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
9915_152
2
10
1,324
0
0
250
0
0
1,500
bus_only
1,996
1,324
422
3
419
504.9
9,387.6
8,882.7
0
0
1
0
0
0
32
0
9915_152
3
10
1,372
0
0
524
0
1
1,500
bus_only
2,095
1,372
199
3
196
237.1
9,476.1
9,239
0
0
1
0
0
0
32
0
9915_152
4
10
1,435
0
0
309
0
1
1,500
bus_only
1,950
1,435
206
3
203
245.7
9,409.3
9,163.6
0
0
1
0
0
0
32
0
9915_152
5
10
1,386
0
0
304
0
1
1,500
bus_only
1,958
1,386
268
3
265
320
9,911.7
9,591.7
0
0
1
0
0
0
32
0
9915_152
6
10
1,422
0
0
237
0
2
1,500
bus_only
1,865
1,422
206
3
203
245.7
9,400.4
9,154.7
0
0
1
0
0
0
32
0
9915_152
7
10
1,343
0
0
298
0
1
1,500
bus_only
1,926
1,343
285
3
282
339.6
9,409.3
9,069.8
0
0
1
0
0
0
32
0
9915_152
8
10
1,330
0
0
297
0
2
1,500
bus_only
1,921
1,330
294
3
291
351.2
9,412
9,060.8
0
0
1
0
0
0
32
0
9915_152
9
10
1,452
0
0
519
0
1
1,500
bus_only
2,470
1,452
499
3
496
597
10,093.7
9,496.7
0
0
1
0
0
0
32
0
9915_4107
0
21
166
870
0
823
66
1
1,550
bus+train
1,957
1,036
98
3
29
115.4
10,505.3
1,052.9
9,336.9
0
1
1
0
14
14
1
9915_4107
1
21
1,695
0
0
571
0
3
1,500
bus_only
2,403
1,695
137
3
134
162.7
11,762.9
11,600.2
0
0
1
0
0
0
14
0
9915_4107
2
21
1,959
0
0
742
17
2
1,500
bus_only
2,855
1,959
154
3
134
181.9
13,997.4
13,815.5
0
0
1
0
0
0
14
0
9915_4107
3
21
1,630
0
0
631
0
3
1,500
bus_only
2,545
1,630
284
3
281
339.6
11,571.1
11,231.4
0
0
1
0
0
0
14
0
9915_4107
4
21
1,880
0
0
802
17
2
1,500
bus_only
3,011
1,880
329
3
309
391.4
13,830
13,438.6
0
0
1
0
0
0
14
0
9915_4107
5
21
1,424
470
0
481
13
2
1,550
bus+train
2,769
1,894
394
72
309
469.9
13,852.1
9,217.4
4,164.8
0
1
1
0
0
14
0
9915_4107
6
21
1,640
0
0
1,516
0
2
1,500
bus_only
3,440
1,640
284
3
281
339.6
11,571.1
11,231.4
0
0
1
0
0
0
14
0
9915_4107
7
21
1,988
0
0
1,233
31
2
1,500
bus_only
3,521
1,988
300
3
266
358.7
13,353.6
12,994.9
0
0
1
0
0
0
14
0
9915_4107
8
21
1,803
0
0
991
0
2
1,500
bus_only
3,153
1,803
359
3
356
429.5
12,440.5
12,011
0
0
1
0
0
0
14
0
9915_4107
9
21
1,666
0
0
326
0
1
1,500
bus_only
2,545
1,666
553
272
281
662.1
11,821.9
11,159.8
0
0
1
0
0
0
14
0
9915_4107
10
21
1,774
0
0
1,051
0
2
1,500
bus_only
3,228
1,774
403
3
400
481.2
12,249.6
11,768.5
0
0
1
0
0
0
14
0
9915_4107
11
21
2,450
0
0
629
0
1
