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
9947_8501165
8
13
481
0
0
285
0
1
1,500
bus_only
1,266
481
500
1
499
599.1
4,208.4
3,609.3
0
0
1
0
0
0
19
0
9947_8501165
9
13
275
0
0
53
0
0
1,500
bus_only
1,075
275
747
291
456
894.8
3,328.3
2,433.4
0
0
1
0
0
0
19
0
9947_8501165
10
13
272
0
0
165
0
0
1,500
bus_only
1,226
272
789
291
498
946
2,518.2
1,572.2
0
0
1
0
0
0
19
0
9947_8501165
11
13
243
0
0
165
0
0
1,500
bus_only
1,203
243
795
291
504
952.9
2,491.5
1,538.6
0
0
1
0
0
0
19
0
9947_8501165
12
13
423
0
0
53
0
0
1,500
bus_only
1,266
423
790
291
499
947.2
4,298
3,350.8
0
0
1
0
0
0
19
0
9947_9001343
0
11
1,020
0
0
219
0
1
1,500
bus_only
1,241
1,020
2
1
1
1
8,094.9
8,093.9
0
0
1
0
0
12
13
0.923077
9947_9001343
1
11
1,013
0
0
199
0
1
1,500
bus_only
1,478
1,013
266
1
265
318.1
8,387.6
8,069.5
0
0
1
0
0
1
13
0.076923
9947_9001343
2
11
1,315
0
0
577
0
0
1,500
bus_only
2,205
1,315
313
270
43
373.5
9,906.3
9,532.8
0
0
1
0
0
0
13
0
9947_9001343
3
11
1,240
0
0
245
0
1
1,500
bus_only
1,543
1,240
58
1
57
67.7
9,528.9
9,461.2
0
0
1
0
0
0
13
0
9947_9001343
4
11
1,022
0
0
334
0
1
1,500
bus_only
1,721
1,022
365
1
364
435.5
8,612.8
8,177.4
0
0
1
0
0
0
13
0
9947_9001343
5
11
978
0
0
429
0
0
1,500
bus_only
1,895
978
488
291
197
584.1
8,395
7,811
0
0
1
0
0
0
13
0
9947_9001343
6
11
966
0
0
100
0
0
1,500
bus_only
1,640
966
574
291
283
687.4
8,606.3
7,918.8
0
0
1
0
0
0
13
0
9947_9001343
7
11
191
660
0
389
61
1
1,550
bus+train
1,743
851
503
1
441
601.8
8,438.1
981.3
6,854.9
0
1
1
0
0
13
0
9947_9001343
8
11
999
0
0
388
26
2
1,500
bus_only
1,871
999
484
1
457
579.8
8,352.5
7,772.7
0
0
1
0
0
0
13
0
9947_9001343
9
11
1,308
0
0
305
0
1
1,500
bus_only
2,198
1,308
585
1
584
701
10,586
9,885.1
0
0
1
0
0
0
13
0
9947_9001343
10
11
1,383
0
0
577
0
0
1,500
bus_only
2,814
1,383
854
270
584
1,023.4
10,980.1
9,956.7
0
0
1
0
0
0
13
0
9947_9001526
0
12
333
0
0
396
0
1
1,500
bus_only
731
333
2
1
1
1.3
2,693.2
2,691.9
0
0
1
0
0
0
29
0
9947_9001526
1
12
321
0
0
218
0
2
1,500
bus_only
541
321
2
1
1
1.3
2,693.2
2,691.9
0
0
1
0
0
1
29
0.034483
9947_9001526
2
12
275
0
0
164
0
0
1,500
bus_only
731
275
292
291
1
349.5
2,782.9
2,433.4
0
0
1
0
0
0
29
0
9947_9001526
3
12
377
0
0
277
31
1
1,500
bus_only
687
377
33
1
1
38
3,035.8
2,997.8
0
0
1
0
0
1
29
0.034483
9947_9001526
4
12
481
0
0
396
0
1
1,500
bus_only
927
481
50
1
49
58.7
3,668
3,609.3
0
0
1
0
0
0
29
0
9947_9001526
5
12
423
0
0
164
0
0
1,500
bus_only
927
423
340
291
49
406.8
3,757.6
3,350.8
0
0
1
0
0
0
29
0
9947_9001526
6
12
277
0
0
335
0
0
1,500
bus_only
1,069
277
457
1
456
547.4
2,834.8
2,287.4
0
0
1
0
0
27
29
0.931034
9947_9001526
7
12
426
0
0
396
0
1
1,500
bus_only
1,212
426
390
1
389
466.2
3,733.7
3,267.4
0
0
1
0
0
0
29
0
9947_9001526
8
12
384
0
0
456
0
1
1,500
