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
1003_2801961
13
21
1,468
1,830
0
658
63
1
1,750
bus+train
4,565
3,298
609
26
520
729
25,649.4
4,753
20,167.5
0
1
1
0
0
30
0
1003_2801961
14
21
1,369
2,010
0
508
172
1
1,850
bus+train
4,503
3,379
616
26
418
737.1
29,022.6
5,532.3
22,753.2
0
1
1
0
0
30
0
1003_2801961
15
21
1,152
1,830
0
693
63
2
1,750
bus+train
4,284
2,982
609
26
520
729
25,649.4
4,753
20,167.5
0
1
1
0
0
30
0
1003_2801961
16
21
1,702
1,830
0
658
63
1
1,850
bus+train
4,807
3,532
617
26
528
737.6
26,097.8
5,192.7
20,167.5
0
1
1
0
0
30
0
1003_2801961
17
21
1,076
1,830
0
999
122
2
1,850
bus+train
4,491
2,906
586
26
438
701.1
25,723.2
4,854.7
20,167.5
0
1
1
0
0
30
0
1003_2801961
18
21
2,025
2,250
0
729
86
1
1,950
bus+train
5,527
4,275
523
26
411
625
30,682.6
4,534.7
25,523
0
1
1
0
0
30
0
1003_2801961
19
21
1,729
2,250
0
789
86
1
1,850
bus+train
5,360
3,979
592
26
480
707.8
29,935.3
3,704.6
25,523
0
1
1
0
0
30
0
1003_2801961
20
21
1,051
1,830
0
833
312
2
1,750
bus+train
4,379
2,881
665
26
327
794.9
25,475.3
4,512.9
20,167.5
0
1
1
0
0
30
0
1003_2802028
0
17
1,776
1,830
0
552
63
1
1,850
bus+train
4,248
3,606
90
26
1
105.8
26,131.8
5,858.5
20,167.5
0
1
1
0
9
14
0.642857
1003_2802028
1
17
1,486
1,830
0
351
122
2
1,850
bus+train
3,816
3,316
149
26
1
177.3
26,079.5
5,734.8
20,167.5
0
1
1
0
0
14
0
1003_2802028
2
17
1,103
2,580
0
298
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1
1,850
bus+train
4,138
3,683
157
26
37
186.2
28,712.7
3,931.8
24,594.7
0
1
1
0
5
14
0.357143
1003_2802028
3
17
1,176
2,010
0
677
172
1
1,850
bus+train
4,098
3,186
235
26
37
279.1
27,761.3
4,729
22,753.2
0
1
1
0
0
14
0
1003_2802028
4
17
1,860
1,830
0
612
63
1
1,850
bus+train
4,745
3,690
443
26
354
528.6
26,907.6
6,211.5
20,167.5
0
1
1
0
0
14
0
1003_2802028
5
17
982
2,580
0
298
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1
1,850
bus+train
4,335
3,562
475
26
355
567.9
28,709
3,546.4
24,594.7
0
1
1
0
0
14
0
1003_2802028
6
17
0
2,956
0
759
43
1
1,950
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4,222
2,956
507
26
438
605.8
32,489.2
0
31,883.3
0
0
1
0
0
14
0
1003_2802028
7
17
1,646
1,830
0
552
63
1
1,850
bus+train
4,546
3,476
518
26
429
619.6
26,264.9
5,477.9
20,167.5
0
1
1
0
0
14
0
1003_2802028
8
17
1,408
1,830
0
351
122
2
1,850
bus+train
4,166
3,238
577
26
429
691
26,212.7
5,354.2
20,167.5
0
1
1
0
0
14
0
1003_2802028
9
17
778
2,010
0
575
201
2
1,850
bus+train
4,041
2,788
678
26
451
809.9
28,115.1
4,551.9
22,753.2
0
1
1
0
0
14
0
1003_2802028
10
17
2,046
1,830
0
767
63
1
1,850
bus+train
5,225
3,876
582
26
493
695.7
27,142.3
6,279.1
20,167.5
0
1
1
0
0
14
0
1003_2802028
11
17
0
2,683
0
645
227
2
1,850
train_only
4,019
2,683
691
26
438
824.9
29,420.1
0
28,595.2
0
0
1
0
0
14
0
1003_2802028
12
17
1,206
2,580
0
238
94
1
1,850
bus+train
4,702
3,786
678
26
558
811.7
29,798.5
4,392
24,594.7
0
1
1
0
0
14
0
1003_2802028
13
17
1,486
1,830
0
363
122
3
1,850
bus+train
4,347
3,316
668
26
520
799.9
26,801.3
5,833.9
20,167.5
0
1
1
0
0
14
0
1003_2802028
14
17
1,198
1,830
0
577
122
3
1,850
bus+train
4,276
3,028
671
26
523
803.6
25,889.7
4,918.6
20,167.5
0
1
1
0
0
14
0
1003_2802028
15
17
1,647
2,250
0
1,058
104
1
1,850
bus+train
5,562
3,897
607
26
477
725.4
29,856.7
3,608.4
25,523
0
1
1
0
0
14
0
1003_2802028
16
17
1,277
2,010
0
617
172
1
1,850
bus+train
4,660
3,287
756
26
558
