00
2020-01-02T20:09:00
120
Outbound
5,880
1.383333
2,020
1
2
3
0
1
20
9
evening
0
1
2
null
null
6
2020-01-02T00:00:00
2020-01-02T20:09:00
28
Inbound
1,731
-1.2
2,020
1
2
3
0
1
20
9
evening
1
0
1
900
972
3
2020-01-02T00:00:00
2020-01-02T20:09:00
35
Outbound
831
-2.233333
2,020
1
2
3
0
1
20
9
evening
0
1
1
null
null
5
2020-01-02T00:00:00
2020-01-02T20:09:00
36
Outbound
804
-1.016667
2,020
1
2
3
0
1
20
9
evening
0
1
1
null
null
3
2020-01-02T00:00:00
2020-01-02T20:09:00
66
Outbound
2,561
1.466667
2,020
1
2
3
0
1
20
9
evening
0
1
1
720
737
8
2020-01-02T00:00:00
2020-01-02T20:09:00
90
Inbound
5,104
0.283333
2,020
1
2
3
0
1
20
9
evening
0
0
0
null
null
1
2020-01-02T00:00:00
2020-01-02T20:10:00
201
Inbound
323
-0.983333
2,020
1
2
3
0
1
20
10
evening
0
0
2
null
null
3
2020-01-02T00:00:00
2020-01-02T20:10:00
39
Inbound
175
-5.283333
2,020
1
2
3
0
1
20
10
evening
0
0
1
720
476
9
2020-01-02T00:00:00
2020-01-02T20:10:00
39
Inbound
31,317
0.55
2,020
1
2
3
0
1
20
10
evening
0
0
1
720
982
6
2020-01-02T00:00:00
2020-01-02T20:10:00
43
Outbound
8,281
2.8
2,020
1
2
3
0
1
20
10
evening
0
1
1
null
null
2
2020-01-02T00:00:00
2020-01-02T20:10:00
450
Outbound
37,150
-6.85
2,020
1
2
3
0
1
20
10
evening
0
1
2
null
null
9
2020-01-02T00:00:00
2020-01-02T20:10:00
64
Outbound
1,195
-0.316667
2,020
1
2
3
0
1
20
10
evening
0
1
1
null
null
4
2020-01-02T00:00:00
2020-01-02T20:10:00
743
Outbound
12,009
5.1
2,020
1
2
3
0
1
20
10
evening
0
1
1
1,080
1,315
6
2020-01-02T00:00:00
2020-01-02T20:10:00
77
Inbound
2,258
2.05
2,020
1
2
3
0
1
20
10
evening
0
0
1
420
519
3
2020-01-02T00:00:00
2020-01-02T20:11:00
88
Inbound
2,637
0.35
2,020
1
2
3
0
1
20
11
evening
0
0
0
null
null
1
2020-01-02T00:00:00
2020-01-02T20:11:00
SL1
Outbound
74,624
1.4
2,020
1
2
3
0
1
20
11
evening
0
1
1
480
null
4
2020-01-02T00:00:00
2020-01-02T20:11:00
SL5
Inbound
15,095
-0.166667
2,020
1
2
3
0
1
20
11
evening
0
0
1
780
792
9
2020-01-02T00:00:00
2020-01-02T20:12:00
01
Inbound
79
-1.783333
2,020
1
2
3
0
1
20
12
evening
0
0
1
420
80
5
2020-01-02T00:00:00
2020-01-02T20:12:00
117
Outbound
5,740
4.633333
2,020
1
2
3
0
1
20
12
evening
0
1
0
1,320
1,540
1
2020-01-02T00:00:00
2020-01-02T20:12:00
134
Inbound
49,158
-4.366667
2,020
1
2
3
0
1
20
12
evening
0
0
1
null
null
7
2020-01-02T00:00:00
2020-01-02T20:12:00
15
Outbound
64,000
-1.35
2,020
1
2
3
0
1
20
12
evening
1
1
1
900
503
3
2020-01-02T00:00:00
2020-01-02T20:12:00
22
Inbound
11,531
-3.35
2,020
1
2
3
0
1
20
12
evening
1
0
1
960
783
7
2020-01-02T00:00:00
2020-01-02T20:12:00
32
Inbound
42,819
0.4
2,020
1
2
3
0
1
20
12
evening
0
0
0
600
587
1
2020-01-02T00:00:00
2020-01-02T20:12:00
