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_9618
13
24
794
0
0
475
0
2
1,500
bus_only
1,572
794
303
71
232
362.1
5,019.8
4,657.7
0
0
1
0
0
0
47
0
9966_9618
14
24
709
0
0
684
0
1
1,500
bus_only
1,754
709
361
1
360
432.7
4,483.3
4,050.6
0
0
1
0
0
0
47
0
9966_9618
15
24
892
0
0
624
0
1
1,500
bus_only
1,888
892
372
1
371
445.8
5,860.3
5,414.5
0
0
1
0
0
0
47
0
9966_9618
16
24
744
0
0
762
0
1
1,500
bus_only
1,899
744
393
1
392
470.9
5,332.9
4,862
0
0
1
0
0
0
47
0
9966_9618
17
24
662
0
0
475
0
2
1,500
bus_only
1,579
662
442
71
371
529.9
4,668.2
4,138.3
0
0
1
0
0
0
47
0
9966_9618
18
24
733
0
0
567
5
2
1,500
bus_only
1,736
733
436
71
360
522.8
3,581.6
3,058.8
0
0
1
0
0
0
47
0
9966_9618
19
24
615
0
0
475
0
2
1,500
bus_only
1,553
615
463
71
392
555
4,408.7
3,853.7
0
0
1
0
0
0
47
0
9966_9618
20
24
1,180
0
0
639
0
0
1,500
bus_only
2,324
1,180
505
1
504
605.5
7,241.3
6,635.8
0
0
1
0
0
0
47
0
9966_9618
21
24
655
0
0
539
259
1
1,500
bus_only
1,760
655
566
71
236
676.4
4,286.5
3,610.1
0
0
1
0
0
0
47
0
9966_9618
22
24
757
0
0
479
259
1
1,500
bus_only
1,847
757
611
71
281
731.2
4,538.9
3,807.7
0
0
1
0
0
0
47
0
9966_9618
23
24
896
0
0
617
95
1
1,500
bus_only
2,128
896
615
1
519
736.8
5,869.8
5,133
0
0
1
0
0
0
47
0
9966_9633
0
21
1,302
0
0
580
0
0
1,500
bus_only
1,884
1,302
2
1
1
1.5
6,860.3
6,858.8
0
0
1
0
0
13
13
1
9966_9633
1
21
1,074
0
0
327
38
2
1,500
bus_only
1,441
1,074
40
1
1
46.3
5,939.6
5,893.4
0
0
1
0
0
0
13
0
9966_9633
2
21
1,259
0
0
580
0
0
1,500
bus_only
2,091
1,259
252
1
251
301.3
6,937.1
6,635.8
0
0
1
0
0
0
13
0
9966_9633
3
21
1,042
0
0
710
0
1
1,500
bus_only
1,754
1,042
2
1
1
1.5
5,998.6
5,997.1
0
0
1
0
0
0
13
0
9966_9633
4
21
1,546
0
0
204
30
1
1,500
bus_only
1,828
1,546
78
1
47
92.1
8,522.9
8,430.8
0
0
1
0
0
0
13
0
9966_9633
5
21
1,586
0
0
204
30
1
1,500
bus_only
2,040
1,586
250
1
219
298.5
8,884.3
8,585.8
0
0
1
0
0
0
13
0
9966_9633
6
21
1,371
0
0
580
0
0
1,500
bus_only
2,230
1,371
279
1
278
333.6
7,438.4
7,104.8
0
0
1
0
0
0
13
0
9966_9633
7
21
1,096
0
0
651
0
1
1,500
bus_only
1,999
1,096
252
1
251
301.3
6,318.4
6,017.1
0
0
1
0
0
0
13
0
9966_9633
8
21
1,031
0
0
296
38
2
1,500
bus_only
1,617
1,031
290
1
251
346.1
6,016.4
5,670.3
0
0
1
0
0
0
13
0
9966_9633
9
21
1,111
0
0
710
0
1
1,500
bus_only
2,100
1,111
279
1
278
333.6
6,576.6
6,243
0
0
1
0
0
0
13
0
9966_9633
10
21
1,437
0
0
204
30
1
1,500
bus_only
1,973
1,437
332
1
301
397.6
8,529.3
8,131.7
0
0
1
0
0
0
13
0
9966_9633
11
21
1,388
0
0
463
0
1
1,500
bus_only
2,164
1,388
313
1
312
374.7
7,732.5
7,357.8
0
0
1
0
0
0
13
0
9966_9633
12
21
1,143
0
0
327
38
2
1,500
bus_only
1,787
1,143
317
1
278
378.3
6,517.7
6,139.4
0
0
1
0
0
0
13
0
9966_9633
