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
1001_4807
6
7
1,784
2,100
0
462
282
1
1,850
bus+train
5,203
3,884
857
44
531
1,026.2
26,171.9
5,451.5
19,694.2
0
1
1
0
0
13
0
1001_5050436
0
5
1,006
0
0
245
179
1
1,500
bus_only
1,794
1,006
543
77
287
648.2
5,921.2
5,273
0
0
1
0
0
0
17
0.2
1001_5050436
1
5
910
0
0
321
0
1
1,500
bus_only
1,917
910
686
44
642
820.9
6,081
5,260.2
0
0
1
0
0
0
17
0.2
1001_5050436
2
5
846
0
0
245
179
1
1,500
bus_only
1,866
846
775
77
519
927.2
5,742.6
4,815.4
0
0
1
0
0
0
17
0.2
1001_5050436
3
5
922
0
0
185
179
1
1,500
bus_only
1,969
922
862
77
606
1,032.5
6,104.1
5,071.7
0
0
1
0
0
0
17
0.2
1001_5050436
4
5
1,063
0
0
310
101
1
1,500
bus_only
2,428
1,063
1,055
77
877
1,263.3
7,897
6,633.7
0
0
1
0
0
0
17
0.2
1001_72110
0
5
92
960
0
585
46
1
1,550
bus+train
2,000
1,052
363
307
10
433
10,089.2
770.1
8,886.2
0
1
1
0
0
18
0.2
1001_72110
1
5
55
960
0
241
282
1
1,550
bus+train
1,855
1,015
599
307
10
716.8
10,051.7
448.7
8,886.2
0
1
1
0
0
18
0.2
1001_72110
2
5
2,497
0
0
2,337
0
0
2,600
bus_only
4,874
2,497
40
30
10
47.2
16,689.1
16,641.9
0
0
1
0
0
0
18
0.2
1001_72110
3
5
1,648
0
0
533
0
1
1,500
bus_only
2,616
1,648
435
30
405
521
10,669.7
10,148.7
0
0
1
0
0
0
18
0.2
1001_72110
4
5
27
960
0
645
46
1
1,550
bus+train
2,484
987
852
307
499
1,019.5
10,227.1
321.4
8,886.2
0
1
1
0
0
18
0.2
1001_72434
0
11
1,358
0
0
262
0
1
1,500
bus_only
1,710
1,358
90
77
13
106.9
9,778.5
9,671.6
0
0
1
0
0
0
15
0.090909
1001_72434
1
11
1,311
0
0
362
0
1
1,500
bus_only
1,814
1,311
141
77
64
167.7
8,713.9
8,546.2
0
0
1
0
0
0
15
0.090909
1001_72434
2
11
1,689
0
0
635
0
0
1,500
bus_only
2,457
1,689
133
69
64
157.9
9,197.5
9,039.5
0
0
1
0
0
0
15
0.090909
1001_72434
3
11
1,734
0
0
635
0
0
1,500
bus_only
2,624
1,734
255
69
186
304.1
9,506.3
9,202.2
0
0
1
0
0
0
15
0.090909
1001_72434
4
11
1,356
0
0
362
0
1
1,500
bus_only
1,981
1,356
263
77
186
313.9
9,022.8
8,708.9
0
0
1
0
0
0
15
0.090909
1001_72434
5
11
1,386
0
0
262
0
1
1,500
bus_only
1,987
1,386
339
77
262
405.2
10,320.2
9,915
0
0
1
0
0
0
15
0.090909
1001_72434
6
11
1,304
0
0
322
0
1
1,500
bus_only
2,024
1,304
398
77
321
475.7
9,854.3
9,378.6
0
0
1
0
0
0
15
0.090909
1001_72434
7
11
1,610
0
0
695
0
0
1,500
bus_only
2,751
1,610
446
69
377
533.3
9,249.5
8,716.2
0
0
1
0
0
0
15
0.090909
1001_72434
8
11
1,232
0
0
422
0
1
1,500
bus_only
