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
9904_8001757
2
9
1,454
0
0
180
0
0
1,500
bus_only
1,921
1,454
287
12
275
342.7
5,591.8
5,249.1
0
0
1
0
0
1
34
0.029412
9904_8001757
3
9
1,009
0
0
377
35
1
1,500
bus_only
1,669
1,009
283
12
236
337.9
4,583.3
4,245.5
0
0
1
0
0
0
34
0
9904_8001757
4
9
886
0
0
534
0
0
1,500
bus_only
1,727
886
307
12
295
366.1
3,895.1
3,528.9
0
0
1
0
0
0
34
0
9904_8001757
5
9
1,052
0
0
534
0
0
1,500
bus_only
1,888
1,052
302
12
290
361
4,421
4,059.9
0
0
1
0
0
0
34
0
9904_8001757
6
9
753
0
0
640
0
0
1,500
bus_only
1,705
753
312
12
300
372.6
3,892.9
3,520.2
0
0
1
0
0
0
34
0
9904_8001757
7
9
242
300
0
650
161
1
1,550
bus+train
1,549
542
357
12
184
426
4,552.5
970.1
3,156.3
0
1
1
0
0
34
0
9904_8001757
8
9
1,022
0
0
821
0
0
1,500
bus_only
2,338
1,022
495
12
483
591.5
5,414
4,822.5
0
0
1
0
0
0
34
0
9904_8001761
0
6
1,311
0
0
561
0
0
1,500
bus_only
1,908
1,311
36
12
24
41.1
5,239.6
5,198.4
0
0
1
0
0
33
33
1
9904_8001761
1
6
1,301
0
0
138
0
1
1,500
bus_only
1,475
1,301
36
12
24
42.1
5,240.5
5,198.4
0
0
1
0
0
0
33
0
9904_8001761
2
6
1,222
0
0
156
0
0
1,500
bus_only
1,666
1,222
288
12
276
343.2
5,237.9
4,894.7
0
0
1
0
0
0
33
0
9904_8001761
3
6
1,415
0
0
561
0
0
1,500
bus_only
2,364
1,415
388
12
376
463.1
6,048.6
5,585.5
0
0
1
0
0
0
33
0
9904_8001761
4
6
1,405
0
0
198
0
1
1,500
bus_only
1,991
1,405
388
12
376
463.1
6,048.6
5,585.5
0
0
1
0
0
0
33
0
9904_8001761
5
6
1,323
0
0
156
0
0
1,500
bus_only
2,113
1,323
634
12
622
758.3
5,989.5
5,231.2
0
0
1
0
0
0
33
0
9904_8002268
0
17
241
0
0
153
0
0
1,500
bus_only
413
241
19
12
7
21.1
715.3
694.1
0
0
1
0
0
0
13
0
9904_8002268
1
17
206
0
0
151
0
0
1,500
bus_only
381
206
24
12
12
27.6
722.6
695
0
0
1
0
0
13
13
1
9904_8002268
2
17
178
0
0
125
0
0
1,500
bus_only
483
178
180
12
168
212.9
758.5
545.6
0
0
1
0
0
0
13
0
9904_8002268
3
17
135
0
0
151
0
0
1,500
bus_only
475
135
189
12
177
226.1
773
547
0
0
1
0
0
0
13
0
9904_8002268
4
17
165
0
0
331
0
0
1,500
bus_only
723
165
227
12
215
271.4
864.2
592.9
0
0
1
0
0
0
13
0
9904_8002268
5
17
264
0
0
125
0
0
1,500
bus_only
647
264
258
12
246
307.6
1,102.9
795.4
0
0
1
0
0
0
13
0
9904_8002268
6
17
370
0
0
237
0
0
1,500
bus_only
843
370
236
12
224
282
1,023.8
741.8
0
0
1
0
0
0
13
0
9904_8002268
