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
9997_60060
1
4
1,046
0
0
236
0
0
1,500
bus_only
1,624
1,046
342
1
341
408.5
5,959.9
5,551.4
0
0
1
0
0
0
25
0
9997_60060
2
4
929
0
0
296
0
0
1,500
bus_only
1,710
929
485
1
484
580.5
5,352.6
4,772.1
0
0
1
0
0
0
25
0
9997_60060
3
4
2,450
0
0
236
0
0
1,500
bus_only
3,106
2,450
420
1
419
503
12,154.7
11,651.7
0
0
1
0
0
0
25
0
9997_7000016
0
5
947
0
0
277
0
0
1,500
bus_only
1,235
947
11
1
10
10.8
6,440.4
6,429.6
0
0
1
0
0
22
22
1
9997_7000016
1
5
850
0
0
279
0
1
1,500
bus_only
1,190
850
61
1
60
71.6
6,520.6
6,449
0
0
1
0
0
0
22
0
9997_7000016
2
5
996
0
0
277
0
0
1,500
bus_only
1,722
996
449
1
448
536.4
7,378
6,841.6
0
0
1
0
0
0
22
0
9997_7000016
3
5
771
0
0
339
0
1
1,500
bus_only
1,494
771
384
1
383
458.2
6,542.2
6,084.1
0
0
1
0
0
0
22
0
9997_7000016
4
5
1,036
0
0
217
0
0
1,500
bus_only
1,713
1,036
460
1
459
550.6
7,675.2
7,124.6
0
0
1
0
0
0
22
0
9997_70664
0
8
383
0
0
117
0
0
1,500
bus_only
502
383
2
1
1
1.2
2,791.2
2,789.9
0
0
1
0
0
121
123
0.98374
9997_70664
1
8
387
0
0
208
0
1
1,500
bus_only
650
387
55
1
54
64.1
2,900.5
2,836.4
0
0
1
0
0
1
123
0.00813
9997_70664
2
8
333
0
0
117
0
0
1,500
bus_only
711
333
261
1
260
312.1
2,870.6
2,558.5
0
0
1
0
0
0
123
0
9997_70664
3
8
426
0
0
268
0
1
1,500
bus_only
1,023
426
329
1
328
392.8
3,489.7
3,096.9
0
0
1
0
0
0
123
0
9997_70664
4
8
440
0
0
117
0
0
1,500
bus_only
916
440
359
1
358
429.4
3,536.5
3,107.1
0
0
1
0
0
0
123
0
9997_70664
5
8
455
0
0
722
0
0
1,500
bus_only
1,667
455
490
1
489
586
3,824.7
3,238.7
0
0
1
0
0
1
123
0.00813
9997_70664
6
8
448
0
0
330
0
1
1,500
bus_only
1,268
448
490
1
489
586
3,824.7
3,238.7
0
0
1
0
0
0
123
0
9997_70664
7
8
458
0
0
117
0
0
1,500
bus_only
1,843
458
1,268
355
913
1,520.3
4,674.2
3,153.9
0
0
1
0
0
0
123
0
9997_72075
0
8
451
0
0
220
0
0
1,500
bus_only
673
451
2
1
1
0.9
3,108.1
3,107.1
0
0
1
0
0
70
112
0.625
9997_72075
1
8
439
0
0
128
0
1
1,500
bus_only
888
439
321
1
320
384.3
3,220.7
2,836.4
0
0
1
0
0
0
112
0
9997_72075
2
8
482
0
0
280
0
0
1,500
bus_only
1,047
482
285
1
284
340.2
3,723.2
3,383
0
0
1
0
0
0
112
0
9997_72075
3
8
500
0
0
188
0
1
1,500
bus_only
958
500
270
1
269
322
3,560.8
3,238.7
0
0
1
0
0
0
112
0
9997_72075
4
8
401
0
0
280
0
0
1,500
