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_9950
0
6
114
0
0
41
0
0
1,500
bus_only
158
114
3
2
1
3
725.8
722.8
0
0
1
0
0
463
584
0.792808
9927_9950
1
6
116
0
0
99
0
0
1,500
bus_only
517
116
302
2
300
361.6
1,080.6
719
0
0
1
0
0
0
584
0
9927_9950
2
6
403
0
0
450
0
0
1,500
bus_only
1,021
403
168
2
166
201
2,452.5
2,251.6
0
0
1
0
0
66
584
0.113014
9927_9950
3
6
71
0
0
101
0
0
1,500
bus_only
583
71
411
2
409
492.5
850.3
357.8
0
0
1
0
0
0
584
0
9927_9950
4
6
160
0
0
121
0
0
1,500
bus_only
693
160
412
2
410
492.7
1,606
1,113.2
0
0
1
0
0
55
584
0.094178
9927_9950
5
6
342
0
0
260
0
0
1,500
bus_only
1,327
342
725
220
505
868.9
1,898.5
1,029.7
0
0
1
0
0
0
584
0
9928_10003
0
10
412
0
0
58
0
0
1,500
bus_only
491
412
21
12
9
24.3
1,123.6
1,099.3
0
0
1
0
0
27
27
1
9928_10003
1
10
271
0
0
112
0
0
1,500
bus_only
422
271
39
7
32
45
1,120.1
1,075.1
0
0
1
0
0
0
27
0
9928_10003
2
10
342
0
0
172
0
0
1,500
bus_only
832
342
318
7
311
379.1
1,760.4
1,381.3
0
0
1
0
0
0
27
0
9928_10003
3
10
195
0
0
172
0
0
1,500
bus_only
702
195
335
7
328
400.4
1,199
798.6
0
0
1
0
0
0
27
0
9928_10003
4
10
271
0
0
58
0
0
1,500
bus_only
684
271
355
12
343
425.2
1,223.9
798.7
0
0
1
0
0
0
27
0
9928_10003
5
10
548
0
0
118
0
0
1,500
bus_only
1,054
548
388
12
376
464.1
1,909.7
1,445.6
0
0
1
0
0
0
27
0
9928_10003
6
10
403
0
0
112
0
0
1,500
bus_only
988
403
473
7
466
565.8
2,179.1
1,613.4
0
0
1
0
0
0
27
0
9928_10003
7
10
444
0
0
200
0
1
1,500
bus_only
1,044
444
400
7
393
478.6
1,928.6
1,450
0
0
1
0
0
0
27
0
9928_10003
8
10
225
0
0
382
0
0
1,500
bus_only
1,221
225
614
207
407
736
1,877.8
1,141.8
0
0
1
0
0
0
27
0
9928_10003
9
10
190
0
0
382
0
0
1,500
bus_only
1,318
190
746
207
539
894.9
1,885
990.1
0
0
1
0
0
0
27
0
9928_13403
0
21
265
0
0
677
0
0
1,500
bus_only
952
265
10
7
3
11.2
1,450.2
1,439
0
0
1
0
0
0
46
0
9928_13403
1
21
410
0
0
333
115
2
1,500
bus_only
868
410
125
7
3
148.2
1,467.7
1,319.5
0
0
1
0
0
0
46
0
9928_13403
2
21
471
0
0
502
0
0
1,500
bus_only
996
471
23
12
11
26.7
1,472.3
1,445.6
0
0
1
0
0
46
46
1
9928_13403
3
21
292
0
0
715
0
0
1,500
bus_only
1,150
292
143
7
136
170.3
1,551.6
1,381.3
0
0
1
0
0
0
46
0
9928_13403
4
21
347
0
0
506
30
1
1,500
bus_only
1,026
347
173
7
136
206.2
1,588.2
1,382
0
0
1
0
0
0
46
0
9928_13403
5
21
295
0
0
737
0
0
1,500
bus_only
1,244
295
212
7
205
252
1,880.6
1,628.6
0
0
1
0
0
0
46
0
9928_13403
6
21
378
0
0
506
30
1
1,500
bus_only
1,118
378
234
7
197
279.4
1,770
1,490.5
0
0
1
0
0
0
46
0
9928_13403
7
21
346
0
0
562
0
0
1,500
bus_only
1,263
346
355
12
343
425
1,524.3
1,099.3
0
0
1
0
0
0
46
0
9928_13403
8
21
115
0
0
737
0
0
1,500
bus_only
1,220
115
368
7
361
440.1
1,504.3
1,064.2
0
0
1
0
0
0
46
0
9928_13403
9
21
467
0
0
393
115
2
1,500
bus_only
1,187
467
327
7
205
389
1,898.1
