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
9929_9003493
6
7
589
0
0
146
0
1
1,500
bus_only
1,253
589
518
1
517
620.2
5,395
4,774.8
0
0
1
0
0
0
13
0
9929_9034948
0
9
782
0
0
166
0
0
1,500
bus_only
955
782
7
1
6
7.3
6,170.6
6,163.4
0
0
1
0
0
9
18
0.5
9929_9034948
1
9
773
0
0
121
0
1
1,500
bus_only
901
773
7
1
6
7.3
6,170.6
6,163.4
0
0
1
0
0
0
18
0
9929_9034948
2
9
1,522
0
0
319
0
0
1,500
bus_only
2,036
1,522
195
1
194
232.7
10,537.4
10,304.7
0
0
1
0
0
6
18
0.333333
9929_9034948
3
9
881
0
0
510
0
1
1,500
bus_only
1,758
881
367
1
366
438.6
6,902.4
6,463.8
0
0
1
0
0
0
18
0
9929_9034948
4
9
836
0
0
334
0
0
1,500
bus_only
1,718
836
548
1
547
655.4
7,316.3
6,660.8
0
0
1
0
0
3
18
0.166667
9929_9034948
5
9
826
0
0
181
0
1
1,500
bus_only
1,541
826
534
1
533
638.8
7,296.1
6,657.3
0
0
1
0
0
0
18
0
9929_9034948
6
9
921
0
0
510
0
1
1,500
bus_only
1,903
921
472
1
471
565.6
7,294.8
6,729.2
0
0
1
0
0
0
18
0
9929_9034948
7
9
981
0
0
510
0
1
1,500
bus_only
1,973
981
482
1
481
577.5
7,517.3
6,939.8
0
0
1
0
0
0
18
0
9929_9034948
8
9
827
0
0
274
0
1
1,500
bus_only
1,657
827
556
1
555
665.5
7,326.3
6,660.8
0
0
1
0
0
0
18
0
9929_9034956
0
7
449
0
0
309
0
0
1,500
bus_only
760
449
2
1
1
1.2
3,301.8
3,300.6
0
0
1
0
0
59
59
1
9929_9034956
1
7
464
0
0
200
0
1
1,500
bus_only
666
464
2
1
1
1.2
3,301.8
3,300.6
0
0
1
0
0
0
59
0
9929_9034956
2
7
381
0
0
369
0
0
1,500
bus_only
1,235
381
485
1
484
580.2
3,428.4
2,848.2
0
0
1
0
0
0
59
0
9929_9034956
3
7
51
180
0
272
61
1
1,550
bus+train
869
231
366
1
304
436.4
3,441.7
365
2,640.3
0
1
1
0
0
59
0
9929_9034956
4
7
396
0
0
260
0
1
1,500
bus_only
1,141
396
485
1
484
580.2
3,428.4
2,848.2
0
0
1
0
0
0
59
0
9929_9034956
5
7
0
180
0
251
0
0
1,550
train_only
1,281
180
850
494
356
1,018.2
3,658.5
0
2,640.3
0
0
1
0
0
59
0
9929_9034956
6
7
1,987
0
0
369
0
0
1,500
bus_only
3,359
1,987
1,003
1
1,002
1,202
14,150.9
12,948.9
0
0
1
0
0
0
59
0
9929_9034958
0
4
285
0
0
176
0
0
1,500
bus_only
463
285
2
1
1
0.8
2,849
2,848.2
0
0
1
0
0
88
88
1
9929_9034958
1
4
353
0
0
176
0
0
1,500
bus_only
1,039
353
510
1
509
611.2
3,911.8
3,300.6
0
0
1
0
0
0
88
0
9929_9034958
2
4
326
0
0
556
0
1
1,500
bus_only
1,278
326
396
1
395
473.7
2,971.6
2,497.9
0
0
1
0
0
0
88
0
9929_9034958
3
4
362
0
0
556
0
1
1,500
bus_only
1,343
362
425
1
424
508.2
3,419.7
2,911.5
0
0
1
0
0
0
88
0
9929_9036732
0
11
102
0
0
98
0
0
1,500
bus_only
202
102
2
1
1
1.5
1,022.1
1,020.7
0
0
1
0
0
17
18
0.944444
9929_9036732
1
11
168
0
0
242
0
0
1,500
bus_only
588
168
178
1
177
212.6
1,393.4
1,180.8
0
0
1
0
0
1
18
0.055556
9929_9036732
2
11
266
0
0
387
0
0
1,500
bus_only
796
266
143
1
142
170
1,660.1
1,490.1
0
0
1
0
0
0
18
0
9929_9036732
3
