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
9954_9591
3
20
813
0
0
174
0
0
1,500
bus_only
1,169
813
182
5
177
216.9
2,503.6
2,286.7
0
0
1
0
0
0
190
0
9954_9591
4
20
638
0
0
174
0
0
1,500
bus_only
1,195
638
383
5
378
459
2,254
1,795
0
0
1
0
0
0
190
0
9954_9591
5
20
641
0
0
119
0
0
1,500
bus_only
1,156
641
396
10
386
474
2,253.3
1,779.3
0
0
1
0
0
0
190
0
9954_9591
6
20
989
0
0
242
0
0
1,500
bus_only
1,682
989
451
10
441
539.5
3,081.7
2,542.2
0
0
1
0
0
0
190
0
9954_9591
7
20
884
0
0
234
0
0
1,500
bus_only
1,584
884
466
5
461
557
3,140.4
2,583.4
0
0
1
0
0
0
190
0
9954_9591
8
20
1,078
0
0
115
0
0
1,500
bus_only
1,676
1,078
483
10
473
578.7
4,559.5
3,980.8
0
0
1
0
0
0
190
0
9954_9591
9
20
781
0
0
999
0
1
1,500
bus_only
2,126
781
346
10
336
414.7
3,436.7
3,022.1
0
0
1
0
0
0
190
0
9954_9591
10
20
1,568
0
0
188
0
1
1,500
bus_only
2,146
1,568
390
10
380
467
4,877.9
4,410.9
0
0
1
0
0
0
190
0
9954_9591
11
20
896
0
0
188
0
1
1,500
bus_only
1,567
896
483
10
473
578.7
2,956.5
2,377.8
0
0
1
0
0
0
190
0
9954_9591
12
20
2,046
0
0
232
0
0
1,500
bus_only
2,689
2,046
411
31
380
492.5
6,074.2
5,581.7
0
0
1
0
0
0
190
0
9954_9591
13
20
1,487
0
0
188
0
1
1,500
bus_only
2,099
1,487
424
10
414
507.4
4,625.7
4,118.3
0
0
1
0
0
0
190
0
9954_9591
14
20
1,965
0
0
232
0
0
1,500
bus_only
2,642
1,965
445
31
414
532.9
5,821.9
5,289
0
0
1
0
0
0
190
0
9954_9591
15
20
1,437
0
0
188
0
1
1,500
bus_only
2,117
1,437
492
10
482
589.1
4,585.7
3,996.6
0
0
1
0
0
0
190
0
9954_9591
16
20
643
0
0
999
0
1
1,500
bus_only
2,107
643
465
10
455
557
3,025.6
2,468.5
0
0
1
0
0
0
190
0
9954_9591
17
20
1,915
0
0
232
0
0
1,500
bus_only
2,660
1,915
513
31
482
614.6
5,781.9
5,167.3
0
0
1
0
0
0
190
0
9954_9591
18
20
690
0
0
825
0
0
1,500
bus_only
2,107
690
592
137
455
709.6
3,384.4
2,674.8
0
0
1
0
0
0
190
0
9954_9591
19
20
996
0
0
223
0
0
1,500
bus_only
1,886
996
667
10
657
798.8
3,358
2,559.2
0
0
1
0
0
0
190
0
9954_9648
0
14
666
0
0
137
0
0
1,500
bus_only
837
666
34
10
24
39.1
1,818.3
1,779.3
0
0
1
0
0
249
249
1
9954_9648
1
14
539
0
0
77
0
0
1,500
bus_only
1,032
539
416
10
406
497.9
1,937.4
1,439.6
0
0
1
0
0
0
249
0
9954_9648
2
14
343
0
0
582
0
0
1,500
bus_only
1,222
343
297
10
287
355.7
1,862.4
1,506.6
0
0
1
0
0
0
249
0
9954_9648
3
14
886
0
0
444
0
1
1,500
bus_only
1,649
886
319
31
288
381.9
3,583.9
3,202
0
0
1
0
0
0
249
0
9954_9648
4
14
767
0
0
77
0
0
1,500
bus_only
1,179
767
335
10
325
400.8
2,488.7
2,087.9
0
0
1
0
0
0
249
0
9954_9648
5
14
378
0
0
582
0
0
1,500
bus_only
1,382
378
422
10
412
505.3
2,209.9
1,704.6
0
0
1
0
0
0
249
0
9954_9648
6
14
828
0
0
336
0
0
1,500
bus_only
1,595
828
431
137
294
516.5
3,744.8
3,228.3
0
0
1
0
0
0
249
0
9954_9648
7
14
654
0
0