904.6
28,847.1
5,189.2
22,753.2
0
1
1
0
0
14
0
1003_2802084
0
5
895
1,830
0
606
63
2
1,750
bus+train
3,571
2,725
240
26
151
284.6
25,051.5
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20,167.5
0
1
1
0
0
13
0
1003_2802084
1
5
792
1,830
0
508
63
1
1,750
bus+train
3,562
2,622
432
26
343
514.9
24,972.6
4,290.2
20,167.5
0
1
1
0
13
13
1
1003_2802084
2
5
910
1,830
0
508
63
1
1,750
bus+train
3,616
2,740
368
26
279
438.2
25,227.4
4,621.7
20,167.5
0
1
1
0
0
13
0
1003_2802084
3
5
1,001
1,830
0
606
63
2
1,850
bus+train
3,773
2,831
336
26
247
401
25,483.5
4,915.1
20,167.5
0
1
1
0
0
13
0
1003_2802084
4
5
723
1,830
0
1,003
122
1
1,750
bus+train
4,426
2,553
870
26
722
1,042.1
25,623
4,413.5
20,167.5
0
1
1
0
0
13
0
1003_2802098
0
10
750
2,580
0
384
94
1
1,850
bus+train
3,836
3,330
122
26
2
144.2
27,848.5
3,109.5
24,594.7
0
1
1
0
12
15
0.8
1003_2802098
1
10
649
2,580
0
444
94
1
1,850
bus+train
4,242
3,229
569
26
449
680.3
27,925.6
2,650.5
24,594.7
0
1
1
0
0
15
0
1003_2802098
2
10
0
2,864
0
1,096
43
1
1,950
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321
26
252
383.9
31,437.3
0
31,053.4
0
0
1
0
0
15
0
1003_2802098
3
10
943
2,730
0
471
104
1
1,850
bus+train
4,567
3,673
423
26
293
505
28,449.2
1,921.3
26,022.8
0
1
1
0
0
15
0
1003_2802098
4
10
897
2,580
0
384
94
1
1,850
bus+train
4,388
3,477
527
26
407
630.3
28,696.9
3,471.8
24,594.7
0
1
1
0
0
15
0
1003_2802098
5
10
983
2,730
0
641
104
1
1,850
bus+train
4,840
3,713
486
26
356
580.7
28,925.7
2,322.2
26,022.8
0
1
1
0
3
15
0.2
1003_2802098
6
10
2,201
2,160
0
562
63
1
1,850
bus+train
5,407
4,361
484
26
395
578.2
28,570.6
7,600.1
20,392.3
0
1
1
0
0
15
0
1003_2802098
7
10
1,142
2,640
0
1,053
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1
1,950
bus+train
5,307
3,782
472
26
372
564.6
34,757.8
4,460.9
29,732.2
0
1
1
0
0
15
0
1003_2802098
8
10
1,622
2,580
0
470
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2
1,950
bus+train
5,164
4,202
492
26
372
588.7
31,500.5
6,317.1
24,594.7
0
1
1
0
0
15
0
1003_2802098
9
10
675
2,460
0
988
170
2
1,950
bus+train
4,691
3,135
568
26
372
680
30,967.8
2,572.5
27,715.2
0
1
1
0
0
15
0
1003_2802107
0
9
1,185
1,830
0
289
122
1
1,850
bus+train
3,454
3,015
150
26
2
178.4
25,755.7
5,409.8
20,167.5
0
1
1
0
13
13
1
1003_2802107
1
9
1,053
1,830
0
289
122
1
1,850
bus+train
3,598
2,883
426
26
278
509.8
25,841.5
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0
1
1
0
0
13
0
1003_2802107
2
9
1,319
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0
289
122
1
1,850
bus+train
3,829
3,149
391
26
243
468.1
26,262.4
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0
1
1
0
0
13
0
1003_2802107
3
9
1,373
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364
122
1
1,850
bus+train
3,989
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422
26
274
504.5
26,639.1
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20,167.5
0
1
1
0
0
13
0
1003_2802107
4
9
1,514
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0
364
122
1
1,850
bus+train
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3,344
447
26
299
534.5
26,896.9
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20,167.5
0
1
1
0
0
13
0
1003_2802107
5
9
1,003
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656
63
1
1,750
bus+train
4,028
2,833
539
26
450
643.4
25,432.5
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1
