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
9972_8639
1
6
543
0
0
295
0
1
1,500
bus_only
840
543
2
1
1
1.2
3,155.8
3,154.6
0
0
1
0
0
4
70
0.057143
9972_8639
2
6
487
0
0
366
0
0
1,500
bus_only
1,108
487
255
1
254
304.4
3,234.1
2,929.8
0
0
1
0
0
0
70
0
9972_8639
3
6
479
0
0
295
0
1
1,500
bus_only
1,029
479
255
1
254
304.4
3,234.1
2,929.8
0
0
1
0
0
0
70
0
9972_8639
4
6
582
0
0
366
0
0
1,500
bus_only
1,297
582
349
1
348
417.7
3,881.4
3,463.6
0
0
1
0
0
0
70
0
9972_8639
5
6
574
0
0
295
0
1
1,500
bus_only
1,218
574
349
1
348
417.7
3,881.4
3,463.6
0
0
1
0
0
0
70
0
9972_8912
0
2
732
0
0
59
0
0
1,500
bus_only
809
732
18
1
17
20.1
5,453.6
5,433.5
0
0
1
0
0
24
24
1
9972_8912
1
2
818
0
0
59
0
0
1,500
bus_only
1,448
818
571
1
570
683.6
6,612.5
5,928.9
0
0
1
0
0
0
24
0
9972_8970
0
3
855
0
0
277
0
0
1,500
bus_only
1,134
855
2
1
1
1.3
5,930.2
5,928.9
0
0
1
0
0
22
22
1
9972_8970
1
3
903
0
0
277
0
0
1,500
bus_only
1,597
903
417
1
416
499.7
6,797.9
6,298.2
0
0
1
0
0
0
22
0
9972_8970
2
3
766
0
0
337
0
0
1,500
bus_only
1,662
766
559
1
558
669.2
6,102.6
5,433.5
0
0
1
0
0
0
22
0
9972_9000416
0
3
634
0
0
330
0
0
1,500
bus_only
971
634
7
1
6
7.4
4,334.5
4,327.1
0
0
1
0
0
33
33
1
9972_9000416
1
3
600
0
0
330
0
0
1,500
bus_only
1,306
600
376
1
375
450.3
4,439.6
3,989.3
0
0
1
0
0
0
33
0
9972_9000416
2
3
676
0
0
390
0
0
1,500
bus_only
1,487
676
421
1
420
503
5,209.8
4,706.8
0
0
1
0
0
0
33
0
9972_9000419
0
3
571
0
0
300
0
0
1,500
bus_only
882
571
11
1
10
12.7
4,002
3,989.3
0
0
1
0
0
66
66
1
9972_9000419
1
3
603
0
0
300
0
0
1,500
bus_only
1,276
603
373
1
372
446.5
4,773.6
4,327.1
0
0
1
0
0
0
66
0
9972_9000419
2
3
540
0
0
360
0
0
1,500
bus_only
1,446
540
546
1
545
653.7
4,162.8
3,509.1
0
0
1
0
0
0
66
0
9972_9000421
0
2
557
0
0
82
0
0
1,500
bus_only
649
557
10
1
9
11.3
3,520.4
3,509.1
0
0
1
0
0
42
42
1
9972_9000421
1
2
600
0
0
82
0
0
1,500
bus_only
1,215
600
533
1
532
638.7
4,628
3,989.3
0
0
1
0
0
0
42
0
9972_9000429
0
4
504
0
0
190
0
1
1,500
bus_only
696
504
2
1
1
1.3
2,801.3
2,800.1
0
0
1
0
0
13
15
0.866667
9972_9000429
1
4
456
0
0
326
0
1
1,500
bus_only
833
456
51
1
50
60
2,817.5
2,757.5
0
0
1
0
0
1
15
0.066667
9972_9000429
2
4
429
0
0
209
0
0
1,500
bus_only
906
429
268
1
267
320
2,801.3
2,481.3
0
0
1
0
0
1
15
0.066667
9972_9000429
3
4
533
0
0
190
0
1
1,500
bus_only
1,022
533
299
1
298
357.7
3,422
3,064.2
0
0
1
0
0
0
15
0
9972_9000430
0
2
424
0
0
261
0
0
1,500
bus_only
691
424
6
1
5
6.3
2,487.6
2,481.3
0
0
1
0
0
55
55
1
9972_9000430
1
2
347
0
0
261
0
0
1,500
bus_only
978
347
370
1
369
442.4
2,593.4
2,151
0
0
1
0
0
0
55
0
9972_9000432
0
6
356
0
0
73
0
0
1,500
bus_only
435
356
6
1
5
6.3
2,157.3
2,151
0
0
1
0
0
64
64
1
9972_9000432
1
6
295
0
0
73
0
0
1,500
bus_only
718
295
350
1
349
418.7
