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
9966_8001015
10
11
725
0
0
531
0
1
1,500
bus_only
2,059
725
803
71
732
962.6
5,492
4,529.3
0
0
1
0
0
0
24
0
9966_8002114
0
11
961
0
0
260
0
0
1,500
bus_only
1,234
961
13
1
12
15
4,929.7
4,914.6
0
0
1
0
0
105
105
1
9966_8002114
1
11
695
0
0
386
0
1
1,500
bus_only
1,397
695
316
71
245
378.2
6,364.6
5,986.4
0
0
1
0
0
0
105
0
9966_8002114
2
11
1,014
0
0
260
0
0
1,500
bus_only
1,652
1,014
378
1
377
452.2
5,705.7
5,253.5
0
0
1
0
0
0
105
0
9966_8002114
3
11
809
0
0
446
0
2
1,500
bus_only
1,623
809
368
1
367
439.6
5,241.2
4,801.5
0
0
1
0
0
0
105
0
9966_8002114
4
11
893
0
0
320
0
0
1,500
bus_only
1,656
893
443
1
442
530.5
5,012.6
4,482.1
0
0
1
0
0
0
105
0
9966_8002114
5
11
782
0
0
375
0
1
1,500
bus_only
1,574
782
417
1
416
498.5
5,696.6
5,198.1
0
0
1
0
0
0
105
0
9966_8002114
6
11
737
0
0
350
0
0
1,500
bus_only
1,574
737
487
71
416
582.6
5,783.4
5,200.8
0
0
1
0
0
0
105
0
9966_8002114
7
11
663
0
0
224
0
0
1,500
bus_only
1,397
663
510
265
245
610.6
6,299.5
5,688.8
0
0
1
0
0
0
105
0
9966_8002114
8
11
764
0
0
421
0
1
1,500
bus_only
1,623
764
438
71
367
523.7
5,328
4,804.3
0
0
1
0
0
0
105
0
9966_8002114
9
11
739
0
0
446
0
1
1,500
bus_only
1,743
739
558
71
487
668.4
7,249.6
6,581.2
0
0
1
0
0
0
105
0
9966_8002114
10
11
707
0
0
284
0
0
1,500
bus_only
1,743
707
752
265
487
900.8
7,184.4
6,283.7
0
0
1
0
0
0
105
0
9966_8002239
0
4
311
0
0
572
0
0
1,500
bus_only
885
311
2
1
1
1.6
1,588
1,586.4
0
0
1
0
0
57
57
1
9966_8002239
1
4
249
0
0
384
0
0
1,500
bus_only
705
249
72
71
1
85.7
1,674.8
1,589.1
0
0
1
0
0
0
57
0
9966_8002239
2
4
253
0
0
632
0
0
1,500
bus_only
1,166
253
281
1
280
335.7
1,639.9
1,304.2
0
0
1
0
0
0
57
0
9966_8002239
3
4
191
0
0
444
0
0
1,500
bus_only
986
191
351
71
280
419.8
1,726.7
1,306.9
0
0
1
0
0
0
57
0
9966_8002713
0
3
1,354
0
0
51
0
0
1,500
bus_only
1,407
1,354
2
1
1
1
8,078.5
8,077.5
0
0
1
0
0
17
17
1
9966_8002713
1
3
1,292
0
0
51
0
0
1,500
bus_only
1,723
1,292
380
1
379
455
8,196.2
7,741.2
0
0
1
0
0
0
17
0
9966_8002713
2
3
1,422
0
0
51
0
0
1,500
bus_only
1,725
1,422
252
1
251
301.4
8,601.7
8,300.3
0
0
1
0
0
0
17
0
9966_8501629
0
4
657
0
0
163
0
0
1,500
bus_only
822
657
2
1
1
1
3,605.8
3,604.8
0
0
1
0
0
155
155
1
9966_8501629
1
4
685
0
0
163
0
0
1,500
bus_only
1,206
685
358
1
357
428.8
4,350.5
3,921.7
0
0
1
0
0
0
155
0
9966_8501629
2
4
500
0
0
411
0
0
1,500
bus_only
1,539
500
628
71
557
753
4,581.6
3,828.6
0
0
1
0
0
0
155
0
9966_8501629
3
4
545
0
0
436
0
1
1,500
bus_only
1,539
545
558
1
557
668.9
4,494.8
3,825.8
0
0
1
0
0
0
155
0
9966_8501957
0
8
878
0
0
42
0
0
1,500
bus_only
922
878
2
1
1
1.1
4,840.8
4,839.6
0
0
1
0
0
64
65
1
9966_8501957
1
8
976
0
0
42
0
0
1,500
bus_only
1,220
976
202
1
201
241.1
5,258.9
