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
9903_8002122
4
5
670
0
0
165
0
0
1,500
bus_only
1,394
670
559
19
540
669.1
2,749.7
2,080.6
0
0
1
0
0
0
72
0
9903_8003143
0
16
3,193
0
0
501
0
0
1,600
bus_only
3,714
3,193
20
19
1
22
17,636
17,614
0
0
1
0
0
19
19
1
9903_8003143
1
16
1,067
0
360
883
269
2
3,450
bus+gtx
2,715
1,427
405
14
122
483.7
15,647.6
4,590.9
0
10,573
1
0
1
0
19
0
9903_8003143
2
16
3,128
0
0
561
0
0
1,600
bus_only
4,199
3,128
510
19
491
609.6
17,813.1
17,203.5
0
0
1
0
0
0
19
0
9903_8003143
3
16
3,113
0
0
443
5
2
1,600
bus_only
3,666
3,113
110
14
91
129.9
16,730
16,600.1
0
0
1
0
0
0
19
0
9903_8003143
4
16
949
104
360
1,465
167
2
3,450
bus+train+gtx
3,158
1,413
280
14
99
332.7
16,090.4
3,598
1,586.8
10,573
1
1
1
0
19
0
9903_8003143
5
16
1,523
0
540
1,136
158
2
3,700
bus+gtx
3,670
2,063
471
14
299
561.8
22,357.4
7,355.7
0
14,439.9
1
0
1
0
19
0
9903_8003143
6
16
1,440
0
360
1,221
173
2
3,450
bus+gtx
3,506
1,800
485
14
298
578.5
16,488.6
5,337.1
0
10,573
1
0
1
0
19
0
9903_8003143
7
16
434
1,800
0
867
117
2
1,650
bus+train
3,509
2,234
408
14
277
486.5
19,877.8
1,699.8
17,691.5
0
1
1
0
0
19
0
9903_8003143
8
16
1,424
0
540
1,136
158
2
3,700
bus+gtx
3,643
1,964
543
14
371
647.8
22,158.6
7,070.9
0
14,439.9
1
0
1
0
19
0
9903_8003143
9
16
1,527
0
540
967
198
2
3,700
bus+gtx
3,617
2,067
583
14
371
695.7
22,843
7,707.4
0
14,439.9
1
0
1
0
19
0
9903_8003143
10
16
2,920
0
0
507
186
1
3,000
bus_only
3,968
2,920
541
14
341
647.6
19,463.3
18,815.7
0
0
1
0
0
0
19
0
9903_8003143
11
16
1,106
0
360
1,433
269
2
3,450
bus+gtx
3,494
1,466
595
14
312
711.8
16,235.1
4,950.3
0
10,573
1
0
1
0
19
0
9903_8003143
12
16
1,376
0
360
1,021
277
2
3,450
bus+gtx
3,390
1,736
633
14
342
756.7
16,267.1
4,937.4
0
10,573
1
0
1
0
19
0
9903_8003143
13
16
1,213
0
360
1,221
173
2
3,450
bus+gtx
3,440
1,573
646
14
459
771.9
15,967.3
4,622.5
0
10,573
1
0
1
0
19
0
9903_8003143
14
16
1,397
0
360
1,258
264
3
3,450
bus+gtx
3,637
1,757
622
14
344
743.9
16,776.9
5,460
0
10,573
1
0
1
0
19
0
9903_8003143
15
16
1,221
0
360
980
349
2
3,450
bus+gtx
3,391
1,581
830
14
467
991.9
17,078.1
5,513.3
0
10,573
1
0
1
0
19
0
9903_8443
0
3
429
0
0
73
0
0
1,500
bus_only
535
429
33
14
19
38.7
1,530.8
