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
9915_9929
4
12
168
0
0
469
0
0
1,500
bus_only
1,051
168
414
3
411
496
1,548.9
1,052.9
0
0
1
0
0
0
52
0
9915_9929
5
12
58
0
0
125
0
0
1,500
bus_only
828
58
645
272
373
772.8
1,031.3
258.5
0
0
1
0
0
0
52
0
9915_9929
6
12
610
0
0
608
0
0
1,500
bus_only
1,733
610
515
61
454
617.1
2,020.2
1,403.2
0
0
1
0
0
0
52
0
9915_9929
7
12
678
0
0
608
0
0
1,500
bus_only
1,806
678
520
61
459
622.9
2,263.1
1,640.2
0
0
1
0
0
0
52
0
9915_9929
8
12
183
0
0
125
0
0
1,500
bus_only
959
183
651
272
379
778.9
1,756.4
977.5
0
0
1
0
0
0
52
0
9915_9929
9
12
178
0
0
97
0
0
1,500
bus_only
958
178
683
272
411
818.4
1,799.7
981.3
0
0
1
0
0
0
52
0
9915_9929
10
12
194
0
0
53
0
0
1,500
bus_only
944
194
697
286
411
835.9
2,084.6
1,248.6
0
0
1
0
0
0
52
0
9915_9929
11
12
114
0
0
657
0
0
1,500
bus_only
1,490
114
719
266
453
860.9
1,246.2
385.4
0
0
1
0
0
0
52
0
9915_9950
0
9
178
0
0
128
0
0
1,500
bus_only
310
178
4
3
1
3.8
1,056.7
1,052.9
0
0
1
0
0
75
146
0.513699
9915_9950
1
9
131
0
0
128
0
0
1,500
bus_only
674
131
415
3
412
496.5
1,184.5
688
0
0
1
0
0
0
146
0
9915_9950
2
9
642
0
0
124
0
0
1,500
bus_only
1,110
642
344
61
283
412.2
2,052.4
1,640.2
0
0
1
0
0
0
146
0
9915_9950
3
9
165
0
0
269
0
1
1,500
bus_only
737
165
303
3
300
362.4
1,411.5
1,049.1
0
0
1
0
0
0
146
0
9915_9950
4
9
224
0
0
458
0
0
1,500
bus_only
1,095
224
413
3
410
493.5
1,936.9
1,443.4
0
0
1
0
0
71
146
0.486301
9915_9950
5
9
214
0
0
390
0
1
1,500
bus_only
1,047
214
443
3
440
529.9
1,973.3
1,443.4
0
0
1
0
0
0
146
0
9915_9950
6
9
578
0
0
124
0
0
1,500
bus_only
1,268
578
566
61
505
678.5
2,081.6
1,403.2
0
0
1
0
0
0
146
0
9915_9950
7
9
235
0
0
100
0
0
1,500
bus_only
1,047
235
712
272
440
852.4
2,224.1
1,371.7
0
0
1
0
0
0
146
0
9915_9950
8
9
203
0
0
224
0
0
1,500
bus_only
1,574
203
1,147
286
861
1,374.9
2,619.7
1,244.8
0
0
1
0
0
0
146
0
9924_10631
0
4
1,031
0
0
295
0
0
1,500
bus_only
1,341
1,031
15
14
1
17.2
6,232.3
6,215.1
0
0
1
0
0
17
17
1
9924_10631
1
4
689
0
0
381
0
0
1,500
bus_only
1,504
689
434
14
420
519.8
6,130.8
5,611
0
0
1
0
0
0
17
0
9924_10631
2
4
766
0
0
441
0
0
1,500
bus_only
1,602
766
395
14
381
472
6,361.6
5,889.6
0
0
1
0
0
0
17
0
9924_10631
3
4
738
0
0
488
91
1
1,500
bus_only
1,613
738
387
14
282
462.9
5,646
5,183.1
0
0
1
0
0
0
17
0
9924_10657
0
4
557
0
0
99
0
0
1,500
bus_only
671
557
15
14
1
16.8
5,136.4
5,119.6
0
0
1
0
0
35
35
1
9924_10657
1
4
592
0
0
99
0
0
1,500
bus_only
904
592
213
14
199
254.8
5,551.1
5,296.3
0
0
1
0
0
0
35
0
9924_10657
2
4
493
0
0
159
0
0
1,500
bus_only
1,103
493
451
14
437
538.9
5,220.2
4,681.2
0
0
1
0
0
0
35
0
9924_10657
3
4
622
0
0
159
0
0
1,500
bus_only
1,270
622
489
14
475
586
6,197
