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_3759
12
15
1,263
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183
1
1,850
bus+train
4,359
3,093
682
26
473
816.5
26,041.5
2,604.5
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0
1
1
0
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148
0
1003_3759
13
15
1,337
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1
1,850
bus+train
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3,167
702
26
473
839.6
26,034.9
2,574.8
22,620.5
0
1
1
0
0
148
0
1003_3759
14
15
1,900
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1
1,850
bus+train
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3,730
673
26
444
805.7
27,176.8
3,750.7
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0
1
1
0
0
148
0
1003_3760
0
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0
2,680
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617
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1
1,850
train_only
3,446
2,680
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26
7
177.5
25,766.4
0
25,588.9
0
0
1
0
203
203
1
1003_3760
1
20
1,267
1,830
0
782
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2
1,850
bus+train
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3,097
298
26
150
355.6
26,493.9
5,970.8
20,167.5
0
1
1
0
0
203
0
1003_3760
2
20
1,721
1,830
0
689
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1
1,750
bus+train
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3,551
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26
401
736.9
25,474.4
4,570
20,167.5
0
1
1
0
0
203
0
1003_3760
3
20
1,583
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0
782
122
2
1,850
bus+train
4,672
3,413
477
26
329
570.4
27,130.7
6,392.8
20,167.5
0
1
1
0
0
203
0
1003_3760
4
20
1,267
2,010
0
1,065
203
1
1,750
bus+train
4,938
3,277
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26
367
711.2
25,499.5
2,035.1
22,753.2
0
1
1
0
0
203
0
1003_3760
5
20
1,203
1,830
0
842
122
2
1,850
bus+train
4,486
3,033
611
26
463
731.6
26,582.8
5,683.7
20,167.5
0
1
1
0
0
203
0
1003_3760
6
20
1,410
1,830
0
1,001
122
3
1,850
bus+train
4,744
3,240
503
26
355
602.6
27,188.5
6,418.5
20,167.5
0
1
1
0
0
203
0
1003_3760
7
20
1,546
1,830
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680
122
2
1,850
bus+train
4,667
3,376
611
26
463
732
27,633.9
6,734.5
20,167.5
0
1
1
0
0
203
0
1003_3760
8
20
1,112
2,280
0
1,100
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1
1,750
bus+train
5,091
3,392
599
26
414
716.8
25,216.1
2,993
21,506.3
0
1
1
0
0
203
0
1003_3760
9
20
1,318
2,010
0
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203
1
1,750
bus+train
5,032
3,328
639
26
410
763.2
25,648
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22,753.2
0
1
1
0
0
203
0
1003_3760
10
20
1,079
2,010
0
1,100
262
1
1,850
bus+train
4,891
3,089
702
26
414
841.1
25,980.3
2,386
22,753.2
0
1
1
0
0
203
0
1003_3760
11
20
1,628
2,580
0
1,124
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1
1,850
bus+train
5,910
4,208
578
26
463
692.1
30,212.5
4,925.7
24,594.7
0
1
1
0
0
203
0
1003_3760
12
20
1,352
2,010
0
1,005
203
1
1,750
bus+train
5,079
3,362
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26
483
851.5
25,842.3
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22,753.2
0
1
1
0
0
203
0
1003_3760
13
20
2,044
2,250
0
579
147
1
1,950
bus+train
5,540
4,294
667
26
494
798.6
31,922.1
5,600.5
25,523
0
1
1
0
0
203
0
1003_3760
14
20
736
2,010
0
1,100
262
1
1,750
bus+train
4,628
2,746
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26
494
936.6
25,346.7
1,656.8
22,753.2
0
1
1
0
0
203
0
1003_3760
15
20
1,486
1,830
0
867
122
2
1,850
bus+train
4,890
3,316
707
26
559
846.9
26,539.8
5,525.4
20,167.5
0
1
1
0
0
203
0
1003_3760
16
20
1,191
2,010
0
639
338
1
1,850
bus+train
4,667
3,201
827
26
463
991
26,984.2
3,239.9
22,753.2
0
1
1
0
0
203
0
1003_3760
17
20
1,549
2,580
0
1,115
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1
1,850
bus+train
5,880
4,129
636
26
559
761.1
29,249.2
3,893.4
24,594.7
0
1
1
0
0
203
0
1003_3760
18
20
1,190
2,280
0
1,100
159
1
1,750
bus+train
5,314
3,470
744
26
559
890.3
25,539.6
3,143
21,506.3
0
1
1
0
0
203
0
1003_3760
19
20
887
2,010
0
955
286
1
1,750
bus+train
4,723
2,897
871
26
559
1,043.4
25,554.5
1,757.9
22,753.2
0
1
1
0
0
203
0
1003_3761
0
21
0
2,520
0
495
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1
1,750
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2,520
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26
6
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23,873.6
0
23,775.8
0
0
1
0
78
78
1
1003_3761
1
21
0
2,190
0
574
122
1
1,750
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3,034
2,190
270
26
122
321.7
25,080.7
0
24,759.1
0
0
1
0