1,509.1
0
0
1
0
0
0
46
0
9928_13403
10
21
402
0
0
309
115
1
1,500
bus_only
1,141
402
430
7
308
513.6
2,381.8
1,868.3
0
0
1
0
0
0
46
0
9928_13403
11
21
317
0
0
309
115
1
1,500
bus_only
1,079
317
453
7
331
539.8
2,006
1,466.2
0
0
1
0
0
0
46
0
9928_13403
12
21
355
0
0
775
0
0
1,500
bus_only
1,570
355
440
7
433
526.1
2,198.9
1,672.8
0
0
1
0
0
0
46
0
9928_13403
13
21
228
0
0
216
0
0
1,500
bus_only
1,026
228
582
446
136
697.5
1,698.1
1,000.5
0
0
1
0
0
0
46
0
9928_13403
14
21
464
0
0
1,434
0
0
1,500
bus_only
2,293
464
395
7
388
472.1
2,318.9
1,846.8
0
0
1
0
0
0
46
0
9928_13403
15
21
271
0
0
393
115
2
1,500
bus_only
1,153
271
489
7
367
583.2
1,528
944.7
0
0
1
0
0
0
46
0
9928_13403
16
21
330
0
0
737
0
0
1,500
bus_only
1,620
330
553
7
546
661.9
2,602.4
1,940.6
0
0
1
0
0
0
46
0
9928_13403
17
21
543
0
0
502
0
0
1,500
bus_only
1,611
543
566
12
554
678.8
2,625.9
1,947.1
0
0
1
0
0
0
46
0
9928_13403
18
21
831
0
0
728
0
1
1,500
bus_only
2,000
831
441
7
434
527.3
2,350.7
1,823.4
0
0
1
0
0
0
46
0
9928_13403
19
21
259
0
0
216
0
0
1,500
bus_only
1,118
259
643
446
197
770.8
1,879.8
1,109.1
0
0
1
0
0
0
46
0
9928_13403
20
21
340
0
0
276
0
0
1,500
bus_only
1,492
340
876
446
430
1,048.8
2,507.9
1,459.1
0
0
1
0
0
0
46
0
9928_14496
0
15
1,018
0
0
226
0
0
1,500
bus_only
1,265
1,018
21
12
9
24.4
3,919.8
3,895.5
0
0
1
0
0
16
16
1
9928_14496
1
15
965
0
0
166
0
0
1,500
bus_only
1,378
965
247
12
235
295
3,987.9
3,692.9
0
0
1
0
0
0
16
0
9928_14496
2
15
1,091
0
0
166
0
0
1,500
bus_only
1,613
1,091
356
12
344
425.9
4,631.5
4,205.6
0
0
1
0
0
0
16
0
9928_14496
3
15
1,396
0
0
237
0
0
1,500
bus_only
1,956
1,396
323
7
316
385.9
4,787.9
4,401.9
0
0
1
0
0
0
16
0
9928_14496
4
15
1,389
0
0
379
0
0
1,500
bus_only
2,129
1,389
361
7
354
432.1
3,805.1
3,373.1
0
0
1
0
0
0
16
0
9928_14496
5
15
1,143
0
0
438
0
1
1,500
bus_only
1,942
1,143
361
7
354
432.1
4,146
3,713.9
0
0
1
0
0
0
16
0
9928_14496
6
15
1,327
0
0
504
0
1
1,500
bus_only
2,164
1,327
333
7
326
398.7
4,926.7
4,528.1
0
0
1
0
0
0
16
0
9928_14496
7
15
1,282
0
0
564
0
1
1,500
bus_only
2,193
1,282
347
7
340
415.4
4,852.3
4,437
0
0
1
0
0
0
16
0
9928_14496
8
15
1,367
0
0
504
0
1
1,500
bus_only
2,217
1,367
346
7
339
413.9
5,058.3
4,644.5
0
0
1
0
0
0
16
0
9928_14496
9
15
895
0
0
297
0
0
1,500
bus_only
1,707
895
515
7
508
616.5
3,871.8
3,255.3
0
0
1
0
0
0
16
0
9928_14496
10
15
857
0
0
226
0
0
1,500
bus_only
1,662
857
579
12
567
693.7
4,095.4
3,401.7
0
0
1
0
0
0
16
0
9928_14496
11
15
1,500
0
0
131
0
0
1,500
bus_only
2,164
1,500
533
207
326
639.4
4,712
4,072.6
0
0
1
0
0
0
16
0
9928_14496
12
15
1,455
0
0
131
0
0
1,500
bus_only
2,141
1,455
555
207
348
665.3
4,646.8
3,981.5
0
0
1
0
0
0
16
0
9928_14496
13
15
1,224
0
0
504
0
1
1,500
bus_only
2,208
1,224
480
7
473
575
4,896
4,321