1,600
bus_only
3,524
2,450
445
89
356
532.1
19,005.9
18,473.9
0
0
1
0
0
0
14
0
9915_4107
12
21
1,675
470
0
485
13
3
1,550
bus+train
3,010
2,145
380
72
295
453.7
14,296.1
9,677.7
4,164.8
0
1
1
0
0
14
0
9915_4107
13
21
1,747
0
0
571
0
3
1,500
bus_only
2,743
1,747
425
3
422
508.4
12,365
11,856.6
0
0
1
0
0
0
14
0
9915_4107
14
21
2,011
0
0
742
17
2
1,500
bus_only
3,195
2,011
442
3
422
527.6
14,599.5
14,071.9
0
0
1
0
0
0
14
0
9915_4107
15
21
1,954
0
0
614
0
4
1,500
bus_only
2,918
1,954
350
3
347
419.3
13,146.8
12,727.5
0
0
1
0
0
0
14
0
9915_4107
16
21
2,421
0
0
689
0
1
1,600
bus_only
3,599
2,421
489
89
400
583.7
18,815
18,231.3
0
0
1
0
0
0
14
0
9915_4107
17
21
1,829
0
0
208
0
1
1,500
bus_only
2,665
1,829
628
272
356
751.9
12,691.3
11,939.4
0
0
1
0
0
0
14
0
9915_4107
18
21
1,800
0
0
268
0
1
1,500
bus_only
2,740
1,800
672
272
400
803.6
12,500.4
11,696.8
0
0
1
0
0
0
14
0
9915_4107
19
21
1,783
0
0
266
0
1
1,500
bus_only
2,743
1,783
694
272
422
830.8
12,615.8
11,785
0
0
1
0
0
0
14
0
9915_4107
20
21
2,506
0
0
689
0
1
1,600
bus_only
3,788
2,506
593
89
504
708.3
19,447.1
18,738.9
0
0
1
0
0
0
14
0
9915_4113
0
16
214
375
0
718
66
1
1,550
bus+train
1,415
589
108
3
39
128
5,219.8
1,052.9
4,038.8
0
1
1
0
19
19
1
9915_4113
1
16
889
0
0
558
0
2
1,500
bus_only
1,603
889
156
3
153
185.6
6,585.7
6,400.1
0
0
1
0
0
0
19
0
9915_4113
2
16
1,518
0
0
704
25
1
1,500
bus_only
2,376
1,518
154
3
126
182.9
11,376.4
11,193.5
0
0
1
0
0
0
19
0
9915_4113
3
16
892
0
0
664
0
2
1,500
bus_only
1,685
892
129
3
126
153.7
6,060.2
5,906.5
0
0
1
0
0
0
19
0
9915_4113
4
16
2,316
0
0
493
9
1
1,600
bus_only
2,971
2,316
162
3
150
191.7
15,608.9
15,417.2
0
0
1
0
0
0
19
0
9915_4113
5
16
919
0
0
558
0
2
1,500
bus_only
1,716
919
239
3
236
285.2
6,908
6,622.8
0
0
1
0
0
0
19
0
9915_4113
6
16
920
0
0
354
222
1
1,500
bus_only
1,625
920
351
3
126
419.8
6,330.2
5,910.3
0
0
1
0
0
0
19
0
9915_4113
7
16
1,551
0
0
644
25
1
1,500
bus_only
2,459
1,551
264
3
236
314.4
11,827.6
11,513.2
0
0
1
0
0
0
19
0
9915_4113
8
16
918
0
0
320
0
1
1,500
bus_only
1,661
918
423
272
151
505.6
6,834.1
6,328.4
0
0
1
0
0
0
19
0
9915_4113
9
16
975
0
0
1,012
0
1
1,500
bus_only
2,312
975
325
89
236
387.8
7,227
6,839.2
0
0
1
0
0
0
19
0
9915_4113
