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
9966_9002925
0
7
1,408
0
0
295
0
0
1,500
bus_only
1,709
1,408
6
1
5
6.3
8,296.4
8,290.1
0
0
1
0
0
29
29
1
9966_9002925
1
7
1,350
0
0
337
0
1
1,500
bus_only
1,693
1,350
6
1
5
6.3
8,290
8,283.7
0
0
1
0
0
0
29
0
9966_9002925
2
7
1,381
0
0
295
0
0
1,500
bus_only
1,983
1,381
307
1
306
366.9
8,389.9
8,023
0
0
1
0
0
0
29
0
9966_9002925
3
7
1,323
0
0
337
0
1
1,500
bus_only
1,967
1,323
307
1
306
366.9
8,383.5
8,016.6
0
0
1
0
0
0
29
0
9966_9002925
4
7
1,465
0
0
295
0
0
1,500
bus_only
2,136
1,465
376
1
375
450
9,076.9
8,627
0
0
1
0
0
0
29
0
9966_9002925
5
7
491
540
0
551
164
2
1,550
bus+train
2,264
1,031
682
1
517
815.7
9,561.2
4,371.2
4,374.3
0
1
1
0
0
29
0
9966_9002925
6
7
0
690
0
734
135
1
1,550
train_only
2,264
690
840
188
517
1,006.6
8,075.6
0
7,069
0
0
1
0
0
29
0
9966_9002927
0
6
1,259
0
0
482
0
0
1,500
bus_only
1,743
1,259
2
1
1
1.2
8,024.2
8,023
0
0
1
0
0
32
32
1
9966_9002927
1
6
1,251
0
0
201
0
2
1,500
bus_only
1,518
1,251
66
1
65
78.2
8,000.5
7,922.3
0
0
1
0
0
0
32
0
9966_9002927
2
6
1,284
0
0
542
0
0
1,500
bus_only
2,110
1,284
284
1
283
339.7
8,629.8
8,290.1
0
0
1
0
0
0
32
0
9966_9002927
3
6
1,209
0
0
542
0
0
1,500
bus_only
2,255
1,209
504
1
503
602.5
8,168.7
7,566.1
0
0
1
0
0
0
32
0
9966_9002927
4
6
1,203
0
0
207
154
1
1,500
bus_only
1,919
1,203
509
71
284
609.1
9,943
9,333.9
0
0
1
0
0
0
32
0
9966_9002927
5
6
1,200
0
0
261
0
2
1,500
bus_only
1,965
1,200
504
1
503
602.5
8,125.5
7,522.9
0
0
1
0
0
0
32
0
9966_9002930
0
5
1,388
0
0
50
0
0
1,500
bus_only
1,445
1,388
7
1
6
6.8
7,572.9
7,566.1
0
0
1
0
0
14
14
1
9966_9002930
1
5
1,354
0
0
50
0
0
1,500
bus_only
1,833
1,354
429
1
428
513.3
7,702.6
7,189.4
0
0
1
0
0
0
14
0
9966_9002930
2
5
1,679
0
0
551
0
0
1,500
bus_only
2,480
1,679
250
1
249
298.7
8,621.2
8,322.5
0
0
1
0
0
0
14
0
9966_9002930
3
5
1,438
0
0
110
0
0
1,500
bus_only
2,044
1,438
496
1
495
593.6
8,616.6
8,023
0
0
1
0
0
0
14
0
9966_9002930
4
5
1,763
0
0
551
0
0
1,500
bus_only
2,823
1,763
509
1
508
609.4
9,400.1
8,790.7
0
0
1
0
0
0
14
0
9966_9002977
0
2
1,556
0
0
118
0
0
1,500
bus_only
1,676
1,556
2
1
1
1.1
10,078
10,076.9
0
0
1
0
0
40
40
1
9966_9002977
1
2
1,507
0
0
118
0
0
1,500
