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
9899_8447
1
6
296
0
0
78
0
0
1,500
bus_only
517
296
143
6
137
170.3
1,722.4
1,552.1
0
0
1
0
0
0
181
0
9899_8447
2
6
229
0
0
78
0
0
1,500
bus_only
584
229
277
6
271
331.3
1,521.8
1,190.5
0
0
1
0
0
0
181
0
9899_8447
3
6
344
0
0
200
0
0
1,500
bus_only
892
344
348
6
342
416.4
2,199.8
1,783.5
0
0
1
0
0
143
181
0.790055
9899_8447
4
6
357
0
0
138
0
0
1,500
bus_only
882
357
387
6
381
463
2,292.9
1,829.9
0
0
1
0
0
0
181
0
9899_8447
5
6
383
0
0
447
0
0
1,500
bus_only
2,131
383
1,301
328
973
1,559.4
3,884.1
2,324.7
0
0
1
0
0
0
181
0
9899_9003447
0
9
779
0
0
639
0
0
1,500
bus_only
1,425
779
7
6
1
7.5
3,744.8
3,737.3
0
0
1
0
0
20
24
0.833333
9899_9003447
1
9
769
0
0
564
0
1
1,500
bus_only
1,340
769
7
6
1
7.5
3,744.8
3,737.3
0
0
1
0
0
4
24
0.166667
9899_9003447
2
9
571
0
0
471
0
0
1,500
bus_only
1,508
571
466
328
138
557.4
3,498.7
2,941.3
0
0
1
0
0
0
24
0
9899_9003447
3
9
724
0
0
640
0
2
1,500
bus_only
1,508
724
144
6
138
171.8
3,786.7
3,614.9
0
0
1
0
0
0
24
0
9899_9003447
4
9
916
0
0
273
98
1
1,500
bus_only
1,508
916
319
83
138
380.9
4,435.6
4,054.7
0
0
1
0
0
0
24
0
9899_9003447
5
9
885
0
0
699
0
0
1,500
bus_only
2,042
885
458
6
452
547.9
4,687.8
4,139.9
0
0
1
0
0
0
24
0
9899_9003447
6
9
676
0
0
699
0
0
1,500
bus_only
1,892
676
517
6
511
620.1
3,901.4
3,281.4
0
0
1
0
0
0
24
0
9899_9003447
7
9
666
0
0
624
0
1
1,500
bus_only
1,807
666
517
6
511
620.1
3,901.4
3,281.4
0
0
1
0
0
0
24
0
9899_9003447
8
9
503
0
0
481
0
0
1,500
bus_only
1,823
503
839
328
511
1,005.6
3,613.4
2,607.7
0
0
1
0
0
0
24
0
9899_9003557
0
6
313
0
0
271
0
0
1,500
bus_only
591
313
7
6
1
7.5
1,559.5
1,552.1
0
0
1
0
0
37
182
0.20442
9899_9003557
1
6
275
0
0
271
0
0
1,500
bus_only
688
275
142
6
136
169.9
1,600.9
1,431
0
0
1
0
0
0
182
0
9899_9003557
2
6
365
0
0
475
0
0
1,500
bus_only
1,095
365
255
6
249
305
2,088.4
1,783.5
0
0
1
0
0
144
182
0.79558
9899_9003557
3
6
402
0
0
331
0
0
1,500
bus_only
1,024
402
291
6
285
347.6
2,177.5
1,829.9
0
0
1
0
0
0
182
0
9899_9003557
4
6
245
0
0
271
0
0
1,500
bus_only
897
245
381
6
375
456.3
1,646.8
1,190.5
0
0
1
0
0
0
182
0
9899_9003557
5
6
389
0
0
508
0
0
1,500
bus_only
2,130
389
1,233
328
905
1,477.4
3,802.1
2,324.7
0
0
1
0
0
0
182
0
9899_9003558
0
6
340
0
0
267
43
1
1,500
bus_only
664
340
57
6
8
66.1
1,988.3
1,922.1
0
0
1
0
0
14
16
0.875
9899_9003558
1
6
265
0
0
211
0
0
1,500
bus_only
803
265
327
6
321
390.4
1,821.4
1,431
0
0
1
0
0
2
16
0.125
9899_9003558
2
6
302
0
0
211
0
0
1,500
bus_only
933
302
420
6
414
502.4
2,054.4
1,552.1
0
0
1
0
0
0
16
0
9899_9003558
3
6
390
0
0
327
43
1
1,500
bus_only
1,274
390
557
6
508
666.9
3,058.6
2,391.6
0
0
1
0
0
0
16
0
9899_9003558
4
6
445
0
0
1,204
0
0
1,500
bus_only
2,485
445
836
328
508
1,001.9
3,796
