od_pair
large_string
alt_idx
int64
choice_set_size
int64
ivt_bus
float64
ivt_train
float64
ivt_gtx
float64
waiting_time
float64
transfer_walk_time
float64
num_transfers
int64
fare
int64
transport_category
large_string
total_duration
float64
in_vehicle_time
float64
walk_time
float64
access_time
float64
egress_time
float64
walk_distance
float64
total_distance
float64
bus_distance
float64
subway_distance
float64
gtx_distance
float64
has_bus
int64
has_train
int64
has_gtx
int64
n_matched
int64
n_total
int64
choice_prob
float64
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11
14
708
2,640
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999
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2
1,950
bus+train
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3,348
639
26
553
764.4
33,227.8
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29,732.2
0
1
1
0
0
13
0
1003_2803286
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14
877
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896
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1
1,950
bus+train
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3,517
701
26
509
839.5
33,082.4
2,510.7
29,732.2
0
1
1
0
0
13
0
1003_2803286
13
14
881
2,850
0
1,016
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1
1,950
bus+train
5,516
3,731
769
26
553
921.3
35,812.4
2,846.9
32,044.2
0
1
1
0
0
13
0
1003_2803532
0
14
2,344
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0
558
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1
1,950
bus+train
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4,504
154
26
6
183.3
31,031.7
10,456.2
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0
1
1
0
14
14
1
1003_2803532
1
14
2,993
210
0
855
86
3
1,950
bus+train
4,849
3,203
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306
399
945.6
33,572.1
30,344.3
2,282.2
0
1
1
0
0
14
0
1003_2803532
2
14
2,558
2,580
0
465
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1
2,050
bus+train
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5,138
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26
150
322.7
35,574.3
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0
1
1
0
0
14
0
1003_2803532
3
14
1,898
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671
63
2
1,950
bus+train
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4,058
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26
203
348.1
30,850.9
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0
1
1
0
0
14
0
1003_2803532
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14
1,749
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671
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2
1,950
bus+train
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26
250
404.6
30,437.1
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20,392.3
0
1
1
0
0
14
0
1003_2803532
5
14
2,639
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0
444
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1
1,950
bus+train
5,592
4,799
349
26
201
417.1
32,776.1
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20,392.3
0
1
1
0
0
14
0
1003_2803532
6
14
2,470
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0
558
122
1
1,950
bus+train
5,600
4,630
412
26
264
492.3
31,577
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0
1
1
0
0
14
0
1003_2803532
7
14
2,271
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0
618
122
1
1,950
bus+train
5,506
4,431
457
26
309
546.9
31,106.2
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20,392.3
0
1
1
0
0
14
0
1003_2803532
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14
1,809
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967
