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_4178882
1
9
911
1,620
0
755
97
2
1,650
bus+train
3,410
2,531
124
26
1
146.4
17,442.2
2,078.9
15,216.9
0
1
1
0
0
27
0
1003_4178882
2
9
803
1,620
0
791
97
1
1,650
bus+train
3,671
2,423
457
26
334
545.6
17,644.9
1,882.5
15,216.9
0
1
1
0
0
27
0
1003_4178882
3
9
1,071
1,620
0
851
97
1
1,650
bus+train
3,981
2,691
439
26
316
523.8
18,220.8
2,480.1
15,216.9
0
1
1
0
0
27
0
1003_4178882
4
9
808
1,620
0
755
97
2
1,650
bus+train
3,640
2,428
457
26
334
545.6
17,545.3
1,782.8
15,216.9
0
1
1
0
0
27
0
1003_4178882
5
9
974
1,620
0
839
140
2
1,650
bus+train
3,915
2,594
482
26
316
576.3
18,120.1
2,326.9
15,216.9
0
1
1
0
0
27
0
1003_4178882
6
9
1,004
1,620
0
1,423
125
1
1,650
bus+train
4,496
2,624
449
26
298
536.1
18,439.3
2,686.3
15,216.9
0
1
1
0
0
27
0
1003_4178882
7
9
1,586
720
0
778
188
2
1,650
bus+train
3,672
2,306
588
26
374
703.8
16,751.7
8,650.7
7,397.3
0
1
1
0
0
27
0
1003_4178882
8
9
2,154
1,770
0
579
41
1
1,750
bus+train
5,012
3,924
509
26
442
608.5
21,723.9
4,454.3
16,661.1
0
1
1
0
0
27
0
1003_4178939
0
9
239
1,890
0
360
109
1
1,650
bus+train
2,625
2,129
136
26
1
161.4
18,994.8
1,036.8
17,796.6
0
1
1
0
25
25
1
1003_4178939
1
9
168
1,890
0
420
109
1
1,650
bus+train
2,949
2,058
471
26
336
562.2
19,096.1
737.2
17,796.6
0
1
1
0
0
25
0
1003_4178939
2
9
202
1,890
0
390
216
1
1,650
bus+train
2,948
2,092
466
26
224
556.5
18,835.4
482.2
17,796.6
0
1
1
0
0
25
0
1003_4178939
3
9
77
1,890
0
450
216
1
1,650
bus+train
2,915
1,967
498
26
256
594.6
18,649.9
258.7
17,796.6
0
1
1
0
0
25
0
1003_4178939
4
9
100
1,890
0
390
219
1
1,650
bus+train
2,876
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496
26
251
592.7
18,650.8
261.4
17,796.6
0
1
1
0
0
25
0
1003_4178939
5
9
313
1,890
0
360
109
1
1,650
bus+train
3,048
2,203
485
26
350
580.7
19,724.8
1,347.5
17,796.6
0
1
1
0
0
25
0
1003_4178939
6
9
341
1,890
0
360
109
1
1,650
bus+train
3,118
2,231
527
26
392
630.6
19,825.9
1,398.7
17,796.6
0
1
1
0
0
25
0
1003_4178939
7
9
244
1,890
0
351
265
1
1,650
bus+train
3,120
2,134
635
26
344
760.2
19,240.9
684
17,796.6
0
1
1
0
0
25
0
1003_4178939
8
9
150
1,890
0
411
265
1
1,650
bus+train
3,252
2,040
801
26
510
958.3
19,177.2
422.2
17,796.6
0
1
1
0
0
25
0
1003_418
0
5
948
300
0
448
75
1
1,550
bus+train
1,926
1,248
230
26
129
272.2
9,619.8
6,314.5
3,033.1
0
1
1
0
8
226
0.035398
1003_418
1
5
0
1,230
0
190
0
0
1,550
train_only
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1,230
363
346
17
434.1
10,638.1
0
10,204
0
0
1
0
218
226
0.964602
1003_418
2
5
1,686
0
0
133
0
0
1,500
bus_only
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1,686
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344
134
572.5
11,496.6
10,924.1
0
0
1
0
0
0
226
0
1003_418
3
5
1,603
0
0
133
0
0
1,500
bus_only
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1,603
654
344
310
783.5
11,320.6
10,537.1
0
0
1
0
0
0
226
0
1003_418
4
5
1,547
0
0
193
0
0
1,500
bus_only
2,573
1,547
833
344
489
997.7
11,213.7
10,216
0
0
1
0
0
0
226
0
1003_419
0
3
0
1,110
0
212
0
0
1,550
train_only
1,686
1,110
364
346
18
435.9
9,629.5
0
9,193.6
0
0
1
0
116
119
0.97479
1003_419
1
3
489
600
0
382
153
1
1,550
bus+train
1,895
1,089
424
26
245
506
9,094
3,661.2
4,926.9
0
1
1
0
3
119
0.02521
1003_419
2
3
1,171
0
0
279
0
0
1,500
bus_only
2,014
1,171
564
344
220
674.6
9,407.9
8,733.3
0
0
1
0
0
0
119
0
1003_4195085
0
18
1,145
2,580
0
861
89
1
1,850
bus+train
4,709
3,725
123
26
8
144.7
28,637.2
3,897.7
24,594.7
0
1
1
0
0
15
0
1003_4195085
1
18
205
2,670
0
1,101
110
2
1,850
bus+train
4,120
2,875
144
26
8
170.9
26,398
900.3
25,326.7
0
1
1
0
0
15
0
1003_4195085
2
18
3,650
630
0
869
110
1
1,850
bus+train
5,315
4,280
166
26
30
196.7
27,017.5
22,024.4
4,796.4
0
1
1
0
0
15
0
1003_4195085
3
18
278
2,670
0
1,076
100
2
1,850
bus+train
4,151
2,948
127
26
1
149.9
26,382.1
905.6
25,326.7
0
1
1
0
0
15
0
1003_4195085
4
18
251
2,670
0
1,351
110
2
1,850
bus+train
4,488
2,921
216
26
80
257.2
26,407.1
823.2
25,326.7
0
1
1
0
0
15
0
1003_4195085
5
18
372
2,670
0
1,076
100
2
1,850
bus+train
4,486
3,042
368
26
242
438.9
26,886.1
1,120.4
25,326.7
0
1
1
0
0
15
0
1003_4195085
6
18
1,257
2,580
0
801
89
1
1,850