384
0
1
1,500
bus_only
1,437
654
399
31
368
477.8
2,785.8
2,307.9
0
0
1
0
0
0
249
0
9954_9648
8
14
748
0
0
444
0
1
1,500
bus_only
1,585
748
393
31
362
469.4
3,117.9
2,648.5
0
0
1
0
0
0
249
0
9954_9648
9
14
596
0
0
336
0
0
1,500
bus_only
1,437
596
505
137
368
605
2,939.2
2,334.2
0
0
1
0
0
0
249
0
9954_9648
10
14
690
0
0
396
0
0
1,500
bus_only
1,585
690
499
137
362
596.5
3,271.3
2,674.8
0
0
1
0
0
0
249
0
9954_9648
11
14
874
0
0
137
0
0
1,500
bus_only
1,546
874
535
10
525
640.6
2,903.9
2,263.3
0
0
1
0
0
0
249
0
9954_9648
12
14
702
0
0
384
0
1
1,500
bus_only
1,546
702
460
31
429
551.4
3,036.5
2,485.1
0
0
1
0
0
0
249
0
9954_9648
13
14
644
0
0
336
0
0
1,500
bus_only
1,546
644
566
137
429
678.5
3,190
2,511.4
0
0
1
0
0
0
249
0
9954_9734
0
14
766
0
0
320
0
0
1,500
bus_only
1,107
766
21
5
16
23.7
2,902.1
2,878.3
0
0
1
0
0
42
42
1
9954_9734
1
14
611
0
0
246
0
0
1,500
bus_only
1,041
611
184
10
174
219.5
3,177.5
2,958
0
0
1
0
0
0
42
0
9954_9734
2
14
1,139
0
0
144
0
0
1,500
bus_only
1,463
1,139
180
10
170
215.6
3,364.1
3,148.5
0
0
1
0
0
0
42
0
9954_9734
3
14
697
0
0
320
0
0
1,500
bus_only
1,340
697
323
5
318
386.4
2,970.8
2,584.4
0
0
1
0
0
0
42
0
9954_9734
4
14
1,096
0
0
114
0
0
1,500
bus_only
1,626
1,096
416
10
406
497.8
3,944.8
3,447
0
0
1
0
0
0
42
0
9954_9734
5
14
792
0
0
259
0
1
1,500
bus_only
1,467
792
416
10
406
497.8
3,610.6
3,112.8
0
0
1
0
0
0
42
0
9954_9734
6
14
793
0
0
238
0
0
1,500
bus_only
1,542
793
511
10
501
612.7
2,806.8
2,194.1
0
0
1
0
0
0
42
0
9954_9734
7
14
850
0
0
234
0
0
1,500
bus_only
1,600
850
516
5
511
618.3
3,710
3,091.7
0
0
1
0
0
0
42
0
9954_9734
8
14
987
0
0
320
0
0
1,500
bus_only
1,811
987
504
5
499
604
3,977.3
3,373.3
0
0
1
0
0
0
42
0
9954_9734
9
14
1,137
0
0
118
0
0
1,500
bus_only
1,780
1,137
525
10
515
629.2
4,234.3
3,605
0
0
1
0
0
0
42
0
9954_9734
10
14
777
0
0
389
0
1
1,500
bus_only
1,647
777
481
10
471
575.6
3,408.7
2,833.1
0
0
1
0
0
0
42
0
9954_9734
11
14
1,007
0
0
132
0
0
1,500
bus_only
1,698
1,007
559
10
549
669.8
3,732.7
3,063
0
0
1
0
0
0
42
0
9954_9734
12
14
829
0
0
259
0
1
1,500
bus_only
1,613
829
525
10
515
629.2
3,900
3,270.8
0
0
1
0
0
0
42
0
9954_9734
13
14
0
360
0
716
0
0
1,550
train_only
1,740
360
664
141
523
794.3
3,763.6
0
2,969.3
0
0
1
0
0
42
0
9954_9769
0
8
931
0
0
83
0
0
1,500
bus_only
1,033
931
19
10
9
21.4
2,620.5
2,599.1
0
0
1
0
0
0
98
0
9954_9769
1
8
705
0
0
363
0
0
1,500
bus_only
1,083
705
15
5
10
17.1
2,601.6
2,584.4
0
0
1
0
0
98
98
1
9954_9769
2
8
955
0
0
78
0
0
1,500
bus_only
1,297
955
264
10
254
315.9
2,804.7
2,488.9
0
0
1
0
0
0
98
0
9954_9769
3
8
1,026
0
0
143
0
0
1,500
bus_only
1,475
1,026
306
10
296
365.8
3,258.8
2,893
0
0
1
0
0
0
98
0
9954_9769
4
8
812
0
0
143
0