2,258.5
1,839.8
0
0
1
0
0
0
64
0
9972_9000432
2
6
292
0
0
101
0
0
1,500
bus_only
754
292
361
1
360
432
2,417.5
1,985.5
0
0
1
0
0
0
64
0
9972_9000432
3
6
440
0
0
73
0
0
1,500
bus_only
890
440
377
1
376
451.2
2,932.5
2,481.3
0
0
1
0
0
0
64
0
9972_9000432
4
6
378
0
0
41
0
0
1,500
bus_only
934
378
515
1
514
617.5
2,873
2,255.5
0
0
1
0
0
0
64
0
9972_9000432
5
6
253
0
0
41
0
0
1,500
bus_only
841
253
547
1
546
655.7
2,134.3
1,478.6
0
0
1
0
0
0
64
0
9972_9000433
0
5
287
0
0
171
0
0
1,500
bus_only
464
287
6
1
5
6.3
1,846.1
1,839.8
0
0
1
0
0
74
74
1
9972_9000433
1
5
280
0
0
181
0
0
1,500
bus_only
623
280
162
1
161
193.8
2,179.3
1,985.5
0
0
1
0
0
0
74
0
9972_9000433
2
5
348
0
0
171
0
0
1,500
bus_only
873
348
354
1
353
423.4
2,574.4
2,151
0
0
1
0
0
0
74
0
9972_9000433
3
5
243
0
0
171
0
0
1,500
bus_only
826
243
412
1
411
493.2
1,971.8
1,478.6
0
0
1
0
0
0
74
0
9972_9000433
4
5
357
0
0
181
0
0
1,500
bus_only
993
357
455
1
454
544.4
2,799.9
2,255.5
0
0
1
0
0
0
74
0
9972_9001355
0
6
388
0
0
67
0
0
1,500
bus_only
462
388
7
1
6
7.1
2,262.6
2,255.5
0
0
1
0
0
94
155
0.606452
9972_9001355
1
6
322
0
0
67
0
0
1,500
bus_only
698
322
309
1
308
370.1
2,355.6
1,985.5
0
0
1
0
0
0
155
0
9972_9001355
2
6
415
0
0
646
0
0
1,500
bus_only
1,366
415
305
1
304
363.8
2,907
2,543.2
0
0
1
0
0
60
155
0.387097
9972_9001355
3
6
445
0
0
127
0
0
1,500
bus_only
1,000
445
428
1
427
511.9
3,155.5
2,643.6
0
0
1
0
0
0
155
0
9972_9001355
4
6
334
0
0
613
0
0
1,500
bus_only
1,410
334
463
1
462
554.1
2,394
1,839.8
0
0
1
0
0
1
155
0.006452
9972_9001355
5
6
397
0
0
613
0
0
1,500
bus_only
1,535
397
525
1
524
629.3
2,780.3
2,151
0
0
1
0
0
0
155
0
9972_9003078
0
3
436
0
0
387
0
1
1,500
bus_only
836
436
13
1
12
14.4
2,861
2,846.6
0
0
1
0
0
26
128
0.203125
9972_9003078
1
3
370
0
0
252
0
0
1,500
bus_only
888
370
266
1
265
317.8
2,861
2,543.2
0
0
1
0
0
102
128
0.796875
9972_9003078
2
3
460
0
0
447
0
1
1,500
bus_only
1,312
460
405
1
404
484
3,699.9
3,215.9
0
0
1
0
0
0
128
0
9972_9003080
0
5
404
0
0
367
0
0
1,500
bus_only
773
404
2
1
1
1.6
2,544.8
2,543.2
0
0
1
0
0
86
99
0.868687
9972_9003080
1
5
391
0
0
220
0
1
1,500
bus_only
613
391
2
1
1
1.6
2,544.8
2,543.2
0
0
1
0
0
13
99
0.131313
9972_9003080
2
5
375
0
0
195
0
0
1,500
bus_only
836
375
266
1
265
318.2
2,573.7
2,255.5
0
0
1
0
0
0
99
0
9972_9003080
3
5
450
0
0
195
0
0
1,500
bus_only
981
450
336
1
335
401.4
3,045
2,643.6
0
0
1
0
0
0
99
0
9972_9003080
4
5
468
0
0
220
0
1
1,500
bus_only
1,031
468
343
1
342
410.2
3,256.8
2,846.6
0
0
1
0
0
0
99
0
9972_9006143
0
9
614
0
0
856
0
1
1,500
bus_only
1,472
614
2
1
1
1.3
3,563.2
3,561.9
0
0
1
0
0
1
13
0.076923
9972_9006143
1
9
526
0
0
486
0
1
1,500
bus_only
1,396
526
384
1
383
459.7
3,617.4
3,157.7
0
0
1
0
0
0
13
0
9972_9006143
2
9
566
