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_2806809
10
21
2,225
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751
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1
1,950
bus+train
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514
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409
615
33,408.7
5,354.6
27,439.1
0
1
1
0
0
68
0
1003_2806809
11
21
2,254
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0
751
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1
1,950
bus+train
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514
26
409
614.7
33,576
5,522.1
27,439.1
0
1
1
0
0
68
0
1003_2806809
12
21
1,836
2,190
0
836
79
2
1,950
bus+train
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4,026
514
26
409
615
32,947.2
4,893
27,439.1
0
1
1
0
0
68
0
1003_2806809
13
21
1,859
2,190
0
836
79
2
1,950
bus+train
5,399
4,049
514
26
409
614.7
33,114.4
5,060.6
27,439.1
0
1
1
0
0
68
0
1003_2806809
14
21
1,807
2,190
0
860
170
1
1,950
bus+train
5,462
3,997
605
26
409
724.7
33,309.9
5,146.1
27,439.1
0
1
1
0
0
68
0
1003_2806809
15
21
1,834
2,190
0
860
170
1
1,950
bus+train
5,489
4,024
605
26
409
724.3
33,477.1
5,313.6
27,439.1
0
1
1
0
0
68
0
1003_2806809
16
21
1,638
2,550
0
603
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1
2,050
bus+train
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663
26
447
794.1
37,563.9
5,060.1
31,709.7
0
1
1
0
0
68
0
1003_2806809
17
21
1,598
2,550
0
543
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1
2,050
bus+train
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671
26
455
804.1
37,313.8
4,800
31,709.7
0
1
1
0
0
68
0
1003_2806809
18
21
2,295
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0
751
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1
1,950
bus+train
5,861
4,485
625
26
520
748
33,933
5,745.8
27,439.1
0
1
1
0
0
68
0
1003_2806809
19
21
1,917
2,190
0
836
79
2
1,950
bus+train
5,568
4,107
625
26
520
748
33,471.4
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27,439.1
0
1
1
0
0
68
0
1003_2806809
20
21
1,886
2,190
0
860
170
1
1,950
bus+train
5,652
4,076
716
26
520
857.6
33,834.1
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27,439.1
0
1
1
0
0
68
0
1003_2806811
0
12
1,831
3,000
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645
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1
1,950
bus+train
5,612
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26
6
161.7
32,824.2
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28,399.3
0
1
1
0
21
21
1
1003_2806811
1
12
750
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783
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2
1,950
bus+train
5,113
3,990
340
26
192
405.7
33,109
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1
1
0
0
21
0
1003_2806811
2
12
0
4,110
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1,447
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1
2,050
train_only
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4,110
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26
36
142.9
38,672.3
0
38,529.4
0
0
1
0
0
21
0
1003_2806811
3
12
