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
9970_4123684
8
12
2,655
0
0
1,217
88
3
1,500
bus_only
4,460
2,655
588
27
473
702.5
13,921.9
13,219.4
0
0
1
0
0
0
16
0
9970_4123684
9
12
4,432
0
0
897
37
2
1,600
bus_only
5,871
4,432
542
27
478
648.3
16,367.8
15,719.5
0
0
1
0
0
0
16
0
9970_4123684
10
12
2,766
0
0
589
88
1
1,500
bus_only
4,216
2,766
861
366
407
1,030.7
14,778.4
13,747.7
0
0
1
0
0
0
16
0
9970_4123684
11
12
4,346
0
0
644
37
1
1,600
bus_only
5,871
4,346
881
366
478
1,055.8
16,445.2
15,389.3
0
0
1
0
0
0
16
0
9970_7000167
0
16
969
0
0
642
0
1
1,500
bus_only
1,614
969
3
1
2
1.9
4,719.6
4,717.7
0
0
1
0
0
9
19
0.473684
9970_7000167
1
16
1,009
0
0
642
0
1
1,500
bus_only
1,824
1,009
173
1
172
206
5,076.2
4,870.2
0
0
1
0
0
0
19
0
9970_7000167
2
16
1,414
0
0
431
0
1
1,500
bus_only
1,976
1,414
131
1
130
155.6
8,000.7
7,845.1
0
0
1
0
0
10
19
0.526316
9970_7000167
3
16
1,129
0
0
697
50
2
1,500
bus_only
2,055
1,129
229
1
178
272.2
5,290.5
5,018.2
0
0
1
0
0
0
19
0
9970_7000167
4
16
1,474
0
0
431
0
1
1,500
bus_only
2,194
1,474
289
1
288
345
8,341.7
7,996.7
0
0
1
0
0
0
19
0
9970_7000167
5
16
918
0
0
702
0
1
1,500
bus_only
1,962
918
342
1
341
408.5
4,785.2
4,376.8
0
0
1
0
0
0
19
0
9970_7000167
6
16
1,179
0
0
431
0
1
1,500
bus_only
1,999
1,179
389
1
388
465.2
7,658
7,192.8
0
0
1
0
0
0
19
0
9970_7000167
7
16
1,244
0
0
651
50
2
1,500
bus_only
2,205
1,244
310
1
259
370.1
5,596.8
5,226.7
0
0
1
0
0
0
19
0
9970_7000167
8
16
1,442
0
0
438
0
1
1,500
bus_only
2,255
1,442
375
1
374
448.7
8,201
7,752.3
0
0
1
0
0
0
19
0
9970_7000167
9
16
1,254
0
0
523
168
1
1,500
bus_only
2,205
1,254
428
1
259
512.2
5,863.4
5,351.2
0
0
1
0
0
0
19
0
9970_7000167
10
16
1,535
0
0
431
0
1
1,500
bus_only
2,443
1,535
477
1
476
570.3
8,737.5
8,167.2
0
0
1
0
0
0
19
0
9970_7000167
11
16
1,308
0
0
594
38
2
1,500
bus_only
2,364
1,308
462
1
423
552.2
8,805.5
8,253.3
0
0
1
0
0
0
19
0
9970_7000167
12
16
1,307
0
0
531
38
1
1,500
bus_only
2,373
1,307
535
1
496
640
8,827.8
8,187.8
0
0
1
0
0
0
19
0
9970_7000167
13
16
1,308
0
0
711
50
2
1,500
bus_only
2,514
1,308
495
1
444
591.5
5,995.4
5,403.9
0
0
1
0
0
0
19
0
9970_7000167
14
16
1,318
0
0
583
168
1
1,500
bus_only
2,514
1,318
613
1
444
733.6
6,262
5,528.4
0
0
1
0
0
0
19
0
9970_7000167
15
16
508
330
0
373
233
1
1,550
bus+train
2,225
838
1,014
367
414
1,213.3
8,856.4
4,011.7
3,631.3
0
1
1
0
0
19
0
9970_70641
0
11
301
0
0
299
0
0
1,500
bus_only
602
301
2
1
1
0.5
940.1
939.6
0
0
1
0
0
265
265
1
9970_70641
1
11
79
0
0
134
0
0
1,500
bus_only
600
79
387
335
52
463.5
1,218.8
755.3
0
0
1
0
0
0
265
0
9970_70641
2
11
191
0
0
359
0
0
1,500
bus_only
779
191
229
1
228
272.5
982.4
709.9
0
0
1
0
0
0
265
0
9970_70641
3
11
335
0
0
700
0
1
1,500
bus_only
1,224
335
189
1
188
225.1
1,331.2
1,106.1
0
0
1
0
0
0
265
0