0
0
1
0
0
0
16
0
9928_14496
14
15
1,397
0
0
131
0
0
1,500
bus_only
2,208
1,397
680
207
473
815.7
4,681.2
3,865.5
0
0
1
0
0
0
16
0
9928_1456
0
23
837
300
0
554
51
1
1,550
bus+train
1,779
1,137
88
7
30
102.8
6,715.5
3,290.9
3,321.8
0
1
1
0
16
16
1
9928_1456
1
23
2,012
0
0
987
4
1
1,500
bus_only
3,190
2,012
191
12
175
228.1
7,690.1
7,462
0
0
1
0
0
0
16
0
9928_1456
2
23
2,964
0
0
356
0
0
1,500
bus_only
3,475
2,964
155
7
148
184.1
8,130.8
7,946.8
0
0
1
0
0
0
16
0
9928_1456
3
23
2,453
0
0
657
0
1
1,500
bus_only
3,292
2,453
182
7
175
217.4
8,212.6
7,995.2
0
0
1
0
0
0
16
0
9928_1456
4
23
2,800
0
0
377
0
1
1,500
bus_only
3,478
2,800
301
7
294
359.7
8,066.8
7,707.1
0
0
1
0
0
0
16
0
9928_1456
5
23
2,957
0
0
377
0
1
1,500
bus_only
3,645
2,957
311
7
304
371.2
8,649.2
8,277.9
0
0
1
0
0
0
16
0
9928_1456
6
23
2,741
0
0
417
0
1
1,500
bus_only
3,505
2,741
347
7
340
415.2
8,938.7
8,523.5
0
0
1
0
0
0
16
0
9928_1456
7
23
2,759
0
0
356
0
0
1,500
bus_only
3,539
2,759
424
7
417
507.6
8,038.8
7,531.2
0
0
1
0
0
0
16
0
9928_1456
8
23
2,746
0
0
572
0
1
1,500
bus_only
3,694
2,746
376
7
369
449
8,314.4
7,865.4
0
0
1
0
0
0
16
0
9928_1456
9
23
3,133
0
0
356
0
0
1,500
bus_only
3,934
3,133
445
7
438
531.3
9,012.7
8,481.4
0
0
1
0
0
0
16
0
9928_1456
10
23
2,629
0
0
542
15
2
1,500
bus_only
3,562
2,629
391
7
369
466.1
7,676.1
7,210.1
0
0
1
0
0
0
16
0
9928_1456
11
23
2,574
0
0
657
0
1
1,500
bus_only
3,691
2,574
460
7
453
550.9
9,080.7
8,529.8
0
0
1
0
0
0
16
0
9928_1456
12
23
2,665
0
0
417
0
1
1,500
bus_only
3,571
2,665
489
7
482
585.9
8,824.5
8,238.5
0
0
1
0
0
0
16
0
9928_1456
13
23
2,369
0
0
882
5
1
1,500
bus_only
3,714
2,369
463
12
446
554.3
8,606.7
8,052.4
0
0
1
0
0
0
16
0
9928_1456
14
23
2,098
0
0
1,107
4
1
1,500
bus_only
3,667
2,098
462
12
446
553.7
8,625.2
8,071.4
0
0
1
0
0
0
16
0
9928_1456
15
23
2,224
0
0
987
4
1
1,500
bus_only
3,680
2,224
469
12
453
561.6
8,558.2
7,996.6
0
0
1
0
0
0
16
0
9928_1456
16
23
2,008
0
0
967
146
1
1,500
bus_only
3,516
2,008
541
12
383
647.1
8,472
7,824.9
0
0
1
0
0
0
16
0
9928_1456
17
23
2,111
0
0
1,121
4
1
1,500
bus_only
3,739
2,111
507
12
491
607.2
7,875.6
7,268.3
0
0
1
0
0
0
16
0
9928_1456
18
23
1,939
0
0
1,173
0
3
1,500
bus_only
3,502
1,939
390
7
383
466.2
7,025.1
6,558.9
0
0
1
0
0
0
16
0
9928_1456
19
23
2,628
0
0
477
0
1
1,500
bus_only
3,671
2,628
566
7
559
676.9
8,797.6
8,120.7
0
0
1
0
0
0
16
0
9928_1456
20
23
2,805
0
0
489
0
1
1,500
bus_only
3,839
2,805
545
7
538
653.2
8,113.5
7,460.3
0
0
1
0
0
0
16
0
9928_1456
21
23
2,982
0
0
384
0
1
1,500
bus_only
3,920
2,982
554
7
547
663.8
8,592.2
7,928.4
0
0
1
0
0
0
16
0
9928_1456
22
23
2,567
0
0
482
15
2
1,500
bus_only
3,609
2,567
560
7
538
670.3
7,642.7
6,972.5
0
0
1
0
0
0
16
0
9928_1457
0
25
1,092
450
0
285
35
1
1,550
bus+train
