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
9926_60060
1
4
888
0
0
191
0
0
1,500
bus_only
1,421
888
342
1
341
408.4
5,806.3
5,397.9
0
0
1
0
0
18
46
0.391304
9926_60060
2
4
912
0
0
102
0
0
1,500
bus_only
1,434
912
420
1
419
502.9
5,969.2
5,466.3
0
0
1
0
0
0
46
0
9926_60060
3
4
815
0
0
162
0
0
1,500
bus_only
1,462
815
485
1
484
580.4
5,192
4,611.6
0
0
1
0
0
0
46
0
9926_70664
0
4
585
0
0
347
0
0
1,500
bus_only
934
585
2
1
1
1.1
3,878.1
3,877
0
0
1
0
0
22
22
1
9926_70664
1
4
531
0
0
347
0
0
1,500
bus_only
1,139
531
261
1
260
312
3,957.6
3,645.6
0
0
1
0
0
0
22
0
9926_70664
2
4
637
0
0
347
0
0
1,500
bus_only
1,343
637
359
1
358
429.3
4,623.5
4,194.2
0
0
1
0
0
0
22
0
9926_70664
3
4
993
0
0
422
0
0
1,500
bus_only
1,887
993
472
1
471
564.8
5,993.9
5,429.1
0
0
1
0
0
0
22
0
9926_71294
0
10
578
0
0
97
0
0
1,500
bus_only
685
578
10
1
9
10.1
3,617.4
3,607.4
0
0
1
0
0
14
15
0.933333
9926_71294
1
10
609
0
0
97
0
0
1,500
bus_only
1,011
609
305
1
304
364.8
4,235.3
3,870.5
0
0
1
0
0
0
15
0
9926_71294
2
10
947
0
0
59
0
0
1,500
bus_only
1,056
947
50
1
49
58.1
4,479.4
4,421.3
0
0
1
0
0
0
15
0
9926_71294
3
10
918
0
0
468
0
0
1,500
bus_only
1,740
918
354
1
353
423.8
4,193.1
3,769.2
0
0
1
0
0
0
15
0
9926_71294
4
10
575
0
0
168
0
0
1,500
bus_only
1,146
575
403
1
402
482.1
4,076.5
3,594.4
0
0
1
0
0
1
15
0.066667
9926_71294
5
10
518
0
0
157
0
0
1,500
bus_only
1,119
518
444
1
443
530.2
3,715.3
3,185.1
0
0
1
0
0
0
15
0
9926_71294
6
10
906
0
0
59
0
0
1,500
bus_only
1,388
906
423
1
422
506.3
4,558.2
4,051.9
0
0
1
0
0
0
15
0
9926_71294
7
10
602
0
0
168
0
0
1,500
bus_only
1,242
602
472
1
471
564.4
4,292.4
3,728
0
0
1
0
0
0
15
0
9926_71294
8
10
983
0
0
117
0
0
1,500
bus_only
1,556
983
456
1
455
545.4
5,403.8
4,858.5
0
0
1
0
0
0
15
0
9926_71294
9
10
1,026
0
0
528
0
0
1,500
bus_only
1,983
1,026
429
1
428
512.9
4,642.5
4,129.6
0
0
1
0
0
0
15
0
9926_71320
0
6
719
0
0
122
0
0
1,500
bus_only
879
719
38
1
37
43.5
4,590.1
4,546.7
0
0
1
0
0
28
28
1
9926_71320
1
6
691
0
0
149
0
0
1,500
bus_only
1,332
691
492
1
491
589.4
3,748.3
3,158.9
0
0
1
0
0
0
28
0
9926_71320
2
6
894
0
0
332
0
0
1,500
bus_only
1,568
894
342
1
341
409.5
5,556.4
5,146.9
0
0
1
0
0
0
28
0
9926_71320
3
6
685
0
0
496
0
0
1,500
bus_only
1,597
685
416
1
415
497.9
3,618
3,120.1
0
0
1
0
0
0
28
0
9926_71320
4
6
807
0
0
332
0
0
1,500
bus_only
1,577
807
438
1
437
524.1
5,447.9
4,923.7
0
0
1
0
0
0
28
0
9926_71320
5
6
777
0
0
122
0
0
1,500
bus_only
1,411
777
512
1
511
611.6
5,634.9
5,023.2
0
0
1
0
0
0
28
0
9926_71330
0
8
1,036
0
0
170
0
1
1,500
bus_only
1,210
1,036
4
1
3
3.1
5,950.3
5,947.2
0
0
1
0
0
12
13
0.923077
9926_71330
1
8
959
0
0
170
0
1
1,500
bus_only