9970_70641
4
11
377
0
0
359
0
0
1,500
bus_only
1,101
377
365
1
364
436.3
1,712.3
1,276
0
0
1
0
0
0
265
0
9970_70641
5
11
123
0
0
96
0
0
1,500
bus_only
647
123
428
318
110
512.5
1,395
882.5
0
0
1
0
0
0
265
0
9970_70641
6
11
118
0
0
58
0
0
1,500
bus_only
682
118
506
318
188
606.1
1,637.9
1,031.8
0
0
1
0
0
0
265
0
9970_70641
7
11
0
60
0
169
0
0
1,550
train_only
732
60
503
367
136
601.4
1,567.8
0
966.4
0
0
1
0
0
265
0
9970_70641
8
11
116
0
0
359
0
0
1,500
bus_only
1,071
116
596
1
595
712.8
1,151.8
439.1
0
0
1
0
0
0
265
0
9970_70641
9
11
44
0
0
118
0
0
1,500
bus_only
925
44
763
318
445
913.9
1,390.4
476.6
0
0
1
0
0
0
265
0
9970_70641
10
11
148
0
0
118
0
0
1,500
bus_only
1,035
148
769
318
451
921.9
2,229.5
1,307.7
0
0
1
0
0
0
265
0
9970_70653
0
20
1,210
0
0
559
0
1
1,500
bus_only
1,771
1,210
2
1
1
0.8
4,871
4,870.2
0
0
1
0
0
1
14
0.071429
9970_70653
1
20
1,240
0
0
85
0
1
1,500
bus_only
1,644
1,240
319
318
1
381.9
8,298.2
7,916.4
0
0
1
0
0
0
14
0
9970_70653
2
20
1,168
0
0
559
0
1
1,500
bus_only
1,900
1,168
173
1
172
205.7
4,923.4
4,717.7
0
0
1
0
0
0
14
0
9970_70653
3
20
1,360
0
0
563
0
1
1,500
bus_only
2,133
1,360
210
1
209
249.9
8,032.7
7,782.7
0
0
1
0
0
13
14
0.928571
9970_70653
4
20
1,542
0
0
577
0
1
1,500
bus_only
2,378
1,542
259
1
258
309.5
8,154.5
7,845.1
0
0
1
0
0
0
14
0
9970_70653
5
20
1,469
0
0
606
0
2
1,500
bus_only
2,403
1,469
328
1
327
392.3
8,093
7,700.7
0
0
1
0
0
0
14
0
9970_70653
6
20
1,298
0
0
85
0
1
1,500
bus_only
1,878
1,298
495
318
177
592.6
8,665.8
8,073.2
0
0
1
0
0
0
14
0
9970_70653
7
20
1,109
0
0
619
0
1
1,500
bus_only
2,195
1,109
467
1
466
559.1
4,935.9
4,376.8
0
0
1
0
0
0
14
0
9970_70653
8
20
1,357
0
0
85
0
1
1,500
bus_only
1,969
1,357
527
318
209
631
9,036.3
8,405.3
0
0
1
0
0
0
14
0
9970_70653
9
20
1,611
0
0
577
0
1
1,500
bus_only
2,618
1,611
430
1
429
514.1
8,510.8
7,996.7
0
0
1
0
0
0
14
0
9970_70653
10
20
1,292
0
0
623
0
1
1,500
bus_only
2,391
1,292
476
1
475
569.2
7,762
7,192.8
0
0
1
0
0
0
14
0
9970_70653
11
20
1,215
0
0
711
0
2
1,500
bus_only
2,381
1,215
455
1
454
544.6
5,604.2
5,059.6
0
0
1
0
0
0
14
0
9970_70653
12
20
1,187
0
0
383
0
1
1,500
bus_only
2,138
1,187
568
318
250
680.4
8,372.2
7,691.8
0
0
1
0
0
0
14
0
9970_70653
13
20
1,202
0
0
145
0
1
1,500
bus_only
1,964
1,202
617
318
299
738.6
8,364.9
7,626.3
0
0
1
0
0
0
14
0
9970_70653
14
20
1,466
0
0
563
0
1
1,500
bus_only
2,570
1,466
541
1
540
648.2
8,725.9
8,077.8
0
0
1
0
0
0
14
0
9970_70653
15
20
1,577
0
0
731
168
1
1,500
bus_only
2,965
1,577
657
1
488
786.4
6,314.8
5,528.4
0
0
1
0
0
0
14
0
9970_70653
16
20
1,256
0
0
323
0
1
1,500
bus_only
2,352
1,256
773
318
455
926.5
9,205.6
8,279.2
0
0
1
0
0
0
14
0
9970_70653
17
20
1,226
0
0
335
0
1
1,500
bus_only
2,381
1,226
820
366
454
983.4
8,482.9
7,499.6
0
0
1
0
0
0
14
0
9970_70653