bus_only
1,282
384
442
1
441
527.8
3,642.8
3,115
0
0
1
0
0
0
29
0
9947_9001526
9
12
263
0
0
218
0
2
1,500
bus_only
938
263
457
1
456
547.4
2,834.8
2,287.4
0
0
1
0
0
0
29
0
9947_9001526
10
12
368
0
0
164
0
0
1,500
bus_only
1,212
368
680
291
389
814.4
3,823.3
3,008.9
0
0
1
0
0
0
29
0
9947_9001526
11
12
326
0
0
224
0
0
1,500
bus_only
1,282
326
732
291
441
876
3,732.4
2,856.5
0
0
1
0
0
0
29
0
9947_9001568
0
3
396
0
0
80
0
0
1,500
bus_only
483
396
7
1
6
7.6
2,711.9
2,704.4
0
0
1
0
0
42
76
1
9947_9001568
1
3
337
0
0
80
0
0
1,500
bus_only
906
337
489
1
488
586
2,857.5
2,271.6
0
0
1
0
0
0
76
0
9947_9001568
2
3
472
0
0
80
0
0
1,500
bus_only
975
472
423
1
422
506.6
3,589.8
3,083.2
0
0
1
0
0
0
76
0
9947_9001569
0
2
451
0
0
194
0
0
1,500
bus_only
647
451
2
1
1
1.3
3,084.5
3,083.2
0
0
1
0
0
22
40
1
9947_9001569
1
2
387
0
0
194
0
0
1,500
bus_only
1,009
387
428
1
427
512.1
3,216.5
2,704.4
0
0
1
0
0
0
40
0
9947_9003491
0
2
633
0
0
67
0
0
1,500
bus_only
707
633
7
1
6
7.1
4,403.9
4,396.8
0
0
1
0
0
45
45
1
9947_9003491
1
2
573
0
0
67
0
0
1,500
bus_only
1,031
573
391
1
390
467.8
4,519
4,051.2
0
0
1
0
0
0
45
0
9947_9003493
0
4
692
0
0
287
0
0
1,500
bus_only
985
692
6
1
5
6
4,938.4
4,932.4
0
0
1
0
0
14
15
0.933333
9947_9003493
1
4
721
0
0
247
0
0
1,500
bus_only
1,153
721
185
1
184
220.9
5,288.4
5,067.5
0
0
1
0
0
1
15
0.066667
9947_9003493
2
4
756
0
0
247
0
0
1,500
bus_only
1,381
756
378
1
377
452.6
5,706.6
5,254.1
0
0
1
0
0
0
15
0
9947_9003493
3
4
763
0
0
227
0
0
1,500
bus_only
1,508
763
518
1
517
620
6,011.2
5,391.2
0
0
1
0
0
0
15
0
9947_9003496
0
13
772
0
0
552
0
0
1,500
bus_only
1,332
772
8
1
7
8
5,399.2
5,391.2
0
0
1
0
0
18
18
1
9947_9003496
1
13
769
0
0
252
0
1
1,500
bus_only
1,029
769
8
1
7
8
5,399.2
5,391.2
0
0
1
0
0
0
18
0
9947_9003496
2
13
870
0
0
194
0
0
1,500
bus_only
1,303
870
239
1
238
284.4
5,782.2
5,497.8
0
0
1
0
0
0
18
0
9947_9003496
3
13
804
0
0
393
23
1
1,500
bus_only
1,432
804
235
1
211
281
5,574.3
5,293.3
0
0
1
0
0
0
18
0
9947_9003496
4
13
745
0
0
194
0
0
1,500
bus_only
1,235
745
296
1
295
352.7
5,420.2
5,067.5
0
0
1
0
0
0
18
0
9947_9003496
5
13
780
0
0
194
0
0
1,500
bus_only
1,358
780
384
1
383
459.7
5,713.8
5,254.1
0
0
1
0
0
0
18
0
9947_9003496
6
13
866
0
0
175
0
1
1,500
bus_only
1,368
866
327
1
326
391.3
5,885.7
5,494.4
0
0
1
0
0
0
18
0
9947_9003496
7
13
802
0
0
552
0
0
1,500
bus_only
1,720
802
366
1
365
438
6,153.5
5,715.5
0
0
1
0
0
0
18
0
9947_9003496
8
13
799
0
0
252
0
1
1,500
bus_only
1,417
799
366
1
365
438
6,153.5
5,715.5
0
0
1
0
0
0
18
0
9947_9003496
9
13
917
0
0
134
0
0
1,500
bus_only
1,517
917
466
1
465
557.4
6,385.2
5,827.8
0
0
1
0
0
0
18
0
9947_9003496
10
13
772
0
0
342
0
1
1,500
bus_only
1,553
772
439
1
438
525.9
5,661.1
5,135.1
0
0
1
0
0
0
18
0
9947_9003496