1
0
0
13
0
1003_2802107
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9
0
3,224
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241
43
1
1,950
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542
26
473
648.3
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0
33,883.2
0
0
1
0
0
13
0
1003_2802107
7
9
1,012
1,830
0
289
122
1
1,850
bus+train
3,770
2,842
639
26
491
764.9
25,898.8
4,966.5
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0
1
1
0
0
13
0
1003_2802107
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9
861
1,830
0
464
251
2
1,750
bus+train
3,788
2,691
633
26
356
757.8
25,362.6
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0
1
1
0
0
13
0
1003_2802121
0
10
983
2,730
0
868
104
1
1,850
bus+train
4,713
3,713
132
26
2
156.1
28,501.1
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26,022.8
0
1
1
0
35
35
1
1003_2802121
1
10
750
2,580
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671
94
1
1,850
bus+train
4,388
3,330
387
26
267
461.7
28,166
3,109.5
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0
1
1
0
0
35
0
1003_2802121
2
10
897
2,580
0
671
94
1
1,850
bus+train
4,444
3,477
296
26
176
353.5
28,420.1
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24,594.7
0
1
1
0
0
35
0
1003_2802121
3
10
926
2,160
0
878
63
2
1,850
bus+train
4,510
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546
26
457
653
27,523.9
6,478.6
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1
1
0
0
35
0
1003_2802121
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0
2,864
0
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1
1,950
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677
31,730.4
0
31,053.4
0
0
1
0
0
35
0
1003_2802121
5
10
1,210
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0
577
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1
1,850
bus+train
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26
448
690.9
29,524.4
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26,022.8
0
1
1
0
0
35
0
1003_2802121
6
10
943
2,730
0
698
104
1
1,850
bus+train
4,983
3,673
612
26
482
731.9
28,676
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0
1
1
0
0
35
0
1003_2802121
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10
1,131
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104
1
1,850
bus+train
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639
26
509
764.6
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0
1
1
0
0
35
0
1003_2802121
8
10
979
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679
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2
1,850
bus+train
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678
26
533
811.1
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0
1
1
0
0
35
0
1003_2802121
9
10
821
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744
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2
1,850
bus+train
4,853
3,401
708
26
514
847.8
29,357.1
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24,594.7
0
1
1
0
0
35
0
1003_2802126
0
22
1,292
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906
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1
1,850
bus+train
4,508
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150
26
2
178.2
26,197.4
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1
1
0
31
31
1
