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
9927_8501263
3
9
594
0
0
407
35
1
1,500
bus_only
1,179
594
178
2
141
213.4
4,635.1
4,421.7
0
0
1
0
0
0
168
0
9927_8501263
4
9
503
0
0
367
0
0
1,500
bus_only
1,102
503
232
2
230
278
4,070.7
3,792.7
0
0
1
0
0
0
168
0
9927_8501263
5
9
123
360
0
419
61
1
1,550
bus+train
1,216
483
314
2
251
375.2
4,255.1
722.8
3,157.1
0
1
1
0
0
168
0
9927_8501263
6
9
649
0
0
467
35
1
1,500
bus_only
1,454
649
338
2
301
404.1
5,178.6
4,774.5
0
0
1
0
0
0
168
0
9927_8501263
7
9
456
0
0
367
0
0
1,500
bus_only
1,251
456
428
2
426
511.8
4,020.7
3,508.9
0
0
1
0
0
0
168
0
9927_8501263
8
9
559
0
0
367
0
0
1,500
bus_only
1,398
559
472
2
470
564.4
4,702.7
4,138.3
0
0
1
0
0
0
168
0
9927_8501761
0
14
1,391
0
0
607
0
0
1,500
bus_only
2,001
1,391
3
2
1
2.9
9,146
9,143.2
0
0
1
0
0
13
13
1
9927_8501761
1
14
1,279
0
0
351
0
3
1,500
bus_only
1,815
1,279
185
120
65
221.1
11,438
11,216.9
0
0
1
0
0
0
13
0
9927_8501761
2
14
1,462
0
0
667
0
0
1,500
bus_only
2,516
1,462
387
2
385
462.3
9,988.6
9,526.3
0
0
1
0
0
0
13
0
9927_8501761
3
14
1,712
0
0
269
0
1
1,500
bus_only
1,984
1,712
3
2
1
2.9
10,902
10,899.1
0
0
1
0
0
0
13
0
9927_8501761
4
14
1,159
330
0
333
108
1
1,550
bus+train
1,993
1,489
171
2
61
202.1
11,274.6
8,543.6
2,528.9
0
1
1
0
0
13
0
9927_8501761
5
14
1,270
0
0
414
0
3
1,500
bus_only
1,993
1,270
309
120
189
368.9
11,364.5
10,995.5
0
0
1
0
0
0
13
0
9927_8501761
6
14
126
670
0
643
81
2
1,550
bus+train
1,863
796
424
2
341
505.6
7,656.6
722.8
6,428.3
0
1
1
0
0
13
0
9927_8501761
7
14
1,202
0
0
465
0
2
1,500
bus_only
2,092
1,202
425
120
305
508.6
10,446
9,937.4
0
0
1
0
0
0
13
0
9927_8501761
8
14
867
350
0
528
90
2
1,550
bus+train
2,233
1,217
488
2
396
583
9,057.9
5,766.2
2,708.6
0
1
1
0
0
13
0
9927_8501761
9
14
1,196
0
0
398
199
2
1,500
bus_only
2,112
1,196
518
2
317
619.1
10,225.4
9,606.4
0
0
1
0
0
0
13
0
9927_8501761
10
14
1,318
0
0
351
0
3
1,500
bus_only
2,106
1,318
437
120
317
523.2
11,991.3
11,468
0
0
1
0
0
0
13
0
9927_8501761
11
14
1,123
0
0
465
0
2
1,500
bus_only
2,123
1,123
535
120
415
640.6
10,042.2
9,401.6
0
0
1
0
0
0
13
0
9927_8501761
12
14
375
560
0
597
168
1
1,550
bus+train
2,154
935
622
2
452
743.8
9,148
2,824.7
5,579.6
