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
9926_8478
1
7
352
0
0
327
0
0
1,500
bus_only
970
352
291
1
290
347.3
2,596.6
2,249.3
0
0
1
0
0
0
79
0
9926_8478
2
7
781
0
0
537
0
0
1,500
bus_only
1,676
781
358
31
327
428.1
4,455
4,026.9
0
0
1
0
0
0
79
0
9926_8478
3
7
508
0
0
402
0
1
1,500
bus_only
1,238
508
328
1
327
391.3
3,175.1
2,783.8
0
0
1
0
0
0
79
0
9926_8478
4
7
418
0
0
327
0
0
1,500
bus_only
1,181
418
436
1
435
520.1
3,329.4
2,809.3
0
0
1
0
0
0
79
0
9926_8478
5
7
371
0
0
342
0
1
1,500
bus_only
1,192
371
479
1
478
573.9
2,648.8
2,074.9
0
0
1
0
0
0
79
0
9926_8478
6
7
411
0
0
470
40
1
1,500
bus_only
1,472
411
591
1
550
706.7
3,175.1
2,468.4
0
0
1
0
0
0
79
0
9926_8501373
0
6
1,057
0
0
210
0
0
1,500
bus_only
1,269
1,057
2
1
1
0.8
4,848
4,847.2
0
0
1
0
0
47
47
1
9926_8501373
1
6
145
370
0
473
51
1
1,550
bus+train
1,480
515
492
1
440
588
4,986.2
674.2
3,724
0
1
1
0
0
47
0
9926_8501373
2
6
1,079
0
0
270
0
0
1,500
bus_only
1,592
1,079
243
1
242
289.4
5,353.7
5,064.3
0
0
1
0
0
0
47
0
9926_8501373
3
6
1,018
0
0
270
0
0
1,500
bus_only
1,606
1,018
318
1
317
378.9
4,914.4
4,535.5
0
0
1
0
0
0
47
0
9926_8501373
4
6
1,113
0
0
210
0
0
1,500
bus_only
1,707
1,113
384
1
383
459.1
5,646.2
5,187.1
0
0
1
0
0
0
47
0
9926_8501373
5
6
943
0
0
270
0
0
1,500
bus_only
1,723
943
510
1
509
609.6
4,964.6
4,355
0
0
1
0
0
0
47
0
9926_8501741
0
8
512
0
0
476
0
0
1,500
bus_only
997
512
9
1
8
9
2,593.8
2,584.8
0
0
1
0
0
22
22
1
9926_8501741
1
8
293
0
0
198
0
1
1,500
bus_only
718
293
227
31
196
272.4
3,368
3,095.6
0
0
1
0
0
0
22
0
9926_8501741
2
8
339
0
0
622
0
0
1,500
bus_only
1,124
339
163
1
162
193.2
2,667.8
2,474.6
0
0
1
0
0
0
22
0
9926_8501741
3
8
482
0
0
536
0
0
1,500
bus_only
1,277
482
259
1
258
308.1
2,658
2,349.9
0
0
1
0
0
0
22
0
9926_8501741
4
8
593
0
0
536
0
0
1,500
bus_only
1,427
593
298
1
297
356.2
3,242.7
2,886.5
0
0
1
0
0
0
22
0
9926_8501741
5
8
317
0
0
308
0
2
1,500
bus_only
986
317
361
31
330
432.8
3,422.1
2,989.4
0
0
1
0
0
0
22
0
9926_8501741
6
8
402
0
0
622
0
0
1,500
bus_only
1,455
402
431
1
430
515
3,395.5
2,880.4
0
0
1
0
0
0
22
0
9926_8501741
7
8
346
0
0
258
0
1
1,500
bus_only
1,065
346
461
31
430
551.8
4,053.3
3,501.5
0
0
1
0
0
0
22
0
9926_8501742
0
10
605
0
0
120
0
0
1,500
bus_only
727
605
2
1
1
1.1
2,887.6
2,886.5
0
0
1
0
0
41
41
1
9926_8501742
1
10
520
0
0
120
0
0
1,500
bus_only
981
520
341
1
340
407.7
2,992.5
2,584.8
0
0
1
0
0
0
41
0
9926_8501742
2
10
661
0
0
180
0
0
1,500
bus_only
1,099
661
258
1
257
308.1
3,436
3,127.9
0
0
1
0
0
0
41
0
9926_8501742
3
10
418
0
0
531
0
0
1,500
bus_only
1,333
418
384
1
383
458.4
3,338.8
2,880.4
0
0
1
0
0
0
41
0
9926_8501742
4
10
372
0
0
425
0
1
1,500
bus_only
1,232
372
435
31
404