1003_2802126
1
22
731
2,160
0
1,001
63
2
1,850
bus+train
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26
190
331.8
25,904
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0
1
1
0
0
31
0
1003_2802126
2
22
1,192
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0
906
122
1
1,850
bus+train
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394
26
246
471.2
26,273.3
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0
1
1
0
0
31
0
1003_2802126
3
22
1,427
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0
681
30
2
1,950
bus+train
4,987
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149
26
93
176.4
31,444.8
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0
1
1
0
0
31
0
1003_2802126
4
22
3,712
630
0
693
110
1
1,850
bus+train
5,425
4,342
390
26
254
465.8
30,341.3
25,079.1
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0
1
1
0
0
31
0
1003_2802126
5
22
574
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0
1,158
63
3
1,850
bus+train
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335
26
246
399.7
25,712.2
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20,392.3
0
1
1
0
0
31
0
1003_2802126
6
22
1,565
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0
681
30
2
1,950
bus+train
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4,295
290
26
234
345.8
31,864.7
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0
1
1
0
0
31
0
1003_2802126
7
22
1,727
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0
881
104
1
1,950
bus+train
5,702
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364
26
234
434.5
31,917.8
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1
1
0
0
31
0
1003_2802126
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22
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937
63
2
1,850
bus+train
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433
26
344
517.4
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1
1
0
0
31
0
1003_2802126
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22
1,648
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582
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1
1,950
bus+train
5,561
4,528
451
26
344
538.9
32,900.9
5,269.2
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0
1
1
0
0
31
0
1003_2802126
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22
621
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0
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3
1,850
bus+train
4,327
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486
26
397
580.9
25,767.8
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20,392.3
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1
1
0
0
31
0
1003_2802126
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22
1,341
2,730
0
741
30
2
1,950
bus+train
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457
26
401
545.8
31,533.6
4,965
26,022.8
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1
1
0
0
31
0
1003_2802126
12
22
2,035
2,730
0
383
86
1
1,950
bus+train
5,657
4,765
509
26
397
608.1
32,556.6
5,925.7
26,022.8
0
1
1
0
0
31
0
1003_2802126
13
22
861
2,160
0
941
63
2
1,850
bus+train
4,543
3,021
581
26
492
695.2
26,557.9
5,470.5
20,392.3
0
1
1
0
0
31
0
1003_2802126
14
22
1,755
2,160
0
937
63
2
1,850
bus+train
5,338
3,915
486
26
397
580.9
28,337.8
7,364.6
20,392.3
0
1
1
0
0
31
0