bus+train
5,035
3,837
397
26
282
474.7
29,211.1
4,141.6
24,594.7
0
1
1
0
0
15
0
1003_4195085
7
18
478
2,670
0
1,264
110
2
1,850
bus+train
4,785
3,148
373
26
237
444.9
26,790.6
1,019
25,326.7
0
1
1
0
0
15
0
1003_4195085
8
18
3,513
1,770
0
901
49
1
1,850
bus+train
6,501
5,283
317
26
242
378.2
28,002.8
10,963.5
16,661.1
0
1
1
0
1
15
0.066667
1003_4195085
9
18
1,608
2,010
0
1,091
197
1
1,850
bus+train
5,174
3,618
465
26
242
555.3
27,766
4,457.5
22,753.2
0
1
1
0
14
15
0.933333
1003_4195085
10
18
370
2,670
0
1,351
110
2
1,850
bus+train
4,809
3,040
418
26
282
499.6
26,970.5
1,144.2
25,326.7
0
1
1
0
0
15
0
1003_4195085
11
18
341
2,670
0
1,161
110
2
1,850
bus+train
4,668
3,011
496
26
360
592.3
27,156
1,236.9
25,326.7
0
1
1
0
0
15
0
1003_4195085
12
18
331
2,670
0
1,264
110
2
1,850
bus+train
4,796
3,001
531
26
395
634.6
26,614.2
652.9
25,326.7
0
1
1
0
0
15
0
1003_4195085
13
18
1,359
2,580
0
861
89
1
1,850
bus+train
5,403
3,939
603
26
488
721.2
29,659.8
4,343.9
24,594.7
0
1
1
0
0
15
0
1003_4195085
14
18
160
2,670
0
1,351
110
2
1,850
bus+train
4,771
2,830
590
26
454
706.2
26,523.4
490.6
25,326.7
0
1
1
0
0
15
0
1003_4195085
15
18
1,438
2,010
0
1,244
203
1
1,850
bus+train
5,365
3,448
673
26
444
804.7
27,476.6
3,918.6
22,753.2
0
1
1
0
0
15
0
1003_4195085
16
18
1,235
2,010
0
1,056
309
1
1,850
bus+train
5,072
3,245
771
26
436
922.6
27,345.2
3,669.4
22,753.2
0
1
1
0
0
15
0
1003_4195085
17
18
348
2,310
0
1,632
211
2
1,850
bus+train
4,971
2,658
681
26
444
814
27,909.2
1,338.2
25,757
0
1
1
0
0
15
0
1003_4195093
0
18
1,045
1,830
0
1,029
197
1
1,850
bus+train
4,128
2,875
224
26
1
266.2
25,578.5
2,691.8
22,620.5
0
1
1
0
15
15
1
1003_4195093
1
18
1,606
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0
596
89
1
1,850
bus+train
4,914
4,186
132
26
17
156.2
29,168.6
4,417.7
24,594.7
0
1
1
0
0
15
0
1003_4195093
2
18
1,537
2,160
0
636
122
3
1,850
bus+train
4,608
3,697
275
26
127
328.7
26,839.4
6,118.4
20,392.3
0
1
1
0
0
15
0
1003_4195093
3
18
824
2,580
0
884
202
1
1,850
bus+train
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331
26
103
394.5
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0
1
1
0
0
15
0
1003_4195093
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18
891
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1
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bus+train
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26
240
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1
1
0
0
15
0
1003_4195093
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18
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251
565.3
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0
1
1
0
0
15
0
1003_4195093
6
18
717
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1
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bus+train
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375
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0
1
1
0
0
15
0
1003_4195093
7
18
141
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2
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bus+train
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471
26
316
562
26,271.8
383.1
25,326.7
0
1
1
0
0
15
0
1003_4195093
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18
907
1,830
0
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197
1
1,750
bus+train
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26
345
678.9
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0
1
1
0
0
15
0
1003_4195093
9
18
710
2,580
0
884
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1
1,850
bus+train
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3,290
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26
277
603.1
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0
1
1
0
0
15
0
1003_4195093
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18
1,471
2,580
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596
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1
1,850
bus+train
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540
26
425
645.9
29,285.2
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0
1
1
0
0
15
0
1003_4195093
11
18
645
2,580
