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
10018_4115
1
5
578
0
0
224
0
0
1,500
bus_only
1,172
578
370
9
361
441.7
5,694
5,252.3
0
0
1
0
0
0
39
0.2
10018_4115
2
5
508
0
0
284
0
0
1,500
bus_only
1,255
508
463
9
454
553.9
5,155.4
4,601.5
0
0
1
0
0
0
39
0.2
10018_4115
3
5
728
0
0
3,208
0
1
1,500
bus_only
4,560
728
624
9
615
745.5
6,072.4
5,326.9
0
0
1
0
0
0
39
0.2
10018_4115
4
5
759
0
0
3,099
0
0
1,500
bus_only
4,560
759
702
87
615
839
6,221.2
5,382.2
0
0
1
0
0
0
39
0.2
10018_70653
0
12
459
0
0
679
0
1
1,500
bus_only
1,148
459
10
9
1
10.3
3,592.4
3,582.1
0
0
1
0
0
2
21
0.095238
10018_70653
1
12
45
100
0
361
102
1
1,550
bus+train
960
145
454
274
78
542.3
2,574.7
998.8
1,033.6
0
1
1
0
0
21
0
10018_70653
2
12
700
0
0
180
0
0
1,500
bus_only
1,161
700
281
127
154
334.7
1,817.7
1,483
0
0
1
0
0
0
21
0
10018_70653
3
12
452
0
0
613
0
1
1,500
bus_only
1,283
452
218
9
209
259.4
4,008.4
3,749
0
0
1
0
0
0
21
0
10018_70653
4
12
740
0
0
241
29
1
1,500
bus_only
1,286
740
305
104
172
363.8
4,419.1
4,055.3
0
0
1
0
0
0
21
0
10018_70653
5
12
816
0
0
120
0
0
1,500
bus_only
1,364
816
428
127
301
511.6
2,115
1,603.4
0
0
1
0
0
0
21
0
10018_70653
6
12
397
0
0
673
0
1
1,500
bus_only
1,554
397
484
9
475
578.6
3,737.7
3,159.1
0
0
1
0
0
0
21
0
10018_70653
7
12
907
0
0
180
0
0
1,500
bus_only
1,686
907
599
127
472
716.9
2,497.4
1,780.6
0
0
1
0
0
0
21
0
10018_70653
8
12
612
0
0
180
0
0
1,500
bus_only
1,428
612
636
127
509
761.1
1,951.9
1,190.8
0
0
1
0
0
0
21
0
10018_70653
9
12
182
0
0
405
209
1
1,500
bus_only
1,242
182
655
274
172
783.9
2,762.7
1,978.8
0
0
1
0
0
19
21
0.904762
10018_70653
10
12
649
0
0
1,116
0
0
1,500
bus_only
2,451
649
686
232
454
822.3
2,472.2
1,649.9
0
0
1
0
0
0
21
0
10018_70653
11
12
81
0
0
465
209
1
1,500
bus_only
1,504
81
958
274
475
1,147.4
2,550.7
1,403.3
0
0
1
0
0
0
21
0
10018_70800
0
11
969
0
0
558
0
0
1,500
bus_only
1,537
969
10
9
1
10.3
7,529.6
7,519.3
0
0
1
0
0
0
33
0
10018_70800
1
11
949
0
0
264
0
1
1,500
bus_only
1,223
949
10
9
1
10.3
7,529.6
7,519.3
0
0
1
0
0
0
33
0
10018_70800
2
11
930
0
0
618
0
0
1,500
bus_only
1,874
930
326
9
317
388.4
7,592.5
7,204.1
0
0
1
0
0
28
33
0.848485
10018_70800
3
11
1,002
0
0
331
0
2
1,500
bus_only
1,489
1,002
156
9
147
185.4
7,835.1
7,649.7
0
0
1
0
0
0
33
0
10018_70800
4
11
928
0
0
473
0
1
1,500
bus_only
1,670
928
269
9
260
321.4
7,646.1
7,324.7
0
0
1
0
0
5
33
0.151515
10018_70800
5
11
910
0
0
324
0
1
1,500
bus_only
1,560
910
326
9
317
388.4
7,592.5
7,204.1
0
0
1
0
0
0
33
0
10018_70800
6
11
1,113
0
0
618
0
0
1,500
bus_only
2,191
1,113
460
9
451
549.7
8,478.8
7,929.1
0
0
1
0
0
0
33
0
10018_70800
7
11
990
0
0
350
0
1
1,500
bus_only
1,800
990
460
9
451
549.7
8,478.8
7,929.1
0
0
1
0
0
0
33
0
10018_70800
8
11
1,063
0
0
421
0
2
1,500
bus_only
