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
9950_8796
6
8
1,038
0
0
339
0
1
1,500
bus_only
1,889
1,038
512
1
511
613
8,799.1
8,186.1
0
0
1
0
0
0
15
0
9950_8796
7
8
1,034
0
0
149
0
0
1,500
bus_only
1,889
1,034
706
195
511
845.1
8,866.7
8,021.7
0
0
1
0
0
0
15
0
9950_8874
0
14
897
0
0
464
49
1
1,500
bus_only
1,412
897
51
1
1
59.3
7,350.5
7,291.2
0
0
1
0
0
15
23
0.652174
9950_8874
1
14
673
0
0
291
135
1
1,500
bus_only
1,101
673
137
1
1
162.5
5,493.9
5,331.4
0
0
1
0
0
8
23
0.347826
9950_8874
2
14
485
100
0
433
45
1
1,550
bus+train
1,401
585
383
1
337
457.3
5,611.4
4,034.1
1,120
0
1
1
0
0
23
0
9950_8874
3
14
980
0
0
524
49
1
1,500
bus_only
1,891
980
387
1
337
462.3
8,057
7,594.7
0
0
1
0
0
0
23
0
9950_8874
4
14
485
190
0
493
45
1
1,550
bus+train
1,611
675
443
1
397
529.9
6,355.2
4,034.1
1,791.2
0
1
1
0
0
23
0
9950_8874
5
14
756
0
0
351
135
1
1,500
bus_only
1,580
756
473
1
337
565.5
6,200.3
5,634.8
0
0
1
0
0
0
23
0
9950_8874
6
14
1,020
0
0
464
49
1
1,500
bus_only
1,961
1,020
477
1
427
570.8
8,292.3
7,721.5
0
0
1
0
0
0
23
0
9950_8874
7
14
931
0
0
540
13
1
1,500
bus_only
1,960
931
489
1
475
585.1
5,607.7
5,022.5
0
0
1
0
0
0
23
0
9950_8874
8
14
818
0
0
464
49
1
1,500
bus_only
1,807
818
525
1
475
627.8
7,497.8
6,870
0
0
1
0
0
0
23
0
9950_8874
9
14
594
0
0
291
135
1
1,500
bus_only
1,496
594
611
1
475
731
5,641.2
4,910.1
0
0
1
0
0
0
23
0
9950_8874
10
14
867
0
0
515
0
2
1,500
bus_only
1,877
867
495
1
494
593.1
9,071.4
8,478.3
0
0
1
0
0
0
23
0
9950_8874
11
14
929
0
0
575
0
2
1,500
bus_only
2,010
929
506
1
505
605.9
9,956.5
9,350.6
0
0
1
0
0
0
23
0
9950_8874
12
14
860
0
0
328
0
1
1,500
bus_only
1,877
860
689
195
494
825.2
9,139
8,313.9
0
0
1
0
0
0
23
0
9950_8874
13
14
922
0
0
388
0
1
1,500
bus_only
2,010
922
700
195
505
837.9
10,024.2
9,186.2
0
0
1
0
0
0
23
0
9950_8890
0
3
1,241
0
0
344
0
0
2,500
bus_only
2,006
1,241
421
1
420
504
9,272.5
8,768.5
0
0
1
0
0
5
19
1
9950_8890
1
3
1,286
0
0
344
0
0
2,500
bus_only
2,188
1,286
558
1
557
667.5
9,918
9,250.5
0
0
1
0
0
0
19
0
9950_8890
2
3
1,179
0
0
344
0
0
2,500
bus_only
2,241
1,179
718
1
717
860.4
9,251.4
8,391
0
0
1
0
0
0
19
0
9950_9001526
0
6
135
0
0
176
0
1
1,500
bus_only
313
135
2
1
1
1.6
1,712.3
1,710.7
0
0
1
0
0
4
47
0.085106
9950_9001526
1
6
130
0
0
350
0
0
1,500
bus_only
676
130
196
195
1
233.7
1,779.9
1,546.2
0
0
1
0
0
43
47
0.914894
9950_9001526
2
6
0
225
0
805
0
0
1,550
train_only
1,564
225
534
89
445
638.2
2,754.3
0
2,116.1
0
0
1
0
0
47
0
9950_9001526
3
6
83
0
0
176
0
1
1,500
bus_only
716
83
457
1
456
547.7
1,853.8
1,306.1
0
0
1
0
0
0
47
0
9950_9001526
4
6
78
0
0
350
0
0
1,500
bus_only
1,079
78
651
195
456
779.8
1,921.4
1,141.7
0
0
1
0
0
0
47
0
9950_9001526
5
6
1,173
0
0
352
0
0
1,500
bus_only
2,144
1,173
619
136
483