11
198
0
0
352
0
0
1,500
bus_only
729
198
179
1
178
213.8
1,428.1
1,214.4
0
0
1
0
0
0
18
0
9929_9036732
4
11
85
0
0
242
0
0
1,500
bus_only
630
85
303
1
302
362.9
1,118.3
755.4
0
0
1
0
0
0
18
0
9929_9036732
5
11
177
0
0
297
0
1
1,500
bus_only
755
177
281
1
280
336
1,605.4
1,269.3
0
0
1
0
0
0
18
0
9929_9036732
6
11
231
0
0
297
0
1
1,500
bus_only
819
231
291
1
290
348.1
1,760.2
1,412
0
0
1
0
0
0
18
0
9929_9036732
7
11
204
0
0
302
0
0
1,500
bus_only
935
204
429
1
428
512
1,938.4
1,426.4
0
0
1
0
0
0
18
0
9929_9036732
8
11
259
0
0
297
0
1
1,500
bus_only
918
259
362
1
361
432.7
1,930.6
1,497.9
0
0
1
0
0
0
18
0
9929_9036732
9
11
188
0
0
372
0
1
1,500
bus_only
1,030
188
470
1
469
563.3
2,300.3
1,737
0
0
1
0
0
0
18
0
9929_9036732
10
11
320
0
0
297
0
1
1,500
bus_only
1,168
320
551
1
550
659.8
2,337.1
1,677.3
0
0
1
0
0
0
18
0
9929_9036837
0
5
859
0
0
196
0
0
1,500
bus_only
1,057
859
2
1
1
1.1
6,661.9
6,660.8
0
0
1
0
0
13
13
1
9929_9036837
1
5
0
510
0
112
0
0
1,550
train_only
1,217
510
595
494
101
712.3
6,385.7
0
5,673.4
0
0
1
0
0
13
0
9929_9036837
2
5
1,285
0
0
256
0
0
1,500
bus_only
1,935
1,285
394
1
393
471
9,739.7
9,268.7
0
0
1
0
0
0
13
0
9929_9036837
3
5
850
0
0
450
0
1
1,500
bus_only
1,534
850
234
1
233
278.1
6,741.9
6,463.8
0
0
1
0
0
0
13
0
9929_9036837
4
5
804
0
0
256
0
0
1,500
bus_only
1,552
804
492
1
491
588.2
6,751.6
6,163.4
0
0
1
0
0
0
13
0
9929_9312
0
5
375
0
0
278
0
0
1,500
bus_only
665
375
12
1
11
13.7
3,164.7
3,151.1
0
0
1
0
0
63
92
0.684783
9929_9312
1
5
421
0
0
278
0
0
1,500
bus_only
1,029
421
330
1
329
394.9
3,829.8
3,434.9
0
0
1
0
0
0
92
0
9929_9312
2
5
598
0
0
222
0
0
1,500
bus_only
1,224
598
404
1
403
483
3,826.4
3,343.4
0
0
1
0
0
29
92
0.315217
9929_9312
3
5
450
0
0
321
0
1
1,500
bus_only
1,180
450
409
1
408
490
3,906.2
3,416.2
0
0
1
0
0
0
92
0
9929_9312
4
5
1,090
0
0
523
0
1
1,500
bus_only
2,114
1,090
501
1
500
599.7
6,919
6,319.3
0
0
1
0
0
0
92
0
9931_109673
0
7
488
0
0
643
0
0
1,500
bus_only
1,140
488
9
8
1
10.3
2,752.6
2,742.3
0
0
1
0
0
13
13
1
9931_109673
1
7
437
0
0
643
0
0
1,500
bus_only
1,344
437
264
8
256
315.9
2,831.1
2,515.2
0
0
1
0
0
0
13
0
9931_109673
2
7
582
0
0
703
0
0
1,500
bus_only
1,584
582
299
8
291
357
3,377.5
3,020.5
0
0
1
0
0
0
13
0
9931_109673
3
7
717
0
0
1,078
0
1
1,500
bus_only
2,038
717
243
8
235
289.8
2,681.7
2,391.9
0
0
1
0
0
0
13
0
9931_109673
4
7
386
0
0
643
0
0
1,500
bus_only
1,562
386
533
8
525
638.3
2,690.7
2,052.4
0
0
1
0
0
0
13
0
9931_109673
5
7
633
0
0
1,018
0
1
1,500
bus_only
2,085
633
434
8
426
519.5
2,743.1
2,223.6
0
0
1
0
0
0
13
0
9931_109673
6
7
965
0
0
643
0
0
1,500
bus_only
2,141
965
533
8
525
638.6
5,463.1
4,824.5
0
0
1
0
0
0
13
0
9931_116343