5,017.8
0
0
1
0
0
0
65
0
9966_8501957
2
8
835
0
0
42
0
0
1,500
bus_only
1,281
835
404
1
403
483.8
4,965.9
4,482.1
0
0
1
0
0
0
65
0
9966_8501957
3
8
1,039
0
0
102
0
0
1,500
bus_only
1,527
1,039
386
1
385
461.8
5,720.3
5,258.6
0
0
1
0
0
0
65
0
9966_8501957
4
8
792
0
0
42
0
0
1,500
bus_only
1,372
792
538
1
537
644.2
4,977.8
4,333.5
0
0
1
0
0
0
65
0
9966_8501957
5
8
1,093
0
0
42
0
0
1,500
bus_only
1,686
1,093
551
1
550
660.3
6,058.9
5,398.6
0
0
1
0
0
0
65
0
9966_8501957
6
8
793
0
0
105
0
1
1,500
bus_only
1,450
793
552
1
551
661.6
5,005
4,343.4
0
0
1
0
0
0
65
0
9966_8501957
7
8
575
0
0
187
93
1
1,500
bus_only
1,407
575
645
1
551
772.3
4,272.7
3,500.5
0
0
1
0
0
0
65
0
9966_9000485
0
8
784
0
0
426
0
0
1,500
bus_only
1,214
784
4
1
3
4.1
3,957.5
3,953.4
0
0
1
0
0
52
52
1
9966_9000485
1
8
515
0
0
255
0
1
1,500
bus_only
844
515
74
71
3
88.2
3,019.2
2,931
0
0
1
0
0
0
52
0
9966_9000485
2
8
441
0
0
85
0
0
1,500
bus_only
844
441
318
315
3
380.8
3,034
2,653.2
0
0
1
0
0
0
52
0
9966_9000485
3
8
850
0
0
486
0
0
1,500
bus_only
1,717
850
381
1
380
455.6
4,789.2
4,333.5
0
0
1
0
0
0
52
0
9966_9000485
4
8
0
210
0
710
0
0
1,550
train_only
1,326
210
406
188
218
486.2
3,044.5
0
2,558.3
0
0
1
0
0
52
0
9966_9000485
5
8
587
0
0
315
0
1
1,500
bus_only
1,362
587
460
71
389
549.9
3,871
3,321.1
0
0
1
0
0
0
52
0
9966_9000485
6
8
894
0
0
486
0
0
1,500
bus_only
1,985
894
605
1
604
725
5,207.1
4,482.1
0
0
1
0
0
0
52
0
9966_9000485
7
8
513
0
0
145
0
0
1,500
bus_only
1,374
513
716
315
401
857.5
3,900.7
3,043.2
0
0
1
0
0
0
52
0
9966_9001051
0
4
373
0
0
428
0
1
1,500
bus_only
808
373
7
1
6
7.6
3,404.9
3,397.3
0
0
1
0
0
16
16
1
9966_9001051
1
4
476
0
0
484
0
0
1,500
bus_only
1,037
476
77
71
6
91.7
4,442.5
4,350.8
0
0
1
0
0
0
16
0
9966_9001051
2
4
433
0
0
484
0
0
1,500
bus_only
1,336
433
419
71
348
502.3
4,546
4,043.7
0
0
1
0
0
0
16
0
9966_9001051
3
4
330
0
0
428
0
1
1,500
bus_only
1,107
330
349
1
348
418.3
3,508.4
3,090.2
0
0
1
0
0
0
16
0
9966_9001061
0
4
334
0
0
237
0
1
1,500
bus_only
578
334
7
1
6
7.5
3,097.6
3,090.2
0
0
1
0
0
20
20
1
9966_9001061
1
4
423
0
0
457
0
0
1,500
bus_only
957
423
77
71
6
91.5
4,135.2
4,043.7
0
0
1
0
0
0
20
0
9966_9001061
2
4
467
0
0
457
0
0
1,500
bus_only
1,339
467
415
71
344
497.2
4,848
4,350.8
0
0
1
0
0
0
20
0
9966_9001061
3
4
378
0
0
237
0
1
1,500
bus_only
960
378
345
1
344
413.1
3,810.4
3,397.3
0
0
1
0
0
0
20
0
9966_9001074
0
11
1,220
0
0
206
0
0
1,500
bus_only
1,433
1,220
7
1
6
7.7
6,964.8
6,957
0
0
1
0
0
24
24
1
9966_9001074
1
11
943
0
0
408
0
3
1,500
bus_only
1,607
943
256
71
185
306.3
5,880.5
5,574.3
0
0
1
0
0
0
24
0
9966_9001074
2
11
1,241
0
0
266
0
0
1,500
bus_only
1,735
1,241
228
1
227
272.9
7,462.3
7,189.4
0
0
1
0
0
0
24
0
9966_9001074
3
11
1,437
0
0
743
0
0