5,611
0
0
1
0
0
0
35
0
9924_10678
0
3
815
0
0
50
0
0
1,500
bus_only
888
815
23
14
9
26.1
4,375.7
4,349.6
0
0
1
0
0
17
17
1
9924_10678
1
3
924
0
0
50
0
0
1,500
bus_only
1,261
924
287
14
273
343.5
4,929
4,585.5
0
0
1
0
0
0
17
0
9924_10678
2
3
774
0
0
110
0
0
1,500
bus_only
1,348
774
464
14
450
555.5
4,490.4
3,934.9
0
0
1
0
0
0
17
0
9924_10711
0
4
505
0
0
229
0
0
1,500
bus_only
755
505
21
14
7
24.2
4,705.4
4,681.2
0
0
1
0
0
53
53
1
9924_10711
1
4
464
0
0
289
0
0
1,500
bus_only
1,295
464
542
14
528
649.1
4,835
4,185.9
0
0
1
0
0
0
53
0
9924_10711
2
4
560
0
0
289
0
0
1,500
bus_only
1,329
560
480
14
466
574.2
5,693.8
5,119.6
0
0
1
0
0
0
53
0
9924_10711
3
4
977
0
0
331
0
0
1,500
bus_only
1,889
977
581
14
567
695.2
5,979.3
5,284.2
0
0
1
0
0
0
53
0
9924_10723
0
10
760
0
0
894
0
0
1,500
bus_only
1,669
760
15
14
1
17.1
3,952
3,934.9
0
0
1
0
0
15
15
1
9924_10723
1
10
747
0
0
481
71
1
1,500
bus_only
1,385
747
157
14
72
187.9
5,637.9
5,450
0
0
1
0
0
0
15
0
9924_10723
2
10
726
0
0
894
0
0
1,500
bus_only
1,981
726
361
14
347
431.7
4,059.2
3,627.5
0
0
1
0
0
0
15
0
9924_10723
3
10
780
0
0
541
71
1
1,500
bus_only
1,673
780
352
14
267
421.2
6,201.4
5,780.2
0
0
1
0
0
0
15
0
9924_10723
4
10
702
0
0
481
71
1
1,500
bus_only
1,606
702
423
14
338
506.8
5,720.4
5,213.5
0
0
1
0
0
0
15
0
9924_10723
5
10
797
0
0
954
0
0
1,500
bus_only
2,192
797
441
14
427
527.4
4,877.1
4,349.6
0
0
1
0
0
0
15
0
9924_10723
6
10
752
0
0
578
71
1
1,500
bus_only
1,805
752
475
14
390
569.3
6,221.4
5,652.1
0
0
1
0
0
0
15
0
9924_10723
7
10
698
0
0
720
49
1
1,500
bus_only
1,964
698
546
14
483
653.7
4,223.3
3,569.6
0
0
1
0
0
0
15
0
9924_10723
8
10
143
480
0
625
77
2
1,550
bus+train
1,754
623
506
14
415
605.5
5,488.4
718.2
4,164.8
0
1
1
0
0
15
0
9924_10723
9
10
949
0
0
385
17
1
1,500
bus_only
1,938
949
604
135
452
723.5
7,885.4
7,161.9
0
0
1
0
0
0
15
0
9924_13371
0
9
161
0
0
208
0
0
1,500
bus_only
394
161
25
14
11
28.6
819.2
790.7
0
0
1
0
0
210
211
0.995261
9924_13371
1
9
39
0
0
125
0
0
1,500
bus_only
605
39
441
14
427
528.8
900.3
371.6
0
0
1
0
0
0
211
0
9924_13371
2
9
87
0
0
208
0
0
1,500
bus_only
684
87
389
14
375
466.3
921.9
455.6
0
0
1
0
0
0
211
0
9924_13371
3
9
263
0
0
498
0
1
1,500
bus_only
997
263
236
14
222
281.7
1,262.7
980.9
0
0
1
0
0
0
211
0
9924_13371
4
9
232
0
0
208
0
0
1,500
bus_only
835
232
395
14
381
473
1,602.6
1,129.6
0
0
1
0
0
0
211
0
9924_13371
5
9
58
0
0
218
0
0
1,500
bus_only
725
58
449
14
435
537
950.7
413.7
0
0
1
0
0
1
211
0.004739
9924_13371
6
9
300
0
0
498
0
1
1,500
bus_only
1,125
300
327
14
313
391.1
1,463.9
1,072.8
0
0
1
0
0
0
211
0
9924_13371
7
9
281
0
0
268
0
0
1,500
bus_only
1,079
281
530
14
516
634.5
1,916
1,281.5
0
0
1
0
0
0