1,492.1
0
0
1
0
0
37
37
1
9903_8443
1
3
339
0
0
73
0
0
1,500
bus_only
794
339
382
14
368
456.8
1,622
1,165.2
0
0
1
0
0
0
37
0
9903_8443
2
3
370
0
0
231
0
0
1,500
bus_only
1,111
370
510
19
491
610.3
1,832.3
1,222
0
0
1
0
0
0
37
0
9903_8501503
0
6
470
0
0
261
0
0
1,500
bus_only
753
470
22
19
3
24.1
1,465.6
1,441.5
0
0
1
0
0
147
147
1
9903_8501503
1
6
368
0
0
261
0
0
1,500
bus_only
897
368
268
19
249
319.7
1,541.7
1,222
0
0
1
0
0
0
147
0
9903_8501503
2
6
526
0
0
261
0
0
1,500
bus_only
989
526
202
19
183
240.3
1,845.2
1,604.8
0
0
1
0
0
0
147
0
9903_8501503
3
6
349
0
0
144
0
0
1,500
bus_only
980
349
487
14
473
582.5
1,747.7
1,165.2
0
0
1
0
0
0
147
0
9903_8501503
4
6
628
0
0
261
0
0
1,500
bus_only
1,376
628
487
19
468
582.7
2,441.3
1,858.6
0
0
1
0
0
0
147
0
9903_8501503
5
6
384
0
0
322
26
1
1,500
bus_only
1,290
384
584
14
544
699.1
2,408.8
1,709.7
0
0
1
0
0
0
147
0
9903_8502850
0
2
1,257
0
0
222
0
0
1,500
bus_only
1,659
1,257
180
14
166
215.2
4,184.5
3,969.2
0
0
1
0
0
0
14
0
9903_8502850
1
2
955
0
0
488
0
0
1,500
bus_only
1,625
955
182
19
163
216.1
4,185.6
3,969.5
0
0
1
0
0
14
14
1
9903_8502977
0
7
220
0
0
55
0
0
1,500
bus_only
305
220
30
19
11
34.5
725.6
691.1
0
0
1
0
0
25
25
1
9903_8502977
1
7
89
0
0
55
0
0
1,500
bus_only
568
89
424
19
405
507.1
845.1
338
0
0
1
0
0
0
25
0
9903_8502977
2
7
261
0
0
131
0
0
1,500
bus_only
622
261
230
14
216
274.3
1,155.9
881.7
0
0
1
0
0
0
25
0
9903_8502977
3
7
145
0
0
170
0
0
1,500
bus_only
642
145
327
14
313
390.7
1,128.1
737.4
0
0
1
0
0
0
25
0
9903_8502977
4
7
62
0
0
110
0
0
1,500
bus_only
592
62
420
14
406
502.9
841.9
339
0
0
1
0
0
0
25
0
9903_8502977
5
7
185
0
0
110
0
0
1,500
bus_only
793
185
498
14
484
596.8
1,501.6
904.7
0
0
1
0
0
0
25
0
9903_8502977
6
7
359
0
0
131
0
0
1,500
bus_only
1,033
359
543
14
529
650.5
1,815.7
1,165.2
0
0
1
0
0
0
25
0
9903_8518
0
4
728
0
0
254
0
0
1,500
bus_only
1,015
728
33
14
19
37.9
2,053.2
2,015.3
0
0
1
0
0
25
25
1
9903_8518
1
4
675
0
0
55
0
0
1,500
bus_only
861
675
131
14
117
156.4
2,276.2
2,119.8
0
0
1
0
0
0
25
0
9903_8518
2
4
791
0
0
55
0
0
1,500
bus_only
1,371
791
525
14
511
629.2
3,100
2,470.7
0
0
1
0
0
0
25
0
9903_8518
3
4
832
0
0
392
0
0
1,500
bus_only
1,778
832
554
14
540
663.1
