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
9909_9954
5
11
234
0
0
70
0
0
1,500
bus_only
626
234
322
12
310
385.7
1,436.6
1,050.9
0
0
1
0
0
0
65
0
9909_9954
6
11
291
0
0
69
0
0
1,500
bus_only
676
291
316
6
310
378
1,438.1
1,060.1
0
0
1
0
0
0
65
0
9909_9954
7
11
68
0
0
70
0
0
1,500
bus_only
634
68
496
12
484
594.3
934.6
340.3
0
0
1
0
0
0
65
0
9909_9954
8
11
71
0
0
69
0
0
1,500
bus_only
638
71
498
6
492
596.8
944.7
347.8
0
0
1
0
0
0
65
0
9909_9954
9
11
323
0
0
116
0
0
1,500
bus_only
938
323
499
6
493
598.3
1,812.5
1,214.2
0
0
1
0
0
0
65
0
9909_9954
10
11
1,143
0
0
186
0
1
1,500
bus_only
1,794
1,143
465
6
459
556.5
3,664
3,107.5
0
0
1
0
0
0
65
0
9909_9985
0
4
703
0
0
444
0
0
1,500
bus_only
1,201
703
54
12
42
63.8
3,296.6
3,232.8
0
0
1
0
0
31
31
1
9909_9985
1
4
616
0
0
444
0
0
1,500
bus_only
1,559
616
499
12
487
598.1
3,433.5
2,835.4
0
0
1
0
0
0
31
0
9909_9985
2
4
801
0
0
504
0
0
1,500
bus_only
1,741
801
436
12
424
520.8
4,180.7
3,659.9
0
0
1
0
0
0
31
0
9909_9985
3
4
780
0
0
426
0
0
1,500
bus_only
1,717
780
511
6
505
612.3
3,442.5
2,830.2
0
0
1
0
0
0
31
0
9912_10718
0
5
2,597
0
0
222
0
0
1,500
bus_only
2,829
2,597
10
3
7
10.7
12,792.1
12,781.4
0
0
1
0
0
15
15
1
9912_10718
1
5
858
480
0
553
296
2
1,550
bus+train
2,198
1,338
307
3
8
365.5
13,306.8
6,573.8
6,367.5
0
1
1
0
0
15
0
9912_10718
2
5
2,655
0
0
222
0
0
1,500
bus_only
3,245
2,655
368
3
365
441
13,553.4
13,112.4
0
0
1
0
0
0
15
0
9912_10718
3
5
153
1,650
0
684
166
2
1,650
bus+train
2,845
1,803
358
3
189
426.5
19,348.7
831.7
18,090.5
0
1
1
0
0
15
0
9912_10718
4
5
916
480
0
613
296
2
1,550
bus+train
2,673
1,396
664
3
365
794.6
14,066.9
6,904.8
6,367.5
0
1
1
0
0
15
0
9912_13352
0
4
839
0
0
341
0
0
1,500
bus_only
1,197
839
17
3
14
20
3,210
3,190
0
0
1
0
0
14
14
1
9912_13352
1
4
700
0
0
281
0
0
1,500
bus_only
1,363
700
382
3
379
457.2
3,309.4
2,852.2
0
0
1
0
0
0
14
0
9912_13352
2
4
899
0
0
281
0
0
1,500
bus_only
1,435
899
255
3
252
305.5
3,713.7
3,408.3
0
0
1
0
0
0
14
0
9912_13352
3
4
690
0
0
236
86
1
1,500
bus_only
1,401
690
475
9
380
567.8
3,318.9
2,751.1
0
0
1
0
0
0
14
0
9912_8001761
0
6
188
0
0
135
0
0
1,500
bus_only
349
188
26
9
17
30.1
874.4
844.3
0
0
1
0
0
82
82
1
9912_8001761
1
6
87
0
0
135
0
0
1,500
bus_only
605
87
383
9
374
459.2
985.7
526.5
0
0
1
0
0
0
82
0
9912_8001761
2
6
310
0
0
195
0
0
1,500
bus_only
894
310
389
9
380
465.2
1,695.9
1,230.7
0
0
1
0
0
0
82
0
9912_8001761
3
6
287
0
0
210
0
1
1,500
bus_only
703
287
206
9
197
246.8
1,280.4
1,033.5
0
0
1
0
0
0
82
0
9912_8001761
4
6
126
0
0
188
0
0
1,500
bus_only
824
126
510
240
270
610.1
1,174.1
564
0
0
1
0
0
0
82
0
9912_8001761
5
6
410
0
0
210
0
1
1,500
bus_only
1,070
410
450
9
441
538.6
1,831
1,292.4
0
0
1
0
0
0
82
0
9912_8001764
0