521.7
4,023.2
3,501.5
0
0
1
0
0
0
41
0
9926_8501742
5
10
355
0
0
531
0
0
1,500
bus_only
1,383
355
497
1
496
593.7
3,068.3
2,474.6
0
0
1
0
0
0
41
0
9926_8501742
6
10
753
0
0
120
0
0
1,500
bus_only
1,379
753
506
1
505
605.2
3,940.2
3,334.9
0
0
1
0
0
0
41
0
9926_8501742
7
10
301
0
0
485
0
1
1,500
bus_only
1,313
301
527
31
496
630.5
3,726.2
3,095.6
0
0
1
0
0
0
41
0
9926_8501742
8
10
334
0
0
108
0
0
1,500
bus_only
1,232
334
790
386
404
946.9
4,087.2
3,140.3
0
0
1
0
0
0
41
0
9926_8501742
9
10
263
0
0
108
0
0
1,500
bus_only
1,253
263
882
386
496
1,057.3
3,791.7
2,734.5
0
0
1
0
0
0
41
0
9926_8501746
0
2
1,237
0
0
37
0
0
1,500
bus_only
1,276
1,237
2
1
1
0.9
7,035.9
7,035
0
0
1
0
0
17
44
0.386364
9926_8501746
1
2
771
0
0
434
0
0
1,500
bus_only
1,500
771
295
1
294
352.5
6,502.7
6,150.1
0
0
1
0
0
27
44
0.613636
9926_8502155
0
9
646
0
0
218
0
0
1,500
bus_only
866
646
2
1
1
0.8
3,128.7
3,127.9
0
0
1
0
0
18
18
1
9926_8502155
1
9
453
0
0
287
0
2
1,500
bus_only
1,037
453
297
31
266
356.1
3,944.3
3,588.3
0
0
1
0
0
0
18
0
9926_8502155
2
9
587
0
0
278
0
0
1,500
bus_only
1,102
587
237
1
236
282.9
3,169.4
2,886.5
0
0
1
0
0
0
18
0
9926_8502155
3
9
738
0
0
218
0
0
1,500
bus_only
1,191
738
235
1
234
280.3
3,615.2
3,334.9
0
0
1
0
0
0
18
0
9926_8502155
4
9
346
0
0
304
0
1
1,500
bus_only
1,146
346
496
31
465
594
4,095.4
3,501.5
0
0
1
0
0
0
18
0
9926_8502155
5
9
405
0
0
503
0
0
1,500
bus_only
1,443
405
535
1
534
640.4
3,520.8
2,880.4
0
0
1
0
0
0
18
0
9926_8502155
6
9
399
0
0
287
0
2
1,500
bus_only
1,145
399
459
31
428
550.2
3,961.4
3,411.2
0
0
1
0
0
0
18
0
9926_8502155
7
9
469
0
0
333
0
2
1,500
bus_only
1,317
469
515
31
484
616.9
4,202.7
3,585.8
0
0
1
0
0
0
18
0
9926_8502155
8
9
579
0
0
861
0
1
1,500
bus_only
1,955
579
515
31
484
616.9
4,254.1
3,637.2
0
0
1
0
0
0
18
0
9926_8502644
0
3
620
0
0
365
0
0
1,500
bus_only
987
620
2
1
1
1
3,216.4
3,215.4
0
0
1
0
0
32
32
1
9926_8502644
1
3
576
0
0
365
0
0
1,500
bus_only
1,332
576
391
1
390
468.2
3,336.6
2,868.4
0
0
1
0
0
0
32
0
9926_8502644
2
3
669
0
0
425
0
0
1,500
bus_only
1,559
669
465
1
464
555.9
4,213.7
3,657.8
0
0
1
0
0
0
32
0
9926_9003441
0
4
316
0
0
259
0
0
1,500
bus_only
582
316
7
1
6
7.4
1,905.5
1,898.1
0
0
1
0
0
85
85
1
9926_9003441
1
4
231
0
0
259
0
0
1,500
bus_only
922
231
432
1
431
516.7
2,028.4
1,511.7
0
0
1
0
0
0
85
0
9926_9003441
2
4
530
0
0
344
0
0
1,500
bus_only
1,196
530
322
31
291
385.9
3,696.7
3,310.8
0
0
1
0
0
0
85
0
9926_9003441
3
4
352
0
0
319
0
0
1,500
bus_only
1,044
352
373
1
372
446.2
2,695.5
2,249.3
0
0
1
0
0
0
85
0
9926_9003442
0
6
234
0
0
194
0
0
1,500
bus_only
436
234
8
1
7
8.4
1,520
1,511.7
0
0
1
0
0
98
98
1
9926_9003442
1
6
181
0
0
254
0
0
1,500
bus_only
848
181
413
1
