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
9924_8003058
0
7
268
0
0
156
0
1
1,500
bus_only
445
268
21
14
7
24.1
2,511.1
2,486.9
0
0
1
0
0
7
16
0.4375
9924_8003058
1
7
257
0
0
85
0
1
1,500
bus_only
843
257
501
14
487
600.7
2,690.1
2,089.4
0
0
1
0
0
0
16
0
9924_8003058
2
7
306
0
0
296
0
0
1,500
bus_only
1,023
306
421
414
7
503.5
2,898.8
2,395.3
0
0
1
0
0
5
16
0.3125
9924_8003058
3
7
350
0
0
689
0
1
1,500
bus_only
1,464
350
425
14
411
509.2
3,396.4
2,887.2
0
0
1
0
0
3
16
0.1875
9924_8003058
4
7
398
0
0
680
0
0
1,500
bus_only
1,525
398
447
14
433
534.4
2,623.9
2,089.4
0
0
1
0
0
1
16
0.0625
9924_8003058
5
7
428
0
0
680
0
0
1,500
bus_only
1,698
428
590
14
576
707
3,031.3
2,324.3
0
0
1
0
0
0
16
0
9924_8003058
6
7
343
0
0
356
0
0
1,500
bus_only
1,484
343
785
414
371
940.1
3,706.1
2,765.9
0
0
1
0
0
0
16
0
9924_8478
0
5
428
0
0
411
0
0
1,500
bus_only
854
428
15
14
1
17
2,333.4
2,316.3
0
0
1
0
0
24
39
0.923077
9924_8478
1
5
293
0
0
341
0
0
1,500
bus_only
1,039
293
405
14
391
484.5
2,473.4
1,988.8
0
0
1
0
0
1
39
0.038462
9924_8478
2
5
569
0
0
471
0
0
1,500
bus_only
1,381
569
341
14
327
407.4
3,015.3
2,607.9
0
0
1
0
0
0
39
0
9924_8478
3
5
358
0
0
401
0
0
1,500
bus_only
1,208
358
449
14
435
536.1
3,085
2,548.9
0
0
1
0
0
0
39
0
9924_8478
4
5
333
0
0
411
0
0
1,500
bus_only
1,236
333
492
14
478
590
2,481.9
1,891.8
0
0
1
0
0
1
39
0.038462
9924_8501373
0
7
947
0
0
606
0
0
1,500
bus_only
1,568
947
15
14
1
16.9
4,603.6
4,586.7
0
0
1
0
0
15
15
1
9924_8501373
1
7
970
0
0
606
0
0
1,500
bus_only
1,835
970
259
14
245
309.4
5,113.2
4,803.8
0
0
1
0
0
0
15
0
9924_8501373
2
7
906
0
0
666
0
0
1,500
bus_only
1,903
906
331
14
317
395
4,670
4,275
0
0
1
0
0
0
15
0
9924_8501373
3
7
1,006
0
0
606
0
0
1,500
bus_only
2,009
1,006
397
14
383
475.2
5,401.8
4,926.6
0
0
1
0
0
0
15
0
9924_8501373
4
7
836
0
0
666
0
0
1,500
bus_only
2,025
836
523
14
509
625.7
4,720.2
4,094.6
0
0
1
0
0
0
15
0
9924_8501373
5
7
58
370
0
1,022
51
1
1,550
bus+train
2,014
428
564
14
499
674.6
4,812.3
413.7
3,724
0
1
1
0
0
15
0
9924_8501373
6
7
0
370
0
708
0
0
1,550
train_only
2,014
370
936
437
499
1,120.8
4,844.7
0
3,724
0
0
1
0
0
15
0
9924_8501743
0
11
551
0
0
185
0
1
1,500
bus_only
761
551
25
14
11
28.5
3,103
3,074.5
0
0
1
0
0
0
14
0
9924_8501743
1
11
58
320
0
370
51
1
1,550
bus+train
864
378
116
14
51
138.2
3,294
413.7
2,742.1
0
1
1
0
0
14
0
9924_8501743
2
11
716
0
0
723
0
0
1,500
bus_only
1,464
716
25
14
11
28.5
3,103
3,074.5
0
0
1
0
0
14
14
1
9924_8501743
3
11
652
0
0
307
75
1
1,500
bus_only
1,188
652
229
14
140
272.4
5,226.4
4,953.9
0
0
1
0
0
0
14
0
9924_8501743
4
11
448
0
0
185
0
1
1,500
bus_only
883
448
250
14
236
298.9
3,166.3
2,867.4
0
0
1
0
0
0
14
0
9924_8501743
5
11
613
0
0
723
0
0
1,500
bus_only
1,586
613
250
