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
10034_8992
0
11
1,095
0
0
765
0
0
1,500
bus_only
1,952
1,095
92
6
86
110.3
5,945.1
5,834.8
0
0
1
0
0
20
20
1
10034_8992
1
11
289
450
0
361
233
2
1,550
bus+train
1,421
739
321
2
86
383.6
5,584.8
1,022.8
4,178.3
0
1
1
0
0
20
0
10034_8992
2
11
1,133
0
0
825
0
0
1,500
bus_only
2,247
1,133
289
6
283
345.5
6,516.4
6,170.9
0
0
1
0
0
0
20
0
10034_8992
3
11
327
450
0
421
233
2
1,550
bus+train
1,716
777
518
2
283
618.8
6,156
1,358.9
4,178.3
0
1
1
0
0
20
0
10034_8992
4
11
239
450
0
310
161
1
1,550
bus+train
1,569
689
570
2
407
682.3
5,417.7
557.2
4,178.3
0
1
1
0
0
20
0
10034_8992
5
11
50
450
0
336
72
1
1,550
bus+train
1,421
500
585
427
86
701.2
5,345.2
465.7
4,178.3
0
1
1
0
0
20
0
10034_8992
6
11
1,035
0
0
825
0
0
1,500
bus_only
2,429
1,035
569
6
563
680.4
6,049.6
5,369.2
0
0
1
0
0
0
20
0
10034_8992
7
11
0
450
0
285
0
0
1,550
train_only
1,569
450
834
427
407
999.8
5,178.1
0
4,178.3
0
0
1
0
0
20
0
10034_8992
8
11
88
450
0
396
72
1
1,550
bus+train
1,716
538
782
427
283
936.4
5,916.4
801.7
4,178.3
0
1
1
0
0
20
0
10034_8992
9
11
313
450
0
408
235
2
1,550
bus+train
1,959
763
788
2
551
943.5
5,905.5
783.8
4,178.3
0
1
1
0
0
20
0
10034_8992
10
11
74
450
0
383
74
1
1,550
bus+train
1,959
524
1,052
427
551
1,261
5,665.9
226.6
4,178.3
0
1
1
0
0
20
0
10034_9000548
0
7
1,363
0
0
821
0
0
1,500
bus_only
2,196
1,363
12
6
6
14.1
11,059.7
11,045.6
0
0
1
0
0
32
32
1
10034_9000548
1
7
1,456
0
0
258
129
1
1,500
bus_only
1,855
1,456
141
6
6
168.9
11,654.7
11,485.8
0
0
1
0
0
0
32
0
10034_9000548
2
7
1,549
0
0
318
129
1
1,500
bus_only
2,402
1,549
535
6
400
641.4
12,509.5
11,868.1
0
0
1
0
0
0
32
0
10034_9000548
3
7
1,495
0
0
448
129
2
1,500
bus_only
2,537
1,495
594
6
459
711.3
12,625.3
11,914
0
0
1
0
0
0
32
0
10034_9000548
4
7
1,484
0
0
881
0
0
1,500
bus_only
3,044
1,484
679
6
673
814.1
12,325.4
11,511.3
0
0
1
0
0
0
32
0
10034_9000548
5
7
1,422
0
0
1,044
0
1
1,500
bus_only
3,068
1,422
602
6
596
720.7
11,792.3
11,071.6
0
0
1
0
0
0
32
0
10034_9000548
6
7
1,514
0
0
356
129
2
1,500
bus_only
2,601
1,514
731
6
596
875.4
12,378.3
11,502.8
0
0
1
0
0
0
32
0
10034_9001343
0
4
1,341
0
0
565
0
0
1,500
bus_only
1,913
1,341
7
6
1
7.7
10,362
10,354.4
0
0
1
0
0
24
24
1
10034_9001343
1
4
1,422
0
0
368
66
2
1,500
bus_only
1,863
1,422
73
6
1
85.8
11,150
11,064.2
0
0
1
0
0
0
24
0
10034_9001343
2
4
1,298
0
0
322
236
1
1,500
bus_only
1,863
1,298
243
6
1
289.9
10,666.8
10,376.9
0
0
1
0
0
0
24
0
10034_9001343
3
4
1,328
0
0
1,034
0
1
1,500
bus_only
2,633
1,328
271
6
265
324.7
10,654.7
10,330
0
0
1
0
0
0
24
0
10034_9002551
0
4
1,355
0
0
269
0
0
1,500
bus_only
1,637
1,355
13
6
7
14.5
7,607.6
7,593.2
0
0
1
0
0
34
35
0.971429
10034_9002551
1
4
1,301
0
0
269
0
0
1,500
bus_only
1,934
1,301
364
6
358
436.3
7,713
7,276.7