891
3,240
0
843
122
2
1,950
bus+train
5,213
4,131
239
26
91
283.2
33,247.8
2,547.8
30,416.8
0
1
1
0
0
21
0
1003_2806811
4
12
828
3,240
0
766
122
1
1,950
bus+train
5,128
4,068
294
26
146
349.7
33,053
2,286.6
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0
1
1
0
0
21
0
1003_2806811
5
12
3,231
1,650
0
1,425
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1
2,050
bus+train
6,652
4,881
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26
262
411.9
40,074.5
23,341.8
16,320.8
0
1
1
0
0
21
0
1003_2806811
6
12
2,206
3,000
0
645
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1
1,950
bus+train
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5,206
373
26
243
446
33,328.2
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28,399.3
0
1
1
0
0
21
0
1003_2806811
7
12
1,624
3,000
0
645
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1
1,950
bus+train
5,823
4,624
554
26
424
663.3
32,931.9
3,869.3
28,399.3
0
1
1
0
0
21
0
1003_2806811
8
12
1,067
3,240
0
706
122
1
1,950
bus+train
5,639
4,307
626
26
478
749.2
33,991.8
2,825.8
30,416.8
0
1
1
0
0
21
0
1003_2806811
9
12
1,938
3,240
0
766
122
1
2,050
bus+train
6,505
5,178
561
26
413
670.3
36,330.6
5,243.5
30,416.8
0
1
1
0
0
21
0
1003_2806811
10
12
3,004
1,650
0
1,425
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1
2,050
bus+train
6,670
4,654
591
26
507
706.3
40,019.2
22,992.2
16,320.8
0
1
1
0
0
21
0
1003_2806811
11
12
1,963
3,240
0
706
122
1
2,050
bus+train
6,572
5,203
663
26
515
793.6
36,621.4
5,411.1
30,416.8
0
1
1
0
0
21
0
1003_2807
0
7
1,452
1,980
0
880
47
1
1,750
bus+train
4,581
3,432
269
26
196
319.8
22,188.5
6,684.9
15,183.8
0
1
1
0
0
81
0.142857
1003_2807
1
7
3,097
300
0
606
280
2
1,750
bus+train
4,533
3,397
530
26
224
632.7
21,168.4
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3,033.1
0
1
1
0
0
81
0.142857
1003_2807
2
7
266
2,370
0
1,683
85
1
1,750
bus+train
4,624
2,636
305
26
194
363.4
22,384.6
1,181.7
20,839.5
0
1
1
0
0
81
0.142857
1003_2807
3
7
1,596
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0
940
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1
1,750
bus+train
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349
26
276
415.2
22,665
7,066
15,183.8
0
1
1
0
0
81
0.142857
1003_2807
4
7
176
2,370
0
1,743
85
1
1,750
bus+train
4,678
2,546
389
26
278
464.3
22,069.4
765.6
20,839.5
0
1
1
0
0
81
0.142857
1003_2807
5
7
437
2,370
0
1,616
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1
1,750
bus+train
4,810
2,807
387
26
276
461.4
22,899.3
1,598.4
20,839.5
0
1
1
0
0
81
0.142857
1003_2807
6
7
3,119
300
0
702
280
3
1,750
bus+train
4,662
3,419
541
26
235
646.3
21,354.2
17,674.9
3,033.1
0
1
1
0
0
81
0.142857
1003_2807213
0
12
395
1,830
0
847
63
1
1,750
bus+train
3,162
2,225
90
26
1
106.2
21,495.3
1,221.7
20,167.5
0
1
1
0
18
18
1
1003_2807213
1
12
192
1,830
0
857
122
1
1,750
bus+train
3,028
2,022
149
26
1
177.7
21,495.6
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0
1
1
0
0
18
0
1003_2807213
2
12
329
1,830
0
847
63
1
1,750
bus+train
3,290
2,159
284
26
195
338.7
21,555.6
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0
1
1
0
0