0
1
1
0
0
13
0
9927_8501761
13
14
1,235
0
0
411
0
3
1,500
bus_only
2,273
1,235
627
120
507
750.5
11,442.8
10,692.4
0
0
1
0
0
0
13
0
9927_8796
0
8
1,136
0
0
289
0
0
1,500
bus_only
1,433
1,136
8
2
6
9.4
8,562
8,552.6
0
0
1
0
0
24
24
1
9927_8796
1
8
125
660
0
403
61
1
1,550
bus+train
1,587
785
399
2
336
477.2
8,054.9
722.8
6,854.9
0
1
1
0
0
24
0
9927_8796
2
8
1,103
0
0
349
0
0
1,500
bus_only
1,837
1,103
385
2
383
460
8,643
8,183
0
0
1
0
0
0
24
0
9927_8796
3
8
1,092
0
0
283
0
1
1,500
bus_only
1,760
1,092
385
2
383
460
8,643
8,183
0
0
1
0
0
0
24
0
9927_8796
4
8
1,181
0
0
384
0
0
1,500
bus_only
1,985
1,181
420
2
418
503.5
9,133.6
8,630.1
0
0
1
0
0
0
24
0
9927_8796
5
8
1,171
0
0
223
0
1
1,500
bus_only
1,814
1,171
420
2
418
503.5
9,133.6
8,630.1
0
0
1
0
0
0
24
0
9927_8796
6
8
1,083
0
0
317
0
1
1,500
bus_only
1,900
1,083
500
2
498
598
9,124.6
8,526.6
0
0
1
0
0
0
24
0
9927_8796
7
8
125
810
0
403
61
1
1,550
bus+train
1,859
935
521
2
458
623.7
8,913.7
722.8
7,567.2
0
1
1
0
0
24
0
9927_8839
0
4
1,064
0
0
170
0
0
1,500
bus_only
1,248
1,064
14
2
12
16.2
8,646.3
8,630.1
0
0
1
0
0
19
19
1
9927_8839
1
4
1,096
0
0
170
0
0
1,500
bus_only
1,599
1,096
333
2
331
399.3
9,319.6
8,920.3
0
0
1
0
0
0
19
0
9927_8839
2
4
1,045
0
0
293
0
0
1,500
bus_only
1,719
1,045
381
2
379
455
8,998.6
8,543.6
0
0
1
0
0
0
19
0
9927_8839
3
4
1,020
0
0
230
0
0
1,500
bus_only
1,739
1,020
489
2
487
586.2
8,769.2
8,183
0
0
1
0
0
0
19
0
9927_8874
0
13
1,019
0
0
383
49
1
1,500
bus_only
1,454
1,019
52
2
1
60.7
8,074.8
8,014
0
0
1
0
0
12
19
0.631579
9927_8874
1
13
811
0
0
357
135
1
1,500
bus_only
1,306
811
138
2
1
163.9
6,218.1
6,054.2
0
0
1
0
0
7
19
0.368421
9927_8874
2
13
609
100
0
453
45
1
1,550
bus+train
1,546
709
384
2
337
458.8
6,335.6
4,756.9
1,120
0
1
1
0
0
19
0
9927_8874
3
13
1,121
0
0
443
49
1
1,500
bus_only
1,952
1,121
388
2
337
463.7
8,781.2
8,317.5
0
0
1
0
0
0
19
0
9927_8874
4
13
609
190
0
513
45
1
1,550
bus+train
1,756
799
444
2
397
531.4
7,079.5
4,756.9
1,791.2
0
1
1
0
0
19
0
9927_8874
5
13
913
0
0
357
135
1
1,500
bus_only
1,749
913
479
2
342
572.7
6,930.3
6,357.6
0
0
1
0
0
0
19
0
9927_8874
6
13
1,157
0
0
383
49
1
1,500
bus_only
2,018
1,157
478
2
427
572.3
9,016.5
8,444.2
0