7
17
180
0
0
119
0
0
1,500
bus_only
652
180
353
173
180
422.9
826.3
403.4
0
0
1
0
0
0
13
0
9904_8002268
8
17
347
0
0
151
0
0
1,500
bus_only
862
347
364
12
352
435.3
1,452.5
1,017.2
0
0
1
0
0
0
13
0
9904_8002268
9
17
389
0
0
153
0
0
1,500
bus_only
911
389
369
12
357
440.7
1,456.9
1,016.2
0
0
1
0
0
0
13
0
9904_8002268
10
17
85
0
0
65
0
0
1,500
bus_only
608
85
458
12
446
547.9
777.2
229.3
0
0
1
0
0
0
13
0
9904_8002268
11
17
140
0
0
262
0
0
1,500
bus_only
869
140
467
173
294
559.3
1,301.5
742.2
0
0
1
0
0
0
13
0
9904_8002268
12
17
409
0
0
65
0
0
1,500
bus_only
950
409
476
12
464
569.6
1,597.5
1,027.9
0
0
1
0
0
0
13
0
9904_8002268
13
17
324
0
0
202
0
0
1,500
bus_only
1,001
324
475
12
463
569.2
1,598.5
1,029.3
0
0
1
0
0
0
13
0
9904_8002268
14
17
131
0
0
988
0
0
1,500
bus_only
1,540
131
421
12
409
503.6
1,074.8
571.2
0
0
1
0
0
0
13
0
9904_8002268
15
17
164
0
0
569
0
1
1,500
bus_only
1,154
164
421
12
409
503.6
1,074.8
571.2
0
0
1
0
0
0
13
0
9904_8002268
16
17
127
0
0
297
0
0
1,500
bus_only
982
127
558
12
546
667.8
1,074.8
406.9
0
0
1
0
0
0
13
0
9904_8002270
0
10
495
0
0
190
0
0
1,500
bus_only
701
495
16
12
4
17.6
1,974.8
1,957.2
0
0
1
0
0
16
16
1
9904_8002270
1
10
484
0
0
157
30
1
1,500
bus_only
874
484
233
12
191
277.4
2,159.9
1,882.5
0
0
1
0
0
0
16
0
9904_8002270
2
10
380
0
0
279
0
0
1,500
bus_only
1,014
380
355
173
182
424.1
1,839.4
1,415.4
0
0
1
0
0
0
16
0
9904_8002270
3
10
1,023
0
0
562
0
1
1,500
bus_only
1,963
1,023
378
12
366
452.2
4,455.4
4,003.3
0
0
1
0
0
0
16
0
9904_8002270
4
10
601
0
0
190
0
0
1,500
bus_only
1,213
601
422
12
410
504.9
2,828.7
2,323.8
0
0
1
0
0
0
16
0
9904_8002270
5
10
895
0
0
562
0
1
1,500
bus_only
1,918
895
461
12
449
551.7
4,109.6
3,557.9
0
0
1
0
0
0
16
0
9904_8002270
6
10
584
0
0
774
0
1
1,500
bus_only
1,822
584
464
12
452
555
2,607.9
2,053
0
0
1
0
0
0
16
0
9904_8002270
7
10
464
0
0
219
0
0
1,500
bus_only
1,308
464
625
173
452
748.5
2,426.6
1,678.1
0
0
1
0
0
0
16
0
9904_8002270
8
10
1,016
0
0
394
0
0
1,500
bus_only
1,963
1,016
553
187
366
662.8
4,614.7
3,951.9
0
0
1
0
0
0
16
0
9904_8002270
9
10
705
0
0
638
0
1
1,500
bus_only
1,859
705
516
51
465
616.6
4,153
3,536.4
0
0
1
0
0
0
16
0
9904_8002271
0
15
698
0
0
328
0
0
1,500
bus_only
1,054
698
28
12
16
32.1
2,882