1,500
bus_only
2,360
1,437
180
1
179
214.1
7,967.3
7,753.3
0
0
1
0
0
0
24
0
9966_9001074
4
11
1,403
0
0
743
0
0
1,500
bus_only
2,578
1,403
432
1
431
516.5
7,988.1
7,471.6
0
0
1
0
0
0
24
0
9966_9001074
5
11
1,016
0
0
304
0
2
1,500
bus_only
1,786
1,016
466
71
395
557.4
6,633.8
6,076.4
0
0
1
0
0
0
24
0
9966_9001074
6
11
1,519
0
0
743
0
0
1,500
bus_only
2,733
1,519
471
1
470
562.8
8,885.3
8,322.5
0
0
1
0
0
0
24
0
9966_9001074
7
11
1,548
0
0
743
0
0
1,500
bus_only
2,803
1,548
512
1
511
613.1
9,217.1
8,604
0
0
1
0
0
0
24
0
9966_9001074
8
11
909
0
0
468
0
3
1,500
bus_only
1,879
909
502
71
431
600.6
5,893.2
5,292.6
0
0
1
0
0
0
24
0
9966_9001074
9
11
1,165
0
0
266
0
0
1,500
bus_only
2,119
1,165
688
1
687
824.3
7,300.9
6,476.7
0
0
1
0
0
0
24
0
9966_9001074
10
11
1,068
0
0
304
0
2
1,500
bus_only
1,952
1,068
580
71
509
694.3
7,176.3
6,482
0
0
1
0
0
0
24
0
9966_9001075
0
6
1,126
0
0
339
0
0
1,500
bus_only
1,472
1,126
7
1
6
7.4
6,484
6,476.7
0
0
1
0
0
24
24
1
9966_9001075
1
6
915
0
0
341
82
2
1,500
bus_only
1,415
915
159
71
6
189.3
5,682.2
5,492.9
0
0
1
0
0
0
24
0
9966_9001075
2
6
1,083
0
0
399
0
0
1,500
bus_only
1,846
1,083
364
1
363
435.3
6,574.8
6,139.5
0
0
1
0
0
0
24
0
9966_9001075
3
6
1,188
0
0
399
0
0
1,500
bus_only
2,094
1,188
507
1
506
606.2
7,563.2
6,957
0
0
1
0
0
0
24
0
9966_9001075
4
6
872
0
0
401
82
2
1,500
bus_only
1,789
872
516
71
363
617.2
5,773
5,155.8
0
0
1
0
0
0
24
0
9966_9001075
5
6
977
0
0
401
82
2
1,500
bus_only
2,037
977
659
71
506
788.1
6,761.4
5,973.3
0
0
1
0
0
0
24
0
9966_9001076
0
4
1,308
0
0
76
0
0
1,500
bus_only
1,386
1,308
2
1
1
1
6,140.5
6,139.5
0
0
1
0
0
22
22
1
9966_9001076
1
4
1,270
0
0
76
0
0
1,500
bus_only
1,669
1,270
323
1
322
387
6,240.5
5,853.5
0
0
1
0
0
0
22
0
9966_9001076
2
4
1,353
0
0
76
0
0
1,500
bus_only
1,810
1,353
381
1
380
455.8
6,932.5
6,476.7
0
0
1
0
0
0
22
0
9966_9001076
3
4
1,203
0
0
136
0
0
1,500
bus_only
1,880
1,203
541
1
540
646.6
6,308
5,661.4
0
0
1
0
0
0
22
0
9966_9001077
0
23
1,119
0
0
551
0
0
1,500
bus_only
1,672
1,119
2
1
1
1.3
5,854.7
5,853.5
0
0
1
0
0
25
25
1
9966_9001077
1
23
941
0
0
412
82
2
1,500
bus_only
1,437
941
84
1
1
99.1
4,966.1
4,867
0
0
1
0
0
0
25
0
9966_9001077
2
23
1,052
0
0
551
0
0
1,500
bus_only
1,820
1,052
217
1
216
259.9
5,921.2
5,661.4
0
0
1
0
0
0
25
0
9966_9001077
3
23
1,154
0
0
262
54
2
1,500
bus_only
1,472
1,154
56
1
1
63.9
5,149.8
5,085.8
0
0
1
0
0
0
25
0
9966_9001077
4
23
1,017
0
0
526
82
1
1,500
bus_only
1,627
1,017
84
1
1
99.1
4,972.4
4,873.3
0
0
1
0
0
0
25
0
9966_9001077
5
23
888
0
0
451
61
1
1,500
bus_only
1,472
888
133
71
1
158.1
4,930.6
4,772.5
0
0
1
0
0
0
25
0
9966_9001077
6
23
1,155
0
0
611
0
0
1,500
bus_only
2,057
1,155
291
1
290
347.4
6,486.9
6,139.5
0
0
1
0
0
0
25
0
9966_9001077
7