13
1,001
0
0
265
0
0
1,500
bus_only
1,313
1,001
47
3
44
54.2
3,154
3,099.8
0
0
1
0
0
29
29
1
9912_8001764
1
13
179
150
0
436
135
1
1,550
bus+train
1,193
329
428
3
290
510.8
3,531.2
831.7
2,188.6
0
1
1
0
0
29
0
9912_8001764
2
13
1,135
0
0
265
0
0
1,500
bus_only
1,736
1,135
336
3
333
402.8
3,845
3,442.2
0
0
1
0
0
0
29
0
9912_8001764
3
13
1,050
0
0
184
5
1
1,500
bus_only
1,282
1,050
48
3
40
55.9
3,153.9
3,098.1
0
0
1
0
0
0
29
0
9912_8001764
4
13
317
150
0
512
184
2
1,550
bus+train
1,201
467
222
3
35
264.6
3,848.8
1,395.5
2,188.6
0
1
1
0
0
29
0
9912_8001764
5
13
1,051
0
0
451
0
1
1,500
bus_only
1,756
1,051
254
9
245
303.8
3,254.7
2,950.9
0
0
1
0
0
0
29
0
9912_8001764
6
13
1,208
0
0
235
0
0
1,500
bus_only
1,778
1,208
335
9
326
401.6
3,369.2
2,967.6
0
0
1
0
0
0
29
0
9912_8001764
7
13
871
0
0
265
0
0
1,500
bus_only
1,519
871
383
3
380
458.1
3,240.7
2,782.6
0
0
1
0
0
0
29
0
9912_8001764
8
13
1,350
0
0
201
0
1
1,500
bus_only
1,857
1,350
306
9
297
366.5
3,440.4
3,073.8
0
0
1
0
0
0
29
0
9912_8001764
9
13
916
0
0
184
5
1
1,500
bus_only
1,504
916
404
3
396
484
3,264.8
2,780.8
0
0
1
0
0
0
29
0
9912_8001764
10
13
1,325
0
0
315
0
0
1,500
bus_only
2,051
1,325
411
9
402
492.7
3,989.9
3,497.2
0
0
1
0
0
0
29
0
9912_8001764
11
13
258
150
0
512
184
2
1,550
bus+train
1,316
408
396
3
209
474.3
3,855.7
1,192.9
2,188.6
0
1
1
0
0
29
0
9912_8001764
12
13
298
150
0
517
184
2
1,550
bus+train
1,572
448
607
3
420
726.4
4,220.5
1,305.5
2,188.6
0
1
1
0
0
29
0
9912_8002134
0
3
676
0
0
146
0
0
1,500
bus_only
833
676
11
3
8
12.6
2,864.8
2,852.2
0
0
1
0
0
13
13
1
9912_8002134
1
3
815
0
0
146
0
0
1,500
bus_only
1,351
815
390
3
387
467.3
3,657.3
3,190
0
0
1
0
0
0
13
0
9912_8002134
2
3
848
0
0
326
0
0
1,500
bus_only
1,409
848
235
9
226
281.3
2,929.6
2,648.4
0
0
1
0
0
0
13
0
9912_8503016
0
12
1,025
0
0
56
0
0
1,500
bus_only
1,093
1,025
12
9
3
13.6
2,806.4
2,792.8
0
0
1
0
0
98
98
1
9912_8503016
1
12
924
0
0
116
0
1
1,500
bus_only
1,052
924
12
9
3
13.6
2,806.4
2,792.8
0
0
1
0
0
0
98
0
9912_8503016
2
12
1,348
0
0
345
0
0
1,500
bus_only
1,965
1,348
272
9
263
325.4
3,293
2,967.6
0
0
1
0
0
0
98
0
9912_8503016
3
12
1,097
0
0
417
0
1
1,500
bus_only
1,699
1,097
185
9
176
221.1
3,171.9
2,950.9
0
0
1
0
0
0
98
0
9912_8503016
4
12
802
0
0
115
0
1
1,500
bus_only
1,174
802
257
9
248
307.8
3,205.7
2,897.9
0
0
1
0
0
0
98
0
9912_8503016
5
12
937
0
0
423
0
0
1,500
bus_only
1,680
937
320
9
311
382.6
2,888
2,505.3
0
0
1
0
0
0
98
0
9912_8503016
6
12
796
0
0
116
0
0
1,500
bus_only
1,294
796
382
9
373
456.7
2,859.1
2,402.4
0
0
1
0
0
0
98
0
9912_8503016
7
12
896
0
0
175
0
1
1,500
bus_only
1,382
896
311
9
302
371.3
3,499
3,127.7
0
0
1
0
0
0
98
0
9912_8503016
8
12
1,165
0
0
116
0
0
1,500
bus_only
1,645
1,165
364
9