bus_only
2,008
1,507
383
1
382
458.4
10,196
9,737.6
0
0
1
0
0
0
40
0
9966_9006472
0
6
797
0
0
610
0
1
1,500
bus_only
1,409
797
2
1
1
1.3
5,310.5
5,309.1
0
0
1
0
0
11
13
0.846154
9966_9006472
1
6
716
0
0
290
0
1
1,500
bus_only
1,078
716
72
71
1
85.4
4,511.2
4,425.7
0
0
1
0
0
1
13
0.076923
9966_9006472
2
6
649
0
0
444
0
0
1,500
bus_only
1,409
649
316
315
1
378
4,386.9
4,008.9
0
0
1
0
0
0
13
0
9966_9006472
3
6
805
0
0
535
27
1
1,500
bus_only
1,369
805
29
1
1
33.2
5,311.2
5,278
0
0
1
0
0
1
13
0.076923
9966_9006472
4
6
688
0
0
219
0
1
1,500
bus_only
1,739
688
832
315
517
996.5
5,848
4,851.5
0
0
1
0
0
0
13
0
9966_9006472
5
6
0
330
0
1,801
0
0
1,550
train_only
2,847
330
716
188
528
857.4
5,058.4
0
4,201
0
0
1
0
0
13
0
9966_9006477
0
6
567
0
0
274
0
0
1,500
bus_only
848
567
7
1
6
7.2
3,212.7
3,205.4
0
0
1
0
0
42
42
1
9966_9006477
1
6
570
0
0
135
0
0
1,500
bus_only
1,149
570
444
1
443
532.2
3,436.4
2,904.3
0
0
1
0
0
0
42
0
9966_9006477
2
6
256
0
0
505
0
1
1,500
bus_only
1,351
256
590
71
519
707.1
2,592.7
1,885.7
0
0
1
0
0
0
42
0
9966_9006477
3
6
1,025
0
0
127
0
0
1,500
bus_only
1,746
1,025
594
204
390
711.7
3,260.2
2,548.5
0
0
1
0
0
0
42
0
9966_9006477
4
6
956
0
0
127
0
0
1,500
bus_only
1,729
956
646
204
442
774.6
3,091.1
2,316.6
0
0
1
0
0
0
42
0
9966_9006477
5
6
267
0
0
297
156
1
1,500
bus_only
1,310
267
746
71
519
893.1
2,677.8
1,784.7
0
0
1
0
0
0
42
0
9966_9006479
0
5
317
0
0
70
0
0
1,500
bus_only
464
317
77
71
6
92
1,631.8
1,539.8
0
0
1
0
0
16
16
1
9966_9006479
1
5
462
0
0
242
0
0
1,500
bus_only
766
462
62
1
61
73.8
2,665
2,591.1
0
0
1
0
0
0
16
0
9966_9006479
2
5
502
0
0
242
0
0
1,500
bus_only
1,157
502
413
1
412
494.8
3,399.1
2,904.3
0
0
1
0
0
0
16
0
9966_9006479
3
5
381
0
0
242
0
0
1,500
bus_only
1,052
381
429
1
428
513.6
2,674
2,160.4
0
0
1
0
0
0
16
0
9966_9006479
4
5
220
0
0
130
0
0
1,500
bus_only
905
220
555
71
484
664.8
1,760.9
1,096.1
0
0
1
0
0
0
16
0
9966_9006482
0
14
373
0
0
529
0
0
1,500
bus_only
909
373
7
1
6
7.3
2,111.7
2,104.4
0
0
1
0
0
21
21
1
9966_9006482
1
14
184
0
0
251
0
0
1,500
bus_only
512
184
77
71
6
91.4
1,187.5
1,096.1
0
0
1
0
0
0
21
0
9966_9006482
2
14
359
0
0
419
0
0
1,500
bus_only
854
359
76
1
75
89.6
2,250
2,160.4
0