741.4
3,269.1
2,527.7
0
0
1
0
0
0
47
0
9950_9003441
0
8
397
0
0
515
0
0
1,500
bus_only
919
397
7
1
6
7.9
2,699.5
2,691.7
0
0
1
0
0
61
67
0.910448
9950_9003441
1
8
410
0
0
205
0
0
1,500
bus_only
787
410
172
166
6
205.8
2,583.9
2,378.1
0
0
1
0
0
6
67
0.089552
9950_9003441
2
8
474
0
0
515
0
0
1,500
bus_only
1,281
474
292
1
291
349.5
3,295.4
2,945.9
0
0
1
0
0
0
67
0
9950_9003441
3
8
424
0
0
654
0
1
1,500
bus_only
1,479
424
401
1
400
480.5
3,523.3
3,042.9
0
0
1
0
0
0
67
0
9950_9003441
4
8
312
0
0
575
0
0
1,500
bus_only
1,306
312
419
1
418
501.1
2,806.3
2,305.2
0
0
1
0
0
0
67
0
9950_9003441
5
8
487
0
0
205
0
0
1,500
bus_only
1,149
487
457
166
291
547.4
3,179.7
2,632.3
0
0
1
0
0
0
67
0
9950_9003441
6
8
325
0
0
265
0
0
1,500
bus_only
1,174
325
584
166
418
699
2,690.7
1,991.6
0
0
1
0
0
0
67
0
9950_9003441
7
8
425
0
0
223
0
0
1,500
bus_only
1,277
425
629
229
400
754.4
3,207.1
2,452.7
0
0
1
0
0
0
67
0
9950_9003442
0
18
347
0
0
602
0
0
1,500
bus_only
957
347
8
1
7
8.8
2,314
2,305.2
0
0
1
0
0
63
65
0.969231
9950_9003442
1
18
306
0
0
75
0
0
1,500
bus_only
617
306
236
229
7
282.7
1,997.7
1,715
0
0
1
0
0
0
65
0
9950_9003442
2
18
359
0
0
338
0
0
1,500
bus_only
870
359
173
166
7
206.7
2,198.4
1,991.6
0
0
1
0
0
1
65
0.015385
9950_9003442
3
18
621
0
0
215
0
1
1,500
bus_only
1,040
621
204
1
203
242.6
2,346.6
2,104.1
0
0
1
0
0
1
65
0.015385
9950_9003442
4
18
690
0
0
155
0
1
1,500
bus_only
1,118
690
273
1
272
327.1
2,578.2
2,251.1
0
0
1
0
0
0
65
0
9950_9003442
5
18
288
0
0
662
0
0
1,500
bus_only
1,296
288
346
1
345
412.4
2,377.8
1,965.4
0
0
1
0
0
0
65
0
9950_9003442
6
18
501
0
0
215
0
1
1,500
bus_only
1,062
501
346
1
345
412.4
2,231.2
1,818.7
0
0
1
0
0
0
65
0
9950_9003442
7
18
655
0
0
251
0
0
1,500
bus_only
1,283
655
377
136
241
451.1
1,781.7
1,330.6
0
0
1
0
0
0
65
0
9950_9003442
8
18
834
0
0
219
0
0
1,500
bus_only
1,490
834
437
136
301
522.3
2,848
2,325.6
0
0
1
0
0
0
65
0
9950_9003442
9
18
425
0
0
602
0
0
1,500
bus_only
1,468
425
441
1
440
528.4
3,220.1
2,691.7
0
0
1
0
0
0
65
0
9950_9003442
10
18
621
0
0
339
0
1
1,500
bus_only
1,417
621
457
1
456
547.6
3,643.4
3,095.8
0
0
1
0
0
0
65
0
9950_9003442
11
18
434
0
0
311
0
0
1,500
bus_only
1,333
434
588
136
452
704.4
1,749.1
1,044.7
0
0
1
0
0
0
65
0
9950_9003442
12
18
798
0
0
159
0
0
1,500
bus_only
1,522
798
565
136
429
677.8
2,850.6
2,172.8
0
0
1
0
0
0
65
0
9950_9003442
13
18
247
0
0
135
0
0
1,500
bus_only
1,023
247
641
229
412
768.7
2,059.1
1,290.4
0
0
1
0
0
0
65
0
9950_9003442
14
18
300
0
0
398
0
0
1,500
bus_only
1,299
300
601
166
435
719.5
2,286.5
1,567
0
0
1
0
0
0
65
0
9950_9003442
15
18
743
0
0
219
0
0
1,500
bus_only
1,542
743
580
136
444
695.2
2,684.2
1,989
0
0
1
0
0
0
65
0
9950_9003442
16
18
437
0
0
338
0
0
1,500
bus_only
1,381
437
606