2,130
1,232
476
77
399
569.8
8,792.6
8,222.8
0
0
1
0
0
0
15
0.090909
1001_72434
9
11
1,435
0
0
362
0
1
1,500
bus_only
2,329
1,435
532
77
455
636.8
9,634.8
8,998
0
0
1
0
0
0
15
0.090909
1001_72434
10
11
1,813
0
0
635
0
0
1,500
bus_only
2,972
1,813
524
69
455
627
10,118.3
9,491.3
0
0
1
0
0
0
15
0.090909
1001_72504
0
9
1,483
0
0
567
0
0
1,500
bus_only
2,124
1,483
74
69
5
87.4
8,348.1
8,260.7
0
0
1
0
0
1
13
1
1001_72504
1
9
1,295
0
0
403
0
1
1,500
bus_only
1,772
1,295
74
69
5
87.4
8,056
7,968.6
0
0
1
0
0
0
13
0
1001_72504
2
9
1,610
0
0
567
0
0
1,500
bus_only
2,764
1,610
587
69
518
702.3
9,418.4
8,716.2
0
0
1
0
0
0
13
0
1001_72504
3
9
1,567
0
0
121
0
1
1,500
bus_only
1,807
1,567
119
44
75
141.4
9,890.8
9,749.4
0
0
1
0
0
0
13
0
1001_72504
4
9
1,617
0
0
419
50
1
1,500
bus_only
2,375
1,617
339
44
245
403.2
9,521.7
9,118.5
0
0
1
0
0
0
13
0
1001_72504
5
9
1,456
0
0
500
0
1
1,500
bus_only
2,510
1,456
554
69
485
662.6
9,901.4
9,238.8
0
0
1
0
0
0
13
0
1001_72504
6
9
1,567
0
0
359
50
1
1,500
bus_only
2,508
1,567
582
44
488
695.6
9,558.1
8,862.5
0
0
1
0
0
0
13
0
1001_72504
7
9
1,422
0
0
403
0
1
1,500
bus_only
2,412
1,422
587
69
518
702.3
9,126.3
8,424.1
0
0
1
0
0
0
13
0
1001_72504
8
9
0
1,130
0
578
97
1
1,550
train_only
2,332
1,130
624
44
483
747.1
8,824.8
0
8,077.7
0
0
1
0
0
13
0
1001_72535
0
9
1,309
0
0
446
0
1
1,500
bus_only
1,838
1,309
83
69
14
97.4
8,363.2
8,265.8
0
0
1
0
0
0
18
0
1001_72535
1
9
140
1,110
0
424
54
1
1,550
bus+train
1,786
1,250
112
44
14
132
8,473.8
810
7,531.8
0
1
1
0
18
18
1
1001_72535
2
9
1,271
0
0
458
0
0
1,500
bus_only
1,936
1,271
207
69
138
245.6
8,363.2
8,117.6
0
0
1
0
0
0
18
0
1001_72535
3
9
1,283
0
0
435
0
1
1,500
bus_only
1,809
1,283
91
77
14
107.2
8,329.2
8,222
0
0
1
0
0
0
18
0
1001_72535
4
9
92
1,110
0
424
54
1
1,550
bus+train
1,898
1,202
272
44
174
324.4
8,518.1
661.9
7,531.8
0
1
1
0
0
18
0
1001_72535
5
9
1,359
0
0
506
0
1
1,500
bus_only
2,210
1,359
345
69
276
412.5
8,925.2
8,512.7
0
0
1
0
0
0
18
0
1001_72535
6
9
1,333
0
0
495
0
1
1,500
bus_only
2,181
1,333
353
77
276
422.3
8,891.3
8,468.9
0
0
1
0
0
0
18
0
1001_72535
7
9
190
1,110
0
484
54
1
1,550
bus+train
2,158
1,300
374
44
276
447.1
9,035.9
1,057
7,531.8
0
1
1
0
0
18
0
1001_72535
8
9
1,340
0
0
409
0
1
1,500
bus_only
2,267
1,340
518
69
449
620.4
9,405.3
8,784.9
0
0
1
0
0
0
18
0
1001_72536
0
14
1,305
