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
1003_4120801
20
21
321
2,310
0
1,107
94
1
1,750
bus+train
4,326
2,631
588
26
468
703.8
22,760.6
1,217.2
20,839.5
0
1
1
0
0
16
0
1003_4121419
0
11
510
2,250
0
1,955
73
1
1,950
bus+train
4,917
2,760
202
28
101
239.9
30,465.2
1,866.9
28,358.3
0
1
1
0
0
13
0.090909
1003_4121419
1
11
281
2,250
0
1,896
73
1
1,850
bus+train
4,878
2,531
451
28
350
538.1
30,181.7
1,285.3
28,358.3
0
1
1
0
0
13
0.090909
1003_4121419
2
11
417
2,250
0
1,895
73
1
1,850
bus+train
4,935
2,667
373
28
272
445.5
30,340.8
1,537
28,358.3
0
1
1
0
0
13
0.090909
1003_4121419
3
11
384
2,250
0
1,860
14
1
1,850
bus+train
4,886
2,634
392
28
350
468.3
30,146.2
1,319.5
28,358.3
0
1
1
0
0
13
0.090909
1003_4121419
4
11
560
2,250
0
1,895
73
1
1,950
bus+train
5,108
2,810
403
28
302
481.8
30,857
2,016.8
28,358.3
0
1
1
0
0
13
0.090909
1003_4121419
5
11
469
2,250
0
1,860
14
1
1,850
bus+train
5,012
2,719
433
28
391
517.1
30,505.9
1,630.5
28,358.3
0
1
1
0
0
13
0.090909
1003_4121419
6
11
357
2,250
0
1,896
73
1
1,850
bus+train
4,995
2,607
492
28
391
586.9
30,541.5
1,596.2
28,358.3
0
1
1
0
0
13
0.090909
1003_4121419
7
11
702
2,250
0
2,354
73
1
1,950
bus+train
5,748
2,952
442
28
341
528.1
30,718
1,831.6
28,358.3
0
1
1
0
0
13
0.090909
1003_4121419
8
11
569
2,250
0
1,860
14
1
1,950
bus+train
5,221
2,819
542
28
500
649.2
31,165.6
2,158
28,358.3
0
1
1
0
0
13
0.090909
1003_4121419
9
11
628
2,250
0
2,354
73
1
1,850
bus+train
5,709
2,878
477
28
376
570.2
30,552.7
1,624.1
28,358.3
0
1
1
0
0
13
0.090909
1003_4121419
10
11
460
2,250
0
1,896
73
1
1,950
bus+train
5,207
2,710
601
28
500
718.9
31,201.1
2,123.8
28,358.3
0
1
1
0
0
13
0.090909
1003_4121450
0
4
211
2,490
0
554
77
1
1,750
bus+train
3,670
2,701
415
26
312
495
23,585.1
611.6
22,478.5
0
1
1
0
0
29
0.25
1003_4121450
1
4
339
2,310
0
382
144
1
1,750
bus+train
3,499
2,649
468
26
298
558.8
22,549.1
1,150.7
20,839.5
0
1
1
0
0
29
0.25
1003_4121450
2
4
268
2,490
0
542
77
1
1,750
bus+train
3,943
2,758
643
26
540
768.2
23,691.5
444.8
22,478.5
0
1
1
0
0
29
0.25
1003_4121450
3
4
184
2,490
0
573
77
1
1,750
bus+train
3,969
2,674
722
26
619
863.6
23,780.1
438.1
22,478.5
0
1
1
0
0
29
0.25
1003_4121729
0
5
638
2,490
0
447
90
1
1,750
bus+train
3,692
3,128
117
26
1
138.1
24,741.3
2,124.7
22,478.5
0
1
1
0
18
21
0.857143
1003_4121729
1
5
483
2,490
0
447
90
1
1,750
bus+train
3,940
2,973
520
26
404
621.4
24,866.5
1,766.5
22,478.5
0
1
1
0
0
21
0
1003_4121729
2
5
786
2,490
0
447
90
1
1,750
bus+train
4,050
3,276
327
26
211
390.6
25,181.6
2,312.6
22,478.5
0
1
1
0
0
21
0
1003_4121729
3
5
878
2,490
0
653
90
2