13
21
1,060
0
0
296
38
2
1,500
bus_only
1,707
1,060
351
1
312
419.5
6,205.4
5,785.9
0
0
1
0
0
0
13
0
9966_9633
14
21
990
0
0
770
0
1
1,500
bus_only
2,139
990
379
1
378
453
6,099.2
5,646.2
0
0
1
0
0
0
13
0
9966_9633
15
21
1,629
0
0
204
30
1
1,500
bus_only
2,271
1,629
438
1
407
523.9
9,349.1
8,825.2
0
0
1
0
0
0
13
0
9966_9633
16
21
1,199
0
0
640
0
0
1,500
bus_only
2,336
1,199
497
1
496
593.9
6,926.5
6,332.6
0
0
1
0
0
0
13
0
9966_9633
17
21
940
0
0
459
77
2
1,500
bus_only
1,872
940
473
1
395
564.2
6,431.7
5,867.5
0
0
1
0
0
0
13
0
9966_9633
18
21
1,025
0
0
459
77
2
1,500
bus_only
1,969
1,025
485
1
407
578.7
6,867
6,288.3
0
0
1
0
0
0
13
0
9966_9633
19
21
1,036
0
0
711
0
1
1,500
bus_only
2,244
1,036
497
1
496
593.9
6,307.8
5,713.9
0
0
1
0
0
0
13
0
9966_9633
20
21
971
0
0
356
38
2
1,500
bus_only
1,862
971
535
1
496
638.6
6,005.8
5,367.1
0
0
1
0
0
0
13
0
9966_9683
0
9
849
0
0
336
0
0
1,500
bus_only
1,187
849
2
1
1
1.2
5,674.7
5,673.5
0
0
1
0
0
23
23
1
9966_9683
1
9
609
0
0
399
0
1
1,500
bus_only
1,234
609
226
1
225
270.4
4,321
4,050.6
0
0
1
0
0
0
23
0
9966_9683
2
9
870
0
0
336
0
0
1,500
bus_only
1,491
870
285
1
284
340.9
6,265.9
5,925.1
0
0
1
0
0
0
23
0
9966_9683
3
9
633
0
0
399
0
1
1,500
bus_only
1,317
633
285
1
284
340.9
4,711.5
4,370.6
0
0
1
0
0
0
23
0
9966_9683
4
9
806
0
0
396
0
0
1,500
bus_only
1,588
806
386
1
385
462.1
5,777.3
5,315.2
0
0
1
0
0
0
23
0
9966_9683
5
9
1,036
0
0
336
0
0
1,500
bus_only
1,875
1,036
503
1
502
602.6
6,935.2
6,332.6
0
0
1
0
0
0
23
0
9966_9683
6
9
934
0
0
396
0
0
1,500
bus_only
1,850
934
520
1
519
622.9
6,757.9
6,135
0
0
1
0
0
0
23
0
9966_9683
7
9
697
0
0
459
0
1
1,500
bus_only
1,676
697
520
1
519
622.9
5,203.5
4,580.6
0
0
1
0
0
0
23
0
9966_9683
8
9
1,082
0
0
336
0
0
1,500
bus_only
1,978
1,082
560
1
559
670.5
7,306.2
6,635.8
0
0
1
0
0
0
23
0
9966_9755
0
9
786
0
0
276
0
0
1,500
bus_only
1,068
786
6
1
5
6.1
4,488.2
4,482.1
0
0
1
0
0
206
206
1
9966_9755
1
9
713
0
0
149
0
1
1,500
bus_only
938
713
76
71
5
90.2
4,575
4,484.9
0
0
1
0
0
0
206
0
9966_9755
2
9
742
0
0
336
0
0
1,500
bus_only
1,265
742
187
1
186
222.7
4,536.3
4,313.6
0
0
1
0
0
0
206
0
9966_9755
3
9
669
0
0
209
0
1
1,500
bus_only
1,135
669
257
71
186
306.8
4,623.1
4,316.3
0
0
1
0
0
0
206
0
9966_9755
4
9
842
0
0
336
0
0
1,500
bus_only
1,652
842
474
1
473
567.7
5,482.3
4,914.6
0
0
1
0
0
0
206
0
9966_9755
5
9
684
0
0
276
0
0
1,500
bus_only
1,497
684
537
1
536
643.2
4,564.9
3,921.7
0
0
1
0
0
0
206
0
9966_9755
6
9
769
0
0
209
0
1
1,500
bus_only
1,522
769
544
71
473
651.8
5,569.1
4,917.4
0
0
1
0
0
0
206
0
9966_9755
7
9
611
0
0
149
0
1
1,500
bus_only
1,367
611
607
71
536
727.3
4,651.7
3,924.4
0
0
1
0
0
0
206
0
9966_9755
8
9