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3
1,950
bus+train
5,270
3,969
334
26
245
399.1
30,698.1
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0
1
1
0
0
14
0
1003_2803532
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14
2,479
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384
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1
1,950
bus+train
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26
398
653.6
32,511.1
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0
1
1
0
0
14
0
1003_2803532
10
14
2,935
960
0
947
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1
3,500
bus+train
5,577
3,895
735
346
285
878.8
37,950.9
27,602.1
9,470
0
1
1
0
0
14
0
1003_2803532
11
14
2,014
2,160
0
832
63
3
1,950
bus+train
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4,174
627
26
538
748.7
31,563.3
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0
1
1
0
0
14
0
1003_2803532
12
14
2,794
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0
525
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1
2,050
bus+train
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5,374
658
26
538
786.2
36,496.7
11,115.8
24,594.7
0
1
1
0
0
14
0
1003_2803532
13
14
0
4,950
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555
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1
2,250
train_only
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4,950
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26
526
732
48,239.1
0
47,507
0
0
1
0
0
14
0
1003_2803661
0
4
167
1,830
0
652
63
1
1,750
bus+train
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26
6
111.4
20,821.2
542.3
20,167.5
0
1
1
0
14
14
1
1003_2803661
1
4
614
1,890
0
234
117
1
1,650
bus+train
3,436
2,504
698
26
555
835
20,751
2,119.3
17,796.6
0
1
1
0
0
14
0
1003_2803661
2
4
167
2,040
0
360
188
1
1,650
bus+train
3,336
2,207
769
26
555
920.6
20,909
590.5
19,398
0
1
1
0
0
14
0
1003_2803661
3
4
66
2,040
0
305
312
1
1,650
bus+train
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2,106
893
26
555
1,069.1
20,897.2
430.1
19,398
0
1
1
0
0
14
0
1003_2805
0
6
2,058
1,980
0
802
47
1
1,750
bus+train
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4,038
105
26
32
123.6
21,971.4
6,663.9
15,183.8
0
1
1
0
0
65
0.166667
1003_2805
1
6
0
2,430
0
1,755
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1
1,750
train_only
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189
26
146
224.4
21,959.6
0
21,735.3
0
0
1
0
0
65
0.166667
1003_2805
2
6
2,165
1,980
0
802
47
1
1,750
bus+train
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4,145
355
26
282
423.3
22,538.4
6,931.2
15,183.8
0
1
1
0
0
65
0.166667
1003_2805
3
6
3,191
1,440
0
742
75
1
1,750
bus+train
5,820
4,631
447
26
346
535.1
21,706.3
10,606.4
10,564.8
0
1
1
0
0
65
0.166667
1003_2805
4
6
2,066
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0
946
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2
1,750
bus+train
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3,116
791
28
552
947
22,507.1
11,442.3
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0
1
1
0
0
65
0.166667
1003_2805
5
6
1,466
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0
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1
1,850
bus+train
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3,836
703
26
592
842
28,647.3
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20,839.5
0
1
1
0
0
65
0.166667
1003_2805273
0
18
1,134
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833
63
1
1,750
bus+train
4,218
3,294
91
26
2
106.4
25,021.8
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20,392.3
0
1
1
0
31
31
1
1003_2805273
1
18
1,064
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0
410
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2