412
494.4
1,581.4
1,087
0
0
1
0
0
0
98
0
9926_9003442
2
6
353
0
0
313
0
0
1,500
bus_only
1,042
353
376
31
345
448.8
2,779.2
2,330.3
0
0
1
0
0
0
98
0
9926_9003442
3
6
475
0
0
370
0
1
1,500
bus_only
1,094
475
249
31
218
298.5
2,914.2
2,615.7
0
0
1
0
0
0
98
0
9926_9003442
4
6
538
0
0
370
0
1
1,500
bus_only
1,211
538
303
31
272
363.5
3,126.2
2,762.7
0
0
1
0
0
0
98
0
9926_9003442
5
6
315
0
0
194
0
0
1,500
bus_only
950
315
441
1
440
528
2,426.1
1,898.1
0
0
1
0
0
0
98
0
9926_9003557
0
3
502
0
0
224
0
0
1,500
bus_only
728
502
2
1
1
0.9
3,646.4
3,645.6
0
0
1
0
0
48
48
1
9926_9003557
1
3
546
0
0
224
0
0
1,500
bus_only
1,032
546
262
1
261
313
4,189.9
3,877
0
0
1
0
0
0
48
0
9926_9003557
2
3
441
0
0
284
0
0
1,500
bus_only
1,226
441
501
1
500
599
3,797
3,198
0
0
1
0
0
0
48
0
9926_9003559
0
3
444
0
0
317
0
0
1,500
bus_only
769
444
8
1
7
7.7
3,205.7
3,198
0
0
1
0
0
38
38
1
9926_9003559
1
3
405
0
0
317
0
0
1,500
bus_only
1,155
405
433
1
432
518.6
3,327.9
2,809.3
0
0
1
0
0
0
38
0
9926_9003559
2
3
506
0
0
377
0
0
1,500
bus_only
1,390
506
507
1
506
605.9
4,251.4
3,645.6
0
0
1
0
0
0
38
0
9926_9003560
0
4
439
0
0
173
0
0
1,500
bus_only
614
439
2
1
1
1
2,810.3
2,809.3
0
0
1
0
0
73
74
0.986486
9926_9003560
1
4
482
0
0
173
0
0
1,500
bus_only
1,094
482
439
1
438
525
3,723
3,198
0
0
1
0
0
0
74
0
9926_9003560
2
4
517
0
0
652
0
0
1,500
bus_only
1,613
517
444
1
443
531.3
3,108.1
2,576.8
0
0
1
0
0
1
74
0.013514
9926_9003560
3
4
677
0
0
652
0
0
1,500
bus_only
1,879
677
550
1
549
658.8
3,527.2
2,868.4
0
0
1
0
0
0
74
0
9926_9003718
0
9
666
0
0
107
0
0
1,500
bus_only
775
666
2
1
1
0.6
4,326.4
4,325.8
0
0
1
0
0
52
62
0.83871
9926_9003718
1
9
597
0
0
107
0
0
1,500
bus_only
1,158
597
454
1
453
543.5
4,466.9
3,923.4
0
0
1
0
0
0
62
0
9926_9003718
2
9
610
0
0
309
0
0
1,500
bus_only
1,191
610
272
1
271
324.6
4,518.8
4,194.2
0
0
1
0
0
2
62
0.032258
9926_9003718
3
9
770
0
0
107
0
0
1,500
bus_only
1,328
770
451
1
450
540
5,265.3
4,725.3
0
0
1
0
0
0
62
0
9926_9003718
4
9
839
0
0
337
0
0
1,500
bus_only
1,634
839
458
1
457
548.5
5,571.8
5,023.2
0
0
1
0
0
8
62
0.129032
9926_9003718
5
9
553
0
0
309
0
0
1,500
bus_only
1,367
553
505
1
504
605
4,482
3,877
0
0
1
0
0
0
62
0
9926_9003718
6
9
642
0
0
369
0
0
1,500
bus_only
1,513
642
502
1
501
601
5,071.1
4,470.1
0
0
1
0
0
0
62
0
9926_9003718
7
9
548
0
0
200
0
1
1,500
bus_only
1,253
548
505
1
504
605
4,482
3,877
0
0
1
0
0
0
62
0
9926_9003718
8
9
1,016
0
0
337
0
0
1,500
bus_only
1,869
1,016
516
1
515
617.7
6,504.2
5,886.5
0
0
1
0
0
0
62
0
9926_9013827
0
4
585
0
0
410
0
0
1,500
bus_only
1,044
585
49
1
48
56.8
3,933.8
3,877
0
0
1
0
0
25
25
1
9926_9013827
1
4
531
0
0
350
0
0
1,500
bus_only
1,203
531
322
1
321
385.1
4,030.6