211
0
9924_13371
8
9
109
0
0
218
0
0
1,500
bus_only
896
109
569
14
555
681.2
1,404.2
723
0
0
1
0
0
0
211
0
9924_15906
0
5
541
0
0
74
0
0
1,500
bus_only
630
541
15
14
1
16.8
2,534
2,517.2
0
0
1
0
0
16
36
0.444444
9924_15906
1
5
575
0
0
74
0
0
1,500
bus_only
810
575
161
14
147
192.1
2,839.1
2,647
0
0
1
0
0
0
36
0
9924_15906
2
5
484
0
0
134
0
0
1,500
bus_only
844
484
226
14
212
269
2,563.7
2,294.7
0
0
1
0
0
0
36
0
9924_15906
3
5
649
0
0
606
0
0
1,500
bus_only
1,646
649
391
14
377
466.5
3,326.1
2,859.6
0
0
1
0
0
20
36
0.555556
9924_15906
4
5
651
0
0
74
0
0
1,500
bus_only
1,168
651
443
14
429
530.5
3,428.9
2,898.4
0
0
1
0
0
0
36
0
9924_60060
0
5
851
0
0
99
0
0
1,500
bus_only
972
851
22
14
8
24.9
4,853.8
4,828.9
0
0
1
0
0
13
23
0.565217
9924_60060
1
5
899
0
0
99
0
0
1,500
bus_only
1,431
899
433
14
419
519
5,724.8
5,205.8
0
0
1
0
0
0
23
0
9924_60060
2
5
859
0
0
343
0
0
1,500
bus_only
1,554
859
352
14
338
419.9
5,557.4
5,137.5
0
0
1
0
0
9
23
0.391304
9924_60060
3
5
1,353
0
0
178
0
0
1,500
bus_only
2,028
1,353
497
14
483
596
8,327.5
7,731.4
0
0
1
0
0
1
23
0.043478
9924_60060
4
5
797
0
0
159
0
0
1,500
bus_only
1,454
797
498
14
484
596.5
4,947.6
4,351.1
0
0
1
0
0
0
23
0
9924_70664
0
5
509
0
0
144
0
0
1,500
bus_only
668
509
15
14
1
17.2
3,633.7
3,616.5
0
0
1
0
0
38
38
1
9924_70664
1
5
455
0
0
144
0
0
1,500
bus_only
873
455
274
14
260
328.1
3,713.2
3,385.1
0
0
1
0
0
0
38
0
9924_70664
2
5
522
0
0
316
0
0
1,500
bus_only
906
522
68
14
54
80.1
3,743
3,662.9
0
0
1
0
0
0
38
0
9924_70664
3
5
564
0
0
144
0
0
1,500
bus_only
1,080
564
372
14
358
445.4
4,379.1
3,933.7
0
0
1
0
0
0
38
0
9924_70664
4
5
593
0
0
376
0
0
1,500
bus_only
1,448
593
479
14
465
573.8
4,639.1
4,065.3
0
0
1
0
0
0
38
0
9924_71294
0
12
547
0
0
351
0
0
1,500
bus_only
921
547
23
14
9
26.1
3,373
3,346.9
0
0
1
0
0
29
29
1
9924_71294
1
12
487
0
0
103
0
0
1,500
bus_only
953
487
363
14
349
434.6
3,359.2
2,924.6
0
0
1
0
0
0
29
0
9924_71294
2
12
544
0
0
103
0
0
1,500
bus_only
965
544
318
14
304
379.8
3,713.7
3,333.9
0
0
1
0
0
0
29
0
9924_71294
3
12
468
0
0
303
0
1
1,500
bus_only
1,083
468
312
14
298
373.9
3,718.1
3,344.2
0
0
1
0
0
0
29
0
9924_71294
4
12
578
0
0
351
0
0
1,500
bus_only
1,247
578
318
14
304
380.9
3,990.9
3,610
0
0
1
0
0
0
29
0
9924_71294
5
12
855
0
0
225
0
0
1,500
bus_only
1,447
855
367
14
353
439.9
3,948.7
3,508.7
0
0
1
0
0
0
29
0
9924_71294
6
12
410
90
0
324
24
1
1,550
bus+train
1,204
500
380
14
342
454
3,596.6
2,501.2
641.4
0
1
1
0
0
29
0
9924_71294
7
12
571
0
0
103
0
0
1,500
bus_only
1,159
571
485
14
471
580.5
4,048
3,467.5
0
0
1
0
0
0
29
0
9924_71294
8
12
963
0
0
285
0
0
1,500
bus_only
1,690
963
442
14
428
529
4,398.1
3,869.1
0
0
1
0
0
0
29
0