166
440
726.4
3,104.5
2,378.1
0
0
1
0
0
0
65
0
9950_9003442
17
18
384
0
0
75
0
0
1,500
bus_only
1,128
384
669
229
440
802.3
2,903.8
2,101.5
0
0
1
0
0
0
65
0
9950_9004129
0
10
161
0
0
151
0
0
1,500
bus_only
320
161
8
1
7
8.9
1,070.3
1,061.4
0
0
1
0
0
56
56
1
9950_9004129
1
10
66
0
0
210
0
1
1,500
bus_only
338
66
62
1
61
73
1,093.4
1,020.4
0
0
1
0
0
0
56
0
9950_9004129
2
10
77
0
0
117
0
0
1,500
bus_only
431
77
237
1
236
282.1
1,096.1
814
0
0
1
0
0
0
56
0
9950_9004129
3
10
123
0
0
119
0
0
1,500
bus_only
488
123
246
1
245
293.9
1,109.8
815.8
0
0
1
0
0
0
56
0
9950_9004129
4
10
88
0
0
182
0
0
1,500
bus_only
531
88
261
1
260
312.3
1,618.5
1,306.1
0
0
1
0
0
0
56
0
9950_9004129
5
10
172
0
0
374
0
1
1,500
bus_only
822
172
276
1
275
330.6
1,377.6
1,047.1
0
0
1
0
0
0
56
0
9950_9004129
6
10
52
0
0
57
0
0
1,500
bus_only
562
52
453
1
452
542.9
1,198.6
655.7
0
0
1
0
0
0
56
0
9950_9004129
7
10
204
0
0
314
0
1
1,500
bus_only
857
204
339
1
338
405.2
1,538.2
1,133
0
0
1
0
0
0
56
0
9950_9004129
8
10
265
0
0
314
0
1
1,500
bus_only
1,062
265
483
1
482
578.4
1,890.8
1,312.4
0
0
1
0
0
0
56
0
9950_9004129
9
10
304
0
0
81
0
0
1,500
bus_only
1,062
304
677
195
482
810.5
1,958.4
1,147.9
0
0
1
0
0
0
56
0
9950_9004140
0
16
257
0
0
622
0
0
1,500
bus_only
897
257
18
1
17
20.9
1,986.3
1,965.4
0
0
1
0
0
40
41
0.97561
9950_9004140
1
16
499
0
0
145
0
1
1,500
bus_only
662
499
18
1
17
20.9
1,839.6
1,818.7
0
0
1
0
0
1
41
0.02439
9950_9004140
2
16
314
0
0
622
0
0
1,500
bus_only
1,305
314
369
1
368
442.1
2,747.3
2,305.2
0
0
1
0
0
0
41
0
9950_9004140
3
16
430
0
0
205
0
1
1,500
bus_only
903
430
268
1
267
319.7
1,887.1
1,567.4
0
0
1
0
0
0
41
0
9950_9004140
4
16
619
0
0
145
0
1
1,500
bus_only
1,080
619
316
1
315
377.8
2,481.8
2,104.1
0
0
1
0
0
0
41
0
9950_9004140
5
16
371
0
0
245
0
1
1,500
bus_only
1,003
371
387
1
386
463.6
3,565
3,101.4
0
0
1
0
0
0
41
0
9950_9004140
6
16
331
0
0
279
0
0
1,500
bus_only
1,071
331
461
166
295
551.4
2,543
1,991.6
0
0
1
0
0
0
41
0
9950_9004140
7
16
428
0
0
296
0
0
1,500
bus_only
1,171
428
447
136
311
536
1,580.7
1,044.7
0
0
1
0
0
0
41
0
9950_9004140
8
16
362
0
0
296
0
0
1,500
bus_only
1,126
362
468
136
332
560.6
1,433.2
872.6
0
0
1
0
0
0
41
0
9950_9004140
9
16
394
0
0
219
105
1
1,500
bus_only
1,068
394
455
1
349
543.7
3,170
2,626.3
0
0
1
0
0
0
41
0
9950_9004140
10
16
274
0
0
279
0
0
1,500
bus_only
1,068
274
515
166
349
616.2
2,183.2
1,567
0
0
1
0
0
0
41
0
9950_9004140
11
16
496
0
0
362
0
0
1,500
bus_only
1,347
496
489
195
294
584.7
1,987.7
1,403
0
0
1
0
0
0
41
0
9950_9004140
12
16
730
0
0
195
0
0
1,500
bus_only
1,416
730
491
136
355
589
2,578
1,989
0
0
1
0
0
0
41
0
9950_9004140
13
16
325
0
0
255
0
0
1,500
bus_only
1,117
325
537
136
401
644
1,435.8
791.8
0
0
1
0
0
0
41
0
9950_9004140