18
0
1003_2807213
3
12
158
1,830
0
857
122
1
1,750
bus+train
3,188
1,988
343
26
195
410.1
21,555.8
978.2
20,167.5
0
1
1
0
0
18
0
1003_2807213
4
12
448
1,830
0
847
63
1
1,750
bus+train
3,481
2,278
356
26
267
425.1
22,051.9
1,459.4
20,167.5
0
1
1
0
0
18
0
1003_2807213
5
12
234
1,830
0
857
122
1
1,750
bus+train
3,336
2,064
415
26
267
496.6
22,052.2
1,388.1
20,167.5
0
1
1
0
0
18
0
1003_2807213
6
12
272
1,830
0
959
122
1
1,750
bus+train
3,664
2,102
603
26
455
721.9
21,605.9
716.5
20,167.5
0
1
1
0
0
18
0
1003_2807213
7
12
519
1,830
0
847
63
1
1,750
bus+train
3,795
2,349
599
26
510
717.2
22,560.4
1,675.7
20,167.5
0
1
1
0
0
18
0
1003_2807213
8
12
354
1,830
0
1,019
122
1
1,750
bus+train
3,879
2,184
676
26
528
809.3
21,889.1
912.4
20,167.5
0
1
1
0
0
18
0
1003_2807213
9
12
161
1,830
0
446
377
1
1,750
bus+train
3,259
1,991
822
26
419
984.3
21,826.2
674.5
20,167.5
0
1
1
0
0
18
0
1003_2807213
10
12
115
1,980
0
657
289
2
1,750
bus+train
3,474
2,095
722
26
407
864.6
22,521
373.9
21,282.6
0
1
1
0
0
18
0
1003_2807213
11
12
79
1,980
0
662
295
2
1,750
bus+train
3,447
2,059
726
26
405
867.9
22,497.4
346.9
21,282.6
0
1
1
0
0
18
0
1003_2808205
0
12
1,717
1,770
0
1,244
85
2
1,850
bus+train
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3,487
112
26
1
132.8
27,435.6
4,631
22,671.8
0
1
1
0
0
20
0
1003_2808205
1
12
1,571
1,770
0
1,244
85
2
1,850
bus+train
4,955
3,341
370
26
259
442
27,514.7
4,400.8
22,671.8
0
1
1
0
0
20
0
1003_2808205
2
12
3,730
630
0
1,989
110
1
1,850
bus+train
6,775
4,360
426
26
290
508.8
27,236.8
21,931.6
4,796.4
0
1
1
0
0
20
0
1003_2808205
3
12
1,878
1,770
0
1,368
85
2
1,850
bus+train
5,404
3,648
388
26
277
464.4
27,958.3
4,822.1
22,671.8
0
1
1
0
0
20
0
1003_2808205
4
12
1,913
1,770
0
1,304
85
2
1,850
bus+train
5,472
3,683
485
26
374
579.4
28,228.8
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22,671.8
0
1
1
0
0
20
0
1003_2808205
5
12
1,585
1,770
0
1,610
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2
1,850
bus+train
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3,355
477
26
366
570
28,350.3
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22,671.8
0
1
1
0
0
20
0
1003_2808205
6
12
3,341
420
0
750
388
1
1,850
bus+train
5,215
3,761
704
26
290
842.3
28,241.2
22,570.2
4,828.7
0
1
1
0
20
20
1
1003_2808205
7
12
3,162
420
0
750
388
1
1,850
bus+train
5,153
3,582
821
26
407
982.2
27,840
22,029.2
4,828.7
0
1
1
0
0
20
0
1003_2808205
8
12
1,496
1,770
0
1,610
85
2
1,850
bus+train
5,521
3,266
645
26
534
772.5
28,340.1
4,895.8
22,671.8
0
1
1
0
0
20
0
1003_2808205
9
12
1,419
1,770
0
1,704
117
2
1,850
bus+train
5,541
3,189
648
26
505
774.7
28,721.6
5,275.1
22,671.8
0
1
1
0
0
20
0
1003_2808205
10
12
3,538
630
0
1,989
110
1
1,850
bus+train
6,811
4,168
654
26
518
781.6
26,968.6
21,390.6
4,796.4
0
1
1
0
0
20
0
1003_2808205
11
12
4,467
630
0
1,884
175
1
1,850
bus+train
7,545
5,097
564
26
363
674.8
28,267.6
22,796.3
4,796.4
0
1
1
0
0
20
0
1003_2808211
0
4
5,166
300
0
779
126
1
1,850
bus+train
6,743
5,466
498
26
346
595.5
28,952.3
25,323.8
3,033.1
0
1
1
0
21
21
1
1003_2808211
1
4
2,804
420
0
329
388
2
1,850
bus+train
4,419
3,224