2,849.9
0
0
1
0
0
26
26
1
9904_8002271
1
15
841
0
0
143
0
1
1,500
bus_only
1,046
841
62
51
11
73.2
4,498.3
4,425.1
0
0
1
0
0
0
26
0
9904_8002271
2
15
749
0
0
268
0
0
1,500
bus_only
1,300
749
283
12
271
337.8
3,440.3
3,102.4
0
0
1
0
0
0
26
0
9904_8002271
3
15
894
0
0
143
0
1
1,500
bus_only
1,361
894
324
51
273
387.6
5,061.9
4,674.3
0
0
1
0
0
0
26
0
9904_8002271
4
15
757
0
0
1,002
0
1
1,500
bus_only
2,101
757
342
12
330
408.3
3,776
3,367.7
0
0
1
0
0
0
26
0
9904_8002271
5
15
918
0
0
1,002
0
1
1,500
bus_only
2,361
918
441
12
429
527.4
4,492.5
3,965
0
0
1
0
0
0
26
0
9904_8002271
6
15
1,183
0
0
1,002
0
1
1,500
bus_only
2,673
1,183
488
12
476
584.4
5,570.9
4,986.5
0
0
1
0
0
0
26
0
9904_8002271
7
15
918
0
0
841
0
0
1,500
bus_only
2,361
918
602
173
429
720.9
4,324.2
3,603.3
0
0
1
0
0
0
26
0
9904_8002271
8
15
1,511
0
0
617
0
1
1,500
bus_only
2,650
1,511
522
12
510
624.5
6,531.8
5,907.3
0
0
1
0
0
0
26
0
9904_8002271
9
15
1,219
0
0
1,002
0
1
1,500
bus_only
2,756
1,219
535
12
523
640.8
5,749
5,108.2
0
0
1
0
0
0
26
0
9904_8002271
10
15
1,815
0
0
617
0
1
1,500
bus_only
2,961
1,815
529
12
517
633.5
7,600
6,966.5
0
0
1
0
0
0
26
0
9904_8002271
11
15
1,183
0
0
841
0
0
1,500
bus_only
2,673
1,183
649
173
476
777.9
5,402.7
4,624.8
0
0
1
0
0
0
26
0
9904_8002271
12
15
1,790
0
0
177
0
0
1,500
bus_only
2,650
1,790
683
173
510
818
6,321.2
5,503.2
0
0
1
0
0
0
26
0
9904_8002271
13
15
1,335
0
0
947
0
1
1,500
bus_only
2,852
1,335
570
12
558
682.8
5,943.1
5,260.4
0
0
1
0
0
0
26
0
9904_8002271
14
15
2,094
0
0
177
0
0
1,500
bus_only
2,961
2,094
690
173
517
827
7,389.3
6,562.3
0
0
1
0
0
0
26
0
9904_8002272
0
15
788
0
0
466
0
0
1,500
bus_only
1,281
788
27
12
15
31.6
3,134
3,102.4
0
0
1
0
0
34
34
1
9904_8002272
1
15
755
0
0
296
176
1
1,500
bus_only
1,254
755
203
12
15
242
3,380.3
3,138.3
0
0
1
0
0
0
34
0
9904_8002272
2
15
737
0
0
526
0
0
1,500
bus_only
1,573
737
310
12
298
370.4
3,220.4
2,849.9
0
0
1
0
0
0
34
0
9904_8002272
3
15
1,273
0
0
1,179
0
1
1,500
bus_only
2,833
1,273
381
12
369
456.1
5,768
5,312
0
0
1
0
0
0
34
0
9904_8002272
4
15
704
0
0
356
176
1
1,500
bus_only
1,546
704
486
12
298
580.9
3,466.6
2,885.8
0
0
1
0
0
0
34
0
9904_8002272
5
15
757
0
0
1,179
0
1
1,500
bus_only
2,371
757
435
12
423
520.8
3,888.5
3,367.7
