Datasets:
CAMUS-LAB
/
data-route_choice_simulation

Dataset card Data Studio Files
xet
 Community
1
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_71150
4
14
240
2,070
0
337
160
1
1,650
bus+train
3,117
2,310
470
26
284
561.7
19,565.7
1,355.9
17,648.1
0
1
1
0
0
19
0
1003_71150
5
14
851
1,230
0
424
201
1
1,650
bus+train
3,185
2,081
680
26
453
813.4
17,411.7
5,068.4
11,529.9
0
1
1
0
0
19
0
1003_71150
6
14
765
1,650
0
321
143
1
1,650
bus+train
3,412
2,415
676
26
507
808.7
17,450.7
2,107.6
14,534.4
0
1
1
0
0
19
0
1003_71150
7
14
47
1,890
0
414
199
1
1,650
bus+train
3,066
1,937
715
26
490
854.8
17,211.9
309
16,048.1
0
1
1
0
0
19
0
1003_71150
8
14
917
1,230
0
404
177
1
1,650
bus+train
3,268
2,147
717
26
514
858.6
17,558.7
5,170.3
11,529.9
0
1
1
0
0
19
0
1003_71150
9
14
445
1,650
0
426
150
1
1,650
bus+train
3,252
2,095
731
26
555
873.7
17,492.7
2,084.6
14,534.4
0
1
1
0
0
19
0
1003_71150
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14
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1,890
0
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1
1,650
bus+train
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26
507
874.3
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281
16,048.1
0
1
1
0
0
19
0
1003_71150
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14
384
2,070
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337
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1
1,650
bus+train
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719
26
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860.5
20,622.7
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17,648.1
0
1
1
0
0
19
0
1003_71150
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14
1,095
1,230
0
424
201
1
1,650
bus+train
3,509
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760
26
533
909.1
18,415.7
5,976.7
11,529.9
0
1
1
0
0
19
0
1003_71150
13
14
77
1,890
0
362
243
1
1,650
bus+train
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1,967
825
26
556
987.4
17,218.1
182.6
16,048.1
0
1
1
0
7
19
0.368421
1003_71375
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4
711
0
0
59
0
0
1,500
bus_only
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711
313
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7
374.1
6,289.2
5,915.1
0
0
1
0
0
2
32
1
1003_71375
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4
666
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0
59
0
0
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bus_only
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0
0
1
0
0
0
32
0
1003_71375
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4
767
0
0
59
0
0
1,500
bus_only
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376
816.8
7,060
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0
0
1
0
0
0
32
0
1003_71375
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4
869
0
0
119
0
0
1,500
bus_only
1,912
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924
306
618
1,107.1
7,696.6
6,589.5
0
0
1
0
0
0
32
0
1003_71491
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19
1,065
1,200
0
531
45
1
1,650
bus+train
2,868
2,265
72
26
1
84.8
15,282.2
6,504.7
8,692.7
0
1
1
0
11
14
0.785714
1003_71491
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19
731
960
0
834
126
2
1,550
bus+train
2,680
1,691
155
28
1
185.1
13,869.7
4,357.4
9,327.2
0
1
1
0
0
14
0
1003_71491
2
19
777
960
0
708
206
1
1,550
bus+train
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1,737
235
28
1
280.4
14,216.9
4,609.2
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0
1
1
0
3
14
0.214286
1003_71491
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19
433
1,980
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987
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1
1,650
bus+train
3,679
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26
212
332.1
17,537
2,021.1
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0
1
1
0
0
14
0
1003_71491
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bus+train
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26
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1
1
0
0
14
0
1003_71491
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960
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bus+train
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28
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496.1
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0
1
1
0
0
14
0
1003_71491
6
19
871
960
0
954
182
2
1,550
bus+train
3,218
1,831
433
28
223
517.5
14,191.5
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9,327.2
0
1
1
0
0
14
0
1003_71491
7
19
1,114
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531
45
1
1,650
bus+train
3,314
2,314
469
26
398
561.5
16,112.2
6,857.9
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0
1
1
0
0
14
0
1003_71491
8
19
1,013
1,200
0
531
45
1
1,550
bus+train
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2,213
500
26
429
598.3
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0
1
1
0
0
14
0
1003_71491
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19
408