9924_71294
9
12
830
0
0
527
0
0
1,500
bus_only
1,793
830
436
14
422
522.4
4,313.8
3,791.4
0
0
1
0
0
0
29
0
9924_71294
10
12
508
0
0
244
73
1
1,500
bus_only
1,240
508
488
14
401
583.8
4,101.1
3,517.3
0
0
1
0
0
0
29
0
9924_71294
11
12
417
0
0
303
0
1
1,500
bus_only
1,246
417
526
14
512
629.6
3,465.9
2,836.3
0
0
1
0
0
0
29
0
9924_71320
0
5
764
0
0
135
0
0
1,500
bus_only
914
764
15
14
1
16.8
3,244.7
3,227.9
0
0
1
0
0
24
24
1
9924_71320
1
5
687
0
0
135
0
0
1,500
bus_only
1,251
687
429
14
415
514
3,373.6
2,859.6
0
0
1
0
0
0
24
0
9924_71320
2
5
881
0
0
302
0
0
1,500
bus_only
1,538
881
355
14
341
425.6
5,312
4,886.4
0
0
1
0
0
0
24
0
9924_71320
3
5
786
0
0
302
0
0
1,500
bus_only
1,539
786
451
14
437
540.2
5,203.5
4,663.2
0
0
1
0
0
0
24
0
9924_71320
4
5
688
0
0
646
0
0
1,500
bus_only
1,832
688
498
14
484
597
3,495.4
2,898.4
0
0
1
0
0
0
24
0
9924_71985
0
6
628
0
0
469
0
0
1,500
bus_only
1,126
628
29
14
15
33.7
3,367.6
3,333.9
0
0
1
0
0
49
50
0.98
9924_71985
1
6
618
0
0
168
0
1
1,500
bus_only
815
618
29
14
15
33.7
3,367.6
3,333.9
0
0
1
0
0
0
50
0
9924_71985
2
6
572
0
0
144
0
0
1,500
bus_only
912
572
196
14
182
233.4
3,414.1
3,180.7
0
0
1
0
0
1
50
0.02
9924_71985
3
6
653
0
0
529
0
0
1,500
bus_only
1,330
653
148
14
134
176.3
3,643.8
3,467.5
0
0
1
0
0
0
50
0
9924_71985
4
6
598
0
0
44
0
0
1,500
bus_only
1,067
598
425
14
411
509
3,855.9
3,346.9
0
0
1
0
0
0
50
0
9924_71985
5
6
539
0
0
104
0
0
1,500
bus_only
1,080
539
437
14
423
522.6
3,447.2
2,924.6
0
0
1
0
0
0
50
0
9924_72075
0
6
564
0
0
118
0
0
1,500
bus_only
697
564
15
14
1
16.9
3,950.6
3,933.7
0
0
1
0
0
26
37
0.702703
9924_72075
1
6
509
0
0
118
0
0
1,500
bus_only
998
509
371
14
357
444.5
4,060.9
3,616.5
0
0
1
0
0
0
37
0
9924_72075
2
6
594
0
0
178
0
0
1,500
bus_only
1,070
594
298
14
284
356.2
4,565.8
4,209.6
0
0
1
0
0
0
37
0
9924_72075
3
6
593
0
0
350
0
0
1,500
bus_only
1,226
593
283
14
269
338
4,403.3
4,065.3
0
0
1
0
0
0
37
0
9924_72075
4
6
522
0
0
290
0
0
1,500
bus_only
1,146
522
334
14
320
400.3
4,063.3
3,662.9
0
0
1
0
0
0
37
0
9924_72075
5
6
612
0
0
176
0
0
1,500
bus_only
1,229
612
441
14
427
528.5
4,841.6
4,313.1
0
0
1
0
0
11
37
0.297297
9924_72077
0
3
631
0
0
180
0
0
1,500
bus_only
834
631
23
14
9
26.8
4,584
4,557.2
0
0
1
0
0
33
34
0.970588
9924_72077
1
3
612
0
0
231
0
0
1,500
bus_only
1,146
612
303
14
289
363.1
4,676.2
4,313.1
0
0
1
0
0
1
34
0.029412
9924_72077
2
3
596
0
0
240
0
0
1,500
bus_only
1,231
596
395
14
381
472.6
4,682.2
4,209.6
0
0
1
0
0
0
34
0
9924_72079
0
4
770
0
0
281
0
0
1,500
bus_only
1,066
770
15
14
1
17.2
5,779
5,761.8
0
0
1
0
0
18
19
0.947368
9924_72079
1
4
757
0
0
129
0
1
1,500
bus_only
901
757
15
14
1
17.2
5,779
5,761.8
0
0
1
0
0
1
19
0.052632