1,850
bus+train
4,591
3,368
570
26
454
681.2
25,812.3
2,652.7
22,478.5
0
1
1
0
0
21
0
1003_4121729
4
5
1,081
2,490
0
1,521
90
1
1,850
bus+train
5,662
3,571
570
26
454
681.2
25,815.2
2,655.6
22,478.5
0
1
1
0
3
21
0.142857
1003_4121766
0
6
4,927
0
0
791
3
1
2,200
bus_only
5,890
4,927
172
168
1
204.8
45,324.9
45,120.1
0
0
1
0
0
0
13
0
1003_4121766
1
6
3,572
300
0
928
200
3
3,700
bus+train
5,072
3,872
272
26
46
323
46,439.4
43,083.3
3,033.1
0
1
1
0
2
13
0.153846
1003_4121766
2
6
5,010
0
0
791
3
1
2,200
bus_only
6,137
5,010
336
168
165
401.3
45,667.7
45,266.4
0
0
1
0
0
0
13
0
1003_4121766
3
6
2,333
1,242
0
1,463
176
3
2,150
bus+train
5,405
3,575
367
26
165
436.9
45,200.1
30,417.1
14,346
0
1
1
0
11
13
0.846154
1003_4121766
4
6
3,999
0
0
610
133
2
3,300
bus_only
5,121
3,999
512
344
35
611.5
47,014.8
46,403.3
0
0
1
0
0
0
13
0
1003_4121766
5
6
4,005
0
0
407
397
2
3,300
bus_only
5,404
4,005
992
344
251
1,188
47,500.8
46,312.8
0
0
1
0
0
0
13
0
1003_4121867
0
10
1,910
930
0
465
141
1
1,550
bus+train
3,473
2,840
168
26
1
199.6
12,731
4,523.5
8,007.9
0
1
1
0
5
19
0.263158
1003_4121867
1
10
1,200
630
0
517
114
1
1,550
bus+train
2,904
1,830
557
26
417
665.2
12,989.3
7,527.7
4,796.4
0
1
1
0
0
19
0
1003_4121867
2
10
917
930
0
1,147
176
1
1,550
bus+train
3,197
1,847
203
26
1
241.2
12,905.1
4,655.9
8,007.9
0
1
1
0
14
19
0.736842
1003_4121867
3
10
1,785
930
0
525
141
1
1,550
bus+train
3,658
2,715
418
26
251
498.5
12,789.1
4,282.7
8,007.9
0
1
1
0
0
19
0
1003_4121867
4
10
865
930
0
1,207
176
1
1,550
bus+train
3,455
1,795
453
26
251
540.2
12,963.2
4,415
8,007.9
0
1
1
0
0
19
0
1003_4121867
5
10
924
930
0
1,399
120
2
1,550
bus+train
3,703
1,854
450
26
304
538.7
12,902.5
4,355.9
8,007.9
0
1
1
0
0
19
0
1003_4121867
6
10
1,670
930
0
465
141
1
1,550
bus+train
3,743
2,600
678
26
511
812
12,854.3
4,034.3
8,007.9
0
1
1
0
0
19
0
1003_4121867
7
10
812
930
0
1,147
176
1
1,550
bus+train
3,602
1,742
713
26
511
853.7
13,028.3
4,166.7
8,007.9
0
1
1
0
0
19
0
1003_4121867
8
10
2,012
930
0
465
141
1
1,550
bus+train
4,104
2,942
697
26
530
835
13,837.2
4,994.3
8,007.9
0
1
1
0
0
19
0
1003_4121867
9
10
1,009
930
0
1,147
176
1
1,550
bus+train
3,818
1,939
732
26
530
876.7
14,011.3
5,126.6
8,007.9
0
1
1
0
0
19
0
1003_4121872
0
16
2,431
300
0
649
80
3
1,750
bus+train
3,487
2,731
107
26
1
125.1
24,423.8
21,265.6
3,033.1
0
1
1
0
0
15
0
1003_4121872
1
16
2,159
600
0
559
142
2
1,750
bus+train
3,487
2,759
169
26
1
199.7
24,501.9
19,375.4
4,926.9
0
1
1
0
0
15
0
1003_4121872
2
16
3,278
840
0
668
118
1
1,750
bus+train
4,931
4,118
145
26
1
172.2
24,171.9
17,400.2
6,599.5
0
1
1
0