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987
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1
1,650
bus+train
3,771
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396
26
329
472.3
17,513.8
1,857.8
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0
1
1
0
0
14
0
1003_71491
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19
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960
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954
182
2
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bus+train
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1,903
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609
14,611.9
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0
1
1
0
0
14
0
1003_71491
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19
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0
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126
2
1,550
bus+train
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1,741
552
28
398
661.8
14,699.7
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0
1
1
0
0
14
0
1003_71491
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19
507
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0
927
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1,650
bus+train
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435
26
368
519.8
18,084.2
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15,183.8
0
1
1
0
0
14
0
1003_71491
13
19
827
960
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708
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1
1,550
bus+train
3,127
1,787
632
28
398
757.2
15,046.9
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0
1
1
0
0
14
0
1003_71491
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19
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126
2
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bus+train
3,056
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583
28
429
698.6
14,002
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0
1
1
0
0
14
0
1003_71491
15
19
725
960
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1
1,550
bus+train
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663
28
429
794
14,349.2
4,228
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0
1
1
0
0
14
0
1003_71491
16
19
842
960
0
954
182
2
1,550
bus+train
3,336
1,802
580
28
370
693.7
14,195.5
4,174.6
9,327.2
0
1
1
0
0
14
0
1003_71491
17
19
378
1,980
0
927
41
1
1,650
bus+train
3,886
2,358
601
26
534
718.7
17,567.1
1,664.6
15,183.8
0
1
1
0
0
14
0
1003_71491
18
19
985
960
0
954
182
2
1,550
bus+train
3,637
1,945
738
28
528
883.5
15,110.6
4,899.9
9,327.2
0
1
1
0
0
14
0
1003_71886
0
5
365
1,980
0
465
41
1
1,650
bus+train
3,150
2,345
340
26
273
406.4
17,253.7
1,663.5
15,183.8
0
1
1
0
21
21
1
1003_71886
1
5
307
1,980
0
465
41
1
1,650
bus+train
3,141
2,287
389
26
322
464.8
17,109.9
1,461.2
15,183.8
0
1
1
0
0
21
0
1003_71886
2
5
0
2,130
0
358
0
0
1,650
train_only
3,298
2,130
810
26
784
969.8
17,174
0
16,204.2
0
0
1
0
0
21
0
1003_71886
3
5
448
1,980
0
405
41
1
1,650
bus+train
3,342
2,428
509
26
442
608.2
17,637.9
1,845.9
15,183.8
0
1
1
0
0
21
0
1003_71886
4
5
273
1,980
0
465
41
1
1,650
bus+train
3,541
2,253
823
26
756
984.9
17,393.6
1,224.9
15,183.8
0
1
1
0
0
21
0
1003_72144
0
15
717
1,200
0
315
45
1
1,550
bus+train
2,305
1,917
73
26
2
85.9
12,763
3,984.4
8,692.7
0
1
1
0
10
19
0.526316
1003_72144
1
15
356
1,440
0
329
54
1
1,550
bus+train
2,207
1,796
82
26
2
95.8
12,748.2
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10,564.8
0
1
1
0
4
19
0.210526
1003_72144
2
15
1,401
300
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626
67
1
1,550
bus+train
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278
26
185
330.9
12,114.8
8,750.9
3,033.1
0
1
1
0
0
19
0
1003_72144
3
15
750
1,200
0
341
45
1
1,550
bus+train
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273
26
202
326.5
13,184.2
4,165
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0
1
1
0
5
19
0.263158
1003_72144
4
15
692
1,200
0
315
45
1
1,550
bus+train
2,563
1,892
356
26
285
425.6
12,851
3,732.7
8,692.7
0
1
1
0
0
19
0
1003_72144
5
15
332
1,440
0
329
54
1
1,550
bus+train
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26
285
435.5
12,836.3
1,835.9
10,564.8
0
1
1
0
0
19
0
1003_72144
6
15
1,358
300
0
686
67
1
1,550
bus+train
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1,658
381
26
288
454.1
12,072
8,584.9
3,033.1
0
1
1
0
0
19
0
1003_72144
7
15
506
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0
651
45
1
1,550
bus+train
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26
303
447.2
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0
1
1
0
0
19
0
1003_72144
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15
393
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485
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1
1,550
bus+train
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26
326
485.2
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0
1
1
0
0
19
0
1003_72144
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15
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485
54
1
1,550
bus+train