355
435.2
3,545.2
3,110
0
0
1
0
0
0
98
0
9912_8503016
9
12
716
0
0
176
0
1
1,500
bus_only
1,274
716
382
9
373
456.7
2,859.1
2,402.4
0
0
1
0
0
0
98
0
9912_8503016
10
12
743
0
0
259
0
0
1,500
bus_only
1,544
743
542
294
248
649.2
3,167.4
2,518.2
0
0
1
0
0
0
98
0
9912_8503016
11
12
169
210
0
506
105
1
1,550
bus+train
1,390
379
505
49
351
605
5,121
774.8
3,741.2
0
1
1
0
0
98
0
9912_8637
0
13
1,395
0
0
364
0
0
1,500
bus_only
1,788
1,395
29
3
26
34.4
4,893.9
4,859.5
0
0
1
0
0
18
18
1
9912_8637
1
13
368
0
180
669
243
2
3,200
bus+gtx
1,567
548
350
49
58
416.8
6,349.1
1,522.1
0
4,410.2
1
0
1
0
18
0
9912_8637
2
13
1,320
0
0
304
0
0
1,500
bus_only
2,047
1,320
423
3
420
506.5
4,978.2
4,471.7
0
0
1
0
0
0
18
0
9912_8637
3
13
1,047
0
0
624
0
1
1,500
bus_only
1,702
1,047
31
9
22
36.8
4,861.1
4,824.3
0
0
1
0
0
0
18
0
9912_8637
4
13
444
0
180
604
247
2
3,200
bus+gtx
1,587
624
359
49
63
428.4
6,360.1
1,521.5
0
4,410.2
1
0
1
0
18
0
9912_8637
5
13
1,483
0
0
364
0
0
1,500
bus_only
2,288
1,483
441
3
438
527.7
5,754.5
5,226.9
0
0
1
0
0
0
18
0
9912_8637
6
13
335
0
180
664
247
2
3,200
bus+gtx
1,646
515
467
49
171
557.8
6,272.8
1,304.7
0
4,410.2
1
0
1
0
18
0
9912_8637
7
13
988
0
0
624
0
1
1,500
bus_only
2,043
988
431
9
422
516.1
4,953.1
4,437
0
0
1
0
0
0
18
0
9912_8637
8
13
1,164
0
0
624
0
1
1,500
bus_only
2,230
1,164
442
9
433
529
5,719.7
5,190.6
0
0
1
0
0
0
18
0
9912_8637
9
13
285
0
180
669
243
2
3,200
bus+gtx
1,639
465
505
49
213
603
6,318.7
1,305.5
0
4,410.2
1
0
1
0
18
0
9912_8637
10
13
290
0
180
609
189
2
3,200
bus+gtx
1,750
470
671
49
433
802.7
6,586.6
1,373.7
0
4,410.2
1
0
1
0
18
0
9912_8637
11
13
418
0
180
669
243
2
3,200
bus+gtx
1,987
598
720
49
428
861
7,140.8
1,869.6
0
4,410.2
1
0
1
0
18
0
9912_8637
12
13
513
0
180
604
247
2
3,200
bus+gtx
2,024
693
727
49
431
869.9
7,149.1
1,869
0
4,410.2
1
0
1
0
18
0
9912_9349
0
9
1,302
0
0
128
0
0
1,500
bus_only
1,442
1,302
12
3
9
14
4,338.5
4,324.6
0
0
1
0
0
20
20
1
9912_9349
1
9
389
330
0
542
172
2
1,550
bus+train
1,510
719
249
3
74
297.7
6,615.3
1,800.2
4,517.5
0
1
1
0
0
20
0
9912_9349
2
9
1,643
0
0
182
0
0
1,500
bus_only
2,013
1,643
188
9
179
225.1
4,505
4,279.8
0
0
1
0
0
0
20
0
9912_9349
3
9
1,649
0
0
290
0
0
1,500
bus_only
2,150
1,649
211
9
202
252.1
4,472.8
4,220.7
0
0
1
0
0
0
20
0
9912_9349
4
9
1,288
0
0
573
0
0
1,500
bus_only
2,073
1,288
212
3
209
253.8
4,474.8
4,221.1
0
0
1
0
0
0
20
0
9912_9349
5
9
1,377
0
0
128
0
0
1,500
bus_only
1,818
1,377
313
3
310
374.6
4,981.2
4,606.6
0
0
1
0
0
0
20
0
9912_9349
6
9
1,572
0
0
293
0
1
1,500
bus_only
2,084
1,572
219
9
210
261.5
4,670.7
4,409.2
0
0
1
0
0
0
20
0
9912_9349
7
9
1,754
0
0
182
0
0
1,500
bus_only
2,424
1,754
488
9
479
584.2
5,163.5
4,579.3
0
0
1
0
0
0
20
0
9912_9349
8
9
1,763
