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
9964_72286
1
5
467
0
0
244
0
0
1,500
bus_only
1,004
467
293
32
261
349.8
1,997.5
1,647.7
0
0
1
0
0
0
17
0
9964_72286
2
5
629
0
0
244
0
0
1,500
bus_only
1,373
629
500
32
468
598.4
2,892.6
2,294.2
0
0
1
0
0
0
17
0
9964_72286
3
5
362
0
0
418
5
1
1,500
bus_only
1,184
362
404
32
367
482
2,123.2
1,641.3
0
0
1
0
0
0
17
0
9964_72286
4
5
451
0
0
135
0
0
1,500
bus_only
1,228
451
642
275
367
769.2
2,343.6
1,574.4
0
0
1
0
0
0
17
0
9964_8001638
0
2
1,306
0
0
223
0
0
1,500
bus_only
1,597
1,306
68
32
36
79.9
4,650.4
4,570.5
0
0
1
0
0
109
109
1
9964_8001638
1
2
1,429
0
0
283
0
0
1,500
bus_only
2,189
1,429
477
32
445
570.6
5,542.2
4,971.6
0
0
1
0
0
0
109
0
9964_8001745
0
7
1,178
0
0
332
0
0
1,500
bus_only
1,611
1,178
101
32
69
119.2
5,408.6
5,289.4
0
0
1
0
0
71
71
1
9964_8001745
1
7
278
0
180
433
108
1
3,200
bus+gtx
1,596
458
705
205
392
844.3
6,413.4
1,158.8
0
4,410.2
1
0
1
0
71
0
9964_8001745
2
7
1,255
0
0
332
0
0
1,500
bus_only
1,825
1,255
238
32
206
284.3
5,817.7
5,533.5
0
0
1
0
0
0
71
0
9964_8001745
3
7
1,079
0
0
272
0
0
1,500
bus_only
1,804
1,079
453
32
421
542.6
5,514.2
4,971.6
0
0
1
0
0
0
71
0
9964_8001745
4
7
1,071
0
0
395
5
1
1,500
bus_only
2,086
1,071
620
32
583
742.4
5,566.6
4,824.2
0
0
1
0
0
0
71
0
9964_8001745
5
7
373
0
180
548
212
2
3,200
bus+gtx
1,751
553
650
205
233
777.7
6,594.9
1,407
0
4,410.2
1
0
1
0
71
0
9964_8001745
6
7
368
0
180
596
171
2
3,200
bus+gtx
1,848
548
704
205
328
842.1
6,901
1,648.7
0
4,410.2
1
0
1
0
71
0
9964_8001908
0
6
4,358
0
0
224
0
0
1,600
bus_only
4,615
4,358
33
32
1
38.2
19,223.8
19,185.6
0
0
1
0
0
26
26
1
9964_8001908
1
6
245
390
540
820
89
2
3,700
bus+train+gtx
2,444
1,175
449
205
155
535.5
20,760.7
1,204
4,038.1
14,983.2
1
1
1
0
26
0
9964_8001908
2
6
4,553
0
0
224
0
0
1,600
bus_only
4,943
4,553
166
32
134
198.1
20,163.2
19,965.1
0
0
1
0
0
0
26
0
9964_8001908
3
6
4,448
0
0
284
0
0
1,600
bus_only
5,165
4,448
433
32
401
517.6
20,079.1
19,561.5
0
0
1
0
0
0
26
0
9964_8001908
4
6
1,042
0
720
935
212
2
3,950
bus+gtx
3,491
1,762
794
205
377
950.2
27,407.2
7,606.9
0
18,850.2
1
0
1
0
26
0
9964_8001908
5
6
245
396
540
1,042
181
3
3,700
bus+train+gtx
3,515
1,181
1,292
205
906
1,546.9
22,057.2
