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_9339
9
15
1,602
0
0
317
0
2
1,500
bus_only
2,404
1,602
485
71
414
581.3
12,543.3
11,962
0
0
1
0
0
0
15
0
9966_9339
10
15
1,541
0
0
279
152
1
1,500
bus_only
2,422
1,541
602
71
379
720.9
12,259.7
11,538.8
0
0
1
0
0
0
15
0
9966_9339
11
15
1,254
0
0
290
192
1
1,500
bus_only
2,186
1,254
642
71
379
768.1
10,692.6
9,924.5
0
0
1
0
0
0
15
0
9966_9339
12
15
1,149
0
0
345
0
2
1,500
bus_only
2,115
1,149
621
315
306
744.1
8,866.7
8,122.6
0
0
1
0
0
0
15
0
9966_9339
13
15
1,437
0
0
290
192
1
1,500
bus_only
2,404
1,437
677
71
414
810.5
11,218.8
10,408.2
0
0
1
0
0
0
15
0
9966_9339
14
15
1,223
0
0
345
0
2
1,500
bus_only
2,256
1,223
688
315
373
824.2
9,549.3
8,725.1
0
0
1
0
0
0
15
0
9966_9345
0
3
1,088
0
0
266
0
0
1,500
bus_only
1,364
1,088
10
1
9
11.5
6,742
6,730.5
0
0
1
0
0
34
34
1
9966_9345
1
3
1,135
0
0
266
0
0
1,500
bus_only
1,798
1,135
397
1
396
475.4
7,551.9
7,076.5
0
0
1
0
0
0
34
0
9966_9345
2
3
1,035
0
0
251
0
1
1,500
bus_only
1,873
1,035
587
71
516
703.1
6,560.3
5,857.2
0
0
1
0
0
0
34
0
9966_9380
0
14
855
0
0
612
0
0
1,500
bus_only
1,469
855
2
1
1
1
5,259.6
5,258.6
0
0
1
0
0
22
22
1
9966_9380
1
14
765
0
0
559
0
1
1,500
bus_only
1,396
765
72
71
1
85.1
4,460.3
4,375.2
0
0
1
0
0
0
22
0
9966_9380
2
14
903
0
0
612
0
0
1,500
bus_only
1,674
903
159
1
158
190
5,588.6
5,398.6
0
0
1
0
0
0
22
0
9966_9380
3
14
813
0
0
559
0
1
1,500
bus_only
1,601
813
229
71
158
274.1
4,789.3
4,515.2
0
0
1
0
0
0
22
0
9966_9380
4
14
804
0
0
612
0
0
1,500
bus_only
1,688
804
272
1
271
325.5
5,343.3
5,017.8
0
0
1
0
0
0
22
0
9966_9380
5
14
717
0
0
672
0
0
1,500
bus_only
1,781
717
392
1
391
467.7
5,307.3
4,839.6
0
0
1
0
0
0
22
0
9966_9380
6
14
714
0
0
559
0
1
1,500
bus_only
1,615
714
342
71
271
409.6
4,544
4,134.5
0
0
1
0
0
0
22
0
9966_9380
7
14
953
0
0
612
0
0
1,500
bus_only
2,013
953
448
1
447
536.5
6,197.9
5,661.4
0
0
1
0
0
0
22
0
9966_9380
8
14
625
0
0
539
0
1
1,500
bus_only
1,626
625
462
71
391
551.8
4,508
3,956.2
0
0
1
0
0
0
22
0
9966_9380
9
14
693
0
0
539
0
1
1,500
bus_only
1,721
693
489
71
418
585.7
4,655.3
4,069.5
0
0
1
0
0
0
22
0
9966_9380
10
14
673
0
0
612
0
0
1,500
bus_only
1,828
673
543
1
542
650.2
5,132.2
4,482.1
0
0
1
0
0
0
22
0
9966_9380
11
14
1,012
0
0
612
0
0
1,500
bus_only
2,187
1,012
563
1
562
674.3
6,527.8
5,853.5
0
0
1
0
0
0
22
0
9966_9380
12
14
581
0
0
479
0
1
1,500
bus_only
1,673
581
613
71
542
734.2
4,332.9
3,598.7
0
0
1
0
0
0
22
0
9966_9380
13
14
754
0
0
504
70
2
1,500
bus_only
1,873
754
615
1
544
737
5,733.2
4,996.3
0
0
1
0
0
0
22
0
9966_9393
0
12
1,045
0
0
375
0
0
1,500
bus_only
1,422
1,045
2
1
1
1.3
5,019.1
5,017.8
0
0
1
0
0
44
44
1
9966_9393
1
12
759
0
0
587
0
2
1,500
bus_only
1,418
759
72
71
1
85.3
4,080.8
3,995.5
0
0