1,377
959
248
1
247
296
6,026.2
5,730.2
0
0
1
0
0
0
13
0
9926_71330
2
8
1,111
0
0
170
0
1
1,500
bus_only
1,695
1,111
414
1
413
495.1
6,810.8
6,315.7
0
0
1
0
0
0
13
0
9926_71330
3
8
902
0
0
170
0
1
1,500
bus_only
1,547
902
475
1
474
569.1
6,082.1
5,513
0
0
1
0
0
0
13
0
9926_71330
4
8
1,437
0
0
279
0
1
1,500
bus_only
2,218
1,437
502
1
501
600.3
8,987.3
8,386.9
0
0
1
0
0
1
13
0.076923
9926_71330
5
8
1,128
0
0
237
125
1
1,500
bus_only
1,933
1,128
568
1
442
679.7
6,406.3
5,726.6
0
0
1
0
0
0
13
0
9926_71330
6
8
1,177
0
0
237
125
1
1,500
bus_only
2,003
1,177
589
1
463
704.6
6,541.2
5,836.6
0
0
1
0
0
0
13
0
9926_71330
7
8
1,214
0
0
237
125
1
1,500
bus_only
2,113
1,214
662
1
536
792.1
6,703.8
5,911.7
0
0
1
0
0
0
13
0
9926_71353
0
3
913
0
0
92
0
0
1,500
bus_only
1,013
913
8
1
7
7.6
4,987.6
4,979.9
0
0
1
0
0
36
36
1
9926_71353
1
3
844
0
0
92
0
0
1,500
bus_only
1,395
844
459
1
458
549
5,121.2
4,572.3
0
0
1
0
0
0
36
0
9926_71353
2
3
970
0
0
152
0
0
1,500
bus_only
1,441
970
319
1
318
381.1
5,658.7
5,277.6
0
0
1
0
0
0
36
0
9926_71877
0
3
633
0
0
382
0
0
1,500
bus_only
1,017
633
2
1
1
1.2
5,557.9
5,556.8
0
0
1
0
0
22
22
1
9926_71877
1
3
601
0
0
382
0
0
1,500
bus_only
1,183
601
200
1
199
239.1
5,619.2
5,380.1
0
0
1
0
0
0
22
0
9926_71877
2
3
660
0
0
442
0
0
1,500
bus_only
1,415
660
313
1
312
374
6,245.4
5,871.5
0
0
1
0
0
0
22
0
9926_71985
0
6
775
0
0
147
0
0
1,500
bus_only
938
775
16
1
15
17.6
3,612
3,594.4
0
0
1
0
0
52
104
0.5
9926_71985
1
6
719
0
0
436
0
0
1,500
bus_only
1,293
719
138
1
137
163.8
3,891.8
3,728
0
0
1
0
0
49
104
0.471154
9926_71985
2
6
642
0
0
494
0
0
1,500
bus_only
1,370
642
234
1
233
278.9
3,720.1
3,441.2
0
0
1
0
0
2
104
0.019231
9926_71985
3
6
690
0
0
207
0
0
1,500
bus_only
1,303
690
406
1
405
485.3
3,670.3
3,185.1
0
0
1
0
0
0
104
0
9926_71985
4
6
670
0
0
471
0
0
1,500
bus_only
1,553
670
412
1
411
492.9
4,100.3
3,607.4
0
0
1
0
0
1
104
0.009615
9926_71985
5
6
977
0
0
255
0
0
1,500
bus_only
1,674
977
442
1
441
528.6
4,949.9
4,421.3
0
0
1
0
0
0
104
0
9926_72075
0
4
625
0
0
329
0
0
1,500
bus_only
956
625
2
1
1
0.8
4,195
4,194.2
0
0
1
0
0
25
25
1
9926_72075
1
4
570
0
0
329
0
0
1,500
bus_only
1,257
570
358
1
357
428.4
4,305.4
3,877
0
0
1
0
0
0
25
0
9926_72075
2
4
657
0
0
667
0
0
1,500
bus_only
1,594
657
270
1
269
322.7
4,648.4
4,325.8
0
0
1
0
0
0
25
0
9926_72075
3
4
671
0
0
389
0
0
1,500
bus_only
1,464
671
404
1
403
482.6
5,056.2
4,573.6
0
0
1
0
0
0
25
0
9926_72077
0
5
661
0
0
228
0
0
1,500
bus_only
899
661
10
1
9
10.7
4,828.4
4,817.7
0
0
1
0
0
13
13
1
9926_72077
1
5
653
0
0
235
0
1
1,500
bus_only
898
653
10
1
9
10.7
4,828.4
4,817.7
0
0
1
0
0
0
13
0
9926_72077
2
5
650
0
0
160
0
0
1,500