1,750
bus+train
4,021
3,224
387
26
239
461.6
25,084.7
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20,392.3
0
1
1
0
0
31
0
1003_2805273
2
18
1,474
2,160
0
303
63
1
1,750
bus+train
4,213
3,634
276
26
187
327.4
25,241.6
4,522
20,392.3
0
1
1
0
0
31
0
1003_2805273
3
18
1,250
2,160
0
833
63
1
1,850
bus+train
4,538
3,410
295
26
206
351.9
25,449.7
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20,392.3
0
1
1
0
0
31
0
1003_2805273
4
18
1,372
2,160
0
303
63
1
1,750
bus+train
4,163
3,532
328
26
239
390.1
25,084.5
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20,392.3
0
1
1
0
0
31
0
1003_2805273
5
18
1,053
2,160
0
833
63
1
1,750
bus+train
4,423
3,213
377
26
288
450.6
25,110
4,267.2
20,392.3
0
1
1
0
0
31
0
1003_2805273
6
18
1,556
2,160
0
243
63
1
1,850
bus+train
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3,716
480
26
391
574.1
25,719.3
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20,392.3
0
1
1
0
0
31
0
1003_2805273
7
18
1,074
2,160
0
473
122
3
1,750
bus+train
4,105
3,234
398
26
250
475.9
25,319.4
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0
1
1
0
0
31
0
1003_2805273
8
18
1,333
2,160
0
721
63
1
1,750
bus+train
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3,493
528
26
439
631.9
25,532.1
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20,392.3
0
1
1
0
0
31
0
1003_2805273
9
18
993
2,160
0
473
122
3
1,750
bus+train
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496
26
348
593.6
25,175.4
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20,392.3
0
1
1
0
0
31
0
1003_2805273
10
18
1,190
2,160
0
410
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2
1,750
bus+train
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3,350
557
26
409
665.6
25,494.5
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20,392.3
0
1
1
0
0
31
0
1003_2805273
11
18
1,139
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0
473
122
3
1,850
bus+train
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3,299
539
26
391
645.6
25,720
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0
1
1
0
0
31
0
1003_2805273
12
18
1,225
2,160
0
478
63
2
1,750
bus+train
4,467
3,385
604
26
515
722.6
25,163.5
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20,392.3
0
1
1
0
0
31
0
1003_2805273
13
18
1,335
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0
833
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1
1,850
bus+train
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599
26
510
717.2
26,108.5
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0
1
1
0
0
31
0
1003_2805273
14
18
945
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0
414
122
3
1,750
bus+train
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663
26
515
794
25,163.7
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0
1
1
0
0
31
0
1003_2805273
15
18
876
2,160
0
473
122
3
1,750
bus+train
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3,036
663
26
515
794
25,163.7
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0
1
1
0
0
31
0
1003_2805273
16
18
945
2,250
0
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1
1,850
bus+train
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656
26
544
784.2
28,845.8
2,538.6
25,523
0
1
1
0
0
31
0
1003_2805273
17
18
1,244
2,160
0
473
122
3
1,850
bus+train
4,563
3,404
686
26
538
822
26,133.3
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20,392.3
0
1
1
0
0
31
0
1003_2805920
0
15
1,534
1,830
0
666
189
1
1,850
bus+train
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3,364
338
26
123
403.9
26,890.3
6,318.9
20,167.5
0
1
1
0
0
15
0
1003_2805920
1
15
1,571
1,350
0
1,173
222
3
1,750
bus+train
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2,921