0
8
138
0
0
270
0
0
1,500
bus_only
417
138
9
8
1
10.3
1,225.1
1,214.8
0
0
1
0
0
63
63
1
9931_116343
1
8
74
0
0
270
0
0
1,500
bus_only
691
74
347
8
339
415.6
1,328.9
913.3
0
0
1
0
0
0
63
0
9931_116343
2
8
211
0
0
270
0
0
1,500
bus_only
749
211
268
8
260
320.4
1,765
1,444.6
0
0
1
0
0
0
63
0
9931_116343
3
8
261
0
0
433
0
1
1,500
bus_only
887
261
193
8
185
230.7
1,544.3
1,313.7
0
0
1
0
0
0
63
0
9931_116343
4
8
148
0
0
373
0
1
1,500
bus_only
740
148
219
8
211
261.6
1,263.1
1,001.5
0
0
1
0
0
0
63
0
9931_116343
5
8
110
0
0
677
0
1
1,500
bus_only
1,149
110
362
8
354
433.7
1,724
1,290.2
0
0
1
0
0
0
63
0
9931_116343
6
8
357
0
0
373
0
1
1,500
bus_only
1,228
357
498
8
490
597.2
2,199.4
1,602.2
0
0
1
0
0
0
63
0
9931_116343
7
8
88
0
0
284
0
0
1,500
bus_only
1,608
88
1,236
483
753
1,482.5
2,337.2
854.7
0
0
1
0
0
0
63
0
9931_171275
0
6
209
0
0
138
0
0
1,500
bus_only
356
209
9
8
1
10
1,454.6
1,444.6
0
0
1
0
0
19
19
1
9931_171275
1
6
136
0
0
138
0
0
1,500
bus_only
542
136
268
8
260
320.2
1,535
1,214.8
0
0
1
0
0
0
19
0
9931_171275
2
6
253
0
0
138
0
0
1,500
bus_only
715
253
324
8
316
388.3
2,114.1
1,725.8
0
0
1
0
0
0
19
0
9931_171275
3
6
339
0
0
680
0
1
1,500
bus_only
1,273
339
254
8
246
304
1,906.2
1,602.2
0
0
1
0
0
0
19
0
9931_171275
4
6
105
0
0
517
0
1
1,500
bus_only
1,187
105
565
8
557
676.5
1,966.8
1,290.2
0
0
1
0
0
0
19
0
9931_171275
5
6
84
0
0
123
0
0
1,500
bus_only
1,618
84
1,411
483
928
1,691.6
2,546.3
854.7
0
0
1
0
0
0
19
0
9931_171276
0
6
271
0
0
347
0
0
1,500
bus_only
627
271
9
8
1
9.7
1,735.5
1,725.8
0
0
1
0
0
22
22
1
9931_171276
1
6
228
0
0
347
0
0
1,500
bus_only
900
228
325
8
317
389.2
1,833.8
1,444.6
0
0
1
0
0
0
22
0
9931_171276
2
6
379
0
0
347
0
0
1,500
bus_only
1,102
379
376
8
368
450.1
2,502.5
2,052.4
0
0
1
0
0
0
22
0
9931_171276
3
6
352
0
0
749
0
1
1,500
bus_only
1,315
352
214
8
206
254.9
1,857.1
1,602.2
0
0
1
0
0
0
22
0
9931_171276
4
6
458
0
0
689
0
1
1,500
bus_only
1,605
458
458
8
450
549.2
2,474.1
1,924.9
0
0
1
0
0
0
22
0
9931_171276
5
6
604
0
0
689
0
1
1,500
bus_only
1,855
604
562
8
554
673.6
2,897.1
2,223.6
0
0
1
0
0
0
22
0
9931_4401
0
9
641
0
0
1,052
0
3
1,500
bus_only
1,833
641
140
8
132
166.9
6,016.4
5,849.5
0
0
1
0
0
0
36
0
9931_4401
1
9
195
540
0
364
18
1
1,550
bus+train
1,526
735
427
394
15
511.8
6,068.4
1,915.9
3,640.7
0
1
1
0
36
36
1
9931_4401
2
9
645
0
0
978
0
2
1,500
bus_only
1,865
645
242
8
234
289.2
6,111.9
5,822.8
0
0
1
0
0
0
36
0
9931_4401
3
9
673
0
0
574
0
2
1,500
bus_only
1,792
673
545
394
151
653.1
6,312.5
5,659.5
0
0
1
0
0
0
36
0
9931_4401
4
9
711
0
0
472
37
2
1,500
bus_only
1,765
711
582
394
151
697.3
6,650.4
5,953.1
0
0
1
0
0
0
36
0
9931_4401
5
9
677
0
0
371
0
1