0
1
0
0
0
21
0
9966_9006482
3
14
176
0
0
214
0
0
1,500
bus_only
697
176
307
71
236
366.9
1,396.3
1,029.4
0
0
1
0
0
0
21
0
9966_9006482
4
14
143
0
0
214
0
0
1,500
bus_only
724
143
367
71
296
439
1,262.4
823.4
0
0
1
0
0
0
21
0
9966_9006482
5
14
315
0
0
589
0
0
1,500
bus_only
1,238
315
334
1
333
398.4
2,200.6
1,802.2
0
0
1
0
0
0
21
0
9966_9006482
6
14
315
0
0
479
0
0
1,500
bus_only
1,154
315
360
1
359
430.2
2,201.3
1,771.1
0
0
1
0
0
0
21
0
9966_9006482
7
14
452
0
0
589
0
0
1,500
bus_only
1,520
452
479
1
478
572.1
3,120.2
2,548.1
0
0
1
0
0
0
21
0
9966_9006482
8
14
263
0
0
311
0
0
1,500
bus_only
1,123
263
549
71
478
656.2
2,195.9
1,539.8
0
0
1
0
0
0
21
0
9966_9006482
9
14
111
0
0
274
0
0
1,500
bus_only
964
111
579
71
508
692.4
1,305.5
613.1
0
0
1
0
0
0
21
0
9966_9006482
10
14
432
0
0
419
0
0
1,500
bus_only
1,409
432
558
1
557
668.1
3,259.2
2,591.1
0
0
1
0
0
0
21
0
9966_9006482
11
14
657
0
0
524
0
1
1,500
bus_only
1,771
657
590
55
535
706.5
3,161.6
2,455.1
0
0
1
0
0
0
21
0
9966_9006482
12
14
212
0
0
204
0
0
3,000
bus_only
1,171
212
755
218
537
903.9
1,747.3
843.5
0
0
1
0
0
0
21
0
9966_9006482
13
14
173
0
0
216
0
0
1,500
bus_only
1,243
173
854
346
508
1,023.4
1,682.9
659.5
0
0
1
0
0
0
21
0
9966_9011040
0
13
620
0
0
704
0
1
1,500
bus_only
1,326
620
2
1
1
1.5
2,513.9
2,512.4
0
0
1
0
0
13
13
1
9966_9011040
1
13
408
0
0
407
0
1
1,500
bus_only
992
408
177
71
106
211.9
2,638.7
2,426.9
0
0
1
0
0
0
13
0
9966_9011040
2
13
570
0
0
704
0
1
1,500
bus_only
1,463
570
189
1
188
226.2
2,571.9
2,345.7
0
0
1
0
0
0
13
0
9966_9011040
3
13
766
0
0
704
0
1
1,500
bus_only
1,711
766
241
1
240
288.4
3,014.1
2,725.7
0
0
1
0
0
0
13
0
9966_9011040
4
13
305
70
0
611
86
1
1,550
bus+train
1,308
375
322
1
235
384.6
2,778.2
1,586.4
807.2
0
1
1
0
0
13
0
9966_9011040
5
13
366
0
0
407
0
1
1,500
bus_only
1,150
366
377
71
306
451
2,667.3
2,216.3
0
0
1
0
0
0
13
0
9966_9011040
6
13
435
0
0
407
0
1
1,500
bus_only
1,213
435
371
71
300
443.7
3,230.4
2,786.7
0
0
1
0
0
0
13
0
9966_9011040
7
13
485
0
0
563
0
2
1,500
bus_only
1,489
485
441
71
370
527.5
2,689.8
2,162.3
0
0
1
0
0
0
13
0
9966_9011040
8
13
480
0
0
764
0
1
1,500
bus_only
1,715
480
471
1
470
562.7
2,641.8
2,079.1
0
0
1
0
0
0
13
0