1
0
0
0
44
0
9966_9393
2
12
947
0
0
435
0
0
1,500
bus_only
1,583
947
201
1
200
238.7
5,078.3
4,839.6
0
0
1
0
0
0
44
0
9966_9393
3
12
936
0
0
403
12
1
1,500
bus_only
1,595
936
256
55
189
305.2
4,486.9
4,181.6
0
0
1
0
0
0
44
0
9966_9393
4
12
1,108
0
0
375
0
0
1,500
bus_only
1,755
1,108
272
1
271
325.5
5,584
5,258.6
0
0
1
0
0
0
44
0
9966_9393
5
12
685
0
0
417
0
1
1,500
bus_only
1,418
685
316
315
1
377.9
4,095.5
3,717.6
0
0
1
0
0
0
44
0
9966_9393
6
12
661
0
0
647
0
2
1,500
bus_only
1,579
661
271
71
200
322.8
4,140
3,817.3
0
0
1
0
0
0
44
0
9966_9393
7
12
1,162
0
0
375
0
0
1,500
bus_only
1,950
1,162
413
1
412
494.6
5,893.2
5,398.6
0
0
1
0
0
0
44
0
9966_9393
8
12
904
0
0
375
0
0
1,500
bus_only
1,825
904
546
1
545
653.9
5,136
4,482.1
0
0
1
0
0
0
44
0
9966_9393
9
12
587
0
0
477
0
1
1,500
bus_only
1,579
587
515
315
200
615.3
4,154.8
3,539.4
0
0
1
0
0
0
44
0
9966_9393
10
12
924
0
0
379
82
1
1,500
bus_only
1,941
924
638
71
485
763.6
5,398.1
4,634.5
0
0
1
0
0
0
44
0
9966_9393
11
12
618
0
0
587
0
2
1,500
bus_only
1,821
618
616
71
545
738
4,197.8
3,459.7
0
0
1
0
0
0
44
0
9966_9432
0
20
1,424
0
0
307
0
0
1,500
bus_only
1,736
1,424
5
1
4
4.5
8,049.1
8,044.7
0
0
1
0
0
4
16
0.25
9966_9432
1
20
616
180
0
350
160
1
1,550
bus+train
1,498
796
352
188
4
420.2
6,214.5
3,236
2,558.3
0
1
1
0
0
16
0
9966_9432
2
20
1,234
0
0
517
0
0
1,500
bus_only
2,017
1,234
266
1
265
317.8
7,274.8
6,957
0
0
1
0
0
12
16
0.75
9966_9432
3
20
1,189
0
0
426
0
1
1,500
bus_only
1,620
1,189
5
1
4
4.5
7,187.4
7,182.9
0
0
1
0
0
0
16
0
9966_9432
4
20
1,482
0
0
367
0
0
1,500
bus_only
2,159
1,482
310
1
309
370.6
8,693.1
8,322.5
0
0
1
0
0
0
16
0
9966_9432
5
20
1,402
0
0
307
0
0
1,500
bus_only
2,040
1,402
331
1
330
396
8,149.3
7,753.3
0
0
1
0
0
0
16
0
9966_9432
6
20
1,247
0
0
486
0
1
1,500
bus_only
2,043
1,247
310
1
309
370.6
7,831.3
7,460.7
0
0
1
0
0
0
16
0
9966_9432
7
20
1,167
0
0
426
0
1
1,500
bus_only
1,924
1,167
331
1
330
396
7,287.5
6,891.5
0
0
1
0
0
0
16
0
9966_9432
8
20
459
330
0
422
155
1
1,550
bus+train
1,596
789
385
188
42
460.7
7,038.7
2,377
4,201
0
1
1
0
0
16
0
9966_9432
9
20
1,288
0
0
517
0
0
1,500
bus_only
2,229
1,288
424
1
423
507.5
8,073.6
7,566.1
0
0
1
0
0
0
16
0
9966_9432
10
20
1,510
0
0
367
0
0
1,500
bus_only
2,384
1,510
507
1
506
606
9,210
8,604
0
0
1
0
0
0
16
0
9966_9432
11
20
1,294
0
0
486
0
1
1,500
bus_only
2,258
1,294
478
1
477
571.5
8,405.3
7,833.8
0
0
1
0
0
0
16
0
9966_9432
12
20
1,282
0
0
334
23
1
1,500
bus_only
2,133
1,282
517
71
423
618.3
7,295.7
6,677.4
0
0
1
0
0
0
16
0
9966_9432
13
20
1,234
0
0
394
23
1
1,500
bus_only
2,165
1,234
537
71
443
641.6
6,755.9
6,114.3
0
0
1
0
0
0
16
0
9966_9432
14
20
596
180
0
350
160
1
1,550
bus+train
1,739
776
613
188
265
733.5
6,295.5
3,003.6
2,558.3
0