253
26
5
300.9
22,780.1
9,732.4
12,746.8
0
1
1
0
15
15
1
1003_2805920
2
15
1,667
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189
1
1,850
bus+train
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522
26
307
624.4
27,481.5
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0
1
1
0
0
15
0
1003_2805920
3
15
1,965
1,020
0
968
182
2
1,750
bus+train
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2,985
394
207
5
470.9
22,522.2
13,344.3
8,707
0
1
1
0
0
15
0
1003_2805920
4
15
485
2,430
0
1,029
218
2
1,850
bus+train
4,495
2,915
551
26
307
658.3
29,423.2
1,541.2
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0
1
1
0
0
15
0
1003_2805920
5
15
790
2,410
0
769
185
3
1,850
bus+train
4,487
3,200
518
26
307
619
26,557.7
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22,871.2
0
1
1
0
0
15
0
1003_2805920
6
15
331
2,430
0
1,089
218
2
1,850
bus+train
4,447
2,761
597
26
353
713.6
29,139
1,201.7
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0
1
1
0
0
15
0
1003_2805920
7
15
785
2,410
0
902
154
2
1,850
bus+train
4,680
3,195
583
26
403
696.9
26,180.9
2,612.9
22,871.2
0
1
1
0
0
15
0
1003_2805920
8
15
680
2,640
0
846
153
2
1,950
bus+train
4,734
3,320
568
26
389
679.6
31,264
1,752.1
28,832.3
0
1
1
0
0
15
0
1003_2805920
9
15
622
2,410
0
829
185
3
1,850
bus+train
4,425
3,032
564
26
353
674.3
26,273.5
2,728.1
22,871.2
0
1
1
0
0
15
0
1003_2805920
10
15
1,738
2,280
0
848
158
1
1,850
bus+train
5,453
4,018
587
26
403
701.9
27,649.2
5,441
21,506.3
0
1
1
0
0
15
0
1003_2805920
11
15
612
2,640
0
906
153
2
1,950
bus+train
4,812
3,252
654
26
475
781.8
31,248.5
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28,832.3
0
1
1
0
0
15
0
1003_2805920
12
15
2,278
2,010
0
631
309
1
1,850
bus+train
5,665
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746
26
411
891.7
28,932.2
5,287.3
22,753.2
0
1
1
0
0
15
0
1003_2805920
13
15
2,373
2,010
0
631
309
1
1,850
bus+train
5,765
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751
26
416
898.1
29,132.3
5,481
22,753.2
0
1
1
0
0
15
0
1003_2805920
14
15
711
2,430
0
933
253
2
1,850
bus+train
4,939
3,141
865
26
586
1,034.6
29,865.3
1,607.1
27,223.6
0
1
1
0
0
15
0
1003_2806
0
12
1,891
1,980
0
414
47
1
1,750
bus+train
4,638
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353
26
280
421.1
23,897.4
8,292.6
15,183.8
0
1
1
0
0
272
0
1003_2806
1
12
1,573
1,980
0
429
93
1
1,750
bus+train
4,463
3,553
481
26
362
575.1
23,616.8
7,857.9
15,183.8
0
1
1
0
268
272
1
1003_2806
2
12
1,730
1,980
0
429
93
1
1,750
bus+train
4,538
3,710
399
26
280
476.2
23,787
8,126.9
15,183.8
0
1
1
0
0
272
0
1003_2806
3
12
1,734
1,980
0
414
47
1
1,750
bus+train
4,563
3,714
435
26
362
519.9
23,727.3
8,023.6
15,183.8
0
1
1
0
0
272
0
1003_2806
4
12
2,005
1,980
0
414
47
1
1,750
bus+train
4,831
3,985
432
26
359
516
24,168.4
8,468.6
15,183.8
0
1
1
0
0
272
0
1003_2806
5
12
1,844
1,980
0
429
93
1
1,750
bus+train
4,731
3,824
478
26
359
571.2
24,057.9
8,302.9
15,183.8
0
1
1
0
0
272
0
1003_2806
6
12
1,745
1,980
0
535
47
2
1,750
bus+train
4,692
3,725
432
26
359
516
24,168.4
8,468.6
15,183.8
0
1
1
0
0
272
0
1003_2806
7
12
850
2,640
0
727
90
1
1,850
bus+train
4,692
3,490
475
26
359
567.9
26,618.5
3,572.1
22,478.5
0
1
1
0
0
272
0
1003_2806
8
12
2,128
1,980
0
414
47
1
1,750
bus+train
5,115
4,108
593
26
520
708.4
24,634
8,741.8
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0
1
1
0
0
272
0
1003_2806
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12
1,967
1,980
0
429
93
1
1,750
bus+train
5,015
3,947
639
26
520
763.5
24,523.5
8,576.2
15,183.8
0
1
1
0
0
272
0
1003_2806
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12
1,794
1,980
0
535
47
2
1,750
bus+train
4,902
3,774
593
26
520
708.4
24,634
8,741.8
15,183.8
0
1
1