14
16
839
0
0
356
0
0
1,500
bus_only
1,768
839
573
136
437
685.9
2,499.5
1,813.5
0
0
1
0
0
0
41
0
9950_9004140
15
16
782
0
0
255
0
0
1,500
bus_only
1,664
782
627
136
491
752.1
2,924.9
2,172.8
0
0
1
0
0
0
41
0
9950_9034812
0
9
910
0
0
548
0
0
1,500
bus_only
1,465
910
7
1
6
6.9
7,177.1
7,170.2
0
0
1
0
0
48
48
1
9950_9034812
1
9
840
0
0
381
0
1
1,500
bus_only
1,228
840
7
1
6
6.9
7,177.1
7,170.2
0
0
1
0
0
0
48
0
9950_9034812
2
9
814
0
0
529
9
1
1,500
bus_only
1,541
814
198
1
188
235.1
7,601.9
7,366.8
0
0
1
0
0
0
48
0
9950_9034812
3
9
872
0
0
475
9
1
1,500
bus_only
1,621
872
274
1
264
327.1
7,765.7
7,438.7
0
0
1
0
0
0
48
0
9950_9034812
4
9
1,139
0
0
235
0
1
1,500
bus_only
1,700
1,139
326
1
325
390.7
9,666
9,275.2
0
0
1
0
0
0
48
0
9950_9034812
5
9
222
510
0
287
222
1
1,550
bus+train
1,510
732
491
82
187
587.5
7,082.5
821.6
5,673.4
0
1
1
0
0
48
0
9950_9034812
6
9
87
510
0
389
200
1
1,550
bus+train
1,515
597
529
82
247
631.3
7,158.8
854.2
5,673.4
0
1
1
0
0
48
0
9950_9034812
7
9
857
0
0
235
35
1
1,500
bus_only
1,659
857
567
1
531
677.5
8,246.3
7,568.8
0
0
1
0
0
0
48
0
9950_9034812
8
9
158
810
0
327
96
1
1,550
bus+train
1,991
968
696
82
518
833.3
9,775
1,374.5
7,567.2
0
1
1
0
0
48
0
9950_9034948
0
10
858
0
0
75
0
0
1,500
bus_only
940
858
7
1
6
7.5
5,805.9
5,798.4
0
0
1
0
0
21
33
0.636364
9950_9034948
1
10
0
180
120
381
31
1
3,200
train+gtx
1,260
300
579
82
466
692.5
6,169.6
0
2,640.3
2,836.8
0
1
1
0
33
0
9950_9034948
2
10
1,561
0
0
305
0
0
1,500
bus_only
2,061
1,561
195
1
194
233
10,172.7
9,939.7
0
0
1
0
0
7
33
0.212121
9950_9034948
3
10
898
0
0
708
0
1
1,500
bus_only
1,973
898
367
1
366
438.8
6,537.7
6,098.8
0
0
1
0
0
0
33
0
9950_9034948
4
10
908
0
0
249
0
0
1,500
bus_only
1,705
908
548
1
547
655.6
6,951.5
6,295.9
0
0
1
0
0
5
33
0.151515
9950_9034948
5
10
902
0
0
237
0
1
1,500
bus_only
1,673
902
534
1
533
639.1
6,931.4
6,292.3
0
0
1
0
0
0
33
0
9950_9034948
6
10
936
0
0
708
0
1
1,500
bus_only
2,116
936
472
1
471
565.8
6,930.1
6,364.2
0
0
1
0
0
0
33
0
9950_9034948
7
10
993
0
0
708
0
1
1,500
bus_only
2,183
993
482
1
481
577.7
7,152.6
6,574.8
0
0
1
0
0
0
33
0
9950_9034948
8
10
932
0
0
518
0
0
1,500
bus_only
2,116
932
666
195
471
797.9
6,997.7
6,199.8
0
0
1
0
0
0
33
0
9950_9034948
9
10
989
0
0
518
0
0
1,500
bus_only
2,183
989
676
195
481
809.8
7,220.2
6,410.4
0
0
1
0
0
0
33
0
9950_9034950
0
3
610
0
0
163
0
0
1,500
bus_only
780
610
7
1
6
7.5
4,950.5
4,943.1
0
0
1
0
0
67
67
1
9950_9034950
1
3
601
0
0
164
0
1
1,500
bus_only
772
601
7
1
6
7.5
4,950.5
4,943.1
0
0
1
0
0
0
67
0
9950_9034950
2
3
0
330
0
358
0
0
1,550
train_only
1,051
330
363
82
281
434.2
4,452.9
0
4,018.8
0
0
1
0
0
67
0
9950_9034956
0
3
297
0
0
184
0
0
1,500
bus_only
483
297
2
1
1
1.4
2,937
2,935.7
0
0
1
0
0
155
155
1