10
16
954
0
0
354
222
1
1,500
bus_only
1,769
954
461
3
236
551.2
6,781.3
6,230
0
0
1
0
0
0
19
0
9915_4113
11
16
948
0
0
260
0
1
1,500
bus_only
1,716
948
508
272
236
607.7
7,158.8
6,551.2
0
0
1
0
0
0
19
0
9915_4113
12
16
774
0
0
1,347
0
2
1,500
bus_only
2,546
774
425
3
422
508.5
6,195.8
5,687.2
0
0
1
0
0
0
19
0
9915_4113
13
16
1,352
0
0
1,037
41
2
1,500
bus_only
2,882
1,352
493
3
449
589.8
6,108.5
5,518.7
0
0
1
0
0
0
19
0
9915_4113
14
16
1,653
0
0
1,037
41
2
1,500
bus_only
3,194
1,653
504
3
460
602.2
6,760.8
6,158.6
0
0
1
0
0
0
19
0
9915_4113
15
16
803
0
0
989
0
1
1,500
bus_only
2,497
803
705
272
433
844.3
6,459.9
5,615.6
0
0
1
0
0
0
19
0
9915_4114
0
8
208
470
0
388
66
1
1,550
bus+train
1,161
678
95
3
26
112.9
3,874.4
1,052.9
2,708.6
0
1
1
0
15
15
1
9915_4114
1
8
734
0
0
413
0
1
1,500
bus_only
1,308
734
161
89
72
191.7
5,375.5
5,183.8
0
0
1
0
0
0
15
0
9915_4114
2
8
856
0
0
322
0
1
1,500
bus_only
1,314
856
136
89
47
161.4
6,904.9
6,743.5
0
0
1
0
0
0
15
0
9915_4114
3
8
765
0
0
413
0
1
1,500
bus_only
1,451
765
273
89
184
326
5,613.6
5,287.6
0
0
1
0
0
0
15
0
9915_4114
4
8
976
0
0
576
0
1
1,500
bus_only
1,920
976
368
89
279
440.1
6,692.9
6,252.8
0
0
1
0
0
0
15
0
9915_4114
5
8
751
0
0
382
0
1
1,500
bus_only
1,574
751
441
89
352
526.7
6,944.1
6,417.5
0
0
1
0
0
0
15
0
9915_4114
6
8
1,016
0
0
364
0
1
1,500
bus_only
1,883
1,016
503
89
414
602.2
7,720.4
7,118.2
0
0
1
0
0
0
15
0
9915_4114
7
8
899
0
0
636
0
1
1,500
bus_only
2,103
899
568
89
479
679.1
6,727.3
6,048.2
0
0
1
0
0
0
15
0
9915_4115
0
10
434
0
0
671
0
0
1,500
bus_only
1,249
434
144
89
55
170.5
4,359.7
4,189.2
0
0
1
0
0
0
19
0.1
9915_4115
1
10
423
0
0
394
0
1
1,500
bus_only
979
423
162
89
73
192.5
4,381.7
4,189.2
0
0
1
0
0
0
19
0.1
9915_4115
2
10
465
0
0
611
0
0
1,500
bus_only
1,526
465
450
89
361
537.6
5,030.4
4,492.7
0
0
1
0
0
0
19
0.1
9915_4115
3
10
455
0
0
585
0
2
1,500
bus_only
1,369
455
329
89
240
392.8
4,849.9
4,457.2
0
0
1
0
0
0
19
0.1
9915_4115
4
10
263
210
0
422
162
1
1,550
bus+train
1,369
473
474
72
240
566.7
5,382.1
3,000.8
1,814.5
0
1
1
0
0
19
0.1
9915_4115
5
10
399
0
0
671
0
0
1,500
bus_only
1,613
399
543
89
454
649.8
4,491.7
3,841.9
0
0
1
0
0
0
19
0.1
9915_4115
6
10
389
0
0
454
0
1
1,500
bus_only