15
15
1
1003_4121872
3
16
336
2,810
0
977
115
2
1,850
bus+train
4,516
3,146
393
26
252
469.1
27,429
1,502.8
25,457
0
1
1
0
0
15
0
1003_4121872
4
16
2,602
300
0
818
80
4
1,750
bus+train
4,130
2,902
410
26
304
488.3
25,056.9
21,535.5
3,033.1
0
1
1
0
0
15
0
1003_4121872
5
16
2,330
600
0
728
142
3
1,750
bus+train
4,130
2,930
472
26
304
562.9
25,135
19,645.3
4,926.9
0
1
1
0
0
15
0
1003_4121872
6
16
2,572
300
0
709
80
3
1,750
bus+train
4,165
2,872
584
26
478
696.9
25,450.7
21,720.7
3,033.1
0
1
1
0
0
15
0
1003_4121872
7
16
535
2,810
0
977
115
2
1,850
bus+train
4,766
3,345
444
26
303
530.2
28,320.7
2,333.5
25,457
0
1
1
0
0
15
0
1003_4121872
8
16
2,300
600
0
619
142
2
1,750
bus+train
4,165
2,900
646
26
478
771.5
25,528.8
19,830.5
4,926.9
0
1
1
0
0
15
0
1003_4121872
9
16
3,278
300
0
482
75
3
1,850
bus+train
4,602
3,578
542
26
441
648.4
27,332.8
23,651.3
3,033.1
0
1
1
0
0
15
0
1003_4121872
10
16
3,006
600
0
392
137
2
1,850
bus+train
4,602
3,606
604
26
441
723
27,411
21,761.1
4,926.9
0
1
1
0
0
15
0
1003_4121872
11
16
3,419
840
0
728
118
1
1,750
bus+train
5,609
4,259
622
26
478
744
25,198.8
17,855.3
6,599.5
0
1
1
0
0
15
0
1003_4121872
12
16
444
2,810
0
1,018
135
2
1,850
bus+train
4,893
3,254
621
26
460
743.3
27,445.9
1,245.6
25,457
0
1
1
0
0
15
0
1003_4121872
13
16
3,268
300
0
577
75
4
1,850
bus+train
4,790
3,568
645
26
544
771.6
27,364.5
23,559.8
3,033.1
0
1
1
0
0
15
0
1003_4121872
14
16
2,996
600
0
487
137
3
1,850
bus+train
4,790
3,596
707
26
544
846.2
27,442.7
21,669.6
4,926.9
0
1
1
0
0
15
0
1003_4121872
15
16
2,646
3,360
0
780
101
1
2,150
bus+train
7,373
6,006
587
26
460
701.7
45,540.9
11,498.7
33,340.5
0
1
1
0
0
15
0
1003_4121883
0
11
3,862
300
0
391
117
2
1,850
bus+train
4,700
4,162
147
26
4
173.3
27,493.8
24,287.5
3,033.1
0
1
1
0
10
14
0.714286
1003_4121883
1
11
1,180
2,940
0
585
110
1
1,850
bus+train
4,845
4,120
140
26
4
165.8
29,744.7
5,755.5
23,823.3
0
1
1
0
4
14
0.285714
1003_4121883
2
11
3,027
1,200
0
888
102
1
1,850
bus+train
5,248
4,227
133
26
5
158.5
28,829.8
19,978.6
8,692.7
0
1
1
0
0
14
0
1003_4121883
3
11
4,725
300
0
785
75
2
1,850
bus+train
6,170
5,025
360
26
259
429.7
29,880.5
26,417.8
3,033.1
0
1
1
0
0
14
0
1003_4121883
4
11
4,156
600
0
367
193
1
1,850
bus+train
5,510
4,756
387
26
168
461.9
25,676.3
20,287.6
4,926.9
0
1
1
0
0
14
0
1003_4121883
5
11
924
3,270
0
532
99
1
1,950
bus+train
5,192
4,194
466
26
341
557.7
32,357.5
4,097
27,702.9
0
1
1
0
0
14
0
1003_4121883
6
11
4,083
840
0
779
183
1
1,850
bus+train
6,170
4,923
468
26
259
559.2
29,738.2
22,579.6
6,599.5
0
1
1
0
0
14
0
1003_4121883
7
11
1,387
2,940
0
645