0
1,500
bus_only
1,319
812
364
10
354
435.5
2,723.7
2,288.2
0
0
1
0
0
0
98
0
9954_9769
5
8
791
0
0
363
0
0
1,500
bus_only
1,483
791
329
5
324
393.9
3,272.2
2,878.3
0
0
1
0
0
0
98
0
9954_9769
6
8
1,083
0
0
83
0
0
1,500
bus_only
1,615
1,083
449
10
439
538.4
3,576.8
3,038.4
0
0
1
0
0
0
98
0
9954_9769
7
8
1,085
0
0
194
0
0
1,500
bus_only
1,755
1,085
476
5
471
570
4,032.1
3,462
0
0
1
0
0
0
98
0
9954_9806
0
12
451
0
0
246
0
0
1,500
bus_only
718
451
21
5
16
23.7
1,626.2
1,602.6
0
0
1
0
0
306
306
1
9954_9806
1
12
518
0
0
81
0
0
1,500
bus_only
651
518
52
10
42
61.4
1,647.2
1,585.8
0
0
1
0
0
0
306
0
9954_9806
2
12
454
0
0
87
0
0
1,500
bus_only
822
454
281
10
271
336.7
2,480
2,143.2
0
0
1
0
0
0
306
0
9954_9806
3
12
980
0
0
207
0
1
1,500
bus_only
1,481
980
294
31
263
352.2
3,894.3
3,542.1
0
0
1
0
0
0
306
0
9954_9806
4
12
365
0
0
87
0
0
1,500
bus_only
808
365
356
10
346
426.3
2,129.7
1,703.3
0
0
1
0
0
0
306
0
9954_9806
5
12
0
240
0
257
0
0
1,550
train_only
909
240
412
141
271
492.7
2,303.5
0
1,810.7
0
0
1
0
0
306
0
9954_9806
6
12
350
0
0
141
0
0
1,500
bus_only
957
350
466
10
456
558
1,765.6
1,207.6
0
0
1
0
0
0
306
0
9954_9806
7
12
580
0
0
549
0
1
1,500
bus_only
1,475
580
346
10
336
413.7
2,803.1
2,389.4
0
0
1
0
0
0
306
0
9954_9806
8
12
327
0
0
87
0
0
1,500
bus_only
926
327
512
10
502
613.2
2,158
1,544.7
0
0
1
0
0
0
306
0
9954_9806
9
12
1,120
0
0
564
0
0
1,500
bus_only
2,051
1,120
367
31
336
439.2
3,704.6
3,265.4
0
0
1
0
0
0
306
0
9954_9806
10
12
535
0
0
306
0
0
1,500
bus_only
1,323
535
482
5
477
577.5
2,629.9
2,052.4
0
0
1
0
0
0
306
0
9954_9806
11
12
426
0
0
359
0
0
1,500
bus_only
1,300
426
515
10
505
617
2,321.6
1,704.6
0
0
1
0
0
0
306
0
9954_9809
0
16
191
0
0
202
0
0
1,500
bus_only
411
191
18
10
8
20.1
948.3
928.1
0
0
1
0
0
52
149
0.348993
9954_9809
1
16
151
0
0
142
0
0
1,500
bus_only
506
151
213
10
203
254.2
1,006.5
752.4
0
0
1
0
0
0
149
0
9954_9809
2
16
253
0
0
142
0
0
1,500
bus_only
702
253
307
10
297
367.2
1,562.5
1,195.3
0
0
1
0
0
0
149
0
9954_9809
3
16
508
0
0
304
0
0
1,500
bus_only
1,139
508
327
31
296
392.3
1,983.4
1,591.2
0
0
1
0
0
0
149
0
9954_9809
4
16
333
0
0
270
0
0
1,500
bus_only
948
333
345
5
340
413.5
1,656.8
1,243.3
0
0
1
0
0
97
149
0.651007
9954_9809
5
16
95
0
0
142
0
0
1,500
bus_only
650
95
413
10
403
494.3
985.8
491.5
0
0
1
0
0
0
149
0
9954_9809
6
16
171
0
0
64
0
0
1,500
bus_only
656
171
421
10
411
504.4
1,099.1
594.7
0
0
1
0
0
0
149
0
9954_9809
7
16
117
0
0
270
0
0
1,500
bus_only
798
117
411
5
406
492.7
985.9
493.2
0
0
1
0
0
0
149
0
9954_9809
8
16
678
0
0
304
0
0
1,500
bus_only
1,364
678
382
31
351
457.8
2,322
1,864.1
0
0
1
0
0
0
149
0
9954_9809
9
16
588
0
0
304
0
0
1,500
bus_only
1,297
588
405
31