0
0
155
0
2
1,500
bus_only
1,540
1,305
80
77
3
95.1
8,564.1
8,468.9
0
0
1
0
0
0
27
0
1001_72536
1
14
1,180
0
0
152
0
1
1,500
bus_only
1,699
1,180
367
77
290
438.7
8,516.1
8,077.4
0
0
1
0
0
0
27
0
1001_72536
2
14
1,226
0
0
602
0
0
1,500
bus_only
2,187
1,226
359
69
290
428.9
8,546.5
8,117.6
0
0
1
0
0
0
27
0
1001_72536
3
14
198
1,110
0
314
54
1
1,550
bus+train
1,723
1,308
101
44
3
120
8,708.7
1,057
7,531.8
0
1
1
0
27
27
1
1001_72536
4
14
1,253
0
0
215
0
2
1,500
bus_only
1,798
1,253
330
77
253
393.5
8,615.5
8,222
0
0
1
0
0
0
27
0
1001_72536
5
14
1,282
0
0
602
0
1
1,500
bus_only
2,214
1,282
330
77
253
393.5
8,972
8,578.4
0
0
1
0
0
0
27
0
1001_72536
6
14
146
1,110
0
374
54
1
1,550
bus+train
1,981
1,256
351
44
253
418.4
8,760.1
810
7,531.8
0
1
1
0
0
27
0
1001_72536
7
14
1,388
0
0
216
0
2
1,500
bus_only
2,239
1,388
635
77
558
760.5
9,729.8
8,969.3
0
0
1
0
0
0
27
0
1001_72536
8
14
67
1,290
0
355
87
1
1,550
bus+train
2,353
1,357
641
44
510
768.1
10,317.1
498.3
9,050.7
0
1
1
0
0
27
0
1001_72536
9
14
138
1,290
0
297
88
1
1,550
bus+train
2,369
1,428
644
44
512
770.4
10,321.2
500.1
9,050.7
0
1
1
0
0
27
0
1001_72536
10
14
320
1,110
0
314
54
1
1,550
bus+train
2,400
1,430
656
44
558
785.3
9,870.9
1,553.8
7,531.8
0
1
1
0
0
27
0
1001_72536
11
14
102
1,290
0
405
88
1
1,550
bus+train
2,480
1,392
683
44
551
817.2
10,329.4
461.5
9,050.7
0
1
1
0
0
27
0
1001_72536
12
14
1,451
0
0
328
53
2
1,500
bus_only
2,463
1,451
684
77
554
817.7
9,989.8
9,172.1
0
0
1
0
0
0
27
0
1001_72536
13
14
146
1,290
0
355
87
1
1,550
bus+train
2,476
1,436
685
44
554
820.3
10,887.4
1,016.3
9,050.7
0
1
1
0
0
27
0
1001_73880
0
4
1,136
0
0
366
0
0
1,500
bus_only
1,580
1,136
78
77
1
92.1
7,197.3
7,105.1
0
0
1
0
0
8
15
1
1001_73880
1
4
928
0
0
152
0
0
1,500
bus_only
1,472
928
392
77
315
468
7,346.8
6,878.9
0
0
1
0
0
0
15
0
1001_73880
2
4
1,048
0
0
366
0
0
1,500
bus_only
1,809
1,048
395
77
318
472.7
7,295.9
6,823.2
0
0
1
0
0
0
15
0
1001_73880
3
4
1,131
0
0
200
0
0
1,500
bus_only
1,797
1,131
466
44
422
557.6
7,424.2
6,866.6
0
0
1
0
0
0
15
0
1001_74751
0
5
2,378
0
0
395
0
0
1,500
bus_only
2,851
2,378
78
77
1
92.4
14,975.2
14,882.8
0
0
1
0
0
0
14
0
1001_74751
1
5
410
1,500
0
447
71
2
1,650
bus+train
2,473
1,910
116
44
1
137.7
15,457.6
1,871.9
13,448
0
1
1
0
0
14
0
1001_74751
2
5
2,370
0
0
101
0
1
1,500
bus_only
2,549
2,370
78
77
1