110
1
1,950
bus+train
5,548
4,327
576
26
440
688.3
30,710.1
6,198.5
23,823.3
0
1
1
0
0
14
0
1003_4121883
8
11
4,113
300
0
987
67
2
1,850
bus+train
5,970
4,413
570
26
477
681.8
29,586.1
25,871.3
3,033.1
0
1
1
0
0
14
0
1003_4121883
9
11
3,217
1,200
0
948
102
1
1,850
bus+train
5,970
4,417
605
26
477
724.5
29,838.2
20,421
8,692.7
0
1
1
0
0
14
0
1003_4121883
10
11
976
3,270
0
532
99
1
1,950
bus+train
5,413
4,246
635
26
510
760.4
32,762.9
4,299.6
27,702.9
0
1
1
0
0
14
0
1003_4122
0
3
1,174
300
0
453
57
1
1,550
bus+train
2,050
1,474
123
26
40
145.4
11,060.1
7,881.6
3,033.1
0
1
1
0
1
147
0.006849
1003_4122
1
3
637
180
0
408
124
1
1,550
bus+train
1,528
817
303
26
153
360.9
7,922.2
4,920.9
2,640.3
0
1
1
0
145
147
0.993151
1003_4122
2
3
2,117
0
0
338
0
0
1,500
bus_only
2,917
2,117
462
343
119
553.9
12,031.9
11,478
0
0
1
0
0
0
147
0
1003_4122151
0
13
1,159
1,320
720
1,042
184
3
4,450
bus+train+gtx
4,491
3,199
250
26
40
297.5
38,847.5
5,336.6
15,037
18,176.4
1
1
1
14
15
0.933333
1003_4122151
1
13
516
1,320
720
1,154
216
3
4,450
bus+train+gtx
4,334
2,556
624
26
382
746.7
36,796.8
2,836.7
15,037
18,176.4
1
1
1
0
15
0
1003_4122151
2
13
1,162
3,000
0
1,136
39
1
2,050
bus+train
5,403
4,162
105
26
40
123.8
35,809.6
5,336.6
30,349.3
0
1
1
0
0
15
0
1003_4122151
3
13
1,137
2,880
0
1,135
133
1
1,950
bus+train
5,312
4,017
160
26
1
189.9
33,489.9
4,540.9
28,759.2
0
1
1
0
1
15
0.066667
1003_4122151
4
13
778
3,000
0
1,077
71
1
1,950
bus+train
5,190
3,778
335
26
238
399.8
34,022.3
3,273.2
30,349.3
0
1
1
0
0
15
0
1003_4122151
5
13
778
1,320
720
1,292
216
3
4,450
bus+train+gtx
4,590
2,818
480
26
238
573.5
37,060.2
3,273.2
15,037
18,176.4
1
1
1
0
15
0
1003_4122151
6
13
672
3,000
0
1,077
71
1
1,950
bus+train
5,228
3,672
479
26
382
572.9
33,758.9
2,836.7
30,349.3
0
1
1
0
0
15
0
1003_4122151
7
13
432
1,320
720
1,236
184
3
4,450
bus+train+gtx
4,440
2,472
732
26
522
876.4
37,352.6
3,262.6
15,037
18,176.4
1
1
1
0
15
0
1003_4122151
8
13
845
3,000
0
1,077
71
1
1,950
bus+train
5,511
3,845
589
26
492
704.2
34,591
3,537.5
30,349.3
0
1
1
0
0
15
0
1003_4122151
9
13
1,115
3,000
0
1,109
39
1
1,950
bus+train
5,787
4,115
563
26
498
673.7
35,623.5
4,600.5
30,349.3
0
1
1
0
0
15
0
1003_4122151
10
13
967
3,000
0
1,109
39
1
1,950
bus+train
5,663
3,967
587
26
522
702.7
35,069.6
4,017.6
30,349.3
0
1
1
0
0
15
0
1003_4122151
11
13
845
1,320
720
1,292
216
3
4,450
bus+train+gtx
4,911
2,885
734
26
492
877.9
37,628.9
3,537.5
15,037
18,176.4
1
1
1
0
15
0
1003_4122151
12
13
1,115
1,320
720
1,324
184
3
4,450
bus+train+gtx
5,187
3,155
708
26
498
847.4
38,661.4
4,600.5
15,037
18,176.4
1