0
0
1
0
0
0
34
0
9904_8002272
6
15
1,219
0
0
1,179
0
1
1,500
bus_only
2,785
1,219
387
12
375
463.4
5,571.6
5,108.2
0
0
1
0
0
0
34
0
9904_8002272
7
15
1,992
0
0
479
0
1
1,500
bus_only
2,878
1,992
407
12
395
486.9
6,364.9
5,878
0
0
1
0
0
0
34
0
9904_8002272
8
15
1,183
0
0
1,179
0
1
1,500
bus_only
2,784
1,183
422
12
410
504.6
5,491.1
4,986.5
0
0
1
0
0
0
34
0
9904_8002272
9
15
1,900
0
0
539
0
1
1,500
bus_only
2,909
1,900
470
12
458
562.1
6,095
5,532.9
0
0
1
0
0
0
34
0
9904_8002272
10
15
1,414
0
0
1,140
0
1
1,500
bus_only
2,988
1,414
434
12
422
518.5
5,893.9
5,375.3
0
0
1
0
0
0
34
0
9904_8002272
11
15
1,912
0
0
398
0
0
1,500
bus_only
2,878
1,912
568
173
395
680.4
6,183.5
5,503.2
0
0
1
0
0
0
34
0
9904_8002272
12
15
1,183
0
0
1,018
0
0
1,500
bus_only
2,784
1,183
583
173
410
698.1
5,322.9
4,624.8
0
0
1
0
0
0
34
0
9904_8002272
13
15
1,379
0
0
1,080
0
1
1,500
bus_only
2,955
1,379
496
12
484
593.8
5,854.2
5,260.4
0
0
1
0
0
0
34
0
9904_8002272
14
15
1,820
0
0
458
0
0
1,500
bus_only
2,909
1,820
631
173
458
755.6
5,913.7
5,158
0
0
1
0
0
0
34
0
9904_8002273
0
10
936
0
0
365
0
0
1,500
bus_only
1,331
936
30
12
18
34.9
3,667.1
3,632.3
0
0
1
0
0
49
49
1
9904_8002273
1
10
635
0
0
334
222
1
1,500
bus_only
1,571
635
602
51
329
720.9
5,684.5
4,963.6
0
0
1
0
0
0
49
0
9904_8002273
2
10
1,235
0
0
173
0
0
1,500
bus_only
1,749
1,235
341
12
329
407.7
3,591.4
3,183.7
0
0
1
0
0
0
49
0
9904_8002273
3
10
1,424
0
0
173
0
0
1,500
bus_only
1,925
1,424
328
12
316
392.5
3,994.9
3,602.4
0
0
1
0
0
0
49
0
9904_8002273
4
10
1,000
0
0
365
0
0
1,500
bus_only
1,722
1,000
357
12
345
427.7
4,351.1
3,923.4
0
0
1
0
0
0
49
0
9904_8002273
5
10
1,797
0
0
241
0
1
1,500
bus_only
2,403
1,797
365
12
353
436.6
5,197.2
4,760.6
0
0
1
0
0
0
49
0
9904_8002273
6
10
1,853
0
0
241
0
1
1,500
bus_only
2,564
1,853
470
12
458
562.8
5,500.6
4,937.8
0
0
1
0
0
0
49
0
9904_8002273
7
10
1,679
0
0
241
0
1
1,500
bus_only
2,433
1,679
513
12
501
613.5
5,146.4
4,532.9
0
0
1
0
0
0
49
0
9904_8002273
8
10
1,696
0
0
237
0
0
1,500
bus_only
2,564
1,696
631
173
458
756.3
5,503
4,746.7
0
0
1
0
0
0
49
0
9904_8002273
9
10
1,379
0
0
1,519
0
1
1,500
bus_only
3,328
1,379
430
12
418
514.2
5,774.6
5,260.4
0
0
1
0
0
0
49
0
9904_8503016
0
13
2,048
0
0
336
0
0
1,500
bus_only