0
1
0
0
0
19
0
9927_8874
7
13
1,076
0
0
396
13
1
1,500
bus_only
1,962
1,076
490
2
475
586.6
6,331.9
5,745.3
0
0
1
0
0
0
19
0
9927_8874
8
13
948
0
0
383
49
1
1,500
bus_only
1,857
948
526
2
475
629.3
8,222.1
7,592.8
0
0
1
0
0
0
19
0
9927_8874
9
13
740
0
0
266
135
1
1,500
bus_only
1,596
740
590
2
453
704.8
6,337.7
5,632.9
0
0
1
0
0
0
19
0
9927_8874
10
13
1,386
0
0
456
13
1
1,500
bus_only
2,362
1,386
520
2
505
622.5
6,683.7
6,061.2
0
0
1
0
0
0
19
0
9927_8874
11
13
1,022
0
0
549
0
2
1,500
bus_only
2,067
1,022
496
2
494
594.6
9,795.6
9,201.1
0
0
1
0
0
0
19
0
9927_8874
12
13
1,084
0
0
609
0
2
1,500
bus_only
2,200
1,084
507
2
505
607.4
10,680.8
10,073.4
0
0
1
0
0
0
19
0
9927_8890
0
5
1,121
0
0
361
0
0
1,500
bus_only
1,491
1,121
9
2
7
10.5
9,165.3
9,154.9
0
0
1
0
0
32
32
1
9927_8890
1
5
1,096
0
0
361
0
0
1,500
bus_only
1,719
1,096
262
2
260
313.4
9,233.7
8,920.3
0
0
1
0
0
0
32
0
9927_8890
2
5
1,172
0
0
421
0
0
1,500
bus_only
2,135
1,172
542
2
540
648.9
10,291.8
9,642.9
0
0
1
0
0
0
32
0
9927_8890
3
5
1,156
0
0
386
0
1
1,500
bus_only
2,038
1,156
496
2
494
593.5
10,030.9
9,437.3
0
0
1
0
0
0
32
0
9927_8890
4
5
125
930
0
407
61
1
1,550
bus+train
2,022
1,055
560
2
497
670.5
9,771.8
722.8
8,378.6
0
1
1
0
0
32
0
9927_8907
0
7
696
190
0
399
45
1
1,550
bus+train
1,399
886
114
2
67
134
6,682.1
4,756.9
1,791.2
0
1
1
0
0
15
0
9927_8907
1
7
1,285
0
0
583
49
1
1,500
bus_only
2,063
1,285
195
2
144
232
8,676.2
8,444.2
0
0
1
0
0
15
15
1
9927_8907
2
7
2,150
0
0
384
35
1
1,500
bus_only
2,870
2,150
336
2
299
402.2
13,941.6
13,539.4
0
0
1
0
0
0
15
0
9927_8907
3
7
1,164
0
0
643
49
1
1,500
bus_only
2,194
1,164
387
2
336
462.2
8,476.2
8,014
0
0
1
0
0
0
15
0
9927_8907
4
7
905
0
0
580
135
1
1,500
bus_only
1,958
905
473
2
336
565.4
6,619.5
6,054.2
0
0
1
0
0
0
15
0
9927_8907
5
7
1,032
0
0
520
135
1
1,500
bus_only
2,063
1,032
511
2
374
611.9
7,301.7
6,689.8
0
0
1
0
0
0
15
0
9927_8907
6
7
1,418
0
0
639
0
2
1,500
bus_only
2,632
1,418
575
2
573
688.6
8,236.7
7,548.1
0
0
1
0
0
0
15
0
9927_9001526
0
5
284
0
0
195
0
0
1,500
bus_only
482
284
3
2
1
3.1
2,436.5
2,433.4
0
0
1
0
0
38
39
1
9927_9001526
1
5
448
0
0
195
0
0
1,500
bus_only
694
448
51
2
49
60.5
3,411.3
3,350.8
0
0
1
0
0
0
39
0