2,724.8
2,061.7
0
0
1
0
0
0
25
0
9903_8581
0
9
791
0
0
55
0
0
1,500
bus_only
879
791
33
14
19
38.3
2,509.1
2,470.7
0
0
1
0
0
16
16
1
9903_8581
1
9
675
0
0
55
0
0
1,500
bus_only
1,134
675
404
14
390
483.5
2,603.3
2,119.8
0
0
1
0
0
0
16
0
9903_8581
2
9
1,043
0
0
450
0
0
1,500
bus_only
1,811
1,043
318
14
304
379.9
4,152.2
3,772.3
0
0
1
0
0
0
16
0
9903_8581
3
9
897
0
0
112
0
0
1,500
bus_only
1,468
897
459
14
445
549.1
3,407.1
2,858
0
0
1
0
0
0
16
0
9903_8581
4
9
728
0
0
254
0
0
1,500
bus_only
1,503
728
521
14
507
624.6
2,639.9
2,015.3
0
0
1
0
0
0
16
0
9903_8581
5
9
1,198
0
0
55
0
0
1,500
bus_only
1,753
1,198
500
14
486
598.8
3,746.4
3,147.5
0
0
1
0
0
0
16
0
9903_8581
6
9
1,114
0
0
450
0
0
1,500
bus_only
2,028
1,114
464
14
450
556.2
4,579.6
4,023.5
0
0
1
0
0
0
16
0
9903_8581
7
9
1,108
0
0
55
0
0
1,500
bus_only
1,694
1,108
531
14
517
636.2
3,566.8
2,930.6
0
0
1
0
0
0
16
0
9903_8581
8
9
982
0
0
450
0
0
1,500
bus_only
1,945
982
513
14
499
614.4
4,178.7
3,564.2
0
0
1
0
0
0
16
0
9903_8637
0
11
828
0
0
184
0
0
1,500
bus_only
1,048
828
36
14
22
42.5
2,900.5
2,858
0
0
1
0
0
17
17
1
9903_8637
1
11
725
0
0
184
0
0
1,500
bus_only
1,345
725
436
14
422
521.8
2,992.5
2,470.7
0
0
1
0
0
0
17
0
9903_8637
2
11
977
0
0
465
0
0
1,500
bus_only
1,690
977
248
14
234
295.3
3,225.9
2,930.6
0
0
1
0
0
0
17
0
9903_8637
3
11
1,596
0
0
405
0
0
1,500
bus_only
2,289
1,596
288
14
274
344.3
4,610.2
4,265.9
0
0
1
0
0
0
17
0
9903_8637
4
11
1,114
0
0
296
0
0
1,500
bus_only
1,747
1,114
337
14
323
403
4,426.5
4,023.5
0
0
1
0
0
0
17
0
9903_8637
5
11
1,028
0
0
201
0
0
1,500
bus_only
1,676
1,028
447
14
433
534.8
3,759.1
3,224.3
0
0
1
0
0
0
17
0
9903_8637
6
11
1,078
0
0
405
0
0
1,500
bus_only
1,924
1,078
441
14
427
527.8
3,675.3
3,147.5
0
0
1
0
0
0
17
0
9903_8637
7
11
1,161
0
0
296
0
0
1,500
bus_only
1,939
1,161
482
14
468
577.8
4,755.7
4,177.8
0
0
1
0
0
0
17
0
9903_8637
8
11
1,043
0
0
296
0
0
1,500
bus_only
1,839
1,043
500
14
486
598.8
4,371.1
3,772.3
0
0
1
0
0
0
17
0
9903_8637
9
11
999
0
0
184
0
0
1,500
bus_only
1,774
999
591
14
577
708.7
4,061.3
3,352.6
0
0
1
0
0
0
17
0
9903_8637
10
11
1,475
0
0
465
0
0
1,500
bus_only
2,466
1,475
526
14
512
629.9
4,654.8
4,024.9
0
0
1
0
0
0
17
0
9903_8709
0
9
789