bus_only
1,053
650
243
1
242
290
4,863.6
4,573.6
0
0
1
0
0
0
13
0
9926_72077
3
5
629
0
0
288
0
0
1,500
bus_only
1,299
629
382
1
381
456.5
4,926.6
4,470.1
0
0
1
0
0
0
13
0
9926_72077
4
5
621
0
0
235
0
1
1,500
bus_only
1,242
621
386
1
385
462.2
4,932.3
4,470.1
0
0
1
0
0
0
13
0
9926_72079
0
2
769
0
0
236
0
0
1,500
bus_only
1,007
769
2
1
1
1.1
6,023.4
6,022.3
0
0
1
0
0
15
15
1
9926_72079
1
2
845
0
0
236
0
0
1,500
bus_only
1,426
845
345
1
344
412.3
6,740.2
6,327.9
0
0
1
0
0
0
15
0
9926_72119
0
8
797
0
0
315
0
0
1,500
bus_only
1,114
797
2
1
1
0.8
3,120.9
3,120.1
0
0
1
0
0
21
21
1
9926_72119
1
8
777
0
0
233
73
1
1,500
bus_only
1,119
777
109
1
35
129
4,812.4
4,683.4
0
0
1
0
0
0
21
0
9926_72119
2
8
850
0
0
175
0
0
1,500
bus_only
1,384
850
359
1
358
428.7
5,451.9
5,023.2
0
0
1
0
0
0
21
0
9926_72119
3
8
719
0
0
487
0
0
1,500
bus_only
1,555
719
349
1
348
417.4
3,324.9
2,907.5
0
0
1
0
0
0
21
0
9926_72119
4
8
689
0
0
375
0
0
1,500
bus_only
1,447
689
383
1
382
457.5
3,235.2
2,777.7
0
0
1
0
0
0
21
0
9926_72119
5
8
796
0
0
175
0
0
1,500
bus_only
1,385
796
414
1
413
494.9
5,041.6
4,546.7
0
0
1
0
0
0
21
0
9926_72119
6
8
799
0
0
427
0
0
1,500
bus_only
1,703
799
477
1
476
571.5
3,730.3
3,158.9
0
0
1
0
0
0
21
0
9926_72119
7
8
696
0
0
233
73
1
1,500
bus_only
1,466
696
537
1
463
642.3
4,896.9
4,254.6
0
0
1
0
0
0
21
0
9926_74913
0
6
358
0
0
314
0
0
1,500
bus_only
676
358
4
1
3
2.8
2,477.4
2,474.6
0
0
1
0
0
59
59
1
9926_74913
1
6
345
0
0
173
0
1
1,500
bus_only
698
345
180
1
179
214.6
2,564.5
2,349.9
0
0
1
0
0
0
59
0
9926_74913
2
6
505
0
0
364
0
0
1,500
bus_only
1,049
505
180
1
179
214.6
2,564.5
2,349.9
0
0
1
0
0
0
59
0
9926_74913
3
6
536
0
0
424
0
0
1,500
bus_only
1,142
536
182
1
181
216.9
2,801.7
2,584.8
0
0
1
0
0
0
59
0
9926_74913
4
6
421
0
0
374
0
0
1,500
bus_only
1,254
421
459
1
458
549.4
3,429.8
2,880.4
0
0
1
0
0
0
59
0
9926_74913
5
6
627
0
0
424
0
0
1,500
bus_only
1,510
627
459
1
458
549.2
3,435.7
2,886.5
0
0
1
0
0
0
59
0
9926_74914
0
9
392
0
0
482
0
0
1,500
bus_only
881
392
7
1
6
7.4
2,887.8
2,880.4
0
0
1
0
0
41
42
0.97619
9926_74914
1
9
307
0
0
47
0
0
1,500
bus_only
746
307
392
386
6
469.4
3,609.7
3,140.3
0
0
1
0
0
0
42
0
9926_74914
2
9
329
0
0
542
0
0
1,500
bus_only
1,311
329
440
1
439
525.4
3,000
2,474.6
0
0
1
0
0
0
42
0
9926_74914
3
9
583
0
0
677
0
0
1,500
bus_only
1,659
583
399
1
398
477.2
3,363.7
2,886.5
0
0
1
0
0
1
42
0.02381
9926_74914
4
9
441
0
0
542
0
0
1,500
bus_only
1,445
441
462
1
461
552.5
3,886.8
3,334.3
0
0
1
0
0
0
42
0
9926_74914
5
9
502
0
0
677
0
0
1,500
bus_only
1,631
502
452
1
451
540.7
3,125.5
2,584.8
0
0
1
0
0
0
42
0
9926_74914
6
9
639
0
0
737
0
0
1,500
bus_only
1,893
639
517
1
516