9927_9001526
2
5
393
0
0
195
0
0
1,500
bus_only
979
393
391
2
389
468
3,477
3,008.9
0
0
1
0
0
0
39
0
9927_9001526
3
5
340
0
0
255
0
0
1,500
bus_only
1,038
340
443
2
441
529.6
3,386
2,856.5
0
0
1
0
0
0
39
0
9927_9001526
4
5
229
0
0
195
0
0
1,500
bus_only
882
229
458
2
456
549.2
2,578.1
2,028.9
0
0
1
0
0
0
39
0
9927_9001568
0
3
297
0
0
222
0
0
1,500
bus_only
527
297
8
2
6
9.3
2,455.2
2,445.9
0
0
1
0
0
31
83
0.96875
9927_9001568
1
3
238
0
0
222
0
0
1,500
bus_only
950
238
490
2
488
587.7
2,600.8
2,013.1
0
0
1
0
0
1
83
0.03125
9927_9001568
2
3
355
0
0
222
0
0
1,500
bus_only
1,001
355
424
2
422
508.4
3,333.1
2,824.7
0
0
1
0
0
0
83
0
9927_9001569
0
2
361
0
0
125
0
0
1,500
bus_only
489
361
3
2
1
3.1
2,827.8
2,824.7
0
0
1
0
0
13
37
1
9927_9001569
1
2
301
0
0
125
0
0
1,500
bus_only
855
301
429
2
427
513.9
2,959.8
2,445.9
0
0
1
0
0
0
37
0
9927_9001924
0
4
408
0
0
326
0
1
1,500
bus_only
780
408
46
2
44
54
3,372.4
3,318.4
0
0
1
0
0
12
14
0.857143
9927_9001924
1
4
317
0
0
326
0
1
1,500
bus_only
935
317
292
2
290
349.7
3,373.1
3,023.3
0
0
1
0
0
0
14
0
9927_9001924
2
4
331
0
0
383
0
0
1,500
bus_only
1,133
331
419
2
417
502.1
3,358.6
2,856.5
0
0
1
0
0
2
14
0.142857
9927_9001924
3
4
483
0
0
326
0
1
1,500
bus_only
1,176
483
367
2
365
440.1
4,046.4
3,606.2
0
0
1
0
0
0
14
0
9927_9001925
0
5
330
0
0
170
0
1
1,500
bus_only
509
330
9
2
7
9.5
3,032.8
3,023.3
0
0
1
0
0
24
24
1
9927_9001925
1
5
340
0
0
69
0
0
1,500
bus_only
617
340
208
2
206
248.3
3,104.8
2,856.5
0
0
1
0
0
0
24
0
9927_9001925
2
5
393
0
0
69
0
0
1,500
bus_only
836
393
374
2
372
448.5
3,457.4
3,008.9
0
0
1
0
0
0
24
0
9927_9001925
3
5
428
0
0
110
0
1
1,500
bus_only
875
428
337
2
335
403.5
3,721.9
3,318.4
0
0
1
0
0
0
24
0
9927_9001925
4
5
365
0
0
144
0
1
1,500
bus_only
890
365
381
2
379
456.1
3,480.1
3,024
0
0
1
0
0
0
24
0
9927_9003491
0
2
570
0
0
339
0
0
1,500
bus_only
917
570
8
2
6
8.9
4,147.2
4,138.3
0
0
1
0
0
54
54
1
9927_9003491
1
2
512
0
0
339
0
0
1,500
bus_only
1,243
512
392
2
390
469.6
4,262.3
3,792.7
0
0
1
0
0
0
54
0
9927_9003493
0
7
607
0
0
518
0
0
1,500
bus_only
1,132
607
7
2
5
7.8
4,681.6
4,673.9
0
0
1
0
0
25
26
0.961538
9927_9003493
1
7
600
0
0
319
0
1
1,500
bus_only
927
600
8
2
6
9.1
4,682.9