866
26
452
1,036.7
27,608.7
21,743.3
4,828.7
0
1
1
0
0
21
0
1003_2808211
2
4
4,966
300
0
779
126
1
1,850
bus+train
7,030
5,266
985
26
833
1,179.7
29,145.4
24,932.7
3,033.1
0
1
1
0
0
21
0
1003_2808211
3
4
2,604
420
0
389
388
2
1,850
bus+train
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3,024
1,247
26
833
1,493.6
27,674.5
21,352.2
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0
1
1
0
0
21
0
1003_2808230
0
13
1,526
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0
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85
2
1,850
bus+train
4,715
3,296
112
26
1
132.6
27,721.9
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22,671.8
0
1
1
0
14
14
1
1003_2808230
1
13
3,071
630
0
1,389
110
1
1,850
bus+train
5,521
3,701
431
26
295
514.4
27,278.8
21,967.9
4,796.4
0
1
1
0
0
14
0
1003_2808230
2
13
1,326
1,770
0
1,367
85
2
1,850
bus+train
4,672
3,096
209
26
98
248.7
27,721.9
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22,671.8
0
1
1
0
0
14
0
1003_2808230
3
13
1,800
1,770
0
1,307
85
2
1,850
bus+train
5,212
3,570
335
26
224
400.3
28,669.5
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22,671.8
0
1
1
0
0
14
0
1003_2808230
4
13
1,592
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0
1,307
85
2
1,850
bus+train
5,110
3,362
441
26
330
527.4
28,409.6
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22,671.8
0
1
1
0
0
14
0
1003_2808230
5
13
1,913
1,770
0
1,295
117
3
1,850
bus+train
5,379
3,683
401
26
258
478.8
29,845.7
6,695.1
22,671.8
0
1
1
0
0
14
0
1003_2808230
6
13
1,568
1,770
0
1,901
85
2
1,850
bus+train
5,682
3,338
443
26
332
529.4
28,399.2
5,197.9
22,671.8
0
1
1
0
0
14
0
1003_2808230
7
13
1,689
1,770
0
1,307
85
2
1,850
bus+train
5,284
3,459
518
26
407
620.3
28,657
5,364.9
22,671.8
0
1
1
0
0
14
0
1003_2808230
8
13
1,824
1,770
0
988
117
2
1,850
bus+train
5,161
3,594
579
26
436
691.3
29,845.7
6,482.6
22,671.8
0
1
1
0
0
14
0
1003_2808230
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13
1,976
1,770
0
928
117
2
1,850
bus+train
5,250
3,746
576
26
433
688.6
30,263.4
6,903
22,671.8
0
1
1
0
0
14
0
1003_2808230
10
13
3,336
630
0
1,389
110
1
1,850
bus+train
5,959
3,966
604
26
468
721.2
28,277.9
22,760.2
4,796.4
0
1
1
0
0
14
0
1003_2808230
11
13
2,200
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0
928
117
2
1,950
bus+train
5,552
3,970
654
26
511
782.1
30,838.2
7,384.3
22,671.8
0
1
1
0
0
14
0
1003_2808230
12
13
510
1,999
0
1,365
468
4
1,850
bus+train
4,784
2,509
910
26
416
1,088.7
28,930.8
2,338.9
25,503.2
0
1
1
0
0
14
0
1003_2808424
0
9
3,267
300
0
768
77
2
1,850
bus+train
4,443
3,567
108
26
5
126.2
28,052.4
24,893.2
3,033.1
0
1
1
0
0
15
0
1003_2808424
1
9
1,047
1,770
0
1,664
85
2
1,850
bus+train
4,837
2,817
356
26
245
425.2
26,866.4
3,769.4
22,671.8
0
1
1
0
0
15
0
1003_2808424
2
9
4,725
300
0
1,973
126
1
1,850
bus+train
7,155
5,025
157
26
5
186.4
27,767.2
24,547.8
3,033.1
0
1
1
0
15
15
1
1003_2808424
3
9
1,338
1,770
0
1,664
85
2
1,850
bus+train
5,175
3,108
403
26
292
481.3
27,399.4
4,246.2
22,671.8
0
1
1
0
0
15
0
1003_2808424
4
9
3,404
300
0
828
77
2
1,850
bus+train
5,068
3,704
536
26
433
640