bus_only
1,020
401
339
1
338
404.7
3,194.7
2,789.9
0
0
1
0
0
0
112
0
9997_72075
5
8
512
0
0
749
0
0
1,500
bus_only
1,533
512
272
1
271
325.3
3,564.1
3,238.7
0
0
1
0
0
0
112
0
9997_72075
6
8
480
0
0
243
0
1
1,500
bus_only
1,071
480
348
1
347
415.8
3,512.8
3,096.9
0
0
1
0
0
0
112
0
9997_72075
7
8
489
0
0
277
0
0
1,500
bus_only
1,194
489
428
1
427
512.5
3,999
3,486.5
0
0
1
0
0
42
112
0.375
9997_72076
0
6
454
0
0
119
0
0
1,500
bus_only
575
454
2
1
1
0.8
3,383.9
3,383
0
0
1
0
0
37
41
0.902439
9997_72076
1
6
424
0
0
119
0
0
1,500
bus_only
855
424
312
1
311
372.6
3,479.7
3,107.1
0
0
1
0
0
0
41
0
9997_72076
2
6
470
0
0
459
0
0
1,500
bus_only
1,068
470
139
1
138
165.3
3,651.8
3,486.5
0
0
1
0
0
1
41
0.02439
9997_72076
3
6
488
0
0
179
0
0
1,500
bus_only
1,025
488
358
1
357
427
4,157.7
3,730.6
0
0
1
0
0
0
41
0
9997_72076
4
6
458
0
0
475
0
0
1,500
bus_only
1,452
458
519
1
518
620.9
3,859.7
3,238.7
0
0
1
0
0
3
41
0.073171
9997_72076
5
6
445
0
0
237
0
1
1,500
bus_only
1,201
445
519
1
518
620.9
3,859.7
3,238.7
0
0
1
0
0
0
41
0
9997_72077
0
3
488
0
0
121
0
0
1,500
bus_only
619
488
10
1
9
10.8
3,741.5
3,730.6
0
0
1
0
0
78
78
1
9997_72077
1
3
454
0
0
121
0
0
1,500
bus_only
961
454
386
1
385
462.3
3,845.4
3,383
0
0
1
0
0
0
78
0
9997_72077
2
3
470
0
0
461
0
0
1,500
bus_only
1,221
470
290
1
289
347.1
3,833.6
3,486.5
0
0
1
0
0
0
78
0
9997_72079
0
4
626
0
0
370
0
0
1,500
bus_only
998
626
2
1
1
1.2
4,936.4
4,935.2
0
0
1
0
0
54
56
0.964286
9997_72079
1
4
616
0
0
240
0
1
1,500
bus_only
858
616
2
1
1
1.2
4,936.4
4,935.2
0
0
1
0
0
2
56
0.035714
9997_72079
2
4
716
0
0
370
0
0
1,500
bus_only
1,431
716
345
1
344
412.4
5,653.2
5,240.8
0
0
1
0
0
0
56
0
9997_72079
3
4
706
0
0
240
0
1
1,500
bus_only
1,291
706
345
1
344
412.4
5,653.2
5,240.8
0
0
1
0
0
0
56
0
9997_72080
0
4
720
0
0
311
0
0
1,500
bus_only
1,042
720
11
1
10
11.8
5,252.6
5,240.8
0
0
1
0
0
44
46
0.956522
9997_72080
1
4
734
0
0
176
0
1
1,500
bus_only
921
734
11
1
10
11.8
5,252.6
5,240.8
0
0
1
0
0
2
46
0.043478
9997_72080
2
4
630
0
0
371
0
0
1,500
bus_only
1,350
630
349
1
348
416.8
5,352
4,935.2
0
0
1
0
0
0
46
0
9997_72080
3
4
644
0
0
236
0
1
1,500
bus_only
1,229
644
349
1
348
416.8
5,352
4,935.2
0
0
1
0
0
0
46
0
9997_72584
0
17
1,563
0
0
597