4,673.9
0
0
1
0
0
1
26
0.038462
9927_9003493
2
7
631
0
0
328
0
0
1,500
bus_only
1,098
631
139
2
137
165.7
4,974.8
4,809
0
0
1
0
0
0
26
0
9927_9003493
3
7
687
0
0
360
0
1
1,500
bus_only
1,273
687
226
2
224
270.1
5,146.8
4,876.6
0
0
1
0
0
0
26
0
9927_9003493
4
7
668
0
0
268
0
0
1,500
bus_only
1,315
668
379
2
377
454.3
5,449.9
4,995.6
0
0
1
0
0
0
26
0
9927_9003493
5
7
683
0
0
458
0
0
1,500
bus_only
1,660
683
519
2
517
621.8
5,754.5
5,132.7
0
0
1
0
0
0
26
0
9927_9003493
6
7
676
0
0
319
0
1
1,500
bus_only
1,514
676
519
2
517
621.8
5,754.5
5,132.7
0
0
1
0
0
0
26
0
9927_9003496
0
9
662
0
0
126
0
1
1,500
bus_only
797
662
9
2
7
9.8
5,142.5
5,132.7
0
0
1
0
0
1
21
0.047619
9927_9003496
1
9
619
0
0
139
0
0
1,500
bus_only
1,055
619
297
2
295
354.4
5,163.4
4,809
0
0
1
0
0
2
21
0.095238
9927_9003496
2
9
672
0
0
581
0
0
1,500
bus_only
1,262
672
9
2
7
9.8
5,142.5
5,132.7
0
0
1
0
0
17
21
0.809524
9927_9003496
3
9
749
0
0
139
0
0
1,500
bus_only
1,128
749
240
2
238
286.2
5,525.5
5,239.3
0
0
1
0
0
0
21
0
9927_9003496
4
9
659
0
0
139
0
0
1,500
bus_only
1,183
659
385
2
383
461.5
5,457.1
4,995.6
0
0
1
0
0
0
21
0
9927_9003496
5
9
692
0
0
126
0
1
1,500
bus_only
1,185
692
367
2
365
439.8
5,896.8
5,457
0
0
1
0
0
0
21
0
9927_9003496
6
9
702
0
0
581
0
0
1,500
bus_only
1,650
702
367
2
365
439.8
5,896.8
5,457
0
0
1
0
0
0
21
0
9927_9003496
7
9
795
0
0
79
0
0
1,500
bus_only
1,341
795
467
2
465
559.1
6,128.5
5,569.3
0
0
1
0
0
0
21
0
9927_9003496
8
9
669
0
0
232
0
1
1,500
bus_only
1,341
669
440
2
438
527.7
5,404.4
4,876.6
0
0
1
0
0
1
21
0.047619
9927_9003530
0
4
788
0
0
290
0
0
1,500
bus_only
1,087
788
9
2
7
9.6
5,765.3
5,755.7
0
0
1
0
0
20
24
0.833333
9927_9003530
1
4
742
0
0
290
0
0
1,500
bus_only
1,370
742
338
2
336
405.4
5,862.4
5,457
0
0
1
0
0
0
24
0
9927_9003530
2
4
889
0
0
181
0
0
1,500
bus_only
1,451
889
381
2
379
456.2
6,304.6
5,848.4
0
0
1
0
0
4
24
0.166667
9927_9003530
3
4
844
0
0
121
0
0
1,500
bus_only
1,447
844
482
2
480
577.4
6,146.7
5,569.3
0
0
1
0
0
0
24
0
9927_9004129
0
9
278
0
0
379
0
0
1,500
bus_only
666
278
9
2
7
10.3
1,794.5
1,784.2
0
0
1
0
0
36
36
1
9927_9004129
1
9
247
0
0
307
0
1
1,500
bus_only
729
247
175
2
173
209.8
1,837
1,627.2
0
0
1
0
0
0
36
0