1,204
4,323
14,983.2
1
1
1
0
26
0
9964_8002971
0
2
879
0
0
441
0
0
1,500
bus_only
1,369
879
49
32
17
57
3,831.9
3,774.9
0
0
1
0
0
77
77
1
9964_8002971
1
2
936
0
0
381
0
0
1,500
bus_only
1,656
936
339
32
307
404.9
4,463
4,058.1
0
0
1
0
0
0
77
0
9964_8448
0
5
251
0
0
770
0
0
1,500
bus_only
1,089
251
68
32
36
78.9
1,419.2
1,340.3
0
0
1
0
0
171
171
1
9964_8448
1
5
250
0
0
299
0
0
1,500
bus_only
855
250
306
275
31
366.2
1,639.6
1,273.4
0
0
1
0
0
0
171
0
9964_8448
2
5
394
0
0
710
0
0
1,500
bus_only
1,518
394
414
32
382
495.3
2,143
1,647.7
0
0
1
0
0
0
171
0
9964_8448
3
5
445
0
0
359
0
0
1,500
bus_only
1,421
445
617
275
342
739.7
2,314.1
1,574.4
0
0
1
0
0
0
171
0
9964_8448
4
5
181
0
0
319
334
1
1,500
bus_only
1,353
181
853
26
493
1,021.2
1,956.3
935
0
0
1
0
0
0
171
0
9964_8502310
0
4
3,739
0
0
606
0
0
1,500
bus_only
4,385
3,739
40
32
8
46.2
14,579.1
14,532.9
0
0
1
0
0
23
23
1
9964_8502310
1
4
352
1,470
0
340
100
1
1,650
bus+train
2,729
1,822
567
205
262
678
16,736.8
1,158.8
14,900
0
1
1
0
0
23
0
9964_8502310
2
4
3,604
0
0
715
4
1
1,500
bus_only
4,369
3,604
50
32
14
58.5
14,599.4
14,540.9
0
0
1
0
0
0
23
0
9964_8502310
3
4
577
1,740
0
326
65
1
1,650
bus+train
3,059
2,317
416
89
262
496.5
19,159.6
1,952.4
16,710.7
0
1
1
0
0
23
0
9964_8502850
0
3
1,483
0
0
775
0
0
1,500
bus_only
2,453
1,483
195
32
163
232.2
6,701.9
6,469.7
0
0
1
0
0
30
30
1
9964_8502850
1
3
510
0
180
424
218
2
3,200
bus+gtx
1,703
690
589
205
166
705.1
7,083.2
1,967.9
0
4,410.2
1
0
1
0
30
0
9964_8502850
2
3
1,519
0
0
297
153
1
1,500
bus_only
2,407
1,519
591
275
163
707.1
7,103.5
6,396.4
0
0
1
0
0
0
30
0
9964_8507
0
4
401
0
0
278
0
0
1,500
bus_only
733
401
54
32
22
62.5
1,710.2
1,647.7
0
0
1
0
0
59
59
1
9964_8507
1
4
258
0
0
218
0
0
1,500
bus_only
846
258
370
32
338
442.9
1,783.2
1,340.3
0
0
1
0
0
0
59
0
9964_8507
2
4
451
0
0
218
0
0
1,500
bus_only
1,052
451
383
32
351
458.9
2,413.1
1,954.2
0
0
1
0
0
0
59
0
9964_8507
3
4
533
0
0
311
0
0
1,500
bus_only
1,590
533
746
275
471
894.3
2,735.6
1,841.3
0
0
1
0
0
0
59
0
9964_8585
0
3
617
0
0
110
0
0
1,500
bus_only
788
617
61
32
29
71.2
2,365.4
2,294.2
0
0
1
0
0
16
16
1
9964_8585
1
3
512
0
0
50
0
0
1,500
bus_only
963
512
401
32
369
480.3
2,434.5
1,954.2
0
0
1
0
0