0
78
0
1003_3761
2
21
999
1,830
0
372
122
1
1,850
bus+train
3,600
2,829
399
26
251
477.8
26,160.9
5,515.7
20,167.5
0
1
1
0
0
78
0
1003_3761
3
21
928
1,830
0
372
122
1
1,850
bus+train
3,556
2,758
426
26
278
509.5
25,808.9
5,131.9
20,167.5
0
1
1
0
0
78
0
1003_3761
4
21
613
2,010
0
276
203
1
1,750
bus+train
3,406
2,623
507
26
278
605.8
24,973.8
1,614.8
22,753.2
0
1
1
0
0
78
0
1003_3761
5
21
752
2,010
0
334
203
2
1,750
bus+train
3,569
2,762
473
26
244
565.1
25,206.7
1,888.4
22,753.2
0
1
1
0
0
78
0
1003_3761
6
21
438
2,010
0
310
309
1
1,750
bus+train
3,371
2,448
613
26
278
733
24,901.3
1,415.1
22,753.2
0
1
1
0
0
78
0
1003_3761
7
21
811
2,010
0
336
203
1
1,750
bus+train
3,812
2,821
655
26
426
783.6
25,778.1
2,241.3
22,753.2
0
1
1
0
0
78
0
1003_3761
8
21
1,902
1,830
0
367
63
1
1,850
bus+train
4,709
3,732
610
26
521
729.3
25,938.9
5,042.2
20,167.5
0
1
1
0
0
78
0
1003_3761
9
21
622
2,010
0
392
197
1
1,750
bus+train
3,766
2,632
742
26
519
888.3
25,095.2
1,453.7
22,753.2
0
1
1
0
0
78
0
1003_3761
10
21
1,505
2,580
0
681
51
1
1,850
bus+train
5,341
4,085
575
26
498
687.6
29,175.7
3,893.4
24,594.7
0
1
1
0
0
78
0
1003_3761
11
21
1,378
2,580
0
621
51
1
1,850
bus+train
5,179
3,958
600
26
523
718.2
28,908.3
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24,594.7
0
1
1
0
0
78
0
1003_3761
12
21
632
2,010
0
405
203
2
1,750
bus+train
3,797
2,642
750
26
521
897
25,114.4
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22,753.2
0
1
1
0
0
78
0
1003_3761
13
21
1,470
1,830
0
912
122
2
1,850
bus+train
4,858
3,300
646
26
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773.4
26,466.2
5,525.4
20,167.5
0
1
1
0
0
78
0
1003_3761
14
21
898
2,010
0
486
286
1
1,750
bus+train
4,204
2,908
810
26
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969.9
25,481
1,757.9
22,753.2
0
1
1
0
0
78
0
1003_3761
15
21
1,326
1,830
0
852
122
2
1,850
bus+train
4,679
3,156
671
26
523
804
26,198.8
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20,167.5
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1
1
0
0
78
0
1003_3761
16
21
764
2,010
0
426
286
1
1,750
bus+train
4,035
2,774
835
26
523
1,000.5
25,213.6
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22,753.2
0
1
1
0
0
78
0
1003_3761
17
21
790
2,010
0
498
309
1
1,750
bus+train
4,131
2,800
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26
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996.9
25,558.6
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0
1
1
0
0
78
0
1003_3761
18
21
1,166
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2
1,850
bus+train
4,519
2,996
704
26
556
843.7
26,694.9
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1
1
0
0
78
0
1003_3761
19
21
851
2,010
0
334
203
2
1,750
bus+train
3,980
2,861
785
26
556
940
25,859.8
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0
1
1
0
0
78
0
1003_3761
20
21
646
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438
309
1
1,750
bus+train
3,952
2,656
858
26
523
1,027.5
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1
1
0
0
78
0
1003_3762
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17
0
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1
1,850
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26
1
170
28,214.4
0
28,044.4
0
0
1
0
196
196
1
1003_3762
1
17
0
2,310
0
619
216
2
1,850
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243
26
1
289.1
26,599.2
0
26,310
0
0
1
0
0
196
0
1003_3762
2
17
1,271
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0
368
197
1
1,850
bus+train
3,937
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288
26
65
343.5
26,433.7
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0
1
1
0
0
196
0
1003_3762
3
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1,244
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0
547
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1
1,850
bus+train
3,955
3,074
334
26
186
399
27,570.1
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20,167.5
0
1
1
0
0
196
0
1003_3762
4
17
950
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358
309
1
1,850
bus+train
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26
60
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0
1
1
0
0
196
0
1003_3762
5
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1,272
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547
122
1
1,850
bus+train
4,133
3,102
484
26
336
579.1
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0
1
1
0
0
196
0
1003_3762
6
17
479
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518
280
2
1,850
bus+train
3,679
2,669
492
26
186
587.2
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24,759.1
0
1
1
0
0
196
0
1003_3762
7
17
1,099
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428