0
884
202
1
1,850
bus+train
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603
26
375
721
27,364.5
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0
1
1
0
0
15
0
1003_4195093
12
18
2,540
2,160
0
758
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1
1,850
bus+train
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4,700
477
26
388
570.6
27,599.2
6,636.3
20,392.3
0
1
1
0
0
15
0
1003_4195093
13
18
829
2,580
0
1,241
58
1
1,850
bus+train
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26
470
661.8
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0
1
1
0
0
15
0
1003_4195093
14
18
862
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0
587
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2
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26
491
725.1
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1
1
0
0
15
0
1003_4195093
15
18
1,321
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1,850
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388
738.3
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1
1
0
0
15
0
1003_4195093
16
18
1,136
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365
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1
1
0
0
15
0
1003_4195093
17
18
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1
1
0
0
15
0
1003_4195095
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22
927
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858
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224
26
1
266.2
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0
1
1
0
14
14
1
1003_4195095
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22
276
2,670
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682
182
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1,850
bus+train
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26
41
297
26,334.8
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0
1
1
0
0
14
0
1003_4195095
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22
907
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296
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bus+train
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26
41
320.3
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0
1
1
0
0
14
0
1003_4195095
3
22
437
2,520
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860
125
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1,850
bus+train
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26
8
188.5
25,208.4
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0
1
1
0
0
14
0
1003_4195095
4
22
437
2,670
0
681
129
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1,850
bus+train
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192
26
37
228.8
26,588.5
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0
1
1
0
0
14
0
1003_4195095
5
22
476
2,070
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1,088
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bus+train
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26
8
333
25,319.1
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0
1
1
0
0
14
0
1003_4195095
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22
967
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296
202
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bus+train
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169
473.8
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1
1
0
0
14
0
1003_4195095
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22
350
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682
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169
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1
1
0
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14
0
1003_4195095
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22
361
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920
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bus+train
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380
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229
453.2
25,269.2
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0
1
1
0
0
14
0
1003_4195095