2,794.2
0
0
1
0
0
0
16
0
9899_9003558
5
6
395
0
0
1,204
0
0
1,500
bus_only
2,679
395
1,080
328
752
1,293.3
3,618
2,324.7
0
0
1
0
0
0
16
0
9899_9003718
0
11
450
0
0
438
0
0
1,500
bus_only
895
450
7
6
1
7.2
2,239.5
2,232.3
0
0
1
0
0
64
67
0.955224
9899_9003718
1
11
440
0
0
226
0
1
1,500
bus_only
673
440
7
6
1
7.2
2,239.5
2,232.3
0
0
1
0
0
2
67
0.029851
9899_9003718
2
11
399
0
0
148
0
0
1,500
bus_only
755
399
208
6
202
247.5
2,348.2
2,100.7
0
0
1
0
0
1
67
0.014925
9899_9003718
3
11
435
0
0
250
0
1
1,500
bus_only
837
435
152
6
146
181
2,264.3
2,083.3
0
0
1
0
0
0
67
0
9899_9003718
4
11
342
0
0
148
0
0
1,500
bus_only
936
342
446
6
440
533.1
2,316.6
1,783.5
0
0
1
0
0
0
67
0
9899_9003718
5
11
431
0
0
148
0
0
1,500
bus_only
1,086
431
507
6
501
607.6
2,984.2
2,376.6
0
0
1
0
0
0
67
0
9899_9003718
6
11
537
0
0
438
0
0
1,500
bus_only
1,496
537
521
6
515
624.3
3,314
2,689.6
0
0
1
0
0
0
67
0
9899_9003718
7
11
545
0
0
190
0
1
1,500
bus_only
1,256
545
521
6
515
624.3
3,314.2
2,689.9
0
0
1
0
0
0
67
0
9899_9003718
8
11
288
0
0
214
187
1
1,500
bus_only
1,177
288
675
31
457
808.3
2,265.7
1,457.4
0
0
1
0
0
0
67
0
9899_9003718
9
11
188
0
0
69
0
0
1,500
bus_only
1,042
188
785
328
457
940.7
2,093.5
1,152.8
0
0
1
0
0
0
67
0
9899_9003718
10
11
365
0
0
204
0
0
1,500
bus_only
1,412
365
843
328
515
1,009.9
3,025.9
2,016
0
0
1
0
0
0
67
0
9899_9009402
0
14
640
0
0
683
43
1
1,500
bus_only
1,448
640
125
6
76
147.6
4,063.7
3,916.1
0
0
1
0
0
0
14
0
9899_9009402
1
14
456
230
0
434
128
1
1,550
bus+train
1,576
686
456
31
297
545.4
4,493.3
2,019.7
1,928.2
0
1
1
0
0
14
0
9899_9009402
2
14
675
0
0
612
0
0
1,500
bus_only
1,691
675
404
328
76
482.5
4,801.1
4,318.6
0
0
1
0
0
0
14
0
9899_9009402
3
14
643
0
0
659
43
1
1,500
bus_only
1,674
643
372
6
323
444.5
4,485.1
4,040.6
0
0
1
0
0
0
14
0
9899_9009402
4
14
825
0
0
622
43
1
1,500
bus_only
1,850
825
403
6
354
481.8
4,397.5
3,915.8
0
0
1
0
0
0
14
0
9899_9009402
5
14
573
330
0
500
85
1
1,550
bus+train
1,816
903
413
31
297
493.9
5,791.2
2,675.6
2,621.7
0
1
1
0
0
14
0
9899_9009402
6
14
594
0
0
623
43
1
1,500
bus_only
1,669
594
452
6
403
540.8
4,166.4
3,625.6
0
0
1
0
0
0
14
0
9899_9009402
7
14
928
0
0
626
0
1
1,500
bus_only
1,970
928
416
6
410
498.1
3,225.7
2,727.6
0
0
1
0
0
14
14
1
9899_9009402
8
14
711
0
0
622
43
1
1,500
bus_only
1,826
711
493
6
444
589.7
4,264
3,674.2
0
0
1
0
0
0
14
0
9899_9009402
9
14
841
0
0
686
0
1
1,500
bus_only
2,020
841
493
6
487
590.5
3,043.9
2,453.4
0
0
1
0
0
0
14
0
9899_9009402
10
14
1,019
0
0
471
23
2
1,500
bus_only
1,961
1,019
471
31
417
564.2
5,487.7
4,923.4
0
0
1
0
0
0
14
0
9899_9009402
11
14
857
0
0
475
90
2
1,500
bus_only
1,870
857
538
31
417
644.9
4,950
4,305.1
0
0
1
0
0
0
14
0
9899_9009402
12
14
629
0
0
552
0
0
1,500
bus_only
1,912
629
731
328