34
Outbound
10,612
2
2,020
1
2
3
0
1
20
12
evening
0
1
1
null
null
5
2020-01-02T00:00:00
2020-01-02T20:12:00
39
Inbound
11,131
-0.733333
2,020
1
2
3
0
1
20
12
evening
0
0
1
720
590
3
2020-01-02T00:00:00
2020-01-02T20:12:00
SL4
Outbound
15,176
0.633333
2,020
1
2
3
0
1
20
12
evening
0
1
1
540
895
7
2020-01-02T00:00:00
2020-01-02T20:13:00
28
Outbound
407
0.8
2,020
1
2
3
0
1
20
13
evening
1
1
1
780
169
5
2020-01-02T00:00:00
2020-01-02T20:13:00
34
Inbound
625
-1.016667
2,020
1
2
3
0
1
20
13
evening
0
0
1
900
912
3
2020-01-02T00:00:00
2020-01-02T20:13:00
78
Inbound
2,464
0.616667
2,020
1
2
3
0
1
20
13
evening
0
0
0
null
null
1
2020-01-02T00:00:00
2020-01-02T20:14:00
111
Outbound
5,626
-1.866667
2,020
1
2
3
0
1
20
14
evening
1
1
1
600
307
8
2020-01-02T00:00:00
2020-01-02T20:14:00
215
Inbound
3,330
3.466667
2,020
1
2
3
0
1
20
14
evening
0
0
1
null
null
4
2020-01-02T00:00:00
2020-01-02T20:14:00
245
Outbound
3,199
2.266667
2,020
1
2
3
0
1
20
14
evening
0
1
1
null
null
7
2020-01-02T00:00:00
2020-01-02T20:14:00
39
Outbound
10,642
-6.2
2,020
1
2
3
0
1
20
14
evening
0
1
2
480
948
9
2020-01-02T00:00:00
2020-01-02T20:14:00
66
Inbound
1,308
7.116667
2,020
1
2
3
0
1
20
14
evening
0
0
1
720
1,351
5
2020-01-02T00:00:00
2020-01-02T20:14:00
73
Outbound
2,076
0.916667
2,020
1
2
3
0
1
20
14
evening
0
1
1
1,020
644
2
2020-01-02T00:00:00
2020-01-02T20:14:00
SL1
Inbound
12,008
2.7
2,020
1
2
3
0
1
20
14
evening
0
0
1
540
580
7
2020-01-02T00:00:00
2020-01-02T20:15:00
01
Inbound
75
2
2,020
1
2
3
0
1
20
15
evening
0
0
1
480
609
4
2020-01-02T00:00:00
2020-01-02T20:15:00
111
Outbound
2,832
1.15
2,020
1
2
3
0
1
20
15
evening
1
1
1
480
413
2
2020-01-02T00:00:00
2020-01-02T20:15:00
23
Outbound
11,257
2.683333
2,020
1
2
3
0
1
20
15
evening
1
1
1
840
1,020
2
2020-01-02T00:00:00
2020-01-02T20:15:00
39
Outbound
91,391
-0.65
2,020
1
2
3
0
1
20
15
evening
0
1
1
660
617
4
2020-01-02T00:00:00
2020-01-02T20:15:00
66
Outbound
1,526
2.883333
2,020
1
2
3
0
1
20
15
evening
0
1
1
780
1,092
4
2020-01-02T00:00:00
2020-01-02T20:16:00
36
Inbound
636
0.35
2,020
1
2
3
0
1
20
16
evening
0
0
1
null
null
5
2020-01-02T00:00:00
2020-01-02T20:16:00
39
Inbound
6,574
-1.883333
2,020
1
2
3
0
1
20
16
evening
0
0
1
720
573
4
2020-01-02T00:00:00
2020-01-02T20:16:00
69
Inbound
14,150
-5
2,020
1
2
3
0
1
20
16
evening
0
0
2
null
null
4
2020-01-02T00:00:00
2020-01-02T20:16:00
71
Outbound
2,076
1.6
2,020
1
2
3
0
1
20
16
evening
0
1
1
1,200
851
2
2020-01-02T00:00:00
2020-01-02T20:16:00
73
Inbound
2,064
0.533333
2,020
1
2
3
0
1
20
16
evening
0
0
1
600
615
3
2020-01-02T00:00:00
2020-01-02T20:16:00
87
Outbound
2,634
-1.666667
2,020