9
22
805
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356
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1,850
bus+train
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3,385
511
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283
610.3
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2,492.3
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0
1
1
0
0
14
0
1003_4195095
10
22
2,300
1,830
0
1,335
63
1
1,850
bus+train
5,789
4,130
324
26
235
386.3
26,264.1
5,710.3
20,167.5
0
1
1
0
0
14
0
1003_4195095
11
22
307
2,670
0
779
182
3
1,850
bus+train
4,174
2,977
418
26
210
499.4
26,550.8
724.7
25,326.7
0
1
1
0
0
14
0
1003_4195095
12
22
207
2,670
0
742
182
2
1,850
bus+train
4,128
2,877
509
26
301
608.3
26,393.4
458.4
25,326.7
0
1
1
0
0
14
0
1003_4195095
13
22
345
2,670
0
741
129
2
1,850
bus+train
4,262
3,015
506
26
351
605
26,666.5
734.8
25,326.7
0
1
1
0
0
14
0
1003_4195095
14
22
916
2,010
0
836
321
1
1,750
bus+train
4,344
2,926
582
26
235
695.9
25,643.9
2,194.7
22,753.2
0
1
1
0
0
14
0
1003_4195095
15
22
381
2,520
0
855
240
2
1,750
bus+train
4,285
2,901
529
26
263
631.6
25,357.1
949.8
23,775.8
0
1
1
0
0
14
0
1003_4195095
16
22
1,151
2,010
0
836
321
1
1,850
bus+train
4,583
3,161
586
26
239
701.2
26,066.3
2,611.9
22,753.2
0
1
1
0
0
14
0
1003_4195095
17
22
1,066
2,010
0
858
197
1
1,850
bus+train
4,577
3,076
643
26
420
769.3
26,214.3
2,691.8
22,753.2
0
1
1
0
0
14
0
1003_4195095
18
22
276
2,520
0
860
125
2
1,750
bus+train
4,299
2,796
643
26
492
768.4
25,356.1
811.9
23,775.8
0
1
1
0
0
14
0
1003_4195095
19
22
1,121
1,830
0
1,266
122
1
1,850
bus+train
4,876
2,951
659
26
511
787.9
27,208.2
6,252.8
20,167.5
0
1
1
0
0
14
0
1003_4195095
20
22
1,392
2,580
0
719
89
1
1,850
bus+train
5,298
3,972
607
26
492
726
28,933.1
3,612.4
24,594.7
0
1
1
0
0
14
0
1003_4195095
21
22
792
2,010
0
918
197
1
1,750
bus+train
4,458
2,802
738
26
515
882.1
25,490.6
1,855.3
22,753.2
0
1
1
0
0
14
0
1003_4195525
0
8
1,151
1,440
0
631
97
1
1,650
bus+train
3,346
2,591
124
26
1
146.1
17,591.1
2,420
15,024.9
0
1
1
0
23
23
1
1003_4195525
1
8
1,058
1,440
0
631
97
1
1,650
bus+train
3,539
2,498
410
26
287
489
17,679.6
2,165.7
15,024.9
0
1
1
0
0
23
0
1003_4195525
2
8
1,325
1,440
0
631
97
1
1,650
bus+train
3,741
2,765
345
26
222
411.1
18,052.4
2,616.5
15,024.9
0
1
1
0
0
23
0
1003_4195525
3
8
1,659
1,440
0
588
99
1
1,650
bus+train
4,155
3,099
468
26
343
560
18,388.6
2,803.8
15,024.9
0
1
1
0
0
23
0
1003_4195525
4
8
1,359
1,440
0
588
99
1
1,650
bus+train
3,898
2,799
511
26
386
609.9
17,902.5
2,267.7
15,024.9
0
1
1
0
0
23
0
1003_4195525
5
8
970
1,440
0
631
97
1
1,650
bus+train
3,639
2,410
598
26
475
715.6
17,703.3
1,962.9
15,024.9
0
1
1
0
0
23
0
1003_4195525
6
8
1,489
1,110
0
681
242
1
1,650
bus+train
3,891
2,599
611
26
343
731.3
17,716.3
6,257
10,728
0
1
1
0
0
23
0
1003_4195525
7
8
1,763
1,440
0
528
99
1
1,650
bus+train
4,390
3,203
659
26
534
789.4
18,867.3
3,053.1
15,024.9
0
1
1
0
0
23
0
1003_4195591
0
16
1,546
300
1,020
1,109
179
4
4,450
bus+train+gtx
4,181
2,866
206
26
1
244.5
35,951.6
7,848.6
3,033.1
24,825.3
1
1
1
8
13
0.615385
1003_4195591
1
16
896
3,000
0
1,053
71
1
2,050
bus+train
5,047
3,896
98
26
1
115.5
35,426.3
4,961.6
30,349.3
0
1
1
0
0
13
0
1003_4195591
2
16
1,555
3,000
0
1,038
39
1
2,050
bus+train
5,716
4,555
123
26
58
146.1
36,008.9
5,513.6
30,349.3
0
1
1
0
0
13
0
1003_4195591
3
16
1,654
300
1,020
1,132
179
4
4,450
bus+train+gtx
4,494
2,974
388
26
183
462.4
37,203.9
8,883.1
3,033.1
24,825.3
1
1
1
0
13
0
1003_4195591
4
16
2,621
690
0
1,463
197
3
2,050
bus+train
5,041
3,311
267
26
44
317.2
36,420.7
30,618.1
5,485.3
0
1
1
0
0
13
0
1003_4195591
5
16
1,120
3,210
0
1,110
45
1
2,150
bus+train
5,694
4,330
254
26
183
301.7
40,644.5
7,151
33,191.8
0
1
1
0
5
13
0.384615
1003_4195591
6
16
2,648
690
0
1,403
197
3
2,050
bus+train
5,106
3,338
365
26
142
435.7
36,663.8
30,742.8
5,485.3
0
1
1
0
0
13
0
1003_4195591
7
16
1,559
300
1,020
1,070
136
4
4,450
bus+train+gtx
4,546
2,879
597
26
435
714.2
36,721.3
8,148.7
3,033.1
24,825.3
1
1
1
0
13
0
1003_4195591
8
16
1,612
300
1,020
1,072
179
4
4,450
bus+train+gtx
4,659
2,932
655
26
450
783.5
37,299.1
8,657.3
3,033.1
24,825.3
1
1
1
0
13
0