0
0
1
0
0
0
35
0
10034_9002551
2
4
1,385
0
0
329
0
0
1,500
bus_only
2,192
1,385
478
6
472
572.6
8,634.8
8,062.2
0
0
1
0
0
0
35
0
10034_9002551
3
4
1,223
0
0
402
0
1
1,500
bus_only
2,147
1,223
522
6
516
625.6
8,360.8
7,735.2
0
0
1
0
0
1
35
0.028571
10034_9002554
0
4
1,233
0
0
154
0
0
1,500
bus_only
1,400
1,233
13
6
7
14.7
8,076.9
8,062.2
0
0
1
0
0
25
25
1
10034_9002554
1
4
1,046
0
0
235
35
1
1,500
bus_only
1,815
1,046
534
6
493
640
8,232.8
7,592.8
0
0
1
0
0
0
25
0
10034_9002554
2
4
1,280
0
0
154
0
0
1,500
bus_only
1,848
1,280
414
6
408
496.1
8,922.2
8,426.2
0
0
1
0
0
0
25
0
10034_9002554
3
4
1,203
0
0
214
0
0
1,500
bus_only
1,887
1,203
470
6
464
562.4
8,155.5
7,593.2
0
0
1
0
0
0
25
0
10034_9003438
0
4
297
0
0
252
0
0
1,500
bus_only
562
297
13
6
7
14.4
2,239.8
2,225.4
0
0
1
0
0
136
136
1
10034_9003438
1
4
334
0
0
252
0
0
1,500
bus_only
928
334
342
6
336
409.9
2,937.7
2,527.8
0
0
1
0
0
0
136
0
10034_9003438
2
4
360
0
0
614
0
1
1,500
bus_only
1,221
360
247
6
241
295.8
2,740.3
2,444.5
0
0
1
0
0
0
136
0
10034_9003438
3
4
438
0
0
614
0
1
1,500
bus_only
1,480
438
428
6
422
512.9
3,126.8
2,613.9
0
0
1
0
0
0
136
0
10034_9003440
0
11
348
0
0
542
0
0
1,500
bus_only
903
348
13
6
7
14.6
2,542.5
2,527.8
0
0
1
0
0
46
46
1
10034_9003440
1
11
310
0
0
542
0
0
1,500
bus_only
1,204
310
352
6
346
421.2
2,646.6
2,225.4
0
0
1
0
0
0
46
0
10034_9003440
2
11
436
0
0
542
0
0
1,500
bus_only
1,371
436
393
6
387
470.5
3,345.9
2,875.4
0
0
1
0
0
0
46
0
10034_9003440
3
11
372
0
0
671
0
1
1,500
bus_only
1,212
372
169
6
163
201.8
2,646.2
2,444.5
0
0
1
0
0
0
46
0
10034_9003440
4
11
458
0
0
731
0
1
1,500
bus_only
1,436
458
247
6
241
294.7
2,908.6
2,613.9
0
0
1
0
0
0
46
0
10034_9003440
5
11
511
0
0
731
0
1
1,500
bus_only
1,598
511
356
6
350
426.4
3,171.8
2,745.4
0
0
1
0
0
0
46
0
10034_9003440
6
11
343
0
0
245
0
0
1,500
bus_only
1,212
343
624
461
163
746.9
2,995.1
2,248.2
0
0
1
0
0
0
46
0
10034_9003440
7
11
580
0
0
671
0
1
1,500
bus_only
1,794
580
543
6
537
650.9
3,574.9
2,924
0
0
1
0
0
0
46
0
10034_9003440
8
11
429
0
0
245
0
0
1,500
bus_only
1,387
429
713
461
252
854
3,271.7
2,417.6
0
0
1
0
0
0
46
0
10034_9003440
9
11
482
0
0
245
0
0
1,500
bus_only
1,542
482
815
461
354
976.9
3,526
2,549.1
0
0
1
0
0
0
46
0
10034_9003440
10
11
551
0
0
245
0
0
1,500
bus_only
1,794
551
998
461
537
1,196
3,923.8
2,727.8
0
0
1
0
0
0
46
0
10034_9003443
0
15
454
0
0
558
0
0
1,500
bus_only
1,025
454
13
6
7
14.8
2,890.2
2,875.4
0
0
1
0
0
26
27
0.962963
10034_9003443
1
15
480
0
0
385
81
2
1,500
bus_only
959
480
94
6
7
111.9
3,196.9
3,085
0
0
1
0
0
0
27
0
10034_9003443
2
15
585
0
0
76
0
0
1,500
bus_only
987
585
326
319
7
389.4
3,569
3,179.6
0
0
1
0
0
0
27
0
10034_9003443
3
15
490
0
0
403
81
1
1,500
bus_only
987
490
94
6
7
111.9
3,196.9
3,085
0
0
1
0
0
1
27
0.037037