0
2
1,500
bus_only
2,162
1,563
2
1
1
0.8
10,544.7
10,543.9
0
0
1
0
0
0
15
0.058824
9997_72584
1
17
479
690
0
421
56
2
1,550
bus+train
1,720
1,169
130
1
73
154.5
9,539.3
3,089.8
6,295.1
0
1
1
0
0
15
0.058824
9997_72584
2
17
1,372
0
0
896
120
1
1,500
bus_only
2,390
1,372
122
1
1
144.1
7,437.4
7,293.3
0
0
1
0
0
0
15
0.058824
9997_72584
3
17
1,601
0
0
839
105
1
1,500
bus_only
2,574
1,601
134
1
28
159.4
7,498.1
7,338.7
0
0
1
0
0
0
15
0.058824
9997_72584
4
17
453
690
0
404
159
1
1,550
bus+train
1,763
1,143
216
1
56
256
9,658.2
3,107.1
6,295.1
0
1
1
0
0
15
0.058824
9997_72584
5
17
1,578
90
0
438
50
1
1,550
bus+train
2,356
1,668
250
1
199
298
10,841.3
9,622.5
920.9
0
1
1
0
0
15
0.058824
9997_72584
6
17
2,283
0
0
554
107
1
1,500
bus_only
3,018
2,283
181
1
73
215
13,673.8
13,458.9
0
0
1
0
0
0
15
0.058824
9997_72584
7
17
1,662
0
0
758
26
1
1,500
bus_only
2,749
1,662
329
1
302
391.9
11,027
10,635.1
0
0
1
0
0
0
15
0.058824
9997_72584
8
17
1,635
0
0
1,323
0
1
1,500
bus_only
3,224
1,635
266
1
265
318.2
8,322.1
8,004
0
0
1
0
0
0
15
0.058824
9997_72584
9
17
1,773
0
0
523
0
2
1,500
bus_only
2,613
1,773
317
1
316
379.3
12,191.3
11,812
0
0
1
0
0
0
15
0.058824
9997_72584
10
17
1,698
0
0
698
26
1
1,500
bus_only
2,778
1,698
382
1
355
456.4
11,599.6
11,143.2
0
0
1
0
0
0
15
0.058824
9997_72584
11
17
1,716
0
0
583
0
2
1,500
bus_only
2,676
1,716
377
1
376
449.8
11,749
11,299.2
0
0
1
0
0
0
15
0.058824
9997_72584
12
17
1,673
0
0
657
0
2
1,500
bus_only
2,798
1,673
468
1
467
559.6
11,559.6
11,000
0
0
1
0
0
0
15
0.058824
9997_72584
13
17
0
810
0
526
147
1
1,550
train_only
1,996
810
660
314
199
790.9
9,262.4
0
8,471.5
0
0
1
0
0
15
0.058824
9997_72584
14
17
2,202
0
0
614
107
1
1,500
bus_only
3,369
2,202
553
1
445
660.8
13,744.4
13,083.6
0
0
1
0
0
0
15
0.058824
9997_72584
15
17
1,478
0
0
956
120
1
1,500
bus_only
3,022
1,478
588
1
467
703
8,452.3
7,749.3
0
0
1
0
0
0
15
0.058824
9997_72584
16
17
1,819
0
0
236
275
1
1,500
bus_only
2,798
1,819
743
1
467
888.5
11,673.5
10,785
0
0
1
0
0
0
15
0.058824
9997_72618
0
4
495
0
0
260
0
0
1,500
bus_only
764
495
9
1
8
9.3
3,495.8
3,486.5
0
0
1
0
0
14
14
1
9997_72618
1
4
481
0
0
383
0
0
1,500
bus_only
1,003
481
139
1
138
165
3,548
3,383
0
0
1
0
0
0
14
0
9997_72618
2
4