690
0
0
280
0
2
1,500
bus_only
1,547
690
577
71
506
691.3
5,507.2
4,816
0
0
1
0
0
0
206
0
9966_9760
0
10
442
0
0
282
0
0
1,500
bus_only
735
442
11
1
10
11.7
2,602.8
2,591.1
0
0
1
0
0
17
17
1
9966_9760
1
10
227
0
0
189
0
0
1,500
bus_only
808
227
392
315
77
469.5
1,717.4
1,247.9
0
0
1
0
0
0
17
0
9966_9760
2
10
451
0
0
529
0
0
1,500
bus_only
1,058
451
78
1
77
92.9
2,641
2,548.1
0
0
1
0
0
0
17
0
9966_9760
3
10
476
0
0
222
0
0
1,500
bus_only
1,041
476
343
1
342
411.1
3,315.4
2,904.3
0
0
1
0
0
0
17
0
9966_9760
4
10
366
0
0
222
0
0
1,500
bus_only
1,085
366
497
1
496
595.6
2,756
2,160.4
0
0
1
0
0
0
17
0
9966_9760
5
10
366
0
0
529
0
0
1,500
bus_only
1,466
366
571
1
570
684.6
2,788.9
2,104.4
0
0
1
0
0
0
17
0
9966_9760
6
10
207
0
0
373
93
1
1,500
bus_only
1,244
207
664
1
570
795.2
2,056.7
1,261.4
0
0
1
0
0
0
17
0
9966_9760
7
10
219
0
0
334
96
1
1,500
bus_only
1,223
219
670
1
573
802.5
2,020.3
1,217.8
0
0
1
0
0
0
17
0
9966_9760
8
10
212
0
0
273
90
1
1,500
bus_only
1,216
212
731
71
570
876.1
2,060.5
1,184.4
0
0
1
0
0
0
17
0
9966_9760
9
10
142
0
0
189
0
0
1,500
bus_only
1,216
142
885
315
570
1,061.2
1,865.4
804.2
0
0
1
0
0
0
17
0
9966_9767
0
3
742
0
0
275
0
0
1,500
bus_only
1,019
742
2
1
1
1.2
4,314.8
4,313.6
0
0
1
0
0
86
86
1
9966_9767
1
3
786
0
0
275
0
0
1,500
bus_only
1,252
786
191
1
190
228.7
4,710.9
4,482.1
0
0
1
0
0
0
86
0
9966_9767
2
3
684
0
0
275
0
0
1,500
bus_only
1,401
684
442
1
441
529.5
4,451.2
3,921.7
0
0
1
0
0
0
86
0
9966_9790
0
6
253
0
0
372
0
0
1,500
bus_only
640
253
15
1
14
17.3
1,321.5
1,304.2
0
0
1
0
0
64
64
1
9966_9790
1
6
190
0
0
350
0
0
1,500
bus_only
625
190
85
71
14
101.4
1,408.3
1,306.9
0
0
1
0
0
0
64
0
9966_9790
2
6
311
0
0
432
0
0
1,500
bus_only
1,048
311
305
1
304
363.6
1,950
1,586.4
0
0
1
0
0
0
64
0
9966_9790
3
6
248
0
0
410
0
0
1,500
bus_only
1,033
248
375
71
304
447.7
2,036.8
1,589.1
0
0
1
0
0
0
64
0
9966_9790
4
6
205
0
0
432
0
0
1,500
bus_only
1,062
205
425
1
424
508.4
1,401.8
893.4
0
0
1
0
0
0
64
0
9966_9790
5
6
141
0
0
410
0
0
1,500
bus_only
1,046
141
495
71
424
592.5
1,488.6
896.1
0
0
1
0
0
0
64
0
9966_9831
0
6
196
0
0
256
0
0
1,500
bus_only
454
196
2
1
1
1.1
894.5
893.4
0
0
1
0
0
48
48
1
9966_9831
1
6
77
0
0
296
0
0
1,500
bus_only
782
77
409
71
338
488.7
1,115.8
627.1
0
0
1
0
0
0
48
0
9966_9831
2
6
209
0
0
332
0
0
1,500
bus_only
906
209
365
55
310
436.6
1,155
718.3
0
0
1
0
0
0
48
0
9966_9831
3
6
582
0
0
498
0
1
1,500
bus_only
1,408
582
328
55
273
392.8
2,481.2
2,088.4
0
0
1
0
0
0
48
0
9966_9831
4
6
240
0
0
316
0
0
1,500
bus_only
971
240
415
1
414
496.1
1,800.3
1,304.2
0
0
1
0
0
0
48
0
9966_9831
5
6
488
0
0
558
0
1
1,500
bus_only
1,561
488
515
55
460
616.6
2,428.1
1,811.5
0