3,645.6
0
0
1
0
0
0
25
0
9926_9013827
2
4
637
0
0
350
0
0
1,500
bus_only
1,305
637
318
1
317
380.7
4,574.9
4,194.2
0
0
1
0
0
0
25
0
9926_9013827
3
4
993
0
0
425
0
0
1,500
bus_only
1,830
993
412
1
411
492.9
5,922
5,429.1
0
0
1
0
0
0
25
0
9926_9034200
0
4
371
0
0
152
0
0
1,500
bus_only
531
371
8
1
7
8.4
2,257.7
2,249.3
0
0
1
0
0
46
46
1
9926_9034200
1
4
335
0
0
152
0
0
1,500
bus_only
878
335
391
1
390
467.8
2,365.9
1,898.1
0
0
1
0
0
0
46
0
9926_9034200
2
4
412
0
0
558
0
0
1,500
bus_only
1,075
412
105
1
104
124.7
2,277
2,152.3
0
0
1
0
0
0
46
0
9926_9034200
3
4
517
0
0
558
0
0
1,500
bus_only
1,468
517
393
1
392
470.5
3,047.3
2,576.8
0
0
1
0
0
0
46
0
9926_9279
0
5
524
0
0
491
0
0
1,500
bus_only
1,017
524
2
1
1
0.5
3,937.2
3,936.7
0
0
1
0
0
26
26
1
9926_9279
1
5
478
0
0
445
0
1
1,500
bus_only
955
478
32
31
1
37.4
4,595.1
4,557.7
0
0
1
0
0
0
26
0
9926_9279
2
5
440
0
0
128
0
0
1,500
bus_only
955
440
387
386
1
462.6
4,659.1
4,196.5
0
0
1
0
0
0
26
0
9926_9279
3
5
860
0
0
266
0
1
1,500
bus_only
1,524
860
398
31
367
476.9
6,502.5
6,025.6
0
0
1
0
0
0
26
0
9926_9279
4
5
803
0
0
266
0
1
1,500
bus_only
1,575
803
506
31
475
606.5
6,466.9
5,860.3
0
0
1
0
0
0
26
0
9926_9411
0
4
910
0
0
230
0
0
1,500
bus_only
1,142
910
2
1
1
1
4,573.2
4,572.3
0
0
1
0
0
28
30
0.933333
9926_9411
1
4
834
0
0
235
0
1
1,500
bus_only
1,341
834
272
1
271
325.4
4,656.9
4,331.5
0
0
1
0
0
2
30
0.066667
9926_9411
2
4
844
0
0
230
0
0
1,500
bus_only
1,346
844
272
1
271
325.4
4,656.9
4,331.5
0
0
1
0
0
0
30
0
9926_9411
3
4
979
0
0
290
0
0
1,500
bus_only
1,728
979
459
1
458
549.5
5,529.5
4,979.9
0
0
1
0
0
0
30
0
9926_9444
0
10
1,040
0
0
317
0
1
1,500
bus_only
1,359
1,040
2
1
1
0.8
5,513.8
5,513
0
0
1
0
0
17
17
1
9926_9444
1
10
1,007
0
0
317
0
1
1,500
bus_only
1,525
1,007
201
1
200
239.5
5,575
5,335.5
0
0
1
0
0
0
17
0
9926_9444
2
10
1,117
0
0
377
0
1
1,500
bus_only
1,731
1,117
237
1
236
283
6,013.2
5,730.2
0
0
1
0
0
0
17
0
9926_9444
3
10
1,342
0
0
320
140
1
1,500
bus_only
2,081
1,342
419
1
278
500.6
6,053.4
5,552.8
0
0
1
0
0
0
17
0
9926_9444
4
10
935
0
0
317
0
1
1,500
bus_only
1,681
935
429
1
428
513.2
5,645.6
5,132.5
0
0
1
0
0
0
17
0
9926_9444
5
10
1,422
0
0
345
67
1
1,500
bus_only
2,211
1,422
444
1
376
530.4
6,206.2
5,675.8
0
0
1
0
0
0
17
0
9926_9444
6
10
1,200
0
0
377
0
1
1,500
bus_only
2,051
1,200
474
1
473
567.8
6,514.9
5,947.2
0
0
1
0
0
0
17
0
9926_9444
7
10
1,384
0
0
345
67
1
1,500
bus_only
2,274
1,384
545
1
477
652
6,178.4
5,526.4
0
0
1
0
0
0
17
0
9926_9444
8
10
1,398
0
0
320
140
1
1,500
bus_only
2,260
1,398
542
1
401
647.7
6,310.5
5,662.8
0
0
1
0
0
0
17
0
9926_9444
9
10
1,442
0
0
380
140
1
1,500
bus_only
2,439
1,442
617
1
476
737
6,474.9
5,737.9
0
0
1
0
0
0
17
0