1,882
1,063
398
9
389
475.9
8,340.7
7,864.8
0
0
1
0
0
0
33
0
10018_70800
9
11
969
0
0
473
0
1
1,500
bus_only
1,943
969
501
9
492
599.7
8,265.6
7,665.8
0
0
1
0
0
0
33
0
10018_70800
10
11
1,039
0
0
331
0
2
1,500
bus_only
1,927
1,039
557
9
548
666.9
8,701.4
8,034.4
0
0
1
0
0
0
33
0
10018_70803
0
3
1,312
0
0
361
0
0
1,500
bus_only
1,682
1,312
9
9
0
9.7
8,759.9
8,750.2
0
0
1
0
0
15
15
1
10018_70803
1
3
1,348
0
0
361
0
0
1,500
bus_only
2,015
1,348
306
9
297
365
9,378.5
9,013.5
0
0
1
0
0
0
15
0
10018_70803
2
3
1,272
0
0
421
0
0
1,500
bus_only
2,134
1,272
441
9
432
527
8,882.9
8,355.9
0
0
1
0
0
0
15
0
10018_71985
0
8
895
0
0
335
23
1
1,500
bus_only
1,277
895
47
9
15
54.3
4,732.1
4,677.9
0
0
1
0
0
20
26
0.769231
10018_71985
1
8
920
0
0
335
23
1
1,500
bus_only
1,424
920
169
9
137
200.4
5,011.9
4,811.5
0
0
1
0
0
0
26
0
10018_71985
2
8
820
0
0
353
0
0
1,500
bus_only
1,637
820
464
265
199
555.4
5,675.6
5,120.2
0
0
1
0
0
0
26
0
10018_71985
3
8
839
0
0
461
23
1
1,500
bus_only
1,565
839
265
9
233
315.6
4,840.3
4,524.7
0
0
1
0
0
0
26
0
10018_71985
4
8
806
0
0
395
23
1
1,500
bus_only
1,656
806
455
9
423
543.2
4,811.7
4,268.6
0
0
1
0
0
0
26
0
10018_71985
5
8
865
0
0
440
23
1
1,500
bus_only
1,748
865
443
9
411
529.6
5,220.4
4,690.9
0
0
1
0
0
0
26
0
10018_71985
6
8
757
0
0
464
0
1
1,500
bus_only
1,766
757
545
104
441
652.5
5,382.6
4,730.1
0
0
1
0
0
6
26
0.230769
10018_71985
7
8
767
0
0
353
0
0
1,500
bus_only
1,822
767
702
265
437
840.4
5,485.7
4,645.3
0
0
1
0
0
0
26
0
10018_72789
0
6
393
0
0
322
0
0
1,500
bus_only
725
393
10
9
1
10.7
3,243.7
3,233.1
0
0
1
0
0
25
25
1
10018_72789
1
6
376
0
0
157
0
1
1,500
bus_only
917
376
384
9
375
459.7
3,380.2
2,920.6
0
0
1
0
0
0
25
0
10018_72789
2
6
354
0
0
382
0
0
1,500
bus_only
1,123
354
387
9
378
462.6
3,325
2,862.4
0
0
1
0
0
0
25
0
10018_72789
3
6
426
0
0
308
0
2
1,500
bus_only
969
426
235
9
226
280.1
3,749.6
3,469.4
0
0
1
0
0
0
25
0
10018_72789
4
6
430
0
0
217
0
1
1,500
bus_only
955
430
308
9
299
366.6
3,924.3
3,557.7
0
0
1
0
0
0
25
0
10018_72789
5
6
419
0
0
322
0
0
1,500
bus_only
1,155
419
414
9
405
495
4,088.3
3,593.2
0
0
1
0
0
0
25
0
10018_74203
0
8
994
0
0
285
31
1
1,500
bus_only
1,326
994
47
9
7
54.8
5,974.9
5,920.1
0
0
1
0
0
6
13
0.5
10018_74203
1
8
799
0
0
258
0
1
1,500
bus_only
1,304
799
247
9
238
293.2
5,655.9
5,362.8
0
0
1
0
0
0
13
0
10018_74203
2
8
792
0
0
540
0
1
1,500
bus_only
1,692
792
360
9
351
430.1
5,422.3
4,992.2
0
0
1
0
0
6
13
0.5
10018_74203
3
8
935
0
0
345
31
1
1,500
bus_only
1,671
935
391
9
351
467
6,047.4
5,580.4
0
0
1
0
0
0
13
0
10018_74203
4
8
272
400
0
443
81
2
1,550
bus+train
1,480
672
365
9
275
435
5,590.4
1,448.4
3,707
0
1
1
0
0
13
0
10018_74203
5
8
833
0
0
198
0
1
1,500
bus_only
1,477
833
446
9
437
533.7
6,295.6
5,761.9
0
0
1
0
0