0
1
0
0
0
48
0
9966_9841
0
8
852
0
0
579
0
0
1,500
bus_only
1,436
852
5
1
4
5.5
4,802.2
4,796.7
0
0
1
0
0
19
19
1
9966_9841
1
8
809
0
0
248
38
1
1,500
bus_only
1,273
809
216
1
177
257.8
5,778.4
5,520.6
0
0
1
0
0
0
19
0
9966_9841
2
8
803
0
0
639
0
0
1,500
bus_only
1,792
803
350
1
349
418.1
4,857.7
4,439.5
0
0
1
0
0
0
19
0
9966_9841
3
8
930
0
0
310
38
2
1,500
bus_only
1,455
930
215
1
176
256.3
5,491.4
5,235.1
0
0
1
0
0
0
19
0
9966_9841
4
8
761
0
0
308
38
1
1,500
bus_only
1,455
761
386
1
347
460.6
5,489.1
5,028.5
0
0
1
0
0
0
19
0
9966_9841
5
8
983
0
0
370
38
2
1,500
bus_only
1,651
983
298
1
259
355.2
5,716.8
5,361.6
0
0
1
0
0
0
19
0
9966_9841
6
8
1,044
0
0
310
38
2
1,500
bus_only
1,852
1,044
498
1
459
595.5
6,152.6
5,557.2
0
0
1
0
0
0
19
0
9966_9841
7
8
1,066
0
0
370
38
2
1,500
bus_only
1,951
1,066
515
1
476
615.5
6,188.5
5,572.9
0
0
1
0
0
0
19
0
9967_109530
0
2
779
0
0
136
0
0
1,500
bus_only
926
779
11
1
10
12.4
4,382.1
4,369.7
0
0
1
0
0
28
28
1
9967_109530
1
2
889
0
0
136
0
0
1,500
bus_only
1,076
889
51
1
50
59.9
4,481.7
4,421.8
0
0
1
0
0
0
28
0
9967_109543
0
5
720
0
0
396
0
0
1,500
bus_only
1,118
720
2
1
1
1.3
3,700.6
3,699.3
0
0
1
0
0
17
17
1
9967_109543
1
5
641
0
0
396
0
0
1,500
bus_only
1,490
641
453
1
452
542.6
3,839.8
3,297.2
0
0
1
0
0
0
17
0
9967_109543
2
5
1,024
0
0
396
0
0
1,500
bus_only
1,494
1,024
74
1
73
87.9
5,189.2
5,101.3
0
0
1
0
0
0
17
0
9967_109543
3
5
1,323
0
0
677
0
1
1,500
bus_only
2,281
1,323
281
1
280
335.4
5,937.7
5,602.3
0
0
1
0
0
0
17
0
9967_109543
4
5
1,241
0
0
677
0
1
1,500
bus_only
2,245
1,241
327
1
326
391
5,769.3
5,378.3
0
0
1
0
0
0
17
0
9967_109625
0
8
632
0
0
615
0
0
1,500
bus_only
1,249
632
2
1
1
1.3
3,298.6
3,297.2
0
0
1
0
0
32
32
1
9967_109625
1
8
823
0
0
333
34
1
1,500
bus_only
1,192
823
36
1
1
41.9
4,939.8
4,897.9
0
0
1
0
0
0
32
0
9967_109625
2
8
544
0
0
675
0
0
1,500
bus_only
1,491
544
272
1
271
324.5
3,343.6
3,019.1
0
0
1
0
0
0
32
0
9967_109625
3
8
735
0
0
393
34
1
1,500
bus_only
1,434
735
306
1
271
365.1
4,984.8
4,619.7
0
0
1
0
0
0
32
0
9967_109625
4
8
1,207
0
0
474
0
1
1,500
bus_only
2,000
1,207
319
1
318
380.5
5,982.8
5,602.3
0
0
1
0
0
0
32
0
9967_109625
5
8
974
0
0
615
0
0
1,500
bus_only
1,970
974
381
1
380
456.5
5,557.7
5,101.3
0
0
1
0
0
0
32
0
9967_109625
6
8
709
0
0
675
0
0
1,500
bus_only
1,820
709
436
1
435
521.7
4,221
3,699.3
0
0
1
0
0
0
32
0
9967_109625
7
8
958
0
0
301
34
1
1,500
bus_only
1,784
958
525
1
490
628.4
4,430.8
3,802.4
0
0
1
0
0
0
32
0
9967_109673
0
5
532
0
0
273
0
0
1,500
bus_only
807
532
2
1
1
1.5
3,020.6
3,019.1
0
0
1
0
0
23
23
1
9967_109673
1
5
480
0
0
273
0
0
1,500
bus_only
1,010
480
257
1
256
307.1
3,099.1
2,791.9
0
0
1
0
0
0
23
0