1,386
389
543
89
454
649.8
4,491.7
3,841.9
0
0
1
0
0
0
19
0.1
9915_4115
7
10
517
0
0
585
0
2
1,500
bus_only
1,657
517
555
89
466
664.6
5,352.6
4,687.9
0
0
1
0
0
0
19
0.1
9915_4115
8
10
325
210
0
422
162
1
1,550
bus+train
1,657
535
700
72
466
838.6
5,884.7
3,231.6
1,814.5
0
1
1
0
0
19
0.1
9915_4115
9
10
493
0
0
2,828
0
0
1,500
bus_only
3,903
493
582
89
493
696.8
5,264.1
4,567.4
0
0
1
0
0
0
19
0.1
9915_72410
0
9
1,198
0
0
489
0
0
1,500
bus_only
1,703
1,198
16
3
13
17.9
8,159
8,141.1
0
0
1
0
0
48
50
0.979592
9915_72410
1
9
1,258
0
0
158
0
0
1,500
bus_only
1,846
1,258
430
286
144
515
8,959.7
8,444.7
0
0
1
0
0
0
50
0
9915_72410
2
9
1,452
0
0
489
0
0
1,500
bus_only
2,244
1,452
303
3
300
361.9
9,894.7
9,532.8
0
0
1
0
0
0
50
0
9915_72410
3
9
1,276
0
0
549
0
0
1,500
bus_only
2,224
1,276
399
3
396
476.2
8,989.3
8,513.1
0
0
1
0
0
0
50
0
9915_72410
4
9
1,096
0
0
362
75
1
1,500
bus_only
1,961
1,096
503
166
262
602.9
8,961.5
8,358.6
0
0
1
0
0
0
50
0
9915_72410
5
9
1,519
0
0
549
0
0
1,500
bus_only
2,612
1,519
544
3
541
651.6
10,608.3
9,956.7
0
0
1
0
0
0
50
0
9915_72410
6
9
1,083
0
0
359
75
2
1,500
bus_only
1,945
1,083
503
166
262
602.9
8,961.5
8,358.6
0
0
1
0
0
0
50
0
9915_72410
7
9
1,315
0
0
218
0
0
1,500
bus_only
2,215
1,315
682
286
396
816.2
9,516
8,699.9
0
0
1
0
0
0
50
0
9915_72410
8
9
325
510
0
498
128
2
1,550
bus+train
2,273
835
940
286
526
1,126.3
8,392
1,592.3
5,673.4
0
1
1
0
1
50
0.020408
9915_72411
0
8
1,102
0
0
439
0
0
1,500
bus_only
1,545
1,102
4
3
1
3.8
8,516.9
8,513.1
0
0
1
0
0
18
19
0.947368
9915_72411
1
8
1,098
0
0
139
0
1
1,500
bus_only
1,241
1,098
4
3
1
3.8
8,508
8,504.2
0
0
1
0
0
1
19
0.052632
9915_72411
2
8
1,024
0
0
499
0
0
1,500
bus_only
1,920
1,024
397
3
394
474.3
8,615.4
8,141.1
0
0
1
0
0
0
19
0
9915_72411
3
8
1,041
0
0
139
0
1
1,500
bus_only
1,471
1,041
291
3
288
348.2
8,597.2
8,249
0
0
1
0
0
0
19
0
9915_72411
4
8
1,136
0
0
439
0
0
1,500
bus_only
1,994
1,136
419
3
416
501.3
9,384
8,882.7
0
0
1
0
0
0
19
0
9915_72411
5
8
1,013
0
0
280
0
1
1,500
bus_only
1,712
1,013
419
3
416
500.3
8,641.4
8,141.1
0
0
1
0
0
0
19
0
9915_72411
6
8
1,132
0
0
139
0
1
1,500
bus_only
1,690
1,132
419
3
416
501.3
9,375.1
8,873.8
0
0
1
0
0
0
19
0
9915_72411
7
8
1,088