11
13
466
180
0
380
168
1
1,550
bus+train
1,606
646
580
1
411
694.1
5,714.5
3,083.2
1,937.3
0
1
1
0
0
18
0
9947_9003496
12
13
701
0
0
612
0
0
1,500
bus_only
1,932
701
619
1
618
740.8
5,673.2
4,932.4
0
0
1
0
0
0
18
0
9947_9003530
0
6
825
0
0
250
0
0
1,500
bus_only
1,083
825
8
1
7
7.8
6,022.1
6,014.2
0
0
1
0
0
18
18
1
9947_9003530
1
6
815
0
0
250
0
1
1,500
bus_only
1,073
815
8
1
7
7.8
6,022.1
6,014.2
0
0
1
0
0
0
18
0
9947_9003530
2
6
788
0
0
310
0
0
1,500
bus_only
1,431
788
333
1
332
397.4
6,112.9
5,715.5
0
0
1
0
0
0
18
0
9947_9003530
3
6
778
0
0
310
0
1
1,500
bus_only
1,421
778
333
1
332
397.4
6,112.9
5,715.5
0
0
1
0
0
0
18
0
9947_9003530
4
6
924
0
0
197
0
0
1,500
bus_only
1,554
924
433
1
432
518.6
6,625.6
6,107
0
0
1
0
0
0
18
0
9947_9003530
5
6
882
0
0
197
0
0
1,500
bus_only
1,560
882
481
1
480
575.6
6,403.4
5,827.8
0
0
1
0
0
0
18
0
9947_9004129
0
11
337
0
0
377
0
0
1,500
bus_only
722
337
8
1
7
8.5
2,051.2
2,042.7
0
0
1
0
0
16
16
1
9947_9004129
1
11
201
0
0
169
75
1
1,500
bus_only
593
201
223
106
42
265.6
2,434.5
2,168.9
0
0
1
0
0
0
16
0
9947_9004129
2
11
302
0
0
437
0
0
1,500
bus_only
984
302
245
1
244
292
2,089.1
1,797.1
0
0
1
0
0
0
16
0
9947_9004129
3
11
277
0
0
383
0
1
1,500
bus_only
921
277
261
1
260
312
2,599.4
2,287.4
0
0
1
0
0
0
16
0
9947_9004129
4
11
286
0
0
518
0
0
1,500
bus_only
1,124
286
320
1
319
382.5
2,669.9
2,287.4
0
0
1
0
0
0
16
0
9947_9004129
5
11
328
0
0
424
0
1
1,500
bus_only
1,036
328
284
1
283
338.9
2,169.6
1,830.7
0
0
1
0
0
0
16
0
9947_9004129
6
11
244
0
0
431
0
0
1,500
bus_only
1,128
244
453
1
452
542.5
2,179.6
1,637
0
0
1
0
0
0
16
0
9947_9004129
7
11
239
0
0
383
0
1
1,500
bus_only
1,034
239
412
1
411
493.2
2,130.2
1,637
0
0
1
0
0
0
16
0
9947_9004129
8
11
221
0
0
149
0
0
1,500
bus_only
921
221
551
291
260
660.2
2,689.1
2,028.9
0
0
1
0
0
0
16
0
9947_9004129
9
11
272
0
0
190
0
0
1,500
bus_only
1,036
272
574
291
283
687.1
2,259.3
1,572.2
0
0
1
0
0
0
16
0
9947_9004129
10
11
183
0
0
149
0
0
1,500
bus_only
1,034
183
702
291
411
841.3
2,219.8
1,378.5
0
0
1
0
0
0
16
0
9947_9034812
0
14
1,249
0
0
648
0
0
1,500
bus_only
1,904
1,249
7
1
6
6.6
8,158.1
8,151.5
0
0
1
0
0
40
40
1
9947_9034812
1
14
266
510
0
543
128
2
1,550
bus+train
1,636
776
317
1
188
377.5
8,103.1
2,052.2
5,673.4
0
1
1
0
0
40
0
9947_9034812
2
14
1,387
0
0
266
40
1
1,500
bus_only
1,805
1,387
152
106
6
179.9
9,983.8
9,803.9
0
0
1
0
0
0
40
0
9947_9034812
3
14
1,111
0
0
687
0
2
1,500
bus_only
1,805
1,111
7
1
6
6.6
8,158.1
8,151.5
0
0
1
0
0
0
40
0
9947_9034812
4
14
1,223
0
0
609
0
2
1,500
bus_only
1,902
1,223
70
1
69
81.9
10,846.8
10,764.8
0
0
1
0
0
0
40
0
9947_9034812
5
14
503
660
0
477
145
2
1,550
bus+train
1,855
1,163
215
1
69
254.9
11,506.4
5,018
6,233.5
0
1
1
0
0
40
0
9947_9034812
6
14
1,086
0
0