10034_9003443
4
15
497
0
0
558
0
0
1,500
bus_only
1,382
497
327
6
321
391.6
3,557.5
3,165.9
0
0
1
0
0
0
27
0
10034_9003443
5
15
366
0
0
558
0
0
1,500
bus_only
1,326
366
402
6
396
481.9
3,009.7
2,527.8
0
0
1
0
0
0
27
0
10034_9003443
6
15
402
0
0
403
81
1
1,500
bus_only
1,288
402
483
6
396
578.9
3,316.4
2,737.5
0
0
1
0
0
0
27
0
10034_9003443
7
15
582
0
0
298
81
1
1,500
bus_only
1,393
582
513
6
426
614.4
3,569.5
2,955.1
0
0
1
0
0
0
27
0
10034_9003443
8
15
392
0
0
385
81
2
1,500
bus_only
1,260
392
483
6
396
578.9
3,316.4
2,737.5
0
0
1
0
0
0
27
0
10034_9003443
9
15
533
0
0
238
81
1
1,500
bus_only
1,325
533
554
6
467
664
3,487.6
2,823.5
0
0
1
0
0
0
27
0
10034_9003443
10
15
651
0
0
238
81
1
1,500
bus_only
1,449
651
560
6
473
671.5
3,805.2
3,133.7
0
0
1
0
0
0
27
0
10034_9003443
11
15
447
0
0
238
81
1
1,500
bus_only
1,298
447
613
6
526
734.4
3,388.6
2,654.1
0
0
1
0
0
0
27
0
10034_9003443
12
15
497
0
0
76
0
0
1,500
bus_only
1,288
497
715
319
396
856.5
3,688.5
2,832.1
0
0
1
0
0
0
27
0
10034_9003443
13
15
490
0
0
1,325
0
1
1,500
bus_only
2,284
490
469
6
463
561.8
3,852.2
3,290.4
0
0
1
0
0
0
27
0
10034_9003443
14
15
630
0
0
136
0
0
1,500
bus_only
1,495
630
729
319
410
872.3
4,467
3,594.7
0
0
1
0
0
0
27
0
10034_9003555
0
6
94
0
0
355
0
0
1,500
bus_only
462
94
13
6
7
15
547.7
532.7
0
0
1
0
0
87
87
1
10034_9003555
1
6
60
0
0
108
0
0
1,500
bus_only
417
60
249
6
243
297.3
852.5
555.2
0
0
1
0
0
0
87
0
10034_9003555
2
6
153
0
0
355
0
0
1,500
bus_only
812
153
304
6
298
363.6
1,165.5
801.9
0
0
1
0
0
0
87
0
10034_9003555
3
6
1,217
0
0
235
0
0
1,500
bus_only
1,812
1,217
360
6
354
429.8
6,830.6
6,400.8
0
0
1
0
0
0
87
0
10034_9003555
4
6
59
0
0
443
0
0
1,500
bus_only
972
59
470
6
464
563.2
969.1
405.9
0
0
1
0
0
0
87
0
10034_9003555
5
6
91
0
0
108
0
0
1,500
bus_only
740
91
541
6
535
646.9
1,478
831.1
0
0
1
0
0
0
87
0
10034_9003556
0
9
165
0
0
885
0
0
1,500
bus_only
1,068
165
18
6
12
21.4
823.3
801.9
0
0
1
0
0
83
85
0.976471
10034_9003556
1
9
200
0
0
178
81
1
1,500
bus_only
477
200
99
6
12
118.4
1,129.9
1,011.5
0
0
1
0
0
1
85
0.011765
10034_9003556
2
9
103
0
0
945
0
0
1,500
bus_only
1,339
103
291
6
285
347.9
880.6
532.7
0
0
1
0
0
0
85
0
10034_9003556
3
9
459
0
0
251
37
1
1,500
bus_only
1,038
459
328
6
285
391.8
2,622.2
2,230.4
0
0
1
0
0
1
85
0.011765
10034_9003556
4
9
138
0
0
238
81
1
1,500
bus_only
748
138
372
6
285
445
1,187.3
742.4
0
0
1
0
0
0
85
0
10034_9003556
5
9
125
0
0
169
0
0
1,500
bus_only
767
125
473
461
12
566.6
1,172.2
605.6
0
0
1
0
0
0
85
0
10034_9003556
6
9
212
0
0
945
0
0
1,500
bus_only
1,550
212
393
6
387
469.4
1,641.3
1,171.9
0
0
1
0
0
0
85
0
10034_9003556
7
9
247
0
0
238
81
1
1,500
bus_only
959
247
474
6
387
566.4
1,948
1,381.6
0
0
1
0
0
0
85
0
10034_9003556
8
9
172
0
0
229
0
0
1,500
bus_only
1,249
172
848
461
387