1
2
3
0
1
20
16
evening
0
1
1
null
null
6
2020-01-02T00:00:00
2020-01-02T20:17:00
116
Outbound
5,755
2.266667
2,020
1
2
3
0
1
20
17
evening
0
1
1
1,260
1,264
4
2020-01-02T00:00:00
2020-01-02T20:17:00
57
Outbound
979
-1.383333
2,020
1
2
3
0
1
20
17
evening
0
1
1
540
588
6
2020-01-02T00:00:00
2020-01-02T20:17:00
73
Outbound
2,020
0.533333
2,020
1
2
3
0
1
20
17
evening
0
1
1
1,020
670
3
2020-01-02T00:00:00
2020-01-02T20:17:00
89
Outbound
2,734
2.383333
2,020
1
2
3
0
1
20
17
evening
0
1
1
null
null
3
2020-01-02T00:00:00
2020-01-02T20:17:00
94
Outbound
2,405
1.05
2,020
1
2
3
0
1
20
17
evening
0
1
1
null
null
2
2020-01-02T00:00:00
2020-01-02T20:18:00
01
Inbound
62
4.866667
2,020
1
2
3
0
1
20
18
evening
0
0
1
360
null
8
2020-01-02T00:00:00
2020-01-02T20:18:00
11
Inbound
275
2.683333
2,020
1
2
3
0
1
20
18
evening
0
0
1
null
null
2
2020-01-02T00:00:00
2020-01-02T20:18:00
111
Inbound
5,592
0.766667
2,020
1
2
3
0
1
20
18
evening
1
0
1
960
1,032
2
2020-01-02T00:00:00
2020-01-02T20:18:00
70
Inbound
730
-4.433333
2,020
1
2
3
0
1
20
18
evening
0
0
2
null
null
8
2020-01-02T00:00:00
2020-01-02T20:19:00
09
Inbound
175
6.233333
2,020
1
2
3
0
1
20
19
evening
0
0
2
720
723
6
2020-01-02T00:00:00
2020-01-02T20:19:00
11
Outbound
6,564
-2.283333
2,020
1
2
3
0
1
20
19
evening
0
1
1
null
null
2
2020-01-02T00:00:00
2020-01-02T20:19:00
111
Inbound
2,829
-3.1
2,020
1
2
3
0
1
20
19
evening
1
0
1
240
185
9
2020-01-02T00:00:00
2020-01-02T20:19:00
23
Inbound
386
-2.383333
2,020
1
2
3
0
1
20
19
evening
1
0
1
780
484
5
2020-01-02T00:00:00
2020-01-02T20:19:00
34E
Outbound
26,618
1.65
2,020
1
2
3
0
1
20
19
evening
0
1
1
null
null
11
2020-01-02T00:00:00
2020-01-02T20:19:00
66
Inbound
1,555
8.933333
2,020
1
2
3
0
1
20
19
evening
0
0
1
720
1,521
6
2020-01-02T00:00:00
2020-01-02T20:19:00
83
Outbound
2,451
1.9
2,020
1
2
3
0
1
20
19
evening
0
1
1
null
null
3
2020-01-02T00:00:00
2020-01-02T20:19:00
87
Outbound
2,637
-3.033333
2,020
1
2
3
0
1
20
19
evening
0
1
2
null
null
7
2020-01-02T00:00:00
2020-01-02T20:20:00
01
Inbound
79
3.25
2,020
1
2
3
0
1
20
20
evening
0
0
1
480
782
5
2020-01-02T00:00:00
2020-01-02T20:20:00
32
Outbound
6,509
-4
2,020
1
2
3
0
1
20
20
evening
0
1
1
540
211
5
2020-01-02T00:00:00
2020-01-02T20:20:00
51
Inbound
636
0.933333
2,020
1
2
3
0
1
20
20
evening
0
0
1
null
null
6
2020-01-02T00:00:00
2020-01-02T20:20:00
57
Outbound
899
0.716667
2,020
1
2
3
0
1
20
20
evening
0
1
0
540
476
1
2020-01-02T00:00:00
2020-01-02T20:20:00
66
Outbound
1,372
2.75
2,020
1
2
3
0
1
20
20
evening
0
1
1
780
1,005
5
2020-01-02T00:00:00
2020-01-02T20:20:00
93
Inbound
29,010
-0.333333
2,020
1
2
3
0
1
20
20