0
0
122
0
0
1,500
bus_only
937
789
26
19
7
29.8
3,254.9
3,225.1
0
0
1
0
0
13
13
1
9903_8709
1
9
691
0
0
122
0
0
1,500
bus_only
1,253
691
440
19
421
525.8
3,383.5
2,857.7
0
0
1
0
0
0
13
0
9903_8709
2
9
989
0
0
185
0
0
1,500
bus_only
1,325
989
151
14
137
180.3
3,532.9
3,352.6
0
0
1
0
0
0
13
0
9903_8709
3
9
1,089
0
0
185
0
0
1,500
bus_only
1,692
1,089
418
14
404
501.1
4,099.1
3,598
0
0
1
0
0
0
13
0
9903_8709
4
9
1,577
0
0
77
0
0
1,500
bus_only
2,161
1,577
507
14
493
607.6
4,873.5
4,265.9
0
0
1
0
0
0
13
0
9903_8709
5
9
982
0
0
137
0
0
1,500
bus_only
1,693
982
574
14
560
687.1
3,617.6
2,930.6
0
0
1
0
0
0
13
0
9903_8709
6
9
1,161
0
0
530
0
0
1,500
bus_only
2,212
1,161
521
14
507
622.8
4,800.6
4,177.8
0
0
1
0
0
0
13
0
9903_8709
7
9
1,114
0
0
470
0
0
1,500
bus_only
2,118
1,114
534
14
520
639.9
4,663.4
4,023.5
0
0
1
0
0
0
13
0
9903_8709
8
9
1,933
0
0
77
0
0
1,500
bus_only
2,524
1,933
514
14
500
615.4
5,763.6
5,148.3
0
0
1
0
0
0
13
0
9903_8790
0
3
1,390
0
0
180
0
0
1,500
bus_only
1,602
1,390
32
14
18
37.5
4,605.8
4,568.4
0
0
1
0
0
28
28
1
9903_8790
1
3
1,407
0
0
108
0
1
1,500
bus_only
1,547
1,407
32
14
18
37.5
4,605.9
4,568.4
0
0
1
0
0
0
28
0
9903_8790
2
3
1,459
0
0
180
0
0
1,500
bus_only
1,977
1,459
338
14
324
404.7
5,245.3
4,840.5
0
0
1
0
0
0
28
0
9903_8879
0
6
1,818
0
0
219
0
0
1,500
bus_only
2,069
1,818
32
19
13
36.2
6,294.3
6,258.1
0
0
1
0
0
37
37
1
9903_8879
1
6
350
450
0
614
77
1
1,550
bus+train
1,551
800
137
14
46
162.2
7,524.5
1,699.8
5,662.5
0
1
1
0
0
37
0
9903_8879
2
6
1,914
0
0
219
0
0
1,500
bus_only
2,504
1,914
371
19
352
443.7
7,006.1
6,562.3
0
0
1
0
0
0
37
0
9903_8879
3
6
1,711
0
0
189
0
1
1,500
bus_only
1,926
1,711
26
14
12
30
6,221.4
6,191.4
0
0
1
0
0
0
37
0
9903_8879
4
6
1,128
0
120
345
63
1
3,200
bus+gtx
1,787
1,248
194
14
117
231.2
6,766.7
3,598
0
2,937.5
1
0
1
0
37
0
9903_8879
5
6
1,784
0
0
249
0
1
1,500
bus_only
2,401
1,784
368
14
354
440.3
6,935.8
6,495.4
0
0
1
0
0
0
37
0
9903_8949
0
7
2,193
0
0
43
0
0
1,500
bus_only
2,266
2,193
30
19
11
34
9,092.2
9,058.1
0
0
1
0
0
19
19
1
9903_8949
1
7
2,083
0
0
108
0
1
1,500
bus_only
2,221
2,083
30
19
11
34
9,092.2
9,058.1
0
0
1
0
0
0
19
0
9903_8949
2
7
2,250
0
0
43
0
0
1,500
bus_only
2,653
2,250
360