92.4
14,975.2
14,882.8
0
0
1
0
0
0
14
0
1001_74751
3
5
197
1,620
0
293
55
1
1,650
bus+train
2,473
1,817
363
307
1
434.2
15,908.4
1,248
14,226.2
0
1
1
0
13
14
1
1001_74751
4
5
265
1,620
0
293
55
1
1,650
bus+train
2,955
1,885
777
307
415
930.9
16,774.2
1,617.2
14,226.2
0
1
1
0
0
14
0
1001_74914
0
3
1,189
0
0
369
0
0
1,500
bus_only
1,594
1,189
36
30
6
42.7
9,035.3
8,992.5
0
0
1
0
0
0
13
0.333333
1001_74914
1
3
1,128
0
0
429
0
0
1,500
bus_only
2,026
1,128
469
30
439
560.7
9,147.4
8,586.7
0
0
1
0
0
0
13
0.333333
1001_74914
2
3
1,236
0
0
429
0
0
1,500
bus_only
2,156
1,236
491
30
461
587.9
10,034.3
9,446.4
0
0
1
0
0
0
13
0.333333
1001_76018
0
8
1,432
0
0
607
0
0
1,500
bus_only
2,109
1,432
70
69
1
82.6
10,303.7
10,221.2
0
0
1
0
0
0
15
0
1001_76018
1
8
384
0
360
695
91
1
3,200
bus+gtx
1,580
744
141
49
1
167.8
10,420.1
1,862.7
0
8,389.7
1
0
1
2
15
1
1001_76018
2
8
1,361
0
0
667
0
0
1,500
bus_only
2,309
1,361
281
69
212
335.2
10,353.3
10,018.1
0
0
1
0
0
0
15
0
1001_76018
3
8
313
0
360
755
91
1
3,200
bus+gtx
1,780
673
352
49
212
420.4
10,469.7
1,659.7
0
8,389.7
1
0
1
0
15
0
1001_76018
4
8
1,461
0
0
667
0
0
1,500
bus_only
2,492
1,461
364
69
295
434.4
10,923.7
10,489.3
0
0
1
0
0
0
15
0
1001_76018
5
8
412
0
360
755
91
1
3,200
bus+gtx
1,988
772
461
49
321
550.3
11,088.4
2,148.4
0
8,389.7
1
0
1
0
15
0
1001_76018
6
8
414
0
360
1,034
91
1
3,200
bus+gtx
2,243
774
435
49
295
519.6
11,040.1
2,130.9
0
8,389.7
1
0
1
0
15
0
1001_76018
7
8
1,547
0
0
224
12
1
1,500
bus_only
2,326
1,547
555
69
474
663.9
10,418.3
9,754.4
0
0
1
0
0
0
15
0
1001_77264
0
23
1,754
0
0
269
0
2
1,500
bus_only
2,068
1,754
45
44
1
52.4
9,667.5
9,615.1
0
0
1
0
0
0
25
0.043478
1001_77264
1
23
1,599
0
0
285
106
1
1,500
bus_only
2,068
1,599
184
77
1
218.6
9,931.3
9,712.8
0
0
1
0
0
0
25
0.043478
1001_77264
2
23
1,620
0
0
181
0
0
1,500
bus_only
2,275
1,620
474
77
397
566.1
9,091
8,524.9
0
0
1
0
0
0
25
0.043478
1001_77264
3
23
1,810
0
0
269
0
2
1,500
bus_only
2,324
1,810
245
44
201
292.6
10,086.4
9,793.8
0
0
1
0
0
0
25
0.043478
1001_77264
4
23
1,673
0
0
329
0
2
1,500
bus_only
2,257
1,673
255
44
211
304.3
9,732.4
9,428.1
0
0
1
0
0
0
25
0.043478
1001_77264
5
23
1,852
0
0
387
0
1
1,500
bus_only
2,527
1,852
288
77
211
344
8,976.8
8,632.9
0
0
1
0
0
0
25
0.043478
1001_77264
6
23
1,518
0
0
345
106
1
1,500
bus_only
2,257
1,518
394
77
211