374
485.1
2,189
1,703.9
0
0
1
0
0
0
149
0
9954_9809
10
16
748
0
0
304
0
0
1,500
bus_only
1,457
748
405
31
374
485.2
2,493.1
2,007.9
0
0
1
0
0
0
149
0
9954_9809
11
16
110
0
0
124
0
0
1,500
bus_only
793
110
559
10
549
669
1,228.6
559.6
0
0
1
0
0
0
149
0
9954_9809
12
16
496
0
0
488
0
1
1,500
bus_only
1,392
496
408
31
377
488.6
2,197
1,708.4
0
0
1
0
0
0
149
0
9954_9809
13
16
451
0
0
548
0
1
1,500
bus_only
1,432
451
433
31
402
518.7
2,062.2
1,543.6
0
0
1
0
0
0
149
0
9954_9809
14
16
430
0
0
448
0
0
1,500
bus_only
1,392
430
514
137
377
615.7
2,350.4
1,734.7
0
0
1
0
0
0
149
0
9954_9809
15
16
385
0
0
508
0
0
1,500
bus_only
1,432
385
539
137
402
645.8
2,215.7
1,569.9
0
0
1
0
0
0
149
0
9954_9813
0
8
343
0
0
48
0
0
1,500
bus_only
474
343
83
10
73
98.6
1,306.2
1,207.6
0
0
1
0
0
0
292
0
9954_9813
1
8
718
0
0
118
0
0
1,500
bus_only
994
718
158
10
148
188.3
2,806.1
2,617.8
0
0
1
0
0
0
292
0
9954_9813
2
8
428
0
0
264
0
0
1,500
bus_only
1,043
428
351
10
341
419.9
2,124.5
1,704.6
0
0
1
0
0
0
292
0
9954_9813
3
8
656
0
0
118
0
0
1,500
bus_only
1,176
656
402
10
392
481.7
2,872.2
2,390.5
0
0
1
0
0
0
292
0
9954_9813
4
8
400
0
0
264
0
0
1,500
bus_only
1,127
400
463
10
453
554.6
2,061.2
1,506.6
0
0
1
0
0
0
292
0
9954_9813
5
8
505
0
0
48
0
0
1,500
bus_only
1,059
505
506
10
496
606.3
2,192
1,585.8
0
0
1
0
0
0
292
0
9954_9813
6
8
419
0
0
171
0
0
1,500
bus_only
1,116
419
526
5
521
629.8
2,081.4
1,451.6
0
0
1
0
0
1
292
0.003425
9954_9813
7
8
451
0
0
204
0
0
1,500
bus_only
1,179
451
524
5
519
627.2
2,229.8
1,602.6
0
0
1
0
0
291
292
0.996575
9954_9824
0
15
398
0
0
61
0
0
1,500
bus_only
478
398
19
10
9
22.4
774.7
752.4
0
0
1
0
0
412
412
1
9954_9824
1
15
220
0
0
61
0
0
1,500
bus_only
579
220
298
10
288
356.6
848.1
491.5
0
0
1
0
0
0
412
0
9954_9824
2
15
462
0
0
61
0
0
1,500
bus_only
739
462
216
10
206
258.8
1,186.9
928.1
0
0
1
0
0
0
412
0
9954_9824
3
15
200
0
0
351
0
0
1,500
bus_only
754
200
203
10
193
243.1
1,049.1
806
0
0
1
0
0
0
412
0
9954_9824
4
15
246
0
0
351
0
0
1,500
bus_only
965
246
368
10
358
440.9
1,410.6
969.7
0
0
1
0
0
0
412
0
9954_9824
5
15
178
0
0
328
0
0
1,500
bus_only
916
178
410
5
405
490.9
1,085.6
594.7
0
0
1
0
0
0
412
0
9954_9824
6
15
236
0
0
248
0
0
1,500
bus_only
895
236
411
10
401
492.4
1,087.1
594.7
0
0
1
0
0
0
412
0
9954_9824
7
15
110
0
0
179
0
0
1,500
bus_only
791
110
502
10
492
601.3
1,161
559.6
0
0
1
0
0
0
412
0
9954_9824
8
15
310
0
0
411
0
0
1,500
bus_only
1,200
310
479
10
469
572.7
1,786.8
1,214.1
0
0
1
0
0
0
412
0
9954_9824
9
15
97
0
0
121
0
0
1,500
bus_only
795
97
577
10
567
690.2
966.1
275.9
0
0
1
0
0
0
412
0
9954_9824
10
15
866
0
0
582
0
0
1,500
bus_only
1,869
866
421
31
390
504.8
2,512.7
2,007.9
0
0
1
0
0
0
412
0