1,014.6
1,990.2
975.7
0
0
1
0
0
0
85
0
10034_9003558
0
16
199
0
0
681
0
0
1,500
bus_only
894
199
14
6
8
15.6
1,187.5
1,171.9
0
0
1
0
0
82
85
0.964706
10034_9003558
1
16
219
0
0
274
139
1
1,500
bus_only
646
219
153
6
8
182.2
1,713
1,530.9
0
0
1
0
0
1
85
0.011765
10034_9003558
2
16
163
0
0
112
0
0
1,500
bus_only
744
163
469
461
8
560.8
1,536.4
975.7
0
0
1
0
0
0
85
0
10034_9003558
3
16
254
0
0
395
81
1
1,500
bus_only
744
254
95
6
8
112.6
1,494.2
1,381.6
0
0
1
0
0
0
85
0
10034_9003558
4
16
153
0
0
681
0
0
1,500
bus_only
1,263
153
429
6
423
514.1
1,316
801.9
0
0
1
0
0
0
85
0
10034_9003558
5
16
222
0
0
356
66
1
1,500
bus_only
1,025
222
447
6
375
535
2,125.9
1,590.9
0
0
1
0
0
0
85
0
10034_9003558
6
16
208
0
0
395
81
1
1,500
bus_only
1,113
208
510
6
423
611.1
1,622.6
1,011.5
0
0
1
0
0
0
85
0
10034_9003558
7
16
249
0
0
741
0
0
1,500
bus_only
1,504
249
514
6
508
616.4
2,257.8
1,641.4
0
0
1
0
0
0
85
0
10034_9003558
8
16
173
0
0
274
139
1
1,500
bus_only
1,015
173
568
6
423
680.6
1,841.5
1,160.8
0
0
1
0
0
0
85
0
10034_9003558
9
16
391
0
0
1,282
0
1
1,500
bus_only
2,218
391
545
6
539
652.9
2,405.1
1,752.2
0
0
1
0
0
2
85
0.023529
10034_9003558
10
16
457
0
0
242
0
1
1,500
bus_only
1,440
457
741
319
422
888
2,745.4
1,857.4
0
0
1
0
0
0
85
0
10034_9003558
11
16
117
0
0
112
0
0
1,500
bus_only
1,113
117
884
461
423
1,059.2
1,664.9
605.6
0
0
1
0
0
0
85
0
10034_9003558
12
16
282
0
0
275
0
0
1,500
bus_only
1,440
282
883
461
422
1,058.6
2,415.5
1,356.9
0
0
1
0
0
0
85
0
10034_9003558
13
16
213
0
0
172
0
0
1,500
bus_only
1,354
213
969
461
508
1,161.6
2,606.7
1,445.2
0
0
1
0
0
0
85
0
10034_9003558
14
16
539
0
0
242
0
1
1,500
bus_only
1,639
539
858
319
539
1,027.5
3,083.9
2,056.5
0
0
1
0
0
0
85
0
10034_9003558
15
16
364
0
0
275
0
0
1,500
bus_only
1,639
364
1,000
461
539
1,198.1
2,754
1,556
0
0
1
0
0
0
85
0
10034_9003721
0
3
262
0
0
239
0
0
1,500
bus_only
508
262
7
6
1
7.7
1,122.7
1,115
0
0
1
0
0
41
41
1
10034_9003721
1
3
167
0
0
239
0
0
1,500
bus_only
696
167
290
6
284
347.3
1,210.5
863.3
0
0
1
0
0
0
41
0
10034_9003721
2
3
362
0
0
239
0
0
1,500
bus_only
990
362
389
6
383
465.9
1,920.9
1,455
0
0
1
0
0
0
41
0
10034_9004132
0
5
457
0
0
336
0
0
1,500
bus_only
806
457
13
6
7
14.9
3,180.8
3,165.9
0
0
1
0
0
34
34
1
10034_9004132
1
5
413
0
0
336
0
0
1,500
bus_only
1,089
413
340
6
334
407
3,282.4
2,875.4
0
0
1
0
0
0
34
0
10034_9004132
2
5
429
0
0
60
0
0
1,500
bus_only
1,220
429
731
461
270
875.8
3,970
3,094.2
0
0
1
0
0
0
34
0
10034_9004132
3
5
453
0
0
491
0
1
1,500
bus_only
1,220
453
276
6
270
330.6
3,621.1
3,290.4
0
0
1
0
0
0
34
0
10034_9004132
4
5
642
0
0
558
0
1
1,500
bus_only
1,630
642
430
6
424
514.8
3,680.4
3,165.6
0
0
1
0
0
0
34
0
10034_9010043
0
5
402
0
0
323
0
1
1,500
bus_only
732
402
7
6
1
7.5
1,361.2
1,353.6
0
0
1
0
0
2
17
0.117647