evening
0
0
0
null
null
1
2020-01-02T00:00:00
2020-01-02T20:21:00
238
Outbound
4,058
5.916667
2,020
1
2
3
0
1
20
21
evening
0
1
1
null
null
9
2020-01-02T00:00:00
2020-01-02T20:21:00
76
Inbound
2,331
7
2,020
1
2
3
0
1
20
21
evening
0
0
1
null
null
5
2020-01-02T00:00:00
2020-01-02T20:22:00
09
Inbound
45
-0.4
2,020
1
2
3
0
1
20
22
evening
0
0
1
720
538
3
2020-01-02T00:00:00
2020-01-02T20:22:00
10
Outbound
176
2.816667
2,020
1
2
3
0
1
20
22
evening
0
1
1
null
null
2
2020-01-02T00:00:00
2020-01-02T20:22:00
34
Outbound
604
3.983333
2,020
1
2
3
0
1
20
22
evening
0
1
1
900
1,102
3
2020-01-02T00:00:00
2020-01-02T20:22:00
66
Inbound
64,000
-3.566667
2,020
1
2
3
0
1
20
22
evening
0
0
2
720
392
9
2020-01-02T00:00:00
2020-01-02T20:22:00
70
Inbound
1,051
0.883333
2,020
1
2
3
0
1
20
22
evening
0
0
1
180
312
5
2020-01-02T00:00:00
2020-01-02T20:22:00
73
Inbound
2,134
1.866667
2,020
1
2
3
0
1
20
22
evening
0
0
0
960
1,064
1
2020-01-02T00:00:00
2020-01-02T20:22:00
SL5
Inbound
5,095
-2.416667
2,020
1
2
3
0
1
20
22
evening
0
0
1
720
543
8
2020-01-02T00:00:00
2020-01-02T20:23:00
11
Inbound
286
3.9
2,020
1
2
3
0
1
20
23
evening
0
0
1
null
null
3
2020-01-02T00:00:00
2020-01-02T20:23:00
240
Inbound
334
-7.033333
2,020
1
2
3
0
1
20
23
evening
0
0
2
null
null
10
2020-01-02T00:00:00
2020-01-02T20:23:00
39
Outbound
41,391
5.533333
2,020
1
2
3
0
1
20
23
evening
0
1
1
720
1,020
3
2020-01-02T00:00:00
2020-01-02T20:23:00
40
Outbound
26,531
5.316667
2,020
1
2
3
0
1
20
23
evening
0
1
2
null
null
7
2020-01-02T00:00:00
2020-01-02T20:23:00
57
Inbound
926
0.05
2,020
1
2
3
0
1
20
23
evening
0
0
1
720
728
5
2020-01-02T00:00:00
2020-01-02T20:23:00
77
Inbound
2,265
0.366667
2,020
1
2
3
0
1
20
23
evening
0
0
1
480
440
4
2020-01-02T00:00:00
2020-01-02T20:24:00
100
Inbound
8,302
1.1
2,020
1
2
3
0
1
20
24
evening
0
0
0
null
null
1
2020-01-02T00:00:00
2020-01-02T20:24:00
106
Inbound
5,271
2.233333
2,020
1
2
3
0
1
20
24
evening
0
0
2
null
null
7
2020-01-02T00:00:00
2020-01-02T20:24:00
16
Inbound
1,480
0.583333
2,020
1
2
3
0
1
20
24
evening
0
0
1
null
null
5
2020-01-02T00:00:00
2020-01-02T20:24:00
67
Inbound
2,258
1.15
2,020
1
2
3
0
1
20
24
evening
0
0
1
null
null
2
2020-01-02T00:00:00
2020-01-02T20:24:00
77
Inbound
22,671
0.816667
2,020
1
2
3
0
1
20
24
evening
0
0
1
480
439
5
2020-01-02T00:00:00
2020-01-02T20:24:00
SL5
Outbound
61
-1.833333
2,020
1
2
3
0
1
20
24
evening
0
1
1
360
338
11
2020-01-02T00:00:00
2020-01-02T20:25:00
10
Inbound
5,090
3.55
2,020
1
2
3
0
1
20
25
evening
0
0
1
null
null
6
2020-01-02T00:00:00
2020-01-02T20:25:00
111
Inbound
5,605
3.166667
2,020
1
2
3
0
1
20
25
evening
1
0
1
480
131
5