23
1,087
0
0
262
54
2
1,500
bus_only
1,620
1,087
271
1
216
322.5
5,216.3
4,893.7
0
0
1
0
0
0
25
0
9966_9001077
8
23
950
0
0
526
82
1
1,500
bus_only
1,775
950
299
1
216
357.7
5,038.9
4,681.2
0
0
1
0
0
0
25
0
9966_9001077
9
23
821
0
0
451
61
1
1,500
bus_only
1,620
821
348
71
216
416.7
4,997.1
4,580.3
0
0
1
0
0
0
25
0
9966_9001077
10
23
874
0
0
412
82
2
1,500
bus_only
1,585
874
299
1
216
357.7
5,032.6
4,674.9
0
0
1
0
0
0
25
0
9966_9001077
11
23
1,010
0
0
551
0
0
1,500
bus_only
2,003
1,010
442
1
441
529.5
5,928.1
5,398.6
0
0
1
0
0
0
25
0
9966_9001077
12
23
924
0
0
511
61
1
1,500
bus_only
1,857
924
422
71
290
504.3
5,562.8
5,058.5
0
0
1
0
0
0
25
0
9966_9001077
13
23
977
0
0
472
82
2
1,500
bus_only
1,822
977
373
1
290
445.3
5,598.3
5,153.1
0
0
1
0
0
0
25
0
9966_9001077
14
23
894
0
0
299
82
1
1,500
bus_only
1,666
894
473
1
390
566.5
5,198.3
4,631.8
0
0
1
0
0
0
25
0
9966_9001077
15
23
1,045
0
0
262
54
2
1,500
bus_only
1,803
1,045
496
1
441
592.2
5,223.2
4,630.9
0
0
1
0
0
0
25
0
9966_9001077
16
23
908
0
0
526
82
1
1,500
bus_only
1,958
908
524
1
441
627.4
5,045.8
4,418.4
0
0
1
0
0
0
25
0
9966_9001077
17
23
779
0
0
451
61
1
1,500
bus_only
1,803
779
573
71
441
686.4
5,004
4,317.6
0
0
1
0
0
0
25
0
9966_9001077
18
23
846
0
0
299
82
1
1,500
bus_only
1,740
846
595
1
512
712
5,123.9
4,412
0
0
1
0
0
0
25
0
9966_9001077
19
23
871
0
0
665
23
4
1,500
bus_only
1,913
871
377
1
353
449.8
5,325.5
4,875.8
0
0
1
0
0
0
25
0
9966_9001077
20
23
819
0
0
647
23
3
1,500
bus_only
1,913
819
447
71
353
533.8
5,412.3
4,878.5
0
0
1
0
0
0
25
0
9966_9001077
21
23
1,017
0
0
461
46
3
1,500
bus_only
1,968
1,017
490
1
443
584.2
6,152.5
5,568.3
0
0
1
0
0
0
25
0
9966_9001077
22
23
965
0
0
443
46
2
1,500
bus_only
1,968
965
560
71
443
668.3
6,239.3
5,571
0
0
1
0
0
0
25
0
9966_9001891
0
5
208
0
0
366
0
0
1,500
bus_only
576
208
2
1
1
1.1
908.3
907.1
0
0
1
0
0
176
176
1
9966_9001891
1
5
400
0
0
261
0
0
1,500
bus_only
894
400
233
71
162
278.1
2,452.1
2,174.1
0
0
1
0
0
0
176
0
9966_9001891
2
5
246
0
0
366
0
0
1,500
bus_only
939
246
327
1
326
391.4
1,588.2
1,196.8
0
0
1
0
0
0
176
0
9966_9001891
3
5
467
0
0
321
0
0
1,500
bus_only
1,240
467
452
71
381
540.8
2,922.7
2,381.8
0
0
1
0
0
0
176
0
9966_9001891
4
5
116
0
0
426
0
0
1,500
bus_only
1,050
116
508
1
507
607.2
1,037
429.9
0
0
1
0
0
0
176
0
9966_9002923
0
4
1,406
0
0
430
0
0
1,500
bus_only
1,843
1,406
7
1
6
7.2
8,634.2
8,627
0
0
1
0
0
22
22
1
9966_9002923
1
4
1,327
0
0
315
0
1
1,500
bus_only
1,649
1,327
7
1
6
7.2
8,627.7
8,620.5
0
0
1
0
0
0
22
0
9966_9002923
2
4
1,351
0
0
490
0
0
1,500
bus_only
2,185
1,351
344
1
343
411.2
8,701.4
8,290.1
0
0
1
0
0
0
22
0
9966_9002923
3
4
1,272
0
0
375
0
1
1,500
bus_only
1,991
1,272
344
1
343
411.2
8,694.9
8,283.7
0
0
1
0
0
0
22
0