0
16
0
9964_8585
2
3
662
0
0
110
0
0
1,500
bus_only
1,085
662
313
32
281
373.8
2,915.1
2,541.3
0
0
1
0
0
0
16
0
9964_8609
0
2
596
0
0
529
0
0
1,500
bus_only
1,218
596
93
32
61
109.3
2,650.7
2,541.3
0
0
1
0
0
65
65
1
9964_8609
1
2
553
0
0
469
0
0
1,500
bus_only
1,272
553
250
32
218
299.3
2,593.4
2,294.2
0
0
1
0
0
0
65
0
9964_8692
0
3
936
0
0
685
0
0
1,500
bus_only
1,671
936
50
32
18
57.9
4,116
4,058.1
0
0
1
0
0
87
87
1
9964_8692
1
3
724
0
180
455
171
2
3,200
bus+gtx
1,662
904
303
64
68
361.4
7,641
2,869.4
0
4,410.2
1
0
1
0
87
0
9964_8692
2
3
879
0
0
685
0
0
1,500
bus_only
1,923
879
359
32
327
429.9
4,204.8
3,774.9
0
0
1
0
0
0
87
0
9964_8758
0
5
1,428
0
0
49
0
0
1,500
bus_only
1,526
1,428
49
32
17
57.7
5,591.1
5,533.5
0
0
1
0
0
51
51
1
9964_8758
1
5
469
0
180
520
64
3
3,200
bus+gtx
1,437
649
268
32
172
318.6
6,497.9
1,769.1
0
4,410.2
1
0
1
0
51
0
9964_8758
2
5
1,351
0
0
109
0
0
1,500
bus_only
1,784
1,351
324
32
292
386.9
5,676.3
5,289.4
0
0
1
0
0
0
51
0
9964_8758
3
5
167
0
180
558
26
1
3,200
bus+gtx
1,482
347
577
394
157
690.3
5,835
734.4
0
4,410.2
1
0
1
0
51
0
9964_8758
4
5
3,045
0
0
591
0
1
1,500
bus_only
4,226
3,045
590
64
526
706.6
9,425.9
8,719.3
0
0
1
0
0
0
51
0
9964_8790
0
6
1,646
0
0
379
0
0
1,500
bus_only
2,076
1,646
51
32
19
60.1
7,129.4
7,069.3
0
0
1
0
0
60
60
1
9964_8790
1
6
425
0
180
557
136
2
3,200
bus+gtx
1,585
605
423
269
18
505.9
7,020.8
2,104.6
0
4,410.2
1
0
1
0
60
0
9964_8790
2
6
1,717
0
0
379
0
0
1,500
bus_only
2,452
1,717
356
32
324
426.4
7,768.6
7,342.2
0
0
1
0
0
0
60
0
9964_8790
3
6
519
0
300
650
108
2
3,200
bus+gtx
1,898
819
429
269
52
512
10,216.7
2,356.9
0
7,347.7
1
0
1
0
60
0
9964_8790
4
6
440
0
300
590
108
2
3,200
bus+gtx
2,048
740
718
269
341
858.4
10,268.2
2,062.1
0
7,347.7
1
0
1
0
60
0
9964_8790
5
6
517
0
180
557
136
2
3,200
bus+gtx
1,983
697
729
269
324
873.2
7,660.2
2,376.8
0
4,410.2
1
0
1
0
60
0
9964_8879
0
5
2,420
0
0
402
0
0
1,500
bus_only
2,867
2,420
45
32
13
52.2
8,810.6
8,758.3
0
0
1
0
0
13
13
1
9964_8879
1
5
245
0
300
431
77
1
3,200
bus+gtx
1,375
545
399
205
117
477.2
9,028.9
1,204
0
7,347.7
1
0
1
0
13
0
9964_8879
2
5
2,516
0
0
402
0
0
1,500
bus_only
3,302
2,516
384
32
352
459.8
9,522.3
9,062.5
0
0
1
0
0
0
13
0
9964_8879