28,951.2
25,278.1
3,033.1
0
1
1
0
0
15
0
1003_2808424
5
9
1,011
1,770
0
2,048
117
2
1,850
bus+train
5,306
2,781
477
26
334
568.7
27,566.5
4,325.9
22,671.8
0
1
1
0
0
15
0
1003_2808424
6
9
1,427
1,770
0
1,724
85
2
1,850
bus+train
5,437
3,197
516
26
405
617.4
27,654.7
4,365.5
22,671.8
0
1
1
0
0
15
0
1003_2808424
7
9
1,582
1,770
0
1,664
85
2
1,850
bus+train
5,668
3,352
652
26
541
780.3
27,994.1
4,542
22,671.8
0
1
1
0
0
15
0
1003_2808424
8
9
4,882
300
0
2,033
126
1
1,850
bus+train
7,800
5,182
585
26
433
700.2
28,666
24,932.7
3,033.1
0
1
1
0
0
15
0
1003_2808611
0
13
633
2,400
0
884
79
2
1,850
bus+train
4,023
3,033
106
26
1
125.2
29,139.7
1,299.3
27,715.2
0
1
1
0
4
26
0.153846
1003_2808611
1
13
197
2,504
0
1,018
168
3
1,850
bus+train
3,914
2,701
195
26
1
231.6
29,241
508.8
28,500.6
0
1
1
0
4
26
0.153846
1003_2808611
2
13
643
3,000
0
734
79
1
1,850
bus+train
4,483
3,643
106
26
1
125.2
29,823.8
1,299.3
28,399.3
0
1
1
0
18
26
0.692308
1003_2808611
3
13
563
3,000
0
554
170
1
1,850
bus+train
4,314
3,563
197
26
1
234.9
29,803.7
1,169.6
28,399.3
0
1
1
0
0
26
0
1003_2808611
4
13
560
2,400
0
884
79
2
1,850
bus+train
4,121
2,960
277
26
172
330.3
29,192.4
1,146.9
27,715.2
0
1
1
0
0
26
0
1003_2808611
5
13
574
3,000
0
734
79
1
1,850
bus+train
4,585
3,574
277
26
172
330.3
29,876.5
1,146.9
28,399.3
0
1
1
0
0
26
0
1003_2808611
6
13
491
3,000
0
554
170
1
1,850
bus+train
4,413
3,491
368
26
172
439.9
29,856.4
1,017.2
28,399.3
0
1
1
0
0
26
0
1003_2808611
7
13
122
2,504
0
1,018
168
3
1,850
bus+train
4,010
2,626
366
26
172
436.6
29,293.7
356.4
28,500.6
0
1
1
0
0
26
0
1003_2808611
8
13
644
3,000
0
554
170
1
1,850
bus+train
4,647
3,644
449
26
253
537.6
30,331.9
1,395
28,399.3
0
1
1
0
0
26
0
1003_2808611
9
13
1,123
3,240
0
800
74
1
1,950
bus+train
5,530
4,363
367
26
267
437.9
34,118.8
3,264.2
30,416.8
0
1
1
0
0
26
0
1003_2808611
10
13
747
2,400
0
884
79
2
1,850
bus+train
4,502
3,147
471
26
366
563.2
29,902.9
1,624.4
27,715.2
0
1
1
0
0
26
0
1003_2808611
11
13
756
3,000
0
734
79
1
1,950
bus+train
4,961
3,756
471
26
366
563.2
30,586.9
1,624.4
28,399.3
0
1
1
0
0
26
0
1003_2808611
12
13
1,322
3,240
0
860
74
1
1,950
bus+train
5,956
4,562
534
26
434
638.1
34,849.2
3,794.4
30,416.8
0
1
1
0
0
26
0
1003_2808842
0
10
1,643
1,770
0
859
85
2
1,850
bus+train
4,847
3,413
575
26
464
688.6
27,991.4
4,631
22,671.8
0
1
1
0
0
14
0
1003_2808842
1
10
1,507
1,770
0
799
85
2
1,850
bus+train
4,873
3,277
797
26
686
954.1
28,026.7
4,400.8
22,671.8
0
1
1
0
0
14
0
1003_2808842
2
10
1,726
1,770
0
1,399
85
2
1,850
bus+train
5,397
3,496
502
26
391
600.2
28,094.1
4,822.1
22,671.8
0
1
1
0
0
14
0
1003_2808842
3
10
1,741
1,770
0
937
106
3
1,850
bus+train
4,958
3,511
510
26
378
610.1
28,220.1
4,938.1
22,671.8
0
1
1
0
0
14
0
1003_2808842
4
10
1,594
1,770
0
1,459
85
2
1,850
bus+train
5,425
3,364
602
26
491
720.4
27,934.2
4,542
22,671.8
0
1
1
0
0
14
0
1003_2808842
5
10
1,872
1,770
0
937
106
3
1,850
bus+train
5,180
3,642
601
26
469
719.3
28,543.3
5,152.2
22,671.8
0
1
1
0
0
14
0
1003_2808842
6
10
1,453
1,770
0
1,459
85
2
1,850
bus+train
5,417
3,223
735
26
624
879.3
27,916.7
4,365.5
22,671.8
0
1
1
0
0
14
0