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1
1,850
bus+train
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575
26
352
687.2
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22,753.2
0
1
1
0
0
196
0
1003_3762
8
17
1,157
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607
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1
1,850
bus+train
4,172
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578
26
430
691.9
27,303.7
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0
1
1
0
0
196
0
1003_3762
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17
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358
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1
1,850
bus+train
4,020
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26
289
745.9
26,800.9
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1
1
0
0
196
0
1003_3762
10
17
423
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692
280
2
1,850
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26
336
767.3
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24,759.1
0
1
1
0
0
196
0
1003_3762
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17
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358
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1
1,850
bus+train
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26
430
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1
1
0
0
196
0
1003_3762
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17
198
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578
280
2
1,850
bus+train
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26
430
880.1
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24,759.1
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1
1
0
0
196
0
1003_3762
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17
1,417
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368
197
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1,850
bus+train
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491
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1
1
0
0
196
0
1003_3762
14
17
1,307
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544
203
1
1,850
bus+train
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26
542
922.8
26,783.8
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22,753.2
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1
1
0
0
196
0
1003_3762
15
17
500
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700
280
2
1,850
bus+train
4,205
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26
509
974.2
27,435.5
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24,759.1
0
1
1
0
0
196
0
1003_3762
16
17
416
2,190
0
749
280
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1,850
bus+train
4,170
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26
509
974.2
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24,759.1
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1
1
0
0
196
0
1003_3763
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9
0
2,880
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1
1,850
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26
1
91.7
27,857.6
0
27,765.9
0
0
1
0
105
105
1
1003_3763
1
9
0
3,100
0
511
416
2
2,050
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4,065
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454
26
12
542.3
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0
38,157.2
0
0
1
0
0
105
0
1003_3763
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9
837
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0
708
203
1
1,850
bus+train
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3,267
535
26
306
639.1
29,164.9
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22,978
0
1
1
0
0
105
0
1003_3763
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9
1,577
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696
147
1
1,950
bus+train
5,583
4,307
580
26
407
693.9
31,722.4
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26,022.8
0
1
1
0
0
105
0
1003_3763
4
9
938
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0
648
203
1
1,850
bus+train
4,615
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599
26
370
716.8
29,847
6,152.2
22,978
0
1
1
0
0
105
0
1003_3763
5
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1,509
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799
147
1
1,950
bus+train
5,646
4,239
608
26
435
727.7
32,672
5,921.5
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0
1
1
0
0
105
0
1003_3763
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3,237
630
0
1,252
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1
3,400
bus+train
5,810
3,867
691
26
555
826.5
30,843.6
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1