0
0
722
65
2
1,500
bus_only
1,414
566
126
60
1
149.3
4,856.4
4,707.2
0
0
1
0
0
12
13
0.923077
9972_9006143
3
9
514
0
0
916
0
1
1,500
bus_only
1,595
514
165
1
164
195.4
3,611.9
3,416.4
0
0
1
0
0
0
13
0
9972_9006143
4
9
650
0
0
520
65
1
1,500
bus_only
1,414
650
244
178
1
290.6
4,835.4
4,544.8
0
0
1
0
0
0
13
0
9972_9006143
5
9
658
0
0
644
70
2
1,500
bus_only
1,537
658
235
1
164
278.4
5,620.9
5,342.5
0
0
1
0
0
0
13
0
9972_9006143
6
9
550
0
0
580
65
1
1,500
bus_only
1,537
550
407
178
164
484.7
4,884
4,399.4
0
0
1
0
0
0
13
0
9972_9006143
7
9
702
0
0
856
0
1
1,500
bus_only
1,899
702
341
1
340
408.3
4,273.3
3,864.9
0
0
1
0
0
0
13
0
9972_9006143
8
9
492
0
0
916
0
1
1,500
bus_only
1,784
492
376
1
375
450.3
3,666.2
3,215.9
0
0
1
0
0
0
13
0
9972_9006147
0
7
474
0
0
708
0
1
1,500
bus_only
1,184
474
2
1
1
1.1
3,217
3,215.9
0
0
1
0
0
53
56
0.946429
9972_9006147
1
7
504
0
0
416
0
1
1,500
bus_only
1,062
504
142
1
141
168.8
3,326.5
3,157.7
0
0
1
0
0
0
56
0
9972_9006147
2
7
545
0
0
428
60
1
1,500
bus_only
1,220
545
247
1
186
294.3
3,457.9
3,163.6
0
0
1
0
0
0
56
0
9972_9006147
3
7
490
0
0
428
60
1
1,500
bus_only
1,226
490
308
1
247
367.1
3,440.1
3,072.9
0
0
1
0
0
0
56
0
9972_9006147
4
7
452
0
0
416
0
1
1,500
bus_only
1,285
452
417
1
416
499.2
3,345.8
2,846.6
0
0
1
0
0
3
56
0.053571
9972_9006147
5
7
771
0
0
261
96
1
1,500
bus_only
1,594
771
562
1
465
671.9
3,609.9
2,937.9
0
0
1
0
0
0
56
0
9972_9006147
6
7
724
0
0
261
96
1
1,500
bus_only
1,641
724
656
1
559
785.3
3,622.2
2,836.9
0
0
1
0
0
0
56
0
9972_9036637
0
3
738
0
0
361
0
0
1,500
bus_only
1,101
738
2
1
1
1.2
5,275.2
5,274
0
0
1
0
0
35
35
1
9972_9036637
1
3
438
0
0
59
0
0
1,500
bus_only
1,230
438
733
435
298
877.7
4,694.4
3,816.7
0
0
1
0
0
0
35
0
9972_9036637
2
3
506
0
0
228
0
0
1,500
bus_only
1,585
506
851
435
416
1,019.5
5,116.2
4,096.7
0
0
1
0
0
0
35
0
9974_10576
0
4
1,531
0
0
259
0
1
1,500
bus_only
1,792
1,531
2
1
1
0.8
10,479.3
10,478.5
0
0
1
0
0
15
15
1
9974_10576
1
4
1,573
0
0
259
0
1
1,500
bus_only
2,239
1,573
407
1
406
487.3
11,326.1
10,838.9
0
0
1
0
0
0
15
0
9974_10576
2
4
1,008
650
0
590
168
1
1,550
bus+train
2,951
1,658
703
1
534
840.3
14,114.1
6,865.7
6,408
0
1
1
0
0
15
0
9974_10576
3
4
1,008
750
0
530
168
1
1,550
bus+train
3,002
1,758
714
1
545
854.2
14,962.3
6,865.7
7,242.4
0
1
1
0
0
15
0
9974_13322
0
5
486
0
0
188
0
0
1,500
bus_only
686
486
12
1
11
13.2
3,874.2
3,860.9
0
0
1
0
0
120
136
0.882353
9974_13322
1
5
401
0
0
188
0
0
1,500
bus_only
1,096
401
507
1
506
607.2
4,027.9
3,420.7
0
0
1
0
0
0
136
0
9974_13322
2
5
487
0
0
395
0
0
1,500
bus_only
1,333
487
451
1
450
539.2
4,436.7
3,897.5
0
0
1
0
0
16
136
0.117647
9974_13322
3
5
495
0
0
842
0
1
1,500
bus_only
1,646
495
309
1
308
369.6
4,094.9
3,725.3
0
0
1
0
0
0
136
0