0
0
230
0
0
1,500
bus_only
1,892
1,088
574
286
288
688.2
9,132.9
8,444.7
0
0
1
0
0
0
19
0
9915_9034956
0
9
475
0
0
577
0
0
1,500
bus_only
1,056
475
4
3
1
3.6
3,992.2
3,988.6
0
0
1
0
0
35
35
1
9915_9034956
1
9
427
0
0
150
75
1
1,500
bus_only
819
427
242
166
1
289.4
4,471.1
4,181.7
0
0
1
0
0
0
35
0
9915_9034956
2
9
512
0
0
66
0
0
1,500
bus_only
865
512
287
286
1
343.5
4,527.8
4,184.3
0
0
1
0
0
0
35
0
9915_9034956
3
9
464
0
0
560
0
1
1,500
bus_only
1,028
464
4
3
1
3.6
3,992.2
3,988.6
0
0
1
0
0
0
35
0
9915_9034956
4
9
407
0
0
637
0
0
1,500
bus_only
1,531
407
487
3
484
582.6
4,118.8
3,536.2
0
0
1
0
0
0
35
0
9915_9034956
5
9
396
0
0
620
0
1
1,500
bus_only
1,503
396
487
3
484
582.6
4,118.8
3,536.2
0
0
1
0
0
0
35
0
9915_9034956
6
9
444
0
0
126
0
0
1,500
bus_only
1,340
444
770
286
484
922.5
4,654.5
3,731.9
0
0
1
0
0
0
35
0
9915_9034956
7
9
359
0
0
210
75
1
1,500
bus_only
1,294
359
725
166
484
868.4
4,597.8
3,729.3
0
0
1
0
0
0
35
0
9915_9034956
8
9
2,009
0
0
637
0
0
1,500
bus_only
3,651
2,009
1,005
3
1,002
1,204.4
14,841.3
13,636.9
0
0
1
0
0
0
35
0
9915_9034958
0
4
434
0
0
501
0
0
1,500
bus_only
939
434
4
3
1
3.2
3,539.4
3,536.2
0
0
1
0
0
20
20
1
9915_9034958
1
4
423
0
0
170
0
1
1,500
bus_only
597
423
4
3
1
3.2
3,539.4
3,536.2
0
0
1
0
0
0
20
0
9915_9034958
2
4
497
0
0
561
0
0
1,500
bus_only
1,566
497
508
3
505
608.6
4,597.2
3,988.6
0
0
1
0
0
0
20
0
9915_9034958
3
4
486
0
0
230
0
1
1,500
bus_only
1,224
486
508
3
505
608.6
4,597.2
3,988.6
0
0
1
0
0
0
20
0
9915_9036837
0
3
942
0
0
228
0
0
1,500
bus_only
1,174
942
4
3
1
3.5
7,352.3
7,348.8
0
0
1
0
0
19
19
1
9915_9036837
1
3
879
0
0
288
0
0
1,500
bus_only
1,661
879
494
3
491
590.7
7,442
6,851.3
0
0
1
0
0
0
19
0
9915_9036837
2
3
1,378
0
0
288
0
0
1,500
bus_only
2,062
1,378
396
3
393
473.4
10,430.1
9,956.7
0
0
1
0
0
0
19
0
9915_9929
0
12
123
0
0
469
0
0
1,500
bus_only
596
123
4
3
1
3.6
691.6
688
0
0
1
0
0
51
52
0.980769
9915_9929
1
12
139
0
0
65
0
0
1,500
bus_only
477
139
273
272
1
326
942.4
616.3
0
0
1
0
0
1
52
0.019231
9915_9929
2
12
42
0
0
529
0
0
1,500
bus_only
947
42
376
3
373
450.4
780.5
330.1
0
0
1
0
0
0
52
0
9915_9929
3
12
157
0
0
710
0
1
1,500
bus_only
1,277
157
410
3
407
491.1
1,540.3
1,049.1
0
0
1
0
0
0
52
0