403
875.7
4,903.9
4,028.1
0
0
1
0
0
0
14
0
9899_9009402
13
14
740
0
0
371
90
1
1,500
bus_only
1,870
740
759
252
417
909.3
5,321.2
4,411.9
0
0
1
0
0
0
14
0
9899_9010043
0
6
384
0
0
682
43
1
1,500
bus_only
1,385
384
319
6
270
380
2,158
1,778
0
0
1
0
0
5
28
0.178571
9899_9010043
1
6
295
0
0
317
0
0
1,500
bus_only
1,083
295
471
6
465
563.9
2,116
1,552.1
0
0
1
0
0
23
28
0.821429
9899_9010043
2
6
259
0
0
317
0
0
1,500
bus_only
1,137
259
561
6
555
671.7
2,102.7
1,431
0
0
1
0
0
0
28
0
9899_9010043
3
6
434
0
0
424
38
1
1,500
bus_only
1,221
434
363
6
319
433.7
2,856.4
2,422.7
0
0
1
0
0
0
28
0
9899_9010043
4
6
332
0
0
471
43
1
1,500
bus_only
1,171
332
368
6
319
439
2,361.1
1,922.1
0
0
1
0
0
0
28
0
9899_9010043
5
6
374
0
0
150
0
0
1,500
bus_only
1,171
374
647
328
319
773.9
3,098.6
2,324.7
0
0
1
0
0
0
28
0
9899_9010053
0
7
192
0
0
241
0
0
1,500
bus_only
709
192
276
6
270
329.5
1,247.6
918
0
0
1
0
0
5
51
0.1
9899_9010053
1
7
172
0
0
241
0
0
1,500
bus_only
948
172
535
6
529
640.7
1,385.7
745
0
0
1
0
0
39
51
0.78
9899_9010053
2
7
575
0
0
214
0
0
1,500
bus_only
1,258
575
469
12
457
560.3
1,241.1
680.9
0
0
1
0
0
6
51
0.12
9899_9010053
3
7
508
0
0
214
0
0
1,500
bus_only
1,213
508
491
12
479
587.4
1,158.3
571
0
0
1
0
0
0
51
0
9899_9010053
4
7
438
0
0
214
0
0
1,500
bus_only
1,254
438
602
12
590
720.3
1,224.1
503.8
0
0
1
0
0
0
51
0
9899_9010053
5
7
374
0
0
214
0
0
1,500
bus_only
1,246
374
658
12
646
787.8
1,231.4
443.6
0
0
1
0
0
0
51
0
9899_9010053
6
7
307
0
0
214
0
0
1,500
bus_only
1,225
307
704
12
692
842.5
1,226.1
383.6
0
0
1
0
0
0
51
0
9899_9010089
0
12
205
0
0
441
0
0
1,500
bus_only
859
205
213
6
207
254.1
1,172.1
918
0
0
1
0
0
4
18
0.235294
9899_9010089
1
12
174
0
0
205
0
0
1,500
bus_only
786
174
407
6
401
486.7
1,314
827.2
0
0
1
0
0
2
18
0.117647
9899_9010089
2
12
185
0
0
441
0
0
1,500
bus_only
1,054
185
428
6
422
512.3
1,257.3
745
0
0
1
0
0
5
18
0.294118
9899_9010089
3
12
404
0
0
258
79
1
1,500
bus_only
895
404
233
6
148
278.4
1,544.7
1,266.2
0
0
1
0
0
0
18
0
9899_9010089
4
12
358
0
0
258
79
1
1,500
bus_only
900
358
284
6
199
339.8
1,500
1,160.2
0
0
1
0
0
0
18
0
9899_9010089
5
12
143
0
0
205
0
0
1,500
bus_only
824
143
476
6
470
570
1,160.8
590.8
0
0
1
0
0
6
18
0.352941
9899_9010089
6
12
563
0
0
184
0
0
1,500
bus_only
1,304
563
557
12
545
666
1,346.9
680.9
0
0
1
0
0
0
18
0
9899_9010089
7
12
496
0
0
184
0
0
1,500
bus_only
1,259
496
579
12
567
692.8
1,263.7
571
0
0
1
0
0
0
18
0
9899_9010089
8
12
438
0
0
184
0
0
1,500
bus_only
1,251
438
629
12
617
753
1,256.8
503.8
0
0
1
0
0
0
18
0
9899_9010089
9
12
374
0
0
184
0
0
1,500
bus_only
1,234
374
676
12
664
809.6
1,253.2
443.6
0
0
1
0
0
0
18
0
9899_9010089
10
12
1,013
0
0
128
0
0
1,500
bus_only
1,879
1,013
738
386
352
884.5
2,895.1
2,010.6
0
0
1
0