470.4
9,996.2
9,525.8
0
0
1
0
0
0
25
0.043478
1001_77264
7
23
1,655
0
0
285
106
1
1,500
bus_only
2,324
1,655
384
77
201
458.8
10,350.3
9,891.5
0
0
1
0
0
0
25
0.043478
1001_77264
8
23
1,605
0
0
269
0
2
1,500
bus_only
2,285
1,605
411
44
367
492.3
9,780.8
9,288.5
0
0
1
0
0
0
25
0.043478
1001_77264
9
23
1,784
0
0
327
0
1
1,500
bus_only
2,555
1,784
444
77
367
531.9
9,025.2
8,493.3
0
0
1
0
0
0
25
0.043478
1001_77264
10
23
1,870
0
0
269
0
2
1,500
bus_only
2,543
1,870
404
44
360
483.4
10,426.2
9,942.7
0
0
1
0
0
0
25
0.043478
1001_77264
11
23
1,538
0
0
425
55
1
1,500
bus_only
2,466
1,538
503
77
371
600.7
9,678.8
9,078.1
0
0
1
0
0
0
25
0.043478
1001_77264
12
23
1,676
0
0
181
0
0
1,500
bus_only
2,453
1,676
596
77
519
713.2
9,569.4
8,856.2
0
0
1
0
0
0
25
0.043478
1001_77264
13
23
1,450
0
0
285
106
1
1,500
bus_only
2,285
1,450
550
77
367
658.4
10,044.7
9,386.2
0
0
1
0
0
0
25
0.043478
1001_77264
14
23
1,603
0
0
425
55
1
1,500
bus_only
2,547
1,603
519
77
387
620.6
9,852.4
9,231.8
0
0
1
0
0
0
25
0.043478
1001_77264
15
23
1,715
0
0
285
106
1
1,500
bus_only
2,543
1,715
543
77
360
649.6
10,690
10,040.4
0
0
1
0
0
0
25
0.043478
1001_77264
16
23
1,606
0
0
119
0
1
1,500
bus_only
2,303
1,606
578
44
534
691.8
10,219.6
9,527.8
0
0
1
0
0
0
25
0.043478
1001_77264
17
23
1,672
0
0
425
55
1
1,500
bus_only
2,638
1,672
541
77
409
647.2
9,989.6
9,342.3
0
0
1
0
0
0
25
0.043478
1001_77264
18
23
1,530
0
0
269
0
2
1,500
bus_only
2,338
1,530
539
44
495
645
9,788.2
9,143.3
0
0
1
0
0
0
25
0.043478
1001_77264
19
23
1,662
0
0
119
0
1
1,500
bus_only
2,388
1,662
607
44
563
726.4
10,585.4
9,859
0
0
1
0
0
0
25
0.043478
1001_77264
20
23
1,709
0
0
327
0
1
1,500
bus_only
2,608
1,709
572
77
495
684.6
9,032.7
8,348.1
0
0
1
0
0
0
25
0.043478
1001_77264
21
23
1,436
0
0
425
55
1
1,500
bus_only
2,500
1,436
639
77
507
764
9,667.5
8,903.6
0
0
1
0
0
0
25
0.043478
1001_77264
22
23
1,375
0
0
285
106
1
1,500
bus_only
2,338
1,375
678
77
495
811.1
10,052.1
9,241
0
0
1
0
0
0
25
0.043478
1001_8000481
0
14
1,894
0
0
319
37
1
1,500
bus_only
2,295
1,894
82
44
1
96.4
10,357
10,260.5
0
0
1
0
0
0
21
0.071429
1001_8000481
1
14
1,274
0
0
433
27
1
1,500
bus_only
2,223
1,274
516
77
412
616.6
10,060.3
9,443.6
0
0
1
0
0
0
21
0.071429
1001_8000481
2
14
1,519
0
0
471
0
0
1,500
bus_only
2,479
1,519
489
77
412
585.4
9,590.1
9,004.7
0
0
1
0
0
0
21
0.071429