1,885
1,542
58
7
16
67.8
8,198.2
4,257.7
3,872.7
0
1
1
0
0
19
0
9928_1457
1
25
690
330
0
382
263
2
1,550
bus+train
1,757
1,020
355
7
85
423.4
6,825
2,723
3,678.5
0
1
1
0
19
19
1
9928_1457
2
25
1,465
0
0
1,336
0
0
1,500
bus_only
2,894
1,465
93
12
81
110.2
6,366.9
6,256.8
0
0
1
0
0
0
19
0
9928_1457
3
25
1,419
0
0
621
12
1
1,500
bus_only
2,149
1,419
109
12
85
127.7
6,360.2
6,232.5
0
0
1
0
0
0
19
0
9928_1457
4
25
2,242
0
0
321
0
1
1,500
bus_only
2,697
2,242
134
7
127
159.3
7,031
6,871.8
0
0
1
0
0
0
19
0
9928_1457
5
25
1,688
0
0
490
0
2
1,500
bus_only
2,312
1,688
134
7
127
159.3
5,874.8
5,715.6
0
0
1
0
0
0
19
0
9928_1457
6
25
2,020
0
0
245
0
1
1,500
bus_only
2,498
2,020
233
7
226
278.2
7,069.7
6,791.4
0
0
1
0
0
0
19
0
9928_1457
7
25
1,995
0
0
202
0
1
1,500
bus_only
2,453
1,995
256
7
249
306.3
7,045.5
6,739.2
0
0
1
0
0
0
19
0
9928_1457
8
25
1,245
0
0
688
0
2
1,500
bus_only
2,189
1,245
256
7
249
306.3
5,900.3
5,594
0
0
1
0
0
0
19
0
9928_1457
9
25
2,069
0
0
148
0
1
1,500
bus_only
2,530
2,069
313
7
306
374.7
7,448.1
7,073.4
0
0
1
0
0
0
19
0
9928_1457
10
25
1,505
0
0
551
0
3
1,500
bus_only
2,289
1,505
233
7
226
278.2
5,913.5
5,635.3
0
0
1
0
0
0
19
0
9928_1457
11
25
2,264
0
0
245
0
1
1,500
bus_only
2,838
2,264
329
7
322
392.8
7,700.2
7,307.4
0
0
1
0
0
0
19
0
9928_1457
12
25
1,313
0
0
621
12
1
1,500
bus_only
2,335
1,313
401
12
377
478.2
6,361.6
5,883.4
0
0
1
0
0
0
19
0
9928_1457
13
25
732
330
0
475
263
2
1,550
bus+train
1,925
1,062
388
7
118
463.6
7,043.2
2,901.1
3,678.5
0
1
1
0
0
19
0
9928_1457
14
25
1,535
0
0
610
12
2
1,500
bus_only
2,491
1,535
346
12
322
412.7
6,950
6,537.3
0
0
1
0
0
0
19
0
9928_1457
15
25
2,139
0
0
262
0
1
1,500
bus_only
2,800
2,139
399
7
392
477.1
7,794.9
7,317.8
0
0
1
0
0
0
19
0
9928_1457
16
25
1,600
0
0
621
12
1
1,500
bus_only
2,637
1,600
416
12
392
497
7,063.5
6,566.6
0
0
1
0
0
0
19
0
9928_1457
17
25
2,580
0
0
134
0
1
1,500
bus_only
3,084
2,580
370
7
363
442.1
8,905.8
8,463.6
0
0
1
0
0
0
19
0
9928_1457
18
25
1,343
0
0
1,396
0
0
1,500
bus_only
3,127
1,343
388
12
376
463.8
6,370.5
5,906.8
0
0
1
0
0
0
19
0
9928_1457
19
25
1,646
0
0
1,396
0
0
1,500
bus_only
3,442
1,646
400
12
388
478.5
7,068.3
6,589.8
0
0
1
0
0
0
19
0
9928_1457
20
25
2,198
0
0
143
0
0
1,500
bus_only
2,887
2,198
546
446
100
653.5
5,925.6
5,272.1
0
0
1
0
0
0
19
0
9928_1457
21
25
1,361
0
0
748
0
2
1,500
bus_only
2,552
1,361
443
7
436
529.9
6,702.5
6,172.6
0
0
1
0
0
0
19
0
9928_1457
22
25
1,943
0
0
305
0
1
1,500
bus_only
2,758
1,943
510
7
503
610.2
7,042.9
6,432.6
0
0
1
0
0
0
19
0
9928_1457
23
25
2,175
0
0
499
0
1
1,500
bus_only
3,154
2,175
480
7
473
573.9
8,082.1
7,508.2
0
0
1
0
0
0
19
0
9928_1457
24
25
1,601
0
0
803
12
2
1,500
bus_only
2,867
1,601
463
12
439
554.3
7,285.6
6,731.4
0
0
1
0
0
0
19
0