1
1
0
0
16
0
9966_9432
15
20
384
330
0
482
155
1
1,550
bus+train
1,825
714
629
188
286
754.5
7,107.3
2,151.8
4,201
0
1
1
0
0
16
0
9966_9432
16
20
0
520
0
722
135
1
1,550
train_only
1,860
520
618
188
295
740.7
6,961.6
0
6,221
0
0
1
0
0
16
0
9966_9432
17
20
496
330
0
422
155
1
1,550
bus+train
1,909
826
661
188
318
792.3
7,675.1
2,681.8
4,201
0
1
1
0
0
16
0
9966_9432
18
20
340
330
0
482
155
1
1,550
bus+train
1,938
670
786
188
443
941.4
6,888.7
1,746.3
4,201
0
1
1
0
0
16
0
9966_9432
19
20
500
450
0
449
107
1
1,550
bus+train
2,174
950
775
188
480
928
8,078.7
2,362.9
4,787.9
0
1
1
0
0
16
0
9966_9568
0
7
1,081
0
0
56
0
0
1,500
bus_only
1,139
1,081
2
1
1
1.3
6,136.3
6,135
0
0
1
0
0
32
33
1
9966_9568
1
7
1,017
0
0
56
0
0
1,500
bus_only
1,311
1,017
238
1
237
284.6
6,209.7
5,925.1
0
0
1
0
0
0
33
0
9966_9568
2
7
1,207
0
0
56
0
0
1,500
bus_only
1,487
1,207
224
1
223
267.3
6,599.8
6,332.6
0
0
1
0
0
0
33
0
9966_9568
3
7
783
0
0
220
0
1
1,500
bus_only
1,405
783
402
1
401
481.6
4,700.8
4,219.2
0
0
1
0
0
0
33
0
9966_9568
4
7
996
0
0
56
0
0
1,500
bus_only
1,573
996
521
1
520
623.8
6,297.3
5,673.5
0
0
1
0
0
0
33
0
9966_9568
5
7
1,274
0
0
56
0
0
1,500
bus_only
1,888
1,274
558
1
557
669.1
7,304.8
6,635.8
0
0
1
0
0
0
33
0
9966_9568
6
7
896
0
0
280
0
1
1,500
bus_only
1,692
896
516
1
515
617.2
5,593.6
4,976.4
0
0
1
0
0
0
33
0
9966_9597
0
25
1,548
0
0
727
0
0
1,500
bus_only
2,277
1,548
2
1
1
1.1
7,106
7,104.8
0
0
1
0
0
22
23
0.956522
9966_9597
1
25
1,176
0
0
276
5
2
1,500
bus_only
1,529
1,176
77
71
1
91.2
4,635.7
4,544.5
0
0
1
0
0
0
23
0
9966_9597
2
25
1,479
0
0
727
0
0
1,500
bus_only
2,484
1,479
278
1
277
332.9
7,191.8
6,858.8
0
0
1
0
0
0
23
0
9966_9597
3
25
1,301
0
0
778
0
1
1,500
bus_only
2,081
1,301
2
1
1
1.1
6,244.2
6,243
0
0
1
0
0
1
23
0.043478
9966_9597
4
25
1,128
0
0
465
0
1
1,500
bus_only
1,665
1,128
72
71
1
85.2
5,688
5,602.7
0
0
1
0
0
0
23
0
9966_9597
5
25
1,507
0
0
335
30
1
1,500
bus_only
1,910
1,507
68
1
37
80
8,211.7
8,131.7
0
0
1
0
0
0
23
0
9966_9597
6
25
1,222
0
0
183
110
1
1,500
bus_only
1,587
1,222
182
71
1
216.7
6,579.8
6,363.2
0
0
1
0
0
0
23
0
9966_9597
7
25
1,232
0
0
778
0
1
1,500
bus_only
2,288
1,232
278
1
277
332.9
6,330
5,997.1
0
0
1
0
0
0
23
0
9966_9597
8
25
1,059
0
0
465
0
1
1,500
bus_only
1,872
1,059
348
71
277
417
5,773.8
5,356.7
0
0
1
0
0
0
23
0
9966_9597
9
25
1,607
0
0
335
30
1
1,500
bus_only
2,289
1,607
347
1
316
415.2
8,845.9
8,430.8
0
0
1
0
0
0
23
0
9966_9597
10
25
1,107
0
0
276
5
2
1,500
bus_only
1,736
1,107
353
71
277
423
4,721.5
4,298.5
0
0
1
0
0
0
23
0
9966_9597
11
25
1,730
0
0
336
84
1
1,500
bus_only
2,404
1,730
338
1
253
404.6
7,663
7,258.4
0
0
1
0
0
0
23
0
9966_9597
12
25
1,374
0
0
790
0
1
1,500
bus_only
2,472
1,374
308
1
307
368.9
6,192.1
5,823.2