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26
379
548.4
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1
1
0
0
19
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1003_72144
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15
413
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26
409
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1
1
0
0
19
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1003_72144
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1
1
0
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19
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1003_72144
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1
1
0
0
19
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1003_72144
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1
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bus+train
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1
1
0
0
19
0
1003_72144
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15
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0
215
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1
1,550
bus+train
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26
472
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1
1
0
0
19
0
1003_72173
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360
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351
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1
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bus+train
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10
105.9
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1
1
0
21
22
0.954545
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10
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960
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bus+train
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28
232
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1
1
0
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22
0
1003_72173
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412
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351
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1
1,550
bus+train
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26
168
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1
1
0
0
22
0
1003_72173
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279
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1
1,550
bus+train
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224
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1
1
0
0
22
0
1003_72173
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487
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951
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1,550
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379
538.4
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1
1
0
1
22
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1,312
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1
1
0
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22
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1003_72173
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481
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618.3
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1
1
0
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22
0
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1
0
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22
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1003_72173
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332
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480
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1
1
0
0
22
0
1003_72173
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10
361
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417
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1
1
0
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22
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1003_72174
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bus+train
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26
12
107.9
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1
1
0
31
31
1
1003_72174
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13
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715
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bus+train
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12
346
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1
1
0
0
31
0
1003_72174
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13
376
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978
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1,550
bus+train
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176
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1
1
0
0
31
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1003_72174
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13
347
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650
54
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bus+train
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342