617.8
3,745.7
3,127.9
0
0
1
0
0
0
42
0
9926_74914
7
9
254
0
0
107
0
0
1,500
bus_only
1,186
254
825
386
439
987.4
3,721.9
2,734.5
0
0
1
0
0
0
42
0
9926_74914
8
9
356
0
0
107
0
0
1,500
bus_only
1,310
356
847
386
461
1,014.6
4,608.7
3,594.2
0
0
1
0
0
0
42
0
9926_74915
0
2
449
0
0
187
0
0
1,500
bus_only
644
449
8
1
7
8.4
3,342.7
3,334.3
0
0
1
0
0
34
34
1
9926_74915
1
2
402
0
0
187
0
0
1,500
bus_only
1,098
402
509
1
508
609.7
3,490.1
2,880.4
0
0
1
0
0
0
34
0
9926_75086
0
4
781
0
0
348
0
0
1,500
bus_only
1,171
781
42
31
11
49.8
4,076.7
4,026.9
0
0
1
0
0
28
28
1
9926_75086
1
4
418
0
0
323
0
0
1,500
bus_only
1,160
418
419
1
418
501.1
3,310.4
2,809.3
0
0
1
0
0
0
28
0
9926_75086
2
4
621
0
0
348
0
0
1,500
bus_only
1,329
621
360
31
329
431.8
4,167.1
3,735.3
0
0
1
0
0
0
28
0
9926_75086
3
4
827
0
0
348
0
0
1,500
bus_only
1,602
827
427
31
396
512
4,885.9
4,373.9
0
0
1
0
0
0
28
0
9926_75087
0
4
748
0
0
127
0
0
1,500
bus_only
884
748
9
1
8
9.4
3,667.2
3,657.8
0
0
1
0
0
28
28
1
9926_75087
1
4
799
0
0
127
0
0
1,500
bus_only
1,094
799
168
1
167
200.2
4,006.9
3,806.6
0
0
1
0
0
0
28
0
9926_75087
2
4
864
0
0
187
0
0
1,500
bus_only
1,469
864
418
1
417
499.2
4,537
4,037.8
0
0
1
0
0
0
28
0
9926_75087
3
4
690
0
0
187
0
0
1,500
bus_only
1,378
690
501
1
500
598.5
3,813.9
3,215.4
0
0
1
0
0
0
28
0
9926_75088
0
3
811
0
0
63
0
0
1,500
bus_only
876
811
2
1
1
1
3,807.6
3,806.6
0
0
1
0
0
23
23
1
9926_75088
1
3
757
0
0
63
0
0
1,500
bus_only
989
757
169
1
168
201.9
3,859.7
3,657.8
0
0
1
0
0
0
23
0
9926_75088
2
3
901
0
0
123
0
0
1,500
bus_only
1,281
901
257
1
256
306.4
4,344.2
4,037.8
0
0
1
0
0
0
23
0
9926_75089
0
5
857
0
0
187
0
0
1,500
bus_only
1,046
857
2
1
1
1.3
4,039.1
4,037.8
0
0
1
0
0
41
41
1
9926_75089
1
5
788
0
0
187
0
0
1,500
bus_only
1,236
788
261
1
260
312.3
4,118.9
3,806.6
0
0
1
0
0
0
41
0
9926_75089
2
5
899
0
0
247
0
0
1,500
bus_only
1,492
899
346
1
345
413.5
4,768.5
4,355
0
0
1
0
0
0
41
0
9926_75089
3
5
737
0
0
247
0
0
1,500
bus_only
1,398
737
414
1
413
493.9
4,151.7
3,657.8
0
0
1
0
0
0
41
0
9926_75089
4
5
969
0
0
247
0
0
1,500
bus_only
1,758
969
542
1
541
648.2
5,183.7
4,535.5
0
0
1
0
0
0
41
0
9926_75090
0
5
943
0
0
213
0
0
1,500
bus_only
1,158
943
2
1
1
0.8
4,355.9
4,355
0
0
1
0
0
86
86
1
9926_75090
1
5
145
370
0
416
51
1
1,550
bus+train
999
515
68
1
16
80.3
4,478.4
674.2
3,724
0
1
1
0
0
86
0
9926_75090
2
5
1,018
0
0
273
0
0
1,500
bus_only
1,479
1,018
188
1
187
223.8
4,759.3
4,535.5
0
0
1
0
0
0
86
0
9926_75090
3
5
901
0
0
273
0
0
1,500
bus_only
1,487
901
313
1
312
374.4
4,412.2
4,037.8
0
0
1
0
0
0
86
0
9926_75090
4
5
1,057
0
0
273
0
0
1,500
bus_only
1,864
1,057
534
1
533
639.5
5,486.7
4,847.2
0
0
1
0
0
0
86
0