737
9
2
1,500
bus_only
2,021
1,086
198
1
188
234.8
8,582.8
8,348
0
0
1
0
0
0
40
0
9947_9034812
7
14
1,308
0
0
343
0
1
1,500
bus_only
1,978
1,308
327
1
326
390.8
11,202.8
10,812
0
0
1
0
0
0
40
0
9947_9034812
8
14
475
660
0
337
56
1
1,550
bus+train
1,887
1,135
415
1
358
495.8
11,210.9
4,481.6
6,233.5
0
1
1
0
0
40
0
9947_9034812
9
14
1,223
0
0
391
0
2
1,500
bus_only
1,978
1,223
364
1
363
434.3
10,940.3
10,505.9
0
0
1
0
0
0
40
0
9947_9034812
10
14
1,031
0
0
498
9
1
1,500
bus_only
2,154
1,031
625
291
325
748.4
8,476.3
7,727.9
0
0
1
0
0
0
40
0
9947_9034812
11
14
1,131
0
0
478
35
2
1,500
bus_only
2,176
1,131
567
1
531
677.1
9,227.2
8,550.1
0
0
1
0
0
0
40
0
9947_9034812
12
14
1,384
0
0
415
0
2
1,500
bus_only
2,345
1,384
546
1
545
653.1
11,834.3
11,181.3
0
0
1
0
0
0
40
0
9947_9034812
13
14
1,069
0
0
250
35
1
1,500
bus_only
2,176
1,069
857
291
531
1,025.3
9,316.9
8,291.6
0
0
1
0
0
0
40
0
9947_9034948
0
5
890
0
0
227
0
0
1,500
bus_only
1,124
890
7
1
6
7.1
6,786.8
6,779.7
0
0
1
0
0
31
31
1
9947_9034948
1
5
881
0
0
203
0
1
1,500
bus_only
1,091
881
7
1
6
7.1
6,786.8
6,779.7
0
0
1
0
0
0
31
0
9947_9034948
2
5
874
0
0
140
0
0
1,500
bus_only
1,854
874
840
291
549
1,005.7
8,024.4
7,018.7
0
0
1
0
0
0
31
0
9947_9034948
3
5
1,545
0
0
203
0
1
1,500
bus_only
1,943
1,545
195
1
194
232.6
11,153.6
10,921
0
0
1
0
0
0
31
0
9947_9034948
4
5
931
0
0
263
0
1
1,500
bus_only
1,742
931
548
1
547
655.3
7,932.5
7,277.2
0
0
1
0
0
0
31
0
9947_9034950
0
5
959
0
0
316
0
0
1,500
bus_only
1,282
959
7
1
6
7.1
5,931.5
5,924.4
0
0
1
0
0
36
42
0.857143
9947_9034950
1
5
960
0
0
223
0
1
1,500
bus_only
1,190
960
7
1
6
7.1
5,931.5
5,924.4
0
0
1
0
0
3
42
0.071429
9947_9034950
2
5
894
0
0
56
0
0
1,500
bus_only
1,247
894
297
291
6
355.3
6,021.1
5,665.9
0
0
1
0
0
3
42
0.071429
9947_9034950
3
5
221
330
0
505
61
2
1,550
bus+train
1,399
551
343
1
281
409.8
5,409.9
981.3
4,018.8
0
1
1
0
0
42
0
9947_9034950
4
5
153
330
0
283
61
1
1,550
bus+train
1,399
483
633
291
281
758
5,499.5
722.8
4,018.8
0
1
1
0
0
42
0
9947_9034952
0
3
735
0
0
535
0
0
1,500
bus_only
1,272
735
2
1
1
0.8
5,016.2
5,015.4
0
0
1
0
0
17
19
0.894737
9947_9034952
1
3
725
0
0
336
0
1
1,500
bus_only
1,063
725
2
1
1
0.8
5,016.2
5,015.4
0
0
1
0
0
2
19
0.105263
9947_9034952
2
3
664
0
0
107
0
0
1,500
bus_only
1,063
664
292
291
1
349
5,105.9
4,756.9
0
0
1
0
0
0
19
0
9947_9034956
0
8
484
0
0
598
0
0
1,500
bus_only
1,084
484
2
1
1
1
3,918
3,916.9
0
0
1
0
0
100
104
0.961538
9947_9034956
1
8
481
0
0
252
0
1
1,500
bus_only
735
481
2
1
1
1
3,918
3,916.9
0
0
1
0
0
4
104
0.038462
9947_9034956
2
8
422
0
0
78
0
0
1,500
bus_only
792
422
292
291
1
349.2
4,007.6
3,658.4
0
0
1
0
0
0
104
0
9947_9034956
3
8
416
0
0
658
0
0
1,500
bus_only
1,559
416
485
1
484
580
4,044.6
3,464.6
0
0
1
0
0
0
104
0