1
0
0
105
0
1003_3763
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1,561
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bus+train
5,629
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26
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727.7
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1
1
0
0
105
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1003_3763
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9
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1,950
bus+train
5,850
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485
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1
1
0
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105
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1003_406
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3
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bus+train
4,288
3,287
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26
9
127.6
33,163.9
623.9
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1
1
0
0
36
0
1003_406
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3
0
3,360
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1,950
train_only
4,288
3,360
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26
9
210.7
33,599.1
0
33,388.4
0
0
1
0
36
36
1
1003_406
2
3
0
3,270
0
663
0
0
1,950
train_only
4,288
3,270
355
346
9
425.2
33,386.5
0
32,961.3
0
0
1
0
0
36
0
1003_408
0
5
0
3,210
0
462
65
1
1,850
train_only
3,852
3,210
180
26
89
213.1
27,510.1
0
27,297
0
0
1
0
31
32
0.96875
1003_408
1
5
0
2,850
0
567
0
0
1,850
train_only
3,852
2,850
435
346
89
520.4
25,691
0
25,170.6
0
0
1
0
1
32
0.03125
1003_408
2
5
775
2,370
0
599
73
2
1,850
bus+train
4,027
3,145
283
26
184
337.8
25,418.1
3,334.2
21,746
0
1
1
0
0
32
0
1003_408
3
5
684
2,370
0
659
73
2
1,750
bus+train
4,254
3,054
541
26
442
647.3
25,422.5
3,029.2
21,746
0
1
1
0
0
32
0
1003_408
4
5
797
2,370
0
543
82
2
1,850
bus+train
4,295
3,167
585
26
477
700.1
25,789
3,342.9
21,746
0
1
1
0
0
32
0
1003_409
0
2
0
2,610
0
376
142
1
1,750
train_only
3,158
2,610
172
26
4
204.3
22,522.5
0
22,318.2
0
0
1
0
45
45
1
1003_409
1
2
0
2,520
0
288
0
0
1,750
train_only
3,158
2,520
350
346
4
418.8
22,309.9
0
21,891.1
0
0
1
0
0
45
0
1003_410
0
2
0
2,430
0
283
142
1
1,750
train_only
2,934
2,430
221
26
53
262.8
21,428.8
0
21,166
0
0
1
0
158
158
1
1003_410
1
2
0
2,340
0
195
0
0
1,750
train_only
2,934
2,340
399
346
53
477.3
21,216.2
0
20,738.9
0
0
1
0
0
158
0
1003_4100221
0
18
2,095
420
0
901
115
2
1,650
bus+train
3,559
2,515
143
26
2
168.9
19,426.9
14,429.3
4,828.7
0
1
1
0
0
19
0
1003_4100221
1
18
1,142
1,170
0
732
272
2
1,650
bus+train
3,342
2,312
298
26
0
354.7
20,334.5
9,207.3
10,772.5
0
1
1
0
0
19
0
1003_4100221
2
18
2,005
780
0
412
334
1
1,750
bus+train
3,559
2,785
362
26
2
431.8
20,735.1
13,938.1
6,365.3
0
1
1
0
0
19
0
1003_4100221
3
18
2,375
1,830
0
963
34
1
1,850
bus+train
5,418
4,205
250
26
190
297.3
27,699.1
7,234.4
20,167.5
0
1
1
0
5
19
0.263158
1003_4100221
4
18
1,818
1,440
0
950
81
1
1,750
bus+train
4,512
3,258
304
26
197
362.4
23,780.4
8,393.1
15,024.9
0
1
1
0
0
19
0
1003_4100221
5
18
2,185
420
0
901
115
2
1,650
bus+train
3,942
2,605
436
26
295
520.4
20,064.8
14,715.7
4,828.7
0
1
1
0
0
19
0
1003_4100221
6
18
1,881
1,440
0
1,021
81
2
1,750
bus+train
4,639
3,321
297
26
190
354
24,096.4
8,717.5
15,024.9
0
1
1
0
14
19
0.736842
1003_4100221
7
18
2,243
1,440
0
916
81
1
1,750
bus+train
4,951
3,683
352
26
245
420
25,291.8
9,847
15,024.9
0
1
1
0
0
19
0
1003_4100221
8
18
1,903
1,440
0
1,010
81
1
1,750
bus+train
4,743
3,343
390
26
283
465.6
24,289.5
8,799
15,024.9
0
1
1
0
0
19
0
1003_4100221
9
18
2,273
1,440
0
916
81
1
1,750
bus+train
5,023
3,713
394
26
287
470.8
25,443.3
9,947.6
15,024.9
0
1
1
0
0
19
0
1003_4100221
10
18
2,706
1,770
0
616
19
1
1,750
bus+train
5,456
4,476
364
26
319
434.5
24,949.3
7,853.7
16,661.1
0
1
1
0
0
19
0
1003_4100221
11
18
1,251
1,170
0
792
272
2
1,750
bus+train
3,791
2,421
578
26
280
689.3
20,935.6
9,473.8
10,772.5
0
1
1
0
0
19
0
1003_4100221
12
18
2,095
780
0
412
334
1
1,750
bus+train
3,942
2,875
655
26
295
783.3
21,373.1
14,224.5
6,365.3
0
1
1
0
0
19
0
1003_4100221
13
18
1,932
1,440
0
1,083
81
2
1,750
bus+train
4,892
3,372
437
26
330
522.6
24,405.1
8,857.6
15,024.9
0
1
1
0
0
19
0
1003_4100221
14
18
3,428
0
0
715
13
1
1,700
bus_only
4,765
3,428
622
306
303
745.1
24,522.8
23,777.7
0
0
1
0
0
0
19
0
1003_4100221
15
18
2,307
1,440
0
916
81
1
1,850
bus+train
5,162
3,747
499
26
392
596.7
25,693.8
10,072.2
15,024.9
0
1
1
0
0
19
0
1003_4100221
16
18
1,968
1,440
0
1,010
81
1
1,750
bus+train
4,975
3,408
557
26
450
664.4
24,787.2
9,097.9
15,024.9
0
1
1
0
0
19
0
1003_4100221
17
18
3,055
0
0
742
105
1
1,700
bus_only
4,511
3,055
714
306
303
855.3
22,634.5
21,779.1
0
0
1
0
0
0
19
0