9966_9011040
9
13
850
0
0
704
0
1
1,500
bus_only
2,008
850
454
1
453
543.7
3,519.1
2,975.4
0
0
1
0
0
0
13
0
9966_9011040
10
13
832
0
0
312
39
1
1,500
bus_only
1,715
832
571
71
461
683.8
7,771.4
7,087.6
0
0
1
0
0
0
13
0
9966_9011040
11
13
881
0
0
704
0
1
1,500
bus_only
2,126
881
541
1
540
648.6
3,725.9
3,077.3
0
0
1
0
0
0
13
0
9966_9011040
12
13
562
0
0
503
0
2
1,500
bus_only
1,627
562
562
71
491
673.4
3,041.7
2,368.3
0
0
1
0
0
0
13
0
9966_9034639
0
5
1,133
0
0
208
0
0
1,500
bus_only
1,343
1,133
2
1
1
1.6
5,663
5,661.4
0
0
1
0
0
40
41
1
9966_9034639
1
5
1,087
0
0
208
0
0
1,500
bus_only
1,593
1,087
298
1
297
356.3
5,754.9
5,398.6
0
0
1
0
0
0
41
0
9966_9034639
2
5
1,196
0
0
208
0
0
1,500
bus_only
1,621
1,196
217
1
216
259.7
6,113.1
5,853.5
0
0
1
0
0
0
41
0
9966_9034639
3
5
1,036
0
0
208
0
0
1,500
bus_only
1,693
1,036
449
1
448
537.2
5,795.7
5,258.6
0
0
1
0
0
0
41
0
9966_9034639
4
5
1,234
0
0
268
0
0
1,500
bus_only
2,008
1,234
506
1
505
606.1
6,745.6
6,139.5
0
0
1
0
0
0
41
0
9966_9286
0
2
1,270
0
0
578
0
0
1,500
bus_only
1,850
1,270
2
1
1
1.2
8,905.2
8,904
0
0
1
0
0
31
31
1
9966_9286
1
2
1,131
0
0
466
91
1
1,500
bus_only
2,098
1,131
501
71
339
600.1
9,206.3
8,606.1
0
0
1
0
0
0
31
0
9966_9300
0
2
1,358
0
0
231
0
0
1,500
bus_only
1,591
1,358
2
1
1
1.4
8,301.7
8,300.3
0
0
1
0
0
18
18
1
9966_9300
1
2
1,298
0
0
231
0
0
1,500
bus_only
1,781
1,298
252
1
251
301.7
8,379.2
8,077.5
0
0
1
0
0
0
18
0
9966_9305
0
11
1,093
0
0
563
0
0
1,500
bus_only
1,660
1,093
4
1
3
3.7
7,080.2
7,076.5
0
0
1
0
0
22
22
1
9966_9305
1
11
1,343
0
0
261
0
3
1,500
bus_only
1,608
1,343
4
1
3
3.7
10,221.9
10,218.2
0
0
1
0
0
0
22
0
9966_9305
2
11
1,050
0
0
623
0
0
1,500
bus_only
2,029
1,050
356
1
355
425.4
7,155.9
6,730.5
0
0
1
0
0
0
22
0
9966_9305
3
11
897
0
0
451
186
2
1,500
bus_only
1,608
897
260
71
3
310.5
8,426.1
8,115.6
0
0
1
0
0
0
22
0
9966_9305
4
11
1,135
0
0
563
0
0
1,500
bus_only
2,080
1,135
382
1
381
457.7
7,870.9
7,413.1
0
0
1
0
0
0
22
0
9966_9305
5
11
1,300
0
0
321
0
3
1,500
bus_only
1,977
1,300
356
1
355
425.4
10,297.5
9,872.2
0
0
1
0
0
0
22
0
9966_9305
6
11
1,385
0
0
261
0
3
1,500
bus_only
2,028
1,385
382
1
381
457.7
11,012.5
10,554.8
0
0
1
0
0
0
22
0
9966_9305
7