19
341
430
9,785.4
9,355.4
0
0
1
0
0
0
19
0
9903_8949
3
7
1,859
0
0
342
4
1
1,500
bus_only
2,232
1,859
31
19
8
35.6
8,923.5
8,887.9
0
0
1
0
0
0
19
0
9903_8949
4
7
434
930
0
556
77
1
1,550
bus+train
2,393
1,364
473
14
382
565.1
11,715.4
1,699.8
9,450.5
0
1
1
0
0
19
0
9903_8949
5
7
2,557
0
0
353
0
0
1,500
bus_only
3,399
2,557
489
14
475
586.1
9,616.2
9,030.1
0
0
1
0
0
0
19
0
9903_8949
6
7
1,635
0
0
269
186
1
3,000
bus_only
2,509
1,635
605
14
405
723.7
15,010.9
14,287.3
0
0
1
0
0
0
19
0
9904_10003
0
10
712
0
0
110
0
0
1,500
bus_only
866
712
44
12
32
50.8
1,487
1,436.2
0
0
1
0
0
60
60
1
9904_10003
1
10
279
0
0
258
103
1
1,500
bus_only
945
279
408
12
293
487.6
1,559.2
1,071.7
0
0
1
0
0
0
60
0
9904_10003
2
10
570
0
0
170
0
0
1,500
bus_only
1,080
570
340
12
328
406.2
1,565.8
1,159.6
0
0
1
0
0
0
60
0
9904_10003
3
10
344
0
0
766
0
0
1,500
bus_only
1,442
344
332
12
320
397.3
2,007.9
1,610.6
0
0
1
0
0
0
60
0
9904_10003
4
10
851
0
0
170
0
0
1,500
bus_only
1,377
851
356
12
344
424.7
2,235.7
1,811
0
0
1
0
0
0
60
0
9904_10003
5
10
245
0
0
318
103
1
1,500
bus_only
1,006
245
443
12
328
529.7
1,474.4
944.7
0
0
1
0
0
0
60
0
9904_10003
6
10
423
0
0
318
103
1
1,500
bus_only
1,242
423
501
12
386
598.7
2,341.4
1,742.7
0
0
1
0
0
0
60
0
9904_10003
7
10
407
0
0
766
0
0
1,500
bus_only
1,676
407
503
12
491
602.1
2,504.2
1,902.1
0
0
1
0
0
0
60
0
9904_10003
8
10
374
0
0
258
103
1
1,500
bus_only
1,277
374
645
12
530
772.8
2,306.2
1,533.4
0
0
1
0
0
0
60
0
9904_10003
9
10
290
0
0
1,389
0
0
1,500
bus_only
2,391
290
712
173
539
853.5
1,996.4
1,142.9
0
0
1
0
0
0
60
0
9904_13403
0
10
556
0
0
131
0
0
1,500
bus_only
708
556
21
12
9
24.1
1,700.2
1,676.1
0
0
1
0
0
73
73
1
9904_13403
1
10
449
0
0
71
0
0
1,500
bus_only
932
449
412
12
400
493.5
1,823.4
1,329.9
0
0
1
0
0
0
73
0
9904_13403
2
10
344
0
0
708
0
0
1,500
bus_only
1,200
344
148
12
136
176.2
1,786.8
1,610.6
0
0
1
0
0
0
73
0
9904_13403
3
10
951
0
0
281
0
0
1,500
bus_only
1,455
951
223
12
211
265.8
2,266.3
2,000.6
0
0
1
0
0
0
73
0
9904_13403
4
10
509
0
0
473
0
1
1,500
bus_only
1,369
509
387
12
375
463.4
2,306
1,842.7
0
0
1
0
0
0
73
0
9904_13403
5
10
570
0
0
473
0
1
1,500
bus_only
1,443
570
400
12
388
477.9
2,554.1
2,076.1
0
0
1
0
0
0
73
0