0
0
18
0
9899_9010089
11
12
664
0
0
188
0
0
1,500
bus_only
1,947
664
1,095
386
709
1,311.9
2,687.3
1,375.4
0
0
1
0
0
0
18
0
9899_9013827
0
9
345
0
0
482
0
0
1,500
bus_only
881
345
54
6
48
63.4
1,846.9
1,783.5
0
0
1
0
0
0
52
0
9899_9013827
1
9
291
0
0
422
0
0
1,500
bus_only
1,040
291
327
6
321
391.7
1,943.7
1,552.1
0
0
1
0
0
0
52
0
9899_9013827
2
9
400
0
0
422
0
0
1,500
bus_only
1,145
400
323
6
317
387.3
2,488
2,100.7
0
0
1
0
0
0
52
0
9899_9013827
3
9
258
0
0
422
0
0
1,500
bus_only
1,086
258
406
6
400
485.8
1,916.8
1,431
0
0
1
0
0
0
52
0
9899_9013827
4
9
232
0
0
422
0
0
1,500
bus_only
1,123
232
469
6
463
561.5
1,752.1
1,190.5
0
0
1
0
0
0
52
0
9899_9013827
5
9
409
0
0
878
0
0
1,500
bus_only
1,716
409
429
6
423
512.8
2,745.1
2,232.3
0
0
1
0
0
52
52
1
9899_9013827
6
9
300
0
0
247
187
1
1,500
bus_only
1,082
300
535
31
317
640.5
2,653.1
2,012.6
0
0
1
0
0
0
52
0
9899_9013827
7
9
239
0
0
198
0
0
1,500
bus_only
1,082
239
645
328
317
772.9
2,480.8
1,708
0
0
1
0
0
0
52
0
9899_9013827
8
9
246
0
0
437
0
0
1,500
bus_only
1,457
246
774
328
446
927.3
2,485.9
1,558.7
0
0
1
0
0
0
52
0
9899_9014545
0
10
732
0
0
563
0
0
1,500
bus_only
1,302
732
7
6
1
7.7
3,289
3,281.4
0
0
1
0
0
14
14
1
9899_9014545
1
10
685
0
0
286
175
1
1,500
bus_only
1,230
685
259
83
1
309.1
3,221.3
2,912.2
0
0
1
0
0
0
14
0
9899_9014545
2
10
909
0
0
563
0
0
1,500
bus_only
1,574
909
102
6
96
121.8
4,261.6
4,139.9
0
0
1
0
0
0
14
0
9899_9014545
3
10
560
0
0
341
0
0
1,500
bus_only
1,230
560
329
328
1
393.2
3,001
2,607.7
0
0
1
0
0
0
14
0
9899_9014545
4
10
632
0
0
563
0
0
1,500
bus_only
1,584
632
389
6
383
466.4
3,407.8
2,941.4
0
0
1
0
0
0
14
0
9899_9014545
5
10
796
0
0
809
0
1
1,500
bus_only
1,987
796
382
6
376
457
4,071.9
3,614.9
0
0
1
0
0
0
14
0
9899_9014545
6
10
819
0
0
623
0
0
1,500
bus_only
1,927
819
485
6
479
579.5
4,316.8
3,737.3
0
0
1
0
0
0
14
0
9899_9014545
7
10
585
0
0
286
175
1
1,500
bus_only
1,512
585
641
83
383
767.9
3,340.1
2,572.2
0
0
1
0
0
0
14
0
9899_9014545
8
10
460
0
0
341
0
0
1,500
bus_only
1,512
460
711
328
383
852
3,119.8
2,267.7
0
0
1
0
0
0
14
0
9899_9014545
9
10
991
0
0
1,141
0
1
1,500
bus_only
3,216
991
1,084
6
1,078
1,298.8
5,884.5
4,585.7
0
0
1
0
0
0
14
0
9899_9033345
0
6
417
0
0
512
47
1
1,500
bus_only
1,243
417
314
6
261
374.7
1,554.6
1,179.9
0
0
1
0
0
13
21
0.684211
9899_9033345
1
6
1,032
0
0
170
0
0
1,500
bus_only
1,589
1,032
387
386
1
463.2
2,473.8
2,010.6
0
0
1
0
0
0
21
0
9899_9033345
2
6
383
0
0
315
43
1
1,500
bus_only
1,155
383
457
6
408
546.5
2,938.1
2,391.6
0
0
1
0
0
6
21
0.315789
9899_9033345
3
6
691
0
0
230
0
0
1,500
bus_only
1,664
691
743
386
357
889.3
2,264.7
1,375.4
0
0
1
0
0
0
21
0
9899_9033345
4
6
434
0
0
509
0
0
1,500
bus_only
1,811
434
868
328
540
1,039.3
3,833.4
2,794.2
0
0
1
0
0
0
21
0