14
236
298.9
3,166.3
2,867.4
0
0
1
0
0
0
14
0
9924_8501743
6
11
613
0
0
307
75
1
1,500
bus_only
1,314
613
394
14
305
470.5
5,066.6
4,596
0
0
1
0
0
0
14
0
9924_8501743
7
11
0
320
0
356
0
0
1,550
train_only
1,164
320
488
437
51
584.4
3,326.5
0
2,742.1
0
0
1
0
0
14
0
9924_8501743
8
11
385
0
0
245
0
1
1,500
bus_only
1,112
385
482
14
468
577
3,203
2,626
0
0
1
0
0
0
14
0
9924_8501743
9
11
550
0
0
783
0
0
1,500
bus_only
1,815
550
482
14
468
577
3,203
2,626
0
0
1
0
0
0
14
0
9924_8501743
10
11
411
0
0
636
49
1
1,500
bus_only
1,574
411
527
14
464
629.8
3,296.2
2,666.4
0
0
1
0
0
0
14
0
9924_8502155
0
9
586
0
0
419
0
0
1,500
bus_only
1,020
586
15
14
1
16.9
2,884.3
2,867.4
0
0
1
0
0
19
19
1
9924_8502155
1
9
54
320
0
333
51
1
1,550
bus+train
982
374
275
14
210
328.4
3,484.3
413.7
2,742.1
0
1
1
0
0
19
0
9924_8502155
2
9
524
0
0
479
0
0
1,500
bus_only
1,253
524
250
14
236
299
2,925
2,626
0
0
1
0
0
0
19
0
9924_8502155
3
9
678
0
0
419
0
0
1,500
bus_only
1,345
678
248
14
234
296.4
3,370.8
3,074.5
0
0
1
0
0
0
19
0
9924_8502155
4
9
332
0
0
555
0
0
1,500
bus_only
1,366
332
479
14
465
573.2
3,193.2
2,620
0
0
1
0
0
0
19
0
9924_8502155
5
9
320
0
0
603
49
1
1,500
bus_only
1,414
320
491
14
428
587.2
3,076.5
2,489.3
0
0
1
0
0
0
19
0
9924_8502155
6
9
449
0
0
261
0
1
1,500
bus_only
1,310
449
600
135
465
718.8
4,578
3,859.3
0
0
1
0
0
0
19
0
9924_8502155
7
9
0
320
0
315
0
0
1,550
train_only
1,355
320
720
437
283
862.2
3,604.3
0
2,742.1
0
0
1
0
0
19
0
9924_8502155
8
9
568
0
0
316
0
2
1,500
bus_only
1,503
568
619
135
484
741.7
4,685.3
3,943.6
0
0
1
0
0
0
19
0
9924_8502700
0
3
1,308
0
0
199
0
0
1,500
bus_only
1,522
1,308
15
14
1
17.1
7,325
7,307.9
0
0
1
0
0
15
15
1
9924_8502700
1
3
1,368
0
0
199
0
0
1,500
bus_only
1,804
1,368
237
14
223
283.9
7,790.2
7,506.3
0
0
1
0
0
0
15
0
9924_8502700
2
3
1,462
0
0
199
0
0
1,500
bus_only
2,140
1,462
479
14
465
573.7
8,390.8
7,817
0
0
1
0
0
0
15
0
9924_9003441
0
4
252
0
0
55
0
0
1,500
bus_only
327
252
20
14
6
23.5
1,661.1
1,637.6
0
0
1
0
0
93
118
0.788136
9924_9003441
1
4
167
0
0
55
0
0
1,500
bus_only
667
167
445
14
431
532.8
1,784
1,251.2
0
0
1
0
0
0
118
0
9924_9003441
2
4
324
0
0
442
0
0
1,500
bus_only
1,071
324
305
14
291
365.1
2,257
1,891.8
0
0
1
0
0
25
118
0.211864
9924_9003441
3
4
288
0
0
115
0
0
1,500
bus_only
789
288
386
14
372
462.3
2,451.1
1,988.8
0
0
1
0
0
0
118
0
9924_9003442
0
7
162
0
0
3,019
0
0
2,500
bus_only
3,202
162
21
14
7
24.4
1,275.6
1,251.2
0
0
1
0
0
200
200
1
9924_9003442
1
7
248
0
0
167
0
0
1,500
bus_only
962
248
547
308
239
654.9
1,522.5
867.6
0
0
1
0
0
0
200
0
9924_9003442
2
7
247
0
0
3,019
0
0
2,500
bus_only
3,720
247
454
14
440
544.1
2,181.7
1,637.6
0
0
1
0
0
0
200
0
9924_9003442
3
7
161
0
0
167
0
0
1,500
bus_only
1,003
161
675
308
367