0
13
0
10018_74203
6
8
521
90
0
417
168
1
1,550
bus+train
1,480
611
452
9
275
539.9
5,120.7
3,550.3
1,030.5
0
1
1
0
0
13
0
10018_74203
7
8
761
0
0
198
0
1
1,500
bus_only
1,445
761
486
9
477
581.2
5,693.8
5,112.5
0
0
1
0
0
0
13
0
10018_8000226
0
5
555
0
0
95
0
0
1,500
bus_only
660
555
10
9
1
10.2
4,958.9
4,948.7
0
0
1
0
0
42
42
1
10018_8000226
1
5
522
0
0
95
0
0
1,500
bus_only
1,017
522
400
9
391
478
5,079.5
4,601.5
0
0
1
0
0
0
42
0
10018_8000226
2
5
586
0
0
95
0
0
1,500
bus_only
1,032
586
351
9
342
419.3
5,671.6
5,252.3
0
0
1
0
0
0
42
0
10018_8000226
3
5
642
0
0
1,055
0
1
1,500
bus_only
2,257
642
560
9
551
670.2
5,997.2
5,326.9
0
0
1
0
0
0
42
0
10018_8000226
4
5
661
0
0
958
0
0
1,500
bus_only
2,257
661
638
87
551
763.8
6,146
5,382.2
0
0
1
0
0
0
42
0
10018_8001612
0
5
260
0
0
433
0
0
1,500
bus_only
709
260
16
9
7
17.2
1,461.9
1,444.6
0
0
1
0
0
74
76
0.973684
10018_8001612
1
5
243
0
0
282
0
1
1,500
bus_only
541
243
16
9
7
17.2
1,461.9
1,444.6
0
0
1
0
0
2
76
0.026316
10018_8001612
2
5
254
0
0
138
0
0
1,500
bus_only
630
254
238
9
229
283.2
1,731.7
1,448.4
0
0
1
0
0
0
76
0
10018_8001612
3
5
209
0
0
138
0
0
1,500
bus_only
723
209
376
9
367
449.3
1,532.8
1,083.5
0
0
1
0
0
0
76
0
10018_8001612
4
5
339
0
0
64
0
0
1,500
bus_only
1,067
339
664
101
563
795.2
1,725
929.8
0
0
1
0
0
0
76
0
10018_8002668
0
3
667
0
0
146
0
0
1,500
bus_only
823
667
10
9
1
9.9
5,262.2
5,252.3
0
0
1
0
0
37
37
1
10018_8002668
1
3
634
0
0
146
0
0
1,500
bus_only
1,131
634
351
9
342
419.5
5,368.2
4,948.7
0
0
1
0
0
0
37
0
10018_8002668
2
3
720
0
0
206
0
0
1,500
bus_only
1,299
720
373
9
364
444.8
6,031
5,586.2
0
0
1
0
0
0
37
0
10018_8003058
0
3
388
0
0
280
0
0
1,500
bus_only
684
388
16
9
7
17.4
2,879.8
2,862.4
0
0
1
0
0
41
41
1
10018_8003058
1
3
339
0
0
280
0
0
1,500
bus_only
1,115
339
496
9
487
594
3,029.3
2,435.3
0
0
1
0
0
0
41
0
10018_8003058
2
3
424
0
0
340
0
0
1,500
bus_only
1,144
424
380
9
371
454
3,687.1
3,233.1
0
0
1
0
0
0
41
0
10018_8003065
0
9
883
0
0
364
0
0
1,500
bus_only
1,257
883
10
9
1
10.2
5,975.2
5,965
0
0
1
0
0
18
18
1
10018_8003065
1
9
793
0
0
364
0
0
1,500
bus_only
1,441
793
284
9
275
338.6
6,059.8
5,721.2
0
0
1
0
0
0
18
0
10018_8003065
2
9
806
0
0
530
0
0
1,500
bus_only
1,654
806
318
9
309
379.4
6,237.7
5,858.3
0
0
1
0
0
0
18
0
10018_8003065
3
9
796
0
0
479
0
1
1,500
bus_only
1,593
796
318
9
309
379.4
6,237.7
5,858.3
0
0
1
0
0
0
18
0
10018_8003065
4
9
753
0
0
424
0
0
1,500
bus_only
1,547
753
370
9
361
442
5,976.6
5,534.7
0
0
1
0
0
0
18
0
10018_8003065
5
9
929
0
0
364
0
0
1,500
bus_only
1,674
929
381
9
372
455.4
6,750.4
6,295
0
0
1
0
0
0
18
0
10018_8003065
6
9
836
0
0
470
0
0
1,500
bus_only
1,825
836
519
9
510
621
6,803.6
6,182.6
0
0
1
0
0
0
18
0
10018_8003065
7
9
779
0
0
417
0
1
1,500
bus_only
1,672