9974_13322
4
5
1,126
0
0
402
0
1
1,500
bus_only
2,068
1,126
540
1
539
646.6
7,616.5
6,969.9
0
0
1
0
0
0
136
0
9974_232
0
4
1,914
0
0
450
0
1
1,600
bus_only
2,588
1,914
224
1
223
266.5
15,419.8
15,153.3
0
0
1
0
0
0
14
0
9974_232
1
4
1,870
0
0
390
0
1
1,500
bus_only
2,663
1,870
403
1
402
482.6
15,099.6
14,617
0
0
1
0
0
0
14
0
9974_232
2
4
692
1,140
0
1,124
123
1
1,650
bus+train
3,818
1,832
862
1
738
1,032.4
16,458.2
5,252.7
10,173.1
0
1
1
0
3
14
0.214286
9974_232
3
4
763
1,110
0
531
225
1
1,650
bus+train
3,368
1,873
964
1
738
1,155.2
16,616.7
5,288.4
10,173.1
0
1
1
0
11
14
0.785714
9974_234
0
10
1,605
360
0
530
40
1
1,550
bus+train
2,611
1,965
116
1
75
137
14,421.6
10,927.1
3,357.5
0
1
1
0
7
15
0.466667
9974_234
1
10
599
0
480
964
207
2
3,450
bus+gtx
2,349
1,079
306
1
98
365.2
15,869.2
5,792.6
0
9,711.4
1
0
1
0
15
0
9974_234
2
10
702
810
0
690
123
1
1,550
bus+train
2,370
1,512
168
1
44
199.4
12,825.6
5,252.7
7,373.6
0
1
1
0
8
15
0.533333
9974_234
3
10
1,625
0
0
856
38
1
1,500
bus_only
2,806
1,625
325
1
286
386
13,635.8
13,249.7
0
0
1
0
0
0
15
0
9974_234
4
10
1,569
0
0
796
38
1
1,500
bus_only
2,774
1,569
409
1
370
488.9
13,416.4
12,927.5
0
0
1
0
0
0
15
0
9974_234
5
10
2,709
0
0
481
0
2
1,600
bus_only
3,523
2,709
333
1
332
398.7
16,864.1
16,465.3
0
0
1
0
0
0
15
0
9974_234
6
10
2,927
0
0
867
0
2
1,600
bus_only
4,246
2,927
452
1
451
541
19,161.2
18,620.1
0
0
1
0
0
0
15
0
9974_234
7
10
3,039
0
0
867
0
2
1,600
bus_only
4,347
3,039
441
1
440
528.2
19,711.1
19,183
0
0
1
0
0
0
15
0
9974_234
8
10
3,074
0
0
528
192
1
1,600
bus_only
4,246
3,074
644
1
451
771.1
19,302.6
18,531.5
0
0
1
0
0
0
15
0
9974_234
9
10
3,186
0
0
528
192
1
1,600
bus_only
4,347
3,186
633
1
440
758.3
19,852.6
19,094.3
0
0
1
0
0
0
15
0
9974_236
0
6
1,045
0
0
671
0
2
1,500
bus_only
1,761
1,045
45
1
44
52.6
9,156.8
9,104.2
0
0
1
0
0
0
14
0
9974_236
1
6
598
390
0
607
72
2
1,550
bus+train
1,674
988
79
1
6
92.5
8,829.2
4,505.7
4,231
0
1
1
0
6
14
0.428571
9974_236
2
6
695
570
0
639
123
1
1,550
bus+train
2,034
1,265
130
1
6
154.1
10,816.4
5,252.7
5,409.6
0
1
1
0
8
14
0.571429
9974_236
3
6
990
0
0
611
0
2
1,500
bus_only
1,987
990
386
1
385
461.5
9,182.4
8,720.8
0
0
1
0
0
0
14
0
9974_236
4
6
1,058
650
0
791
168
1
1,550
bus+train
2,915
1,708
416
1
247
495.3
13,769
6,865.7
6,408
0
1
1
0
0
14
0
9974_236
5
6
2,130
0
0
515
37
1
1,500
bus_only
3,191
2,130
546
1
508
653.4
14,894.3
14,241
0
0
1
0
0
0
14
0
9974_71079
0
9
948
0
0
542
0
0
1,500
bus_only
1,505
948
15
1
14
15.1
4,797.7
4,782.5
0
0
1
0
0
19
22
0.863636
9974_71079
1
9
639
80
0
669
14
1
1,550
bus+train
1,430
719
42
1
27
48.7
5,156.1
4,225.2
882.2
0
1
1
0
0
22
0
9974_71079
2
9
785
0
0
500
0
0
1,500
bus_only
1,548
785
263
1
262
313.7
5,479.7
5,166
0
0
1
0
0
1
22
0.045455