2,403
2,048
19
12
7
20.6
7,169.9
7,149.3
0
0
1
0
0
54
54
1
9904_8503016
1
13
977
300
0
374
51
2
1,550
bus+train
1,979
1,277
328
12
265
390.4
7,662.2
3,529.1
3,742.8
0
1
1
0
0
54
0
9904_8503016
2
13
1,835
0
0
336
0
0
1,500
bus_only
2,560
1,835
389
12
377
464.8
7,222.6
6,757.8
0
0
1
0
0
0
54
0
9904_8503016
3
13
2,225
0
0
98
0
1
1,500
bus_only
2,338
2,225
15
12
3
16.5
7,165.5
7,149.1
0
0
1
0
0
0
54
0
9904_8503016
4
13
2,081
0
0
234
5
2
1,500
bus_only
2,339
2,081
24
12
7
26.6
7,166.2
7,139.6
0
0
1
0
0
0
54
0
9904_8503016
5
13
2,178
0
0
276
0
0
1,500
bus_only
2,817
2,178
363
12
351
434.5
7,901
7,466.4
0
0
1
0
0
0
54
0
9904_8503016
6
13
2,366
0
0
98
0
1
1,500
bus_only
2,831
2,366
367
12
355
439.4
7,905.7
7,466.3
0
0
1
0
0
0
54
0
9904_8503016
7
13
959
300
0
872
51
1
1,550
bus+train
2,538
1,259
407
12
344
484.6
7,747.5
3,520.2
3,742.8
0
1
1
0
0
54
0
9904_8503016
8
13
438
510
0
547
207
1
1,550
bus+train
1,979
948
484
12
265
578.8
7,775.8
1,329.9
5,867.1
0
1
1
0
0
54
0
9904_8503016
9
13
1,966
0
0
237
111
2
1,500
bus_only
2,574
1,966
371
12
248
443.4
7,539.5
7,096.1
0
0
1
0
0
0
54
0
9904_8503016
10
13
1,868
0
0
294
5
2
1,500
bus_only
2,556
1,868
394
12
377
470
7,218.1
6,748.1
0
0
1
0
0
0
54
0
9904_8503016
11
13
1,134
300
0
477
100
3
1,550
bus+train
2,409
1,434
498
12
386
594.1
8,429.8
4,092.9
3,742.8
0
1
1
0
0
54
0
9904_8503016
12
13
595
510
0
650
256
2
1,550
bus+train
2,409
1,105
654
12
386
782.5
8,543.3
1,893.7
5,867.1
0
1
1
0
0
54
0
9904_9590
0
16
1,820
0
0
220
0
0
1,500
bus_only
2,059
1,820
19
12
7
21.6
6,780.3
6,758.7
0
0
1
0
0
3
77
0.038961
9904_9590
1
16
656
330
0
507
365
2
1,550
bus+train
1,873
986
380
12
3
452.6
6,994.9
2,863.8
3,678.5
0
1
1
0
0
77
0
9904_9590
2
16
1,578
0
0
506
0
0
1,500
bus_only
2,099
1,578
15
12
3
16.5
6,774.3
6,757.8
0
0
1
0
0
74
77
0.961039
9904_9590
3
16
1,717
0
0
340
0
1
1,500
bus_only
2,077
1,717
20
12
8
21.1
6,779.8
6,758.7
0
0
1
0
0
0
77
0
9904_9590
4
16
1,721
0
0
220
0
0
1,500
bus_only
2,314
1,721
373
12
361
445.9
6,878.7
6,432.8
0
0
1
0
0
0
77
0
9904_9590
5
16
1,484
0
0
506
0
0
1,500
bus_only
2,367
1,484
377
12
365
451.4
6,884.4
6,432.9
0
0
1
0
0
0
77
0
9904_9590
6
16
1,629
0
0
280
0
1
1,500
bus_only
2,282
1,629
373
12
361
445.9
6,878.7
6,432.8
0
0
1
0
0
0
77
0