1003_2802126
15
22
2,016
2,730
0
363
104
1
1,950
bus+train
5,636
4,746
527
26
397
629.8
31,994.3
5,341.7
26,022.8
0
1
1
0
0
31
0
1003_2802126
16
22
1,709
2,580
0
408
94
2
1,950
bus+train
5,214
4,289
517
26
397
618.4
31,314.5
6,101.4
24,594.7
0
1
1
0
0
31
0
1003_2802126
17
22
1,503
2,730
0
941
104
1
1,950
bus+train
5,705
4,233
531
26
401
634.6
31,586.7
4,929.3
26,022.8
0
1
1
0
0
31
0
1003_2802126
18
22
1,049
2,160
0
906
122
1
1,850
bus+train
4,785
3,209
670
26
522
802.3
26,358.8
5,164.3
20,392.3
0
1
1
0
0
31
0
1003_2802126
19
22
3,842
630
0
693
110
1
1,950
bus+train
5,793
4,472
628
26
492
751.3
30,917.4
25,369.6
4,796.4
0
1
1
0
0
31
0
1003_2802126
20
22
1,295
2,160
0
997
63
2
1,850
bus+train
5,076
3,455
624
26
535
746.9
27,437.3
6,298.1
20,392.3
0
1
1
0
0
31
0
1003_2802126
21
22
1,528
2,880
0
642
81
1
1,950
bus+train
5,692
4,408
642
26
535
768.4
32,749.1
4,887.9
27,092.8
0
1
1
0
0
31
0
1003_2802127
0
12
1,241
1,830
0
610
122
1
1,850
bus+train
3,855
3,071
174
26
26
205.6
26,000
5,626.9
20,167.5
0
1
1
0
1
14
0.071429
1003_2802127
1
12
1,109
1,830
0
550
122
1
1,850
bus+train
3,913
2,939
424
26
276
507.3
26,084.6
5,409.8
20,167.5
0
1
1
0
0
14
0
1003_2802127
2
12
1,396
1,830
0
1,100
122
1
1,850
bus+train
4,731
3,226
405
26
257
484.4
26,846.8
6,194.9
20,167.5
0
1
1
0
13
14
0.928571
1003_2802127
3
12
1,888
2,250
0
572
30
2
1,950
bus+train
4,972
4,138
262
26
206
311.7
31,330.8
5,496.1
25,523
0
1
1
0
0
14
0
1003_2802127
4
12
1,047
1,830
0
659
122
2
1,850
bus+train
4,027
2,877
491
26
343
587.4
26,442.9
5,688
20,167.5
0
1
1
0
0
14
0
1003_2802127
5
12
1,156
1,830
0
1,100
122
1
1,850
bus+train
4,558
2,986
472
26
324
564.4
26,411.2
5,679.4
20,167.5
0
1
1
0
0
14
0
1003_2802127
6
12
1,316
1,830
0
772
122
2
1,850
bus+train
4,423
3,146
505
26
357
603.1
26,738.9
5,968.3
20,167.5
0
1
1
0
0
14
0
1003_2802127
7
12
966
1,830
0
610
122
1
1,850
bus+train
4,080
2,796
674
26
526
806.3
26,138
5,164.3
20,167.5
0
1
1
0
0
14
0
1003_2802127
8
12
1,367
1,830
0
712
122
2
1,850
bus+train
4,531
3,197
622
26
474
745.5
27,133.9
6,221
20,167.5
0
1
1
0
0
14
0
1003_2802127
9
12
1,503
1,830
0
1,100
122
1
1,850
bus+train
5,056
3,333
623
26
475
746
27,398.9
6,485.4
20,167.5
0
1
1
0
0
14
0
1003_2802127
10
12
1,834
2,250
0
995
104
1
1,950
bus+train
5,622
4,084
543
26
413
649.4
31,101.7
4,929.3
25,523
0
1
1
0
0
14
0
1003_2802127
11
12
1,026
1,830
0
1,160
122
1
1,850
bus+train
4,712
2,856
696
26
548
833.7
26,299.2
5,298.1
20,167.5
0
1
1
0
0
14
0
1003_2802129
0
14
859
2,250
0
577
30
2
1,850
bus+train
3,743
3,109
57
26
1
66.1
27,992.1
2,403.1
25,523
0
1
1
0
0
52
0
1003_2802129
1
14
2,339
1,830
0
530
63
1
1,850
bus+train
4,789
4,169
90
26
1
106
27,759.9
7,486.4
20,167.5
0
1
1
0
2
52
0.038462
1003_2802129
2
14
970
2,250
0
885
104
1
1,850
bus+train
4,236
3,220
131
26
1
154.9
28,045.3
2,367.5
25,523
0
1
1
0
47
52
0.903846
1003_2802129
3
14
944
2,250
0
702
161
1
1,850
bus+train
4,084
3,194
188
26
1
223.4
28,403.2
2,656.8
25,523
0
1
1
0
2
52
0.038462
1003_2802129
4
14
245
2,640
0
721
152
2
1,850
bus+train
3,833
2,885
227
26
49
270.6
28,843.4
691.4
27,881.3
0
1
1
0
0
52
0
1003_2802129
5
14
1,142
2,250
0
723
104
1
1,850
bus+train
4,481
3,392
366
26
236
436.5
28,281.6
2,322.2
25,523
0
1
1
0
0
52
0
1003_2802129
6
14
724
2,250
0
647
30
2
1,850
bus+train
4,062
2,974
441
26
385
527.1
28,090.8
2,040.8
25,523
0
1
1
0
0
52
0