0
0
272
0
1003_2806
11
12
899
2,640
0
727
90
1
1,850
bus+train
4,902
3,539
636
26
520
760.2
27,084.1
3,845.3
22,478.5
0
1
1
0
0
272
0
1003_2806185
0
8
3,004
630
0
1,175
110
1
1,850
bus+train
4,946
3,634
137
26
1
162.6
26,349.6
21,390.6
4,796.4
0
1
1
0
0
15
0
1003_2806185
1
8
2,328
420
0
868
388
1
1,850
bus+train
4,031
2,748
415
26
1
496.1
27,353.9
22,029.2
4,828.7
0
1
1
0
5
15
0.333333
1003_2806185
2
8
4,021
630
0
1,092
175
1
1,850
bus+train
6,188
4,651
445
26
244
530.8
28,123.6
22,796.3
4,796.4
0
1
1
0
0
15
0
1003_2806185
3
8
3,056
630
0
1,780
110
2
1,850
bus+train
5,841
3,686
375
26
239
447.5
26,847.2
21,603.2
4,796.4
0
1
1
0
0
15
0
1003_2806185
4
8
2,867
630
0
1,235
110
1
1,850
bus+train
5,284
3,497
552
26
416
659.4
26,454.5
20,998.7
4,796.4
0
1
1
0
0
15
0
1003_2806185
5
8
2,369
420
0
1,183
388
2
1,850
bus+train
4,625
2,789
653
26
239
781
27,851.5
22,241.8
4,828.7
0
1
1
0
10
15
0.666667
1003_2806185
6
8
2,235
420
0
928
388
1
1,850
bus+train
4,413
2,655
830
26
416
992.9
27,458.8
21,637.2
4,828.7
0
1
1
0
0
15
0
1003_2806185
7
8
5,342
300
0
1,639
126
1
1,850
bus+train
8,312
5,642
1,031
26
879
1,235
30,455.1
26,187
3,033.1
0
1
1
0
0
15
0
1003_2806635
0
10
2,015
1,650
0
532
122
1
1,850
bus+train
4,346
3,665
149
26
1
177.9
27,782.3
7,569.8
20,034.7
0
1
1
0
13
13
1
1003_2806635
1
10
2,139
1,650
0
504
122
2
1,850
bus+train
4,560
3,789
267
26
119
318.6
28,077.9
7,724.6
20,034.7
0
1
1
0
0
13
0
1003_2806635
2
10
2,220
1,650
0
674
122
1
1,850
bus+train
4,811
3,870
267
26
119
318.6
28,289.7
7,936.4
20,034.7
0
1
1
0
0
13
0
1003_2806635
3
10
1,912
1,650
0
782
58
1
1,950
bus+train
4,784
3,562
440
26
356
524.8
30,773.3
13,927.8
16,320.8
0
1
1
0
0
13
0
1003_2806635
4
10
1,952
1,650
0
1,080
63
1
1,850
bus+train
5,187
3,602
505
26
416
603.8
29,037.8
8,399.3
20,034.7
0
1
1
0
0
13
0
1003_2806635
5
10
1,668
1,650
0
773
122
2
1,850
bus+train
4,655
3,318
564
26
416
675.2
27,904.6
7,194.7
20,034.7
0
1
1
0
0
13
0
1003_2806635
6
10
2,066
1,650
0
1,080
63
1
1,850
bus+train
5,386
3,716
590
26
501
706.2
29,423.2
8,682.3
20,034.7
0
1
1
0
0
13
0
1003_2806635
7
10
1,979
1,650
0
674
122
1
1,850
bus+train
4,978
3,629
675
26
527
808.6
28,328.7
7,485.4
20,034.7
0
1
1
0
0
13
0
1003_2806635
8
10
1,908
1,650
0
504
122
2
1,850
bus+train
4,737
3,558
675
26
527
808.6
28,116.9
7,273.6
20,034.7
0
1
1
0
0
13
0
1003_2806635
9
10
1,787
1,650
0
773
122
2
1,850
bus+train
4,859
3,437
649
26
501
777.7
28,290.1
7,477.7
20,034.7
0
1
1
0
0
13
0
1003_2806809
0
21
2,781
2,190
0
455
104
1
1,950
bus+train
5,570
4,971
144
26
14
171.5
32,093.6
4,482.9
27,439.1
0
1
1
0
68
68
1
1003_2806809
1
21
731
2,610
0
510
122
2
1,950
bus+train
4,254
3,341
403
26
255
480.8
32,826.6
2,286.6
30,059.2
0
1
1
0
0
68
0
1003_2806809
2
21
1,878
2,190
0
515
104
1
1,950
bus+train
4,911
4,068
328
26
198
391.3
32,093.6
4,263.2
27,439.1
0
1
1
0
0
68
0
1003_2806809
3
21
0
3,480
0
840
59
2
2,050
train_only
4,610
3,480
290
26
205
345.5
38,517.4
0
38,171.9
0
0
1
0
0
68
0
1003_2806809
4
21
712
2,640
0
846
122
1
1,950
bus+train
4,601
3,352
403
26
255
480.8
32,499.6
2,286.6
29,732.2
0
1
1
0
0
68
0
1003_2806809
5
21
1,826
2,190
0
455
104
1
1,950
bus+train
4,934
4,016
463
26
333
553.8
32,088.9
4,096
27,439.1
0
1
1
0
0
68
0
1003_2806809
6
21
2,117
2,190
0
751
79
1
1,950
bus+train
5,453
4,307
395
26
290
472
32,970.2
5,059.1
27,439.1
0
1
1
0
0
68
0
1003_2806809
7
21
1,419
2,550
0
255
190
1
2,050
bus+train
4,730
3,969
506
26
290
605.8
36,492
4,176.5
31,709.7
0
1
1
0
0
68
0
1003_2806809
8
21
1,536
2,190
0
488
187
2
1,950
bus+train
4,675
3,726
461
26
248
550.2
32,296.4
4,307.1
27,439.1
0
1
1
0
0
68
0
1003_2806809
9
21
2,811
1,650
0
1,119
58
1
2,050
bus+train
6,036
4,461
456
26
372
545
40,207.6
23,341.8
16,320.8
0
1
1
0
0
68
0