11
876
210
0
517
40
1
1,550
bus+train
2,149
1,086
546
71
435
653.9
8,430.3
6,018.9
1,757.6
0
1
1
0
0
22
0
9966_9305
8
11
854
0
0
511
186
2
1,500
bus_only
1,977
854
612
71
355
732.2
8,501.8
7,769.6
0
0
1
0
0
0
22
0
9966_9305
9
11
334
420
0
491
158
2
1,550
bus+train
1,883
754
638
71
409
763.6
10,926.5
3,087.4
7,075.4
0
1
1
0
0
22
0
9966_9305
10
11
939
0
0
451
186
2
1,500
bus_only
2,028
939
638
71
381
764.5
9,216.8
8,452.3
0
0
1
0
0
0
22
0
9966_9326
0
3
1,119
0
0
183
0
0
1,500
bus_only
1,304
1,119
2
1
1
1.1
7,742.3
7,741.2
0
0
1
0
0
33
33
1
9966_9326
1
3
1,063
0
0
183
0
0
1,500
bus_only
1,617
1,063
371
1
370
444
7,857.1
7,413.1
0
0
1
0
0
0
33
0
9966_9326
2
3
1,186
0
0
183
0
0
1,500
bus_only
1,749
1,186
380
1
379
454.5
8,532
8,077.5
0
0
1
0
0
0
33
0
9966_9332
0
4
1,356
0
0
382
0
0
1,500
bus_only
1,740
1,356
2
1
1
1.5
9,467.5
9,466
0
0
1
0
0
26
26
1
9966_9332
1
4
1,321
0
0
382
0
0
1,500
bus_only
2,059
1,321
356
1
355
425.8
9,577.5
9,151.7
0
0
1
0
0
0
26
0
9966_9332
2
4
1,386
0
0
382
0
0
1,500
bus_only
2,074
1,386
306
1
305
366.7
10,104.4
9,737.6
0
0
1
0
0
0
26
0
9966_9332
3
4
475
0
360
694
169
2
3,200
bus+gtx
2,238
835
709
71
469
848.2
13,713.7
4,475.8
0
8,389.7
1
0
1
0
26
0
9966_9339
0
15
1,493
0
0
568
0
0
1,500
bus_only
2,063
1,493
2
1
1
1.1
9,738.7
9,737.6
0
0
1
0
0
15
15
1
9966_9339
1
15
1,179
0
0
345
0
2
1,500
bus_only
1,840
1,179
316
315
1
377.8
8,772
8,394.2
0
0
1
0
0
0
15
0
9966_9339
2
15
1,462
0
0
568
0
0
1,500
bus_only
2,337
1,462
307
1
306
367.4
9,833.4
9,466
0
0
1
0
0
0
15
0
9966_9339
3
15
1,573
0
0
374
0
1
1,500
bus_only
2,019
1,573
72
71
1
85.2
12,892.5
12,807.3
0
0
1
0
0
0
15
0
9966_9339
4
15
1,547
0
0
628
0
0
1,500
bus_only
2,546
1,547
371
1
370
444.5
10,521.4
10,076.9
0
0
1
0
0
0
15
0
9966_9339
5
15
1,542
0
0
374
0
1
1,500
bus_only
2,293
1,542
377
71
306
451.5
12,987.2
12,535.7
0
0
1
0
0
0
15
0
9966_9339
6
15
1,493
0
0
377
0
2
1,500
bus_only
2,203
1,493
333
71
262
398.2
12,092.4
11,694.2
0
0
1
0
0
0
15
0
9966_9339
7
15
1,328
0
0
350
192
1
1,500
bus_only
2,203
1,328
525
71
262
627.4
10,767.9
10,140.5
0
0
1
0
0
0
15
0
9966_9339
8
15
1,419
0
0
317
0
2
1,500
bus_only
2,186
1,419
450
71
379
538.9
12,017.2
11,478.3
0
0
1
0
0
0
15
0