515
0
0
443
0
0
1,500
bus_only
1,228
515
270
1
269
322.3
4,052.9
3,730.6
0
0
1
0
0
0
14
0
9997_72618
3
4
452
0
0
320
0
0
1,500
bus_only
1,157
452
385
1
384
459.2
3,566.3
3,107.1
0
0
1
0
0
0
14
0
9997_72817
0
17
1,240
0
0
743
0
1
1,500
bus_only
1,985
1,240
2
1
1
0.9
7,922
7,921.1
0
0
1
0
0
14
14
1
9997_72817
1
17
961
0
0
813
35
2
1,500
bus_only
1,811
961
37
1
1
42.4
7,290.4
7,248
0
0
1
0
0
0
14
0
9997_72817
2
17
437
450
0
888
159
1
1,550
bus+train
2,032
887
257
1
97
306.9
7,592.4
3,107.1
4,178.3
0
1
1
0
0
14
0
9997_72817
3
17
1,266
0
0
820
0
2
1,500
bus_only
2,268
1,266
182
1
181
216.8
8,327.8
8,111
0
0
1
0
0
0
14
0
9997_72817
4
17
577
540
0
723
94
2
1,550
bus+train
2,032
1,117
192
1
97
228.4
9,170.4
3,797.2
5,144.7
0
1
1
0
0
14
0
9997_72817
5
17
1,192
0
0
803
0
1
1,500
bus_only
2,282
1,192
287
1
286
342.1
8,008.2
7,666.1
0
0
1
0
0
0
14
0
9997_72817
6
17
913
0
0
873
35
2
1,500
bus_only
2,108
913
322
1
286
383.6
7,376.5
6,992.9
0
0
1
0
0
0
14
0
9997_72817
7
17
1,165
0
0
820
0
2
1,500
bus_only
2,376
1,165
391
1
390
467.3
8,224.3
7,757
0
0
1
0
0
0
14
0
9997_72817
8
17
146
490
0
797
227
2
1,550
bus+train
1,900
636
467
1
239
556.8
6,297.1
821.7
4,918.6
0
1
1
0
0
14
0
9997_72817
9
17
1,299
0
0
803
0
1
1,500
bus_only
2,651
1,299
549
1
548
657.3
9,044.1
8,386.8
0
0
1
0
0
0
14
0
9997_72817
10
17
103
490
0
651
103
1
1,550
bus+train
1,891
593
647
314
230
773.5
6,089.1
397
4,918.6
0
1
1
0
0
14
0
9997_72817
11
17
249
490
0
795
103
1
1,550
bus+train
2,179
739
645
314
228
771.7
6,540.1
849.8
4,918.6
0
1
1
0
0
14
0
9997_72817
12
17
1,020
0
0
873
35
2
1,500
bus_only
2,477
1,020
584
1
548
698.8
8,412.4
7,713.6
0
0
1
0
0
0
14
0
9997_72817
13
17
152
490
0
793
232
3
1,550
bus+train
2,038
642
603
1
370
719.6
7,163.2
1,525
4,918.6
0
1
1
0
0
14
0
9997_72817
14
17
109
490
0
647
108
2
1,550
bus+train
2,038
599
792
314
370
947.9
6,966.9
1,100.4
4,918.6
0
1
1
0
0
14
0
9997_72817
15
17
221
490
0
797
227
2
1,550
bus+train
2,284
711
776
1
548
927.7
7,200.3
1,354.1
4,918.6
0
1
1
0
0
14
0
9997_72817
16
17
178
490
0
651
103
1
1,550
bus+train
2,284
668
965
314
548
1,156
7,004
929.4
4,918.6
0
1
1
0
0
14
0
9997_73681
0
12
1,289
0
0
298
0
2
1,500
bus_only
1,589
1,289
2
1
1
0.9
9,931.3
9,930.4
0
0
1
0
0
0
15