18
20
1,071
0
0
335
0
1
1,500
bus_only
2,247
1,071
841
366
475
1,007.9
7,590.2
6,582.2
0
0
1
0
0
0
14
0
9970_70653
19
20
1,463
0
0
85
0
1
1,500
bus_only
2,406
1,463
858
318
540
1,029.2
9,729.5
8,700.3
0
0
1
0
0
0
14
0
9970_9003438
0
6
657
0
0
509
0
0
1,500
bus_only
1,174
657
8
1
7
7.6
2,976.2
2,968.7
0
0
1
0
0
35
41
0.853659
9970_9003438
1
6
456
0
0
167
129
1
1,500
bus_only
1,077
456
454
318
7
543.3
3,685.5
3,142.1
0
0
1
0
0
0
41
0
9970_9003438
2
6
693
0
0
509
0
0
1,500
bus_only
1,539
693
337
1
336
403
3,674.2
3,271.1
0
0
1
0
0
0
41
0
9970_9003438
3
6
553
0
0
426
143
1
1,500
bus_only
1,130
553
151
1
7
179.1
3,148.6
2,969.5
0
0
1
0
0
6
41
0.146341
9970_9003438
4
6
589
0
0
426
143
1
1,500
bus_only
1,495
589
480
1
336
574.6
3,846.6
3,272
0
0
1
0
0
0
41
0
9970_9003438
5
6
492
0
0
167
129
1
1,500
bus_only
1,442
492
783
318
336
938.8
4,383.4
3,444.6
0
0
1
0
0
0
41
0
9970_9003443
0
10
723
0
0
701
0
0
1,500
bus_only
1,432
723
8
1
7
8
3,626.7
3,618.7
0
0
1
0
0
19
19
1
9970_9003443
1
10
643
0
0
525
143
1
1,500
bus_only
1,319
643
151
1
7
179.5
3,799.1
3,619.6
0
0
1
0
0
0
19
0
9970_9003443
2
10
635
0
0
701
0
0
1,500
bus_only
1,733
635
397
1
396
475.1
3,746.2
3,271.1
0
0
1
0
0
0
19
0
9970_9003443
3
10
757
0
0
975
0
1
1,500
bus_only
2,054
757
322
1
321
384.8
4,293.9
3,909.2
0
0
1
0
0
0
19
0
9970_9003443
4
10
772
0
0
761
0
0
1,500
bus_only
1,944
772
411
1
410
490.9
4,524.6
4,033.7
0
0
1
0
0
0
19
0
9970_9003443
5
10
769
0
0
134
0
1
2,500
bus_only
1,369
769
466
366
100
557.8
5,462
4,904.1
0
0
1
0
0
0
19
0
9970_9003443
6
10
687
0
0
525
143
1
1,500
bus_only
1,677
687
465
1
321
556.3
4,466.4
3,910.1
0
0
1
0
0
0
19
0
9970_9003443
7
10
555
0
0
525
143
1
1,500
bus_only
1,620
555
540
1
396
646.6
3,918.6
3,272
0
0
1
0
0
0
19
0
9970_9003443
8
10
682
0
0
646
143
2
1,500
bus_only
1,915
682
587
1
443
702.1
4,736.7
4,034.6
0
0
1
0
0
0
19
0
9970_9003443
9
10
693
0
0
483
281
1
1,500
bus_only
1,901
693
725
1
443
867
4,564.2
3,697.3
0
0
1
0
0
0
19
0
9970_9003555
0
7
385
0
0
236
0
0
1,500
bus_only
629
385
8
1
7
8.2
1,284.2
1,276
0
0
1
0
0
114
125
0.912
9970_9003555
1
7
114
0
0
91
0
0
1,500
bus_only
848
114
643
318
325
770.1
1,801.9
1,031.8
0
0
1
0
0
0
125
0
9970_9003555
2
7
444
0
0
236
0
0
1,500
bus_only
979
444
299
1
298
356.8
1,902
1,545.2
0
0
1
0
0
0
125
0
9970_9003555
3
7
349
0
0
648
0
1
1,500
bus_only
1,323
349
326
1
325
389.1
1,495.2
1,106.1
0
0
1
0
0
11
125
0.088
9970_9003555
4
7
317
0
0
296
0
0
1,500
bus_only
979
317
366
1
365
437.3
1,376.9
939.6
0
0
1
0
0
0
125
0
9970_9003555
5
7
0
60
0
164
0
0
1,550
train_only
850
60
626
367
259
749.8
1,716.2
0
966.4
0
0
1
0
0
125
0
9970_9003555
6
7
144
0
0
151
0
0
1,500
bus_only
1,148
144
853
318
535
1,021.1
2,328.8
1,307.7
0
0
1
0
0
0
125
0
9970_9003556
0
3
476
0
0
104
0
0
1,500
bus_only