3
5
484
1,050
0
620
15
1
1,550
bus+train
2,279
1,534
125
64
46
148.8
13,056.1
2,213.5
10,693.8
0
1
1
0
0
13
0
9964_8879
4
5
352
660
0
526
100
1
1,550
bus+train
2,823
1,012
1,285
205
980
1,539.5
10,422.9
1,158.8
7,724.5
0
1
1
0
0
13
0
9966_10695
0
2
2,038
0
0
388
0
0
1,500
bus_only
2,428
2,038
2
1
1
1.5
13,950.4
13,948.9
0
0
1
0
0
22
22
1
9966_10695
1
2
2,092
0
0
448
0
0
1,500
bus_only
3,011
2,092
471
1
470
562.5
14,979.1
14,416.6
0
0
1
0
0
0
22
0
9966_13260
0
19
724
0
0
530
0
0
1,500
bus_only
1,256
724
2
1
1
1
4,483.1
4,482.1
0
0
1
0
0
32
32
1
9966_13260
1
19
716
0
0
309
6
1
1,500
bus_only
1,083
716
58
51
1
67.1
3,672.8
3,605.7
0
0
1
0
0
0
32
0
9966_13260
2
19
681
0
0
530
0
0
1,500
bus_only
1,380
681
169
1
168
201.3
4,534.8
4,333.5
0
0
1
0
0
0
32
0
9966_13260
3
19
618
0
0
334
27
1
1,500
bus_only
1,152
618
200
1
172
237.2
4,549.5
4,312.3
0
0
1
0
0
0
32
0
9966_13260
4
19
512
0
0
330
61
1
1,500
bus_only
1,146
512
304
71
172
362.2
3,624.6
3,262.4
0
0
1
0
0
0
32
0
9966_13260
5
19
690
0
0
274
27
1
1,500
bus_only
1,342
690
378
1
350
452.1
5,125.4
4,673.3
0
0
1
0
0
0
32
0
9966_13260
6
19
768
0
0
530
0
0
1,500
bus_only
1,702
768
404
1
403
483.6
5,323.2
4,839.6
0
0
1
0
0
0
32
0
9966_13260
7
19
590
0
0
257
106
1
1,500
bus_only
1,306
590
459
71
282
549.2
4,422.2
3,872.9
0
0
1
0
0
0
32
0
9966_13260
8
19
584
0
0
270
61
1
1,500
bus_only
1,336
584
482
71
350
577
4,200.5
3,623.4
0
0
1
0
0
0
32
0
9966_13260
9
19
760
0
0
309
6
1
1,500
bus_only
1,529
760
460
51
403
549.7
4,513
3,963.3
0
0
1
0
0
0
32
0
9966_13260
10
19
627
0
0
590
0
0
1,500
bus_only
1,717
627
500
1
499
597.4
4,550.8
3,953.4
0
0
1
0
0
0
32
0
9966_13260
11
19
553
0
0
334
27
1
1,500
bus_only
1,414
553
527
1
499
629.3
4,551.5
3,922.2
0
0
1
0
0
0
32
0
9966_13260
12
19
536
0
0
257
106
1
1,500
bus_only
1,355
536
562
71
385
672.6
4,264.8
3,592.2
0
0
1
0
0
0
32
0
9966_13260
13
19
920
0
0
590
0
0
1,500
bus_only
2,048
920
538
1
537
644.2
5,902.8
5,258.6
0
0
1
0
0
0
32
0
9966_13260
14
19
860
0
0
530
0
0
1,500
bus_only
1,936
860
546
1
545
653.7
5,671.5
5,017.8
0
0
1
0
0
0
32
0
9966_13260
15
19
883
0
0
282
0
1
1,500
bus_only
1,703
883
538
1
537
644.2
6,142.4
5,498.1
0
0
1
0
0
0
32
0
9966_13260
16
19
823
0
0
222
0
1
1,500
bus_only