808.1
1,339
530.9
0
0
1
0
0
0
200
0
9924_9003442
4
7
213
0
0
107
0
0
1,500
bus_only
1,057
213
737
308
429
884
1,598.7
714.7
0
0
1
0
0
0
200
0
9924_9003442
5
7
603
0
0
42
0
0
1,500
bus_only
1,547
603
902
536
366
1,081.1
2,156.8
1,075.7
0
0
1
0
0
0
200
0
9924_9003442
6
7
505
0
0
102
0
0
1,500
bus_only
2,068
505
1,461
536
925
1,751.3
2,691.7
940.4
0
0
1
0
0
0
200
0
9924_9003557
0
3
446
0
0
66
0
0
1,500
bus_only
527
446
15
14
1
16.9
3,402
3,385.1
0
0
1
0
0
43
43
1
9924_9003557
1
3
490
0
0
66
0
0
1,500
bus_only
831
490
275
14
261
329.1
3,945.5
3,616.5
0
0
1
0
0
0
43
0
9924_9003557
2
3
372
0
0
126
0
0
1,500
bus_only
1,012
372
514
14
500
615
3,552.6
2,937.5
0
0
1
0
0
0
43
0
9924_9003559
0
3
372
0
0
226
0
0
1,500
bus_only
619
372
21
14
7
23.8
2,961.3
2,937.5
0
0
1
0
0
32
32
1
9924_9003559
1
3
329
0
0
226
0
0
1,500
bus_only
1,001
329
446
14
432
534.7
3,083.5
2,548.9
0
0
1
0
0
0
32
0
9924_9003559
2
3
433
0
0
286
0
0
1,500
bus_only
1,239
433
520
14
506
622
4,007
3,385.1
0
0
1
0
0
0
32
0
9924_9003560
0
4
344
0
0
219
0
0
1,500
bus_only
578
344
15
14
1
17.1
2,565.9
2,548.9
0
0
1
0
0
51
51
1
9924_9003560
1
4
389
0
0
219
0
0
1,500
bus_only
1,060
389
452
14
438
541.1
3,478.6
2,937.5
0
0
1
0
0
0
51
0
9924_9003560
2
4
419
0
0
316
0
0
1,500
bus_only
1,192
419
457
14
443
547.3
2,863.7
2,316.3
0
0
1
0
0
0
51
0
9924_9003560
3
4
560
0
0
316
0
0
1,500
bus_only
1,439
560
563
14
549
674.9
3,282.8
2,607.9
0
0
1
0
0
0
51
0
9924_9003718
0
6
879
0
0
736
0
0
1,500
bus_only
1,630
879
15
14
1
16.7
5,185.3
5,168.7
0
0
1
0
0
14
15
0.933333
9924_9003718
1
6
556
0
0
270
0
0
1,500
bus_only
1,042
556
216
14
202
257
4,190.7
3,933.7
0
0
1
0
0
0
15
0
9924_9003718
2
6
501
0
0
270
0
0
1,500
bus_only
1,225
501
454
14
440
542.6
4,159.1
3,616.5
0
0
1
0
0
0
15
0
9924_9003718
3
6
794
0
0
513
0
0
2,500
bus_only
1,778
794
471
14
457
564.6
5,327.4
4,762.7
0
0
1
0
0
1
15
0.066667
9924_9003718
4
6
587
0
0
270
0
0
1,500
bus_only
1,372
587
515
14
501
617.1
4,826.7
4,209.6
0
0
1
0
0
0
15
0
9924_9003718
5
6
954
0
0
736
0
0
1,500
bus_only
2,219
954
529
14
515
633.8
6,259.8
5,626
0
0
1
0
0
0
15
0
9924_9009679
0
13
348
0
0
318
183
1
1,500
bus_only
871
348
205
14
8
244.3
1,978.4
1,734.1
0
0
1
0
0
19
19
1
9924_9009679
1
13
375
0
0
272
0
0
1,500
bus_only
1,122
375
475
135
340
568.7
3,256.8
2,688.2
0
0
1
0
0
0
19
0
9924_9009679
2
13
396
0
0
478
76
1
1,500
bus_only
1,357
396
483
14
393
577.8
1,825.6
1,247.8
0
0
1
0
0
0
19
0
9924_9009679
3
13
499
0
0
267
0
1
1,500
bus_only
1,254
499
488
135
353
584.4
2,874.6
2,290.2
0
0
1
0
0
0
19
0
9924_9009679
4
13
560
0
0
324
29
1
1,500
bus_only
1,396
560
512
14
469
612.7
4,686
4,073.3
0
0
1
0
0
0
19
0
9924_9009679
5
13
441
0
0
359
40
1
1,500
bus_only
1,323
441
523
14
469
625.8
3,555.1
2,929.4