593
476
13
1
12
14.5
1,559.7
1,545.2
0
0
1
0
0
59
59
1
9970_9003556
1
3
421
0
0
104
0
0
1,500
bus_only
836
421
311
1
310
372.1
1,648.1
1,276
0
0
1
0
0
0
59
0
9970_9003556
2
3
526
0
0
164
0
0
1,500
bus_only
1,078
526
388
1
387
462.6
2,377.8
1,915.2
0
0
1
0
0
0
59
0
9970_9003558
0
12
447
0
0
104
0
1
1,500
bus_only
560
447
9
1
8
8.8
1,924
1,915.2
0
0
1
0
0
2
44
0.045455
9970_9003558
1
12
250
0
0
346
0
0
1,500
bus_only
922
250
326
318
8
389.8
2,038.3
1,648.5
0
0
1
0
0
0
44
0
9970_9003558
2
12
458
0
0
600
0
0
1,500
bus_only
1,067
458
9
1
8
8.8
1,924
1,915.2
0
0
1
0
0
38
44
0.863636
9970_9003558
3
12
574
0
0
194
0
1
1,500
bus_only
1,191
574
423
1
422
506.6
2,803.1
2,296.5
0
0
1
0
0
3
44
0.068182
9970_9003558
4
12
401
0
0
104
0
1
1,500
bus_only
929
401
424
1
423
507.2
2,052.4
1,545.2
0
0
1
0
0
0
44
0
9970_9003558
5
12
411
0
0
600
0
0
1,500
bus_only
1,435
411
424
1
423
507.2
2,052.4
1,545.2
0
0
1
0
0
0
44
0
9970_9003558
6
12
507
0
0
660
0
0
1,500
bus_only
1,676
507
509
1
508
609.6
2,994.3
2,384.7
0
0
1
0
0
0
44
0
9970_9003558
7
12
499
0
0
320
0
1
1,500
bus_only
1,332
499
513
1
512
613.7
2,998.4
2,384.7
0
0
1
0
0
1
44
0.022727
9970_9003558
8
12
664
0
0
194
0
1
1,500
bus_only
1,398
664
540
1
539
646
3,141.6
2,495.5
0
0
1
0
0
0
44
0
9970_9003558
9
12
489
0
0
311
0
2
1,500
bus_only
1,313
489
513
1
512
613.7
2,998.4
2,384.7
0
0
1
0
0
0
44
0
9970_9003558
10
12
203
0
0
346
0
0
1,500
bus_only
1,290
203
741
318
423
888.3
2,166.7
1,278.4
0
0
1
0
0
0
44
0
9970_9003558
11
12
299
0
0
406
0
0
1,500
bus_only
1,531
299
826
318
508
990.6
3,108.6
2,118
0
0
1
0
0
0
44
0
9970_9034813
0
4
559
0
0
508
0
0
1,500
bus_only
1,074
559
7
1
6
7.4
2,392.1
2,384.7
0
0
1
0
0
30
31
1
9970_9034813
1
4
308
0
0
110
0
0
1,500
bus_only
742
308
324
318
6
388.4
2,506.4
2,118
0
0
1
0
0
0
31
0
9970_9034813
2
4
506
0
0
568
0
0
1,500
bus_only
1,586
506
512
1
511
612.2
2,527.5
1,915.2
0
0
1
0
0
0
31
0
9970_9034813
3
4
255
0
0
170
0
0
1,500
bus_only
1,254
255
829
318
511
993.3
2,641.8
1,648.5
0
0
1
0
0
0
31
0
9970_9950
0
11
1,101
0
0
563
0
0
1,500
bus_only
1,666
1,101
2
1
1
1
5,483.2
5,482.2
0
0
1
0
0
22
22
1
9970_9950
1
11
863
0
0
325
0
1
1,500
bus_only
1,555
863
367
366
1
439.8
5,311.4
4,871.6
0
0
1
0
0
0
22
0
9970_9950
2
11
1,040
0
0
623
0
0
1,500
bus_only
2,073
1,040
410
1
409
490.4
5,607.7
5,117.2
0
0
1
0
0
0
22
0
9970_9950
3
11
1,064
0
0
510
0
2
1,500
bus_only
1,821
1,064
247
1
246
294.5
5,772.9
5,478.4
0
0
1
0
0
0
22
0
9970_9950
4
11
1,073
0
0
805
0
1
1,500
bus_only
2,179
1,073
301
1
300
359.6
5,838
5,478.4
0
0
1
0
0
0
22
0
9970_9950
5
11
1,021
0
0
450
0
2
1,500
bus_only
1,884
1,021
413
1
412
493.7
5,610.9
5,117.2
0
0
1
0
0
0
22
0
9970_9950
6
11
1,006
0
0
287
281
1
1,500
bus_only
1,821
1,006
528
1
246
630.9
5,772.9
5,141.9
0
0
1
0
0
0
22
0