779
476
9
467
569.1
6,564.9
5,995.8
0
0
1
0
0
0
18
0
10018_8003065
8
9
826
0
0
419
0
1
1,500
bus_only
1,764
826
519
9
510
621
6,803.6
6,182.6
0
0
1
0
0
0
18
0
10018_8501093
0
5
372
0
0
231
0
0
1,500
bus_only
621
372
18
9
9
19.8
2,758.5
2,738.7
0
0
1
0
0
78
78
1
10018_8501093
1
5
431
0
0
231
0
0
1,500
bus_only
1,151
431
489
9
480
585
3,756.5
3,171.5
0
0
1
0
0
0
78
0
10018_8501093
2
5
445
0
0
815
0
0
1,500
bus_only
1,647
445
387
9
378
463.2
4,056.4
3,593.2
0
0
1
0
0
0
78
0
10018_8501093
3
5
560
0
0
376
0
1
1,500
bus_only
1,288
560
352
9
343
420.4
2,864.5
2,444.2
0
0
1
0
0
0
78
0
10018_8501093
4
5
901
0
0
257
0
0
1,500
bus_only
1,588
901
430
87
343
513.9
3,131.9
2,618.1
0
0
1
0
0
0
78
0
10018_8501263
0
9
666
0
0
497
0
1
1,500
bus_only
1,200
666
37
9
28
42.9
4,542.6
4,499.7
0
0
1
0
0
2
16
0.125
10018_8501263
1
9
717
0
0
143
0
1
1,500
bus_only
1,009
717
149
9
140
177.4
4,604.3
4,426.9
0
0
1
0
0
12
16
0.75
10018_8501263
2
9
634
0
0
377
0
0
1,500
bus_only
1,250
634
239
9
230
285.4
4,803.8
4,518.4
0
0
1
0
0
0
16
0
10018_8501263
3
9
608
0
0
377
0
2
1,500
bus_only
1,295
608
310
9
301
369.4
4,887.8
4,518.4
0
0
1
0
0
0
16
0
10018_8501263
4
9
587
0
0
377
0
0
1,500
bus_only
1,399
587
435
9
426
519.2
4,753.8
4,234.6
0
0
1
0
0
1
16
0.0625
10018_8501263
5
9
246
360
0
423
61
1
1,550
bus+train
1,381
606
352
9
282
420.9
5,026.4
1,448.4
3,157.1
0
1
1
0
0
16
0
10018_8501263
6
9
690
0
0
377
0
0
1,500
bus_only
1,546
690
479
9
470
571.8
5,435.8
4,864
0
0
1
0
0
0
16
0
10018_8501263
7
9
561
0
0
377
0
2
1,500
bus_only
1,373
561
435
9
426
519.2
4,753.8
4,234.6
0
0
1
0
0
1
16
0.0625
10018_8501263
8
9
664
0
0
377
0
2
1,500
bus_only
1,520
664
479
9
470
571.8
5,435.8
4,864
0
0
1
0
0
0
16
0
10018_8501761
0
10
1,378
0
0
646
0
0
1,500
bus_only
2,034
1,378
10
9
1
10.3
9,879.1
9,868.8
0
0
1
0
0
13
13
1
10018_8501761
1
10
1,220
0
0
363
238
2
1,500
bus_only
1,926
1,220
343
104
1
409.3
10,296.9
9,887.6
0
0
1
0
0
0
13
0
10018_8501761
2
10
1,453
0
0
706
0
0
1,500
bus_only
2,553
1,453
394
9
385
469.7
10,721.7
10,252
0
0
1
0
0
0
13
0
10018_8501761
3
10
1,109
0
0
902
0
1
1,500
bus_only
2,416
1,109
405
9
396
483
10,230.5
9,747.5
0
0
1
0
0
0
13
0
10018_8501761
4
10
1,132
0
0
356
163
1
1,500
bus_only
1,926
1,132
438
274
1
523.4
9,695.9
9,172.5
0
0
1
0
0
0
13
0
10018_8501761
5
10
808
210
0
556
149
1
1,550
bus+train
2,072
1,018
498
274
75
596.2
9,620.9
7,188.5
1,836.3
0
1
1
0
0
13
0
10018_8501761
6
10
1,222
0
0
737
0
2
1,500
bus_only
2,364
1,222
405
9
396
483
9,639.2
9,156.2
0
0
1
0
0
0
13
0
10018_8501761
7
10
489
560
0
421
168
1
1,550
bus+train
1,995
1,049
525
9
348
627.1
9,757.1
3,550.3
5,579.6
0
1
1
0
0
13
0
10018_8501761
8
10
555
440
0
917
56
1
1,550
bus+train
2,436
995
524
9
459
626.6
10,210.1
4,948.7
4,634.8
0
1
1
0
0
13
0