0
0
342
0
1
1,500
bus_only
2,631
1,763
526
9
517
629.8
5,421.5
4,791.8
0
0
1
0
0
0
20
0
9912_9590
0
11
559
0
0
121
0
0
1,500
bus_only
686
559
6
3
3
6.2
2,397.3
2,391.1
0
0
1
0
0
86
86
1
9912_9590
1
11
607
0
0
111
0
1
1,500
bus_only
734
607
16
9
7
18.7
2,421.2
2,402.4
0
0
1
0
0
0
86
0
9912_9590
2
11
675
0
0
52
0
0
1,500
bus_only
743
675
16
9
7
18.7
2,421.2
2,402.4
0
0
1
0
0
0
86
0
9912_9590
3
11
793
0
0
52
0
0
1,500
bus_only
977
793
132
9
123
157
2,662.4
2,505.3
0
0
1
0
0
0
86
0
9912_9590
4
11
471
0
0
121
0
0
1,500
bus_only
960
471
368
3
365
441.1
2,507.4
2,066.3
0
0
1
0
0
0
86
0
9912_9590
5
11
553
0
0
52
0
0
1,500
bus_only
975
553
370
9
361
443
2,519.5
2,076.5
0
0
1
0
0
0
86
0
9912_9590
6
11
733
0
0
480
0
0
1,500
bus_only
1,524
733
311
9
302
371.5
2,550.3
2,178.8
0
0
1
0
0
0
86
0
9912_9590
7
11
704
0
0
463
0
1
1,500
bus_only
1,457
704
290
9
281
347.5
2,876.6
2,529.2
0
0
1
0
0
0
86
0
9912_9590
8
11
727
0
0
181
0
0
1,500
bus_only
1,322
727
414
3
411
495.7
3,278.3
2,782.6
0
0
1
0
0
0
86
0
9912_9590
9
11
792
0
0
108
0
1
1,500
bus_only
1,355
792
455
9
446
545.1
3,337.8
2,792.8
0
0
1
0
0
0
86
0
9912_9590
10
11
799
0
0
463
0
1
1,500
bus_only
1,742
799
480
9
471
574.9
3,472.8
2,897.9
0
0
1
0
0
0
86
0
9912_9636
0
8
551
0
0
122
0
0
1,500
bus_only
684
551
11
3
8
12
2,078.2
2,066.3
0
0
1
0
0
48
54
0.888889
9912_9636
1
8
604
0
0
174
0
0
1,500
bus_only
894
604
116
3
113
138.9
2,310.6
2,171.6
0
0
1
0
0
6
54
0.111111
9912_9636
2
8
639
0
0
122
0
0
1,500
bus_only
1,123
639
362
3
359
433.8
2,824.9
2,391.1
0
0
1
0
0
0
54
0
9912_9636
3
8
725
0
0
942
0
1
1,500
bus_only
2,119
725
452
9
443
540.5
2,533.3
1,992.8
0
0
1
0
0
0
54
0
9912_9636
4
8
940
0
0
77
0
0
1,500
bus_only
1,506
940
489
9
480
586.4
3,091.8
2,505.3
0
0
1
0
0
0
54
0
9912_9636
5
8
434
0
0
182
0
0
1,500
bus_only
1,158
434
542
3
539
648.8
2,242.1
1,593.3
0
0
1
0
0
0
54
0
9912_9636
6
8
825
0
0
882
0
1
1,500
bus_only
2,161
825
454
9
445
544
3,073.2
2,529.2
0
0
1
0
0
0
54
0
9912_9636
7
8
525
0
0
374
0
0
1,500
bus_only
1,644
525
745
294
451
892.8
2,505.9
1,613.1
0
0
1
0
0
0
54
0
9912_9699
0
9
429
0
0
77
0
0
1,500
bus_only
519
429
13
9
4
14.4
1,618.1
1,603.8
0
0
1
0
0
0
31
0.111111
9912_9699
1
9
361
0
0
123
0
1
1,500
bus_only
497
361
13
9
4
14.4
1,618.1
1,603.8
0
0
1
0
0
0
31
0.111111
9912_9699
2
9
252
0
0
77
0
0
1,500
bus_only
761
252
432
9
423
517.9
1,748.7
1,230.7
0
0
1
0
0
0
31
0.111111
9912_9699
3
9
466
0
0
740
0
1
1,500
bus_only
1,578
466
372
9
363
445.3
2,177.5
1,732.2
0
0
1
0
0
0
31
0.111111
9912_9699
4
9
549
0
0
137
0
0
1,500
bus_only
1,209
549
523
9
514
626
2,702.5
2,076.5
0
0
1
0
0
0
31
0.111111
9912_9699
5
9
480
0
0
183
0
1
1,500
bus_only
1,186
480
523
9
514
626
2,702.5
2,076.5
0
0
1
0
0
0
31
0.111111