0
0
1
0
0
0
19
0
9924_9009679
6
13
186
0
0
481
75
1
1,500
bus_only
1,214
186
547
14
458
654
2,195.7
1,541.7
0
0
1
0
0
0
19
0
9924_9009679
7
13
432
0
0
207
0
1
1,500
bus_only
1,196
432
557
135
422
668.3
2,809.5
2,141.3
0
0
1
0
0
0
19
0
9924_9009679
8
13
226
0
0
318
183
1
1,500
bus_only
1,134
226
590
14
393
706.7
2,093.2
1,386.5
0
0
1
0
0
0
19
0
9924_9009679
9
13
443
0
0
318
183
1
1,500
bus_only
1,338
443
577
14
380
691.2
2,765.6
2,074.4
0
0
1
0
0
0
19
0
9924_9009679
10
13
483
0
0
307
95
1
1,500
bus_only
1,410
483
620
135
390
743.3
4,074.4
3,331
0
0
1
0
0
0
19
0
9924_9009679
11
13
389
0
0
207
0
1
1,500
bus_only
1,265
389
669
135
534
801.8
2,836.9
2,035.1
0
0
1
0
0
0
19
0
9924_9009679
12
13
478
0
0
318
183
1
1,500
bus_only
1,464
478
668
14
471
800.7
2,956.8
2,156.1
0
0
1
0
0
0
19
0
9924_9013827
0
4
516
0
0
290
0
0
1,500
bus_only
868
516
62
14
48
72.9
3,689.4
3,616.5
0
0
1
0
0
13
13
1
9924_9013827
1
4
462
0
0
230
0
0
1,500
bus_only
1,027
462
335
14
321
401.1
3,786.2
3,385.1
0
0
1
0
0
0
13
0
9924_9013827
2
4
568
0
0
230
0
0
1,500
bus_only
1,129
568
331
14
317
396.8
4,330.5
3,933.7
0
0
1
0
0
0
13
0
9924_9013827
3
4
924
0
0
302
0
0
1,500
bus_only
1,651
924
425
14
411
508.9
5,677.6
5,168.7
0
0
1
0
0
0
13
0
9924_9034200
0
6
284
0
0
72
0
0
1,500
bus_only
377
284
21
14
7
24.5
2,013.3
1,988.8
0
0
1
0
0
72
73
0.986301
9924_9034200
1
6
305
0
0
172
0
1
1,500
bus_only
595
305
118
14
104
140.8
2,032.6
1,891.8
0
0
1
0
0
1
73
0.013699
9924_9034200
2
6
315
0
0
306
0
0
1,500
bus_only
739
315
118
14
104
140.8
2,032.6
1,891.8
0
0
1
0
0
0
73
0
9924_9034200
3
6
247
0
0
72
0
0
1,500
bus_only
723
247
404
14
390
483.9
2,121.5
1,637.6
0
0
1
0
0
0
73
0
9924_9034200
4
6
406
0
0
306
0
0
1,500
bus_only
1,118
406
406
14
392
486.6
2,802.9
2,316.3
0
0
1
0
0
0
73
0
9924_9034200
5
6
396
0
0
172
0
1
1,500
bus_only
974
396
406
14
392
486.6
2,802.9
2,316.3
0
0
1
0
0
0
73
0
9924_9034505
0
3
1,689
0
0
117
0
0
1,500
bus_only
1,827
1,689
21
14
7
24.6
11,815.9
11,791.3
0
0
1
0
0
18
18
1
9924_9034505
1
3
1,642
0
0
117
0
0
1,500
bus_only
2,185
1,642
426
14
412
510.5
11,937.8
11,427.3
0
0
1
0
0
0
18
0
9924_9034505
2
3
1,767
0
0
177
0
0
1,500
bus_only
2,240
1,767
296
14
282
354.1
12,403.6
12,049.4
0
0
1
0
0
0
18
0
9924_9411
0
3
829
0
0
447
0
0
1,500
bus_only
1,291
829
15
14
1
17.1
4,328.8
4,311.8
0
0
1
0
0
22
22
1
9924_9411
1
3
763
0
0
447
0
0
1,500
bus_only
1,495
763
285
14
271
341.5
4,412.5
4,071
0
0
1
0
0
0
22
0
9924_9411
2
3
898
0
0
507
0
0
1,500
bus_only
1,877
898
472
14
458
565.6
5,285.1
4,719.4
0
0
1
0
0
0
22
0
9924_9476
0
3
763
0
0
449
0
0
1,500
bus_only
1,227
763
15
14
1
17
4,088
4,071
0
0
1
0
0
17
17
1
9924_9476
1
3
673
0
0
449
0
0
1,500
bus_only
1,511
673
389
14
375
465.5
4,203.7
3,738.2
0
0
1
0
0
0
17
0