0
0
1
0
0
0
23
0
9966_9597
13
25
1,153
0
0
183
110
1
1,500
bus_only
1,794
1,153
458
71
277
548.5
6,665.6
6,117.2
0
0
1
0
0
0
23
0
9966_9597
14
25
1,241
0
0
276
5
2
1,500
bus_only
1,900
1,241
383
71
307
458.9
5,276.3
4,817.3
0
0
1
0
0
0
23
0
9966_9597
15
25
1,592
0
0
727
0
0
1,500
bus_only
2,733
1,592
414
1
413
495.9
7,967.5
7,471.6
0
0
1
0
0
0
23
0
9966_9597
16
25
1,804
0
0
261
39
1
1,500
bus_only
2,477
1,804
412
71
302
492.7
11,586.1
11,093.4
0
0
1
0
0
0
23
0
9966_9597
17
25
1,186
0
0
324
26
1
1,500
bus_only
2,005
1,186
495
1
468
592.4
6,733
6,140.6
0
0
1
0
0
0
23
0
9966_9597
18
25
1,674
0
0
336
84
1
1,500
bus_only
2,456
1,674
446
1
361
533.5
7,663.7
7,130.1
0
0
1
0
0
0
23
0
9966_9597
19
25
1,345
0
0
778
0
1
1,500
bus_only
2,537
1,345
414
1
413
495.9
7,105.8
6,609.9
0
0
1
0
0
0
23
0
9966_9597
20
25
1,172
0
0
465
0
1
1,500
bus_only
2,121
1,172
484
71
413
580
6,549.5
5,969.6
0
0
1
0
0
0
23
0
9966_9597
21
25
1,436
0
0
727
0
0
1,500
bus_only
2,676
1,436
513
1
512
614.4
7,250.2
6,635.8
0
0
1
0
0
0
23
0
9966_9597
22
25
1,432
0
0
335
30
1
1,500
bus_only
2,303
1,432
536
1
505
642.5
8,347.6
7,705.1
0
0
1
0
0
0
23
0
9966_9597
23
25
1,266
0
0
183
110
1
1,500
bus_only
2,043
1,266
594
71
413
711.4
7,441.4
6,730
0
0
1
0
0
0
23
0
9966_9597
24
25
1,600
0
0
396
84
1
1,500
bus_only
2,567
1,600
571
1
486
682.7
7,651.3
6,968.6
0
0
1
0
0
0
23
0
9966_9618
0
24
968
0
0
639
0
0
1,500
bus_only
1,609
968
2
1
1
1.1
5,926.2
5,925.1
0
0
1
0
0
47
47
1
9966_9618
1
24
759
0
0
475
0
2
1,500
bus_only
1,366
759
132
71
61
156.8
4,661.3
4,504.5
0
0
1
0
0
0
47
0
9966_9618
2
24
1,032
0
0
699
0
0
1,500
bus_only
1,968
1,032
237
1
236
282.7
6,417.7
6,135
0
0
1
0
0
0
47
0
9966_9618
3
24
733
0
0
684
0
1
1,500
bus_only
1,419
733
2
1
1
1.1
4,371.8
4,370.6
0
0
1
0
0
0
47
0
9966_9618
4
24
757
0
0
567
5
2
1,500
bus_only
1,401
757
77
71
1
91.2
3,470
3,378.8
0
0
1
0
0
0
47
0
9966_9618
5
24
813
0
0
762
0
1
1,500
bus_only
1,791
813
216
1
215
257.9
5,546.1
5,288.2
0
0
1
0
0
0
47
0
9966_9618
6
24
947
0
0
639
0
0
1,500
bus_only
1,871
947
285
1
284
340.6
6,014.1
5,673.5
0
0
1
0
0
0
47
0
9966_9618
7
24
797
0
0
744
0
1
1,500
bus_only
1,778
797
237
1
236
282.7
4,863.2
4,580.6
0
0
1
0
0
0
47
0
9966_9618
8
24
1,134
0
0
639
0
0
1,500
bus_only
2,055
1,134
282
1
281
337.5
6,670.1
6,332.6
0
0
1
0
0
0
47
0
9966_9618
9
24
591
0
0
479
259
1
1,500
bus_only
1,401
591
331
71
1
394.8
3,795
3,400.2
0
0
1
0
0
0
47
0
9966_9618
10
24
974
0
0
624
0
1
1,500
bus_only
1,880
974
282
1
281
337.5
6,051.4
5,713.9
0
0
1
0
0
0
47
0
9966_9618
11
24
899
0
0
684
0
1
1,500
bus_only
1,865
899
282
1
281
337.5
5,115.7
4,778.1
0
0
1
0
0
0
47
0
9966_9618
12
24
690
0
0
475
0
2
1,500
bus_only
1,451
690
286
71
215
342
4,621.9
4,279.9
0
0
1
0
0
0
47
0