0
9997_73681
1
12
1,225
0
0
221
0
1
1,500
bus_only
1,655
1,225
209
1
208
249.3
10,331
10,081.7
0
0
1
0
0
15
15
1
9997_73681
2
12
1,228
0
0
704
0
0
1,500
bus_only
2,054
1,228
122
1
121
144.3
6,824
6,679.8
0
0
1
0
0
0
15
0
9997_73681
3
12
1,268
0
0
583
0
2
1,500
bus_only
1,970
1,268
119
1
118
142
10,010.6
9,868.6
0
0
1
0
0
0
15
0
9997_73681
4
12
1,157
120
0
324
72
1
1,550
bus+train
1,755
1,277
154
1
81
182.3
9,569.7
7,907.7
1,479.7
0
1
1
0
0
15
0
9997_73681
5
12
1,168
0
0
704
0
0
1,500
bus_only
2,200
1,168
328
1
327
391.6
6,872.9
6,481.3
0
0
1
0
0
0
15
0
9997_73681
6
12
1,183
0
0
221
0
1
1,500
bus_only
1,796
1,183
392
1
391
469.5
10,052.8
9,583.4
0
0
1
0
0
0
15
0
9997_73681
7
12
1,291
0
0
221
0
1
1,500
bus_only
1,930
1,291
418
1
417
500.7
10,780.6
10,279.9
0
0
1
0
0
0
15
0
9997_73681
8
12
1,322
0
0
704
0
0
1,500
bus_only
2,465
1,322
439
1
438
525.6
7,516.1
6,990.5
0
0
1
0
0
0
15
0
9997_73681
9
12
1,501
0
0
402
0
1
1,500
bus_only
2,434
1,501
531
1
530
636.1
9,953.2
9,317.1
0
0
1
0
0
0
15
0
9997_73681
10
12
1,380
90
0
513
50
1
1,550
bus+train
2,537
1,470
554
1
503
662.2
11,205.6
9,622.5
920.9
0
1
1
0
0
15
0
9997_73681
11
12
164
690
0
455
184
2
1,550
bus+train
1,997
854
688
1
503
823.2
9,537.4
1,162.3
7,552
0
1
1
0
0
15
0
9997_75086
0
9
446
0
0
586
0
1
1,500
bus_only
1,044
446
12
1
11
13
1,794.4
1,781.3
0
0
1
0
0
3
86
0.034884
9997_75086
1
9
230
0
0
259
0
0
1,500
bus_only
908
230
419
1
418
501.2
2,223.5
1,722.3
0
0
1
0
0
0
86
0
9997_75086
2
9
998
0
0
589
0
0
1,500
bus_only
1,707
998
120
109
11
143.2
5,253.6
5,110.4
0
0
1
0
0
82
86
0.953488
9997_75086
3
9
296
0
0
497
0
0
1,500
bus_only
1,048
296
255
1
254
304.6
1,794.4
1,489.8
0
0
1
0
0
1
86
0.011628
9997_75086
4
9
456
0
0
222
0
0
1,500
bus_only
1,044
456
366
355
11
438.4
2,135
1,696.5
0
0
1
0
0
0
86
0
9997_75086
5
9
492
0
0
586
0
1
1,500
bus_only
1,475
492
397
1
396
475.3
2,603.6
2,128.3
0
0
1
0
0
0
86
0
9997_75086
6
9
310
0
0
340
105
1
1,500
bus_only
1,116
310
466
1
360
557.3
2,478.6
1,921.4
0
0
1
0
0
0
86
0
9997_75086
7
9
1,044
0
0
589
0
0
1,500
bus_only
2,138
1,044
505
109
396
605.5
6,062.9
5,457.3
0
0
1
0
0
0
86
0
9997_75086
8
9
502
0
0
222
0
0
1,500
bus_only
1,475
502
751
355
396
900.7
2,944.2
2,043.5
0
0
1
0
0
0
86
0