502.6
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1
1
0
0
31
0
1003_72174
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13
501
990
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715
252
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1,550
bus+train
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176
542.4
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0
1
1
0
0
31
0
1003_72174
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13
320
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650
54
1
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bus+train
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26
384
554
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1
1
0
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31
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1003_72174
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795
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590
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1
1
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31
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1003_72174
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bus+train
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1
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1003_72174
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896
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1
1
0
0
31
0
1003_72174
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13
510
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884
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1,550
bus+train
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1,710
681
26
543
815.6
12,466.2
2,957.8
8,692.7
0
1
1
0
0
31
0
1003_72174
10
13
168
1,170
0
1,038
123
2
1,550
bus+train
3,068
1,338
692
26
543
829.1
12,787.8
1,174.6
10,784.1
0
1
1
0
0
31
0
1003_72174
11
13
308
990
0
775
281
1
1,550
bus+train
2,878
1,298
805
26
498
962.8
12,180.7
1,971.5
9,246.4
0
1
1
0
0
31
0
1003_72174
12
13
436
990
0
775
252
1
1,550
bus+train
3,072
1,426
871
26
593
1,042.9
13,157.6
2,868.3
9,246.4
0
1
1
0
0
31
0
1003_72175
0
11
507
1,440
0
388
54
1
1,550
bus+train
2,427
1,947
92
26
12
108.2
13,214.3
2,541.2
10,564.8
0
1
1
0
18
19
0.947368
1003_72175
1
11
540
990
0
256
281
1
1,550
bus+train
2,280
1,530
494
26
187
591.4
12,998
3,160.3
9,246.4
0
1
1
0
0
19
0
1003_72175
2
11
717
1,200
0
763
45
1
1,550
bus+train
2,917
1,917
237
26
166
282.8
13,208.4
4,232.9
8,692.7
0
1
1
0
1
19
0.052632
1003_72175
3
11
461
1,470
0
317
103
1
1,550
bus+train
2,615
1,931
367
26
238
438.2
15,219.7
1,991.8
12,789.8
0
1
1
0
0
19
0
1003_72175
4
11
571
1,440
0
388
54
1
1,550
bus+train
2,779
2,011
380
26
300
453.6
13,829.8
2,811.4
10,564.8
0
1
1
0
0
19
0
1003_72175
5
11
546
1,470
0
317
103
1
1,650
bus+train
2,762
2,016
429
26
300
513
15,563.4
2,260.6
12,789.8
0
1
1
0
0
19
0
1003_72175
6
11
577
1,470
0
317
103
1
1,650
bus+train
2,965
2,047
601
26
472
719.7
15,971.8
2,462.3
12,789.8
0
1
1
0
0
19
0
1003_72175
7
11
390
1,470
0
377
103
1
1,550
bus+train
2,880
1,860
643
26
514
768.5
15,296.4
1,738.1
12,789.8
0
1
1
0
0
19
0
1003_72175
8
11
758
1,200
0
763
45
1
1,550
bus+train
3,339
1,958
618
26
547
740.3
14,015.2
4,582.2
8,692.7
0
1
1
0
0
19
0
1003_72175
9
11
604
990
0
256
281
1
1,550
bus+train
2,625
1,594
775
26
468
927.6
13,602.7
3,428.7
9,246.4
0
1
1
0
0
19
0
1003_72175
10
11
1,583
1,200
0
763
45
1
1,650
bus+train
4,108
2,783
562
26
491
672.5
18,359.9
8,994.7
8,692.7
0
1
1
0
0
19
0
1003_72176
0
25
638
1,440
0
813
54
1
1,550
bus+train
2,972
2,078
81
26
1
94.8
13,471
2,811.4
10,564.8
0
1
1
0
3
22
0.136364
1003_72176
1
25
1,640
300
0
784
67
3
1,550
bus+train
2,818
1,940
94
26
1
110.5
13,238.3
10,094.8
3,033.1
0
1
1
0
0
22
0
1003_72176
2
25
699
1,620
0
614
103
1
1,550
bus+train
3,290
2,319
357
26
228
426.4
14,972.4
2,462.3
12,083.7
0
1
1
0
18
22
0.818182
1003_72176
3
25
1,766
300
0
789
67
3
1,550
bus+train
2,967
2,066
112
26
19
132
13,948.2
10,783.2
3,033.1
0
1
1
0
0
22
0
1003_72176
4
25
1,328
600
0
705
158
2
1,550
bus+train
2,818
1,928
185
26
1
218.5
13,527.7
8,382.3
4,926.9
0
1
1
0
1
22
0.045455
1003_72176
5
25
835
1,200
0
770
117
2
1,550
bus+train
2,967
2,035
162
26
19
191.9
14,038.3
5,153.7
8,692.7
0
1
1
0
0
22
0
1003_72176
6
25
1,732
300
0
789
67
3
1,550
bus+train
3,111
2,032
290
26
197
346.1
13,978.2
10,599
3,033.1
0
1
1
0
0
22
0
1003_72176
7
25
2,402
300
0
701
67
2
1,650
bus+train
3,693
2,702
290
26
197
346.1
17,232.7
13,853.5
3,033.1
0
1
1
0
0
22
0
1003_72176
8
25
801
1,200
0
770
117
2
1,550
bus+train
3,111
2,001
340
26
197
406
14,068.3
4,969.5
8,692.7
0
1
1
0
0
22
0
1003_72176
9
25
558
1,440
0
813
54
1
1,550
bus+train
3,195
1,998
384
26
304
458.8
13,564.9
2,541.2
10,564.8
0
1
1
0
0
22
0
1003_72176
10
25
1,471
1,200
0
682
117
1
1,650
bus+train
3,693
2,671
340
26
197
406
17,322.8
8,224
8,692.7
0
1
1
0
0
22
0
1003_72176
11
25
1,561
840
0
988
43
2
1,550
bus+train
3,690
2,401
301
26
232
358.3
14,585.8
7,628
6,599.5
0
1
1
0
0
22
0
1003_72176
12
25
557
1,620
0
674
103
1
1,550
bus+train
3,271
2,177
420
26
291
501.6
14,577.2
1,991.8
12,083.7
0
1
1
0
0
22
0