1,500
bus_only
1,714
677
666
394
272
798.9
6,431.6
5,632.7
0
0
1
0
0
0
36
0
9931_4401
6
9
750
0
0
532
37
2
1,500
bus_only
2,103
750
821
394
390
984.1
7,155.3
6,171.3
0
0
1
0
0
0
36
0
9931_4401
7
9
842
0
0
498
0
2
1,500
bus_only
2,252
842
912
394
518
1,093.6
7,088.9
5,995.3
0
0
1
0
0
0
36
0
9931_4401
8
9
860
0
0
374
0
2
1,500
bus_only
2,182
860
948
394
554
1,136.8
8,420.2
7,283.4
0
0
1
0
0
0
36
0
9931_4406
0
9
314
0
0
494
0
1
1,500
bus_only
902
314
94
8
86
110.9
2,586.2
2,475.3
0
0
1
0
0
13
21
1
9931_4406
1
9
303
0
0
59
0
0
1,500
bus_only
858
303
496
394
102
594.4
2,870.1
2,275.7
0
0
1
0
0
0
21
0
9931_4406
2
9
217
0
0
119
0
0
1,500
bus_only
1,107
217
771
394
377
923.6
2,887.7
1,964.1
0
0
1
0
0
0
21
0
9931_4406
3
9
247
0
0
426
0
1
1,500
bus_only
1,058
247
385
8
377
460.1
2,633.4
2,173.3
0
0
1
0
0
0
21
0
9931_4406
4
9
317
0
0
450
0
1
1,500
bus_only
1,209
317
442
8
434
529.8
3,099.2
2,569.5
0
0
1
0
0
0
21
0
9931_4406
5
9
237
0
0
510
0
1
1,500
bus_only
1,253
237
506
8
498
606.8
2,722.3
2,115.5
0
0
1
0
0
0
21
0
9931_4406
6
9
1,507
0
0
388
0
1
1,500
bus_only
2,340
1,507
445
8
437
533.2
7,926.2
7,393
0
0
1
0
0
0
21
0
9931_4406
7
9
306
0
0
75
0
0
1,500
bus_only
1,209
306
828
394
434
993.2
3,363.1
2,369.9
0
0
1
0
0
0
21
0
9931_4406
8
9
226
0
0
135
0
0
1,500
bus_only
1,253
226
892
394
498
1,070.2
2,986.1
1,915.9
0
0
1
0
0
0
21
0
9931_60031
0
7
58
0
0
430
0
0
1,500
bus_only
504
58
16
8
8
18.9
746.3
727.5
0
0
1
0
0
72
72
1
9931_60031
1
7
17
0
0
490
0
0
1,500
bus_only
927
17
420
8
412
502.7
822.3
319.6
0
0
1
0
0
0
72
0
9931_60031
2
7
240
0
0
777
0
1
1,500
bus_only
1,473
240
456
8
448
546.8
1,387.1
840.3
0
0
1
0
0
0
72
0
9931_60031
3
7
167
0
0
430
0
0
1,500
bus_only
1,070
167
473
8
465
566.7
1,712.2
1,145.5
0
0
1
0
0
0
72
0
9931_60031
4
7
26
0
0
563
0
0
1,500
bus_only
1,151
26
562
8
554
673.1
1,108.6
435.5
0
0
1
0
0
0
72
0
9931_60031
5
7
185
0
0
777
0
1
1,500
bus_only
1,456
185
494
8
486
592.5
1,359.4
766.9
0
0
1
0
0
0
72
0
9931_60031
6
7
101
0
0
777
0
1
1,500
bus_only
1,433
101
555
8
547
665.3
1,285
619.7
0
0
1
0
0
0
72
0
9931_60060
0
8
72
0
0
284
0
0
1,500
bus_only
372
72
16
8
8
17.8
931.1
913.3
0
0
1
0
0
87
87
1
9931_60060
1
8
132
0
0
284
0
0
1,500
bus_only
765
132
349
8
341
417.3
1,632.2
1,214.8
0
0
1
0
0
0
87
0
9931_60060
2
8
22
0
0
344
0
0
1,500
bus_only
858
22
492
8
484
589.4
1,024.9
435.5
0
0
1
0
0
0
87
0
9931_60060
3
8
191
0
0
444
0
1
1,500
bus_only
914
191
279
8
271
334.5
1,101.4
766.9
0
0
1
0
0
0
87
0
9931_60060
4
8
246
0
0
444
0
1
1,500
bus_only
1,000
246
310
8
302
371.6
1,211.9
840.3
0
0
1
0
0
0
87
0
9931_60060
5
8
82
0
0
444
0
1
1,500
bus_only
864
82
338
8
330
405.3
1,024.9
619.7
0
0
1
0
0
0
87
0