1
1
0
15
0
1003_4123
0
5
0
640
0
985
103
1
1,550
train_only
1,768
640
143
26
14
169
8,643.7
0
8,474.7
0
0
1
0
1,049
1,049
1
1003_4123
1
5
675
180
0
762
124
1
1,550
bus+train
1,807
855
190
26
40
225.7
8,658.8
5,792.8
2,640.3
0
1
1
0
0
1,049
0
1003_4123
2
5
2,180
0
0
876
0
0
1,500
bus_only
3,439
2,180
383
343
40
458.6
12,808.5
12,349.9
0
0
1
0
0
0
1,049
0
1003_4123
3
5
887
300
0
591
57
1
1,550
bus+train
2,369
1,187
591
26
508
705.7
11,032.2
7,293.5
3,033.1
0
1
1
0
0
1,049
0
1003_4123
4
5
397
360
0
924
113
2
1,550
bus+train
2,328
757
647
26
508
773
7,072.2
3,791
2,508.2
0
1
1
0
0
1,049
0
1003_4123916
0
22
1,434
300
1,020
1,253
136
3
4,200
bus+train+gtx
4,176
2,754
169
26
7
201.2
34,179.9
6,120.3
3,033.1
24,825.3
1
1
1
0
33
0
1003_4123916
1
22
286
2,700
0
918
239
1
1,850
bus+train
4,176
2,986
272
26
7
325.4
28,197.2
1,151.1
26,720.8
0
1
1
0
15
33
0.454545
1003_4123916
2
22
306
2,700
0
1,902
32
1
1,850
bus+train
4,973
3,006
65
26
7
75.8
27,991.5
1,194.9
26,720.8
0
1
1
0
18
33
0.545455
1003_4123916
3
22
468
2,700
0
918
239
1
1,850
bus+train
4,380
3,168
294
26
29
351.5
28,932.7
1,860.4
26,720.8
0
1
1
0
0
33
0
1003_4123916
4
22
1,366
300
1,020
1,253
136
3
4,200
bus+train+gtx
4,399
2,686
460
26
298
550.1
34,260.4
5,851.9
3,033.1
24,825.3
1
1
1
0
33
0
1003_4123916
5
22
1,146
300
1,020
1,292
136
3
4,200
bus+train+gtx
4,309
2,466
551
26
389
659.4
33,572.4
5,054.7
3,033.1
24,825.3
1
1
1
0
33
0
1003_4123916
6
22
1,180
300
1,020
1,352
136
3
4,200
bus+train+gtx
4,406
2,500
554
26
392
662.7
33,691.2
5,170.2
3,033.1
24,825.3
1
1
1
0
33
0
1003_4123916
7
22
234
2,700
0
1,902
32
1
1,850
bus+train
5,192
2,934
356
26
298
424.8
28,072
926.4
26,720.8
0
1
1
0
0
33
0
1003_4123916
8
22
1,111
300
1,020
1,292
136
3
4,200
bus+train+gtx
4,372
2,431
649
26
487
776.1
33,564.7
4,930.2
3,033.1
24,825.3
1
1
1
0
33
0
1003_4123916
9
22
218
2,700
0
918
239
1
1,850
bus+train
4,399
2,918
563
26
298
674.3
28,277.7
882.6
26,720.8
0
1
1
0
0
33
0
1003_4123916
10
22
834
2,550
0
1,154
87
1
1,850
bus+train
5,040
3,384
502
26
389
600.2
29,189.9
3,405.8
25,183.8
0
1
1
0
0
33
0
1003_4123916
11
22
396
2,700
0
1,902
32
1
1,850
bus+train
5,450
3,096
452
26
394
539.9
28,800.1
1,539.4
26,720.8
0
1
1
0
0
33
0
1003_4123916
12
22
869
2,550
0
1,154
87
1
1,850
bus+train
5,113
3,419
540
26
427
645
29,350.2
3,521.4
25,183.8
0
1
1
0
0
33
0
1003_4123916
13
22
394
2,700
0
918
239
1
1,850
bus+train
4,623
3,094
611
26
346
732.1
29,013.2
1,560.3
26,720.8
0
1
1
0
0
33
0
1003_4123916
14
22
178
2,700
0
918
239
1
1,850
bus+train
4,450
2,878
654
26
389
783.5
28,247
742.6
26,720.8
0
1
1
0
0
33
0