1,591
823
546
1
545
653.7
5,911.1
5,257.4
0
0
1
0
0
0
32
0
9966_13260
17
19
447
0
0
330
61
1
1,500
bus_only
1,408
447
631
71
499
754.3
3,626.7
2,872.4
0
0
1
0
0
0
32
0
9966_13260
18
19
540
0
0
649
0
0
1,500
bus_only
1,865
540
676
315
361
809.2
4,213.4
3,404.2
0
0
1
0
0
0
32
0
9966_71117
0
16
998
0
0
280
0
0
1,500
bus_only
1,288
998
10
1
9
10.6
6,343.2
6,332.6
0
0
1
0
0
38
41
0.926829
9966_71117
1
16
811
0
0
323
0
2
1,500
bus_only
1,214
811
80
71
9
94.7
4,800.3
4,705.6
0
0
1
0
0
1
41
0.02439
9966_71117
2
16
901
0
0
280
0
0
1,500
bus_only
1,413
901
232
1
231
277
6,412
6,135
0
0
1
0
0
0
41
0
9966_71117
3
16
778
0
0
489
0
1
1,500
bus_only
1,277
778
10
1
9
10.6
4,788.7
4,778.1
0
0
1
0
0
2
41
0.04878
9966_71117
4
16
837
0
0
280
0
0
1,500
bus_only
1,405
837
288
1
287
345
6,270.1
5,925.1
0
0
1
0
0
0
41
0
9966_71117
5
16
681
0
0
489
0
1
1,500
bus_only
1,402
681
232
1
231
277
4,857.5
4,580.6
0
0
1
0
0
0
41
0
9966_71117
6
16
617
0
0
489
0
1
1,500
bus_only
1,394
617
288
1
287
345
4,715.7
4,370.6
0
0
1
0
0
0
41
0
9966_71117
7
16
1,044
0
0
280
0
0
1,500
bus_only
1,660
1,044
336
1
335
401.8
7,037.6
6,635.8
0
0
1
0
0
0
41
0
9966_71117
8
16
659
0
0
473
0
2
1,500
bus_only
1,446
659
314
71
243
375.5
4,655.3
4,279.9
0
0
1
0
0
0
41
0
9966_71117
9
16
734
0
0
383
0
2
1,500
bus_only
1,500
734
383
71
312
458.1
4,864.3
4,406.2
0
0
1
0
0
0
41
0
9966_71117
10
16
815
0
0
280
0
0
1,500
bus_only
1,601
815
506
1
505
606.2
6,279.6
5,673.5
0
0
1
0
0
0
41
0
9966_71117
11
16
1,082
0
0
340
0
0
1,500
bus_only
1,924
1,082
502
1
501
600.2
7,459.1
6,858.8
0
0
1
0
0
0
41
0
9966_71117
12
16
857
0
0
323
0
2
1,500
bus_only
1,586
857
406
71
335
485.9
5,494.7
5,008.8
0
0
1
0
0
0
41
0
9966_71117
13
16
872
0
0
432
0
1
1,500
bus_only
1,767
872
463
1
462
554
6,551.1
5,997.1
0
0
1
0
0
0
41
0
9966_71117
14
16
827
0
0
372
0
1
1,500
bus_only
1,681
827
482
1
481
577.7
6,223.9
5,646.2
0
0
1
0
0
0
41
0
9966_71117
15
16
590
0
0
473
0
2
1,500
bus_only
1,697
590
634
71
563
759.9
4,613.6
3,853.7
0
0
1
0
0
0
41
0
9966_71118
0
11
1,259
0
0
263
0
0
1,500
bus_only
1,524
1,259
2
1
1
1.5
6,637.3
6,635.8
0
0
1
0
0
14
14
1
9966_71118
1
11
935
0
0
425
0
1
1,500
bus_only
1,432
935
72
71
1
85.6
5,219.3
5,133.7
0
0
1
0
0
0
14
0