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
10019_72008
4
5
977
0
0
52
0
0
1,500
bus_only
1,424
977
395
1
394
473
6,891.7
6,418.7
0
0
1
0
0
0
17
0
10019_72012
0
8
1,269
0
0
352
0
1
1,500
bus_only
1,631
1,269
10
1
9
9.9
8,618.9
8,609
0
0
1
0
0
12
18
0.666667
10019_72012
1
8
1,335
0
0
354
23
1
1,500
bus_only
1,915
1,335
226
1
202
269.5
8,388.6
8,119.1
0
0
1
0
0
0
18
0
10019_72012
2
8
1,205
222
0
415
2
1
1,550
bus+train
2,086
1,427
244
1
241
290.1
10,173.2
7,564
2,319.1
0
1
1
0
0
18
0
10019_72012
3
8
1,431
0
0
414
23
1
1,500
bus_only
2,191
1,431
346
1
322
412.9
8,792.6
8,379.7
0
0
1
0
0
0
18
0
10019_72012
4
8
1,277
0
0
414
23
1
1,500
bus_only
2,170
1,277
479
1
455
572.4
8,347.5
7,775.1
0
0
1
0
0
0
18
0
10019_72012
5
8
1,374
0
0
543
0
2
1,500
bus_only
2,466
1,374
549
1
548
656.4
9,748
9,091.7
0
0
1
0
0
0
18
0
10019_72012
6
8
1,294
0
0
286
131
1
1,500
bus_only
2,260
1,294
680
1
548
813.5
9,661.2
8,847.7
0
0
1
0
0
0
18
0
10019_72012
7
8
1,377
0
0
598
273
1
1,500
bus_only
2,768
1,377
793
1
519
949.3
9,003.4
8,054.1
0
0
1
0
0
6
18
0.333333
10019_72262
0
2
1,167
0
0
144
0
0
1,500
bus_only
1,319
1,167
8
1
7
7.7
8,001.4
7,993.8
0
0
1
0
0
18
19
1
10019_72262
1
2
1,116
0
0
204
0
0
1,500
bus_only
1,859
1,116
539
1
538
645.7
8,175
7,529.2
0
0
1
0
0
0
19
0
10019_74616
0
5
511
0
0
234
0
0
1,500
bus_only
747
511
2
1
1
0.6
3,135.2
3,134.6
0
0
1
0
0
37
42
0.880952
10019_74616
1
5
505
0
0
238
0
1
1,500
bus_only
745
505
2
1
1
0.6
3,135.2
3,134.6
0
0
1
0
0
5
42
0.119048
10019_74616
2
5
477
0
0
234
0
0
1,500
bus_only
1,060
477
349
1
348
417.8
3,243.3
2,825.5
0
0
1
0
0
0
42
0
10019_74616
3
5
470
0
0
238
0
1
1,500
bus_only
1,057
470
349
1
348
417.8
3,243.3
2,825.5
0
0
1
0
0
0
42
0
10019_74616
4
5
542
0
0
234
0
0
1,500
bus_only
1,238
542
462
1
461
553.4
4,097.9
3,544.6
0
0
1
0
0
0
42
0
10019_74617
0
3
608
0
0
103
0
0
1,500
bus_only
713
608
2
1
1
0.6
3,545.2
3,544.6
0
0
1
0
0
30
30
1
10019_74617
1
3
688
0
0
103
0
0
1,500
bus_only
1,035
688
244
1
243
291.7
4,052.1
3,760.4
0
0
1
0
0
0
30
0
10019_74617
2
3
577
0
0
103
0
0
1,500
bus_only
1,143
577
463
1
462
553.6
3,688.3
3,134.6
0
0
1
0
0
0
30
0
10019_7646
0
3
1,156
0
0
217
0
0
1,500
bus_only
1,375
1,156
2
1
1
1.1
7,530.4
7,529.2
0
0
1
0
0
27
27
1
10019_7646
1
3
1,067
0
0
217
0
0
1,500
bus_only
1,768
1,067
484
1
483
579.4
7,679.8
7,100.4
0
0
1
0
0
0
27
0
10019_7646
2
3
1,208
0
0
277
0
0
1,500
bus_only
1,990
1,208
505
1
504
603
8,596.8
7,993.8
0
0
1
0
0
0
27
0
10019_8000365
0
2
606
0
0
163
0
0
1,500
bus_only
771
606
2
1
1
0.6
4,378.4
4,377.8
0
0
1
0
0
93
94
1
10019_8000365
1
2
564
0
0
163
0
0
1,500
bus_only
1,156
564
429
1
428
512.7
4,510.7
3,998.1
0
0
1
0
0
0
94
0
10019_8002844
0
2
633
0
0
267
0
0
1,500
bus_only
902
633
2
1
1
0.4
3,760.8
3,760.4
0
0
1
0
0
22
22
1
10019_8002844
1
2
553
0
0
267
0
0
1,500
bus_only
1,064
553
244
1
243
291.8
3,836.4
3,544.6
0
0
1
0
0
0
22
0
10019_8423
0
5
144
0
0
74
0
0
1,500
bus_only
226
144
8
1
7
8
804
795.9
0
0
1
0
0
84
84
1
10019_8423
1
5
75
0
0
74
0
0
1,500
bus_only
501
75
352
1
351
420.2
910.4
490.2
0
0
1
0
0
0
84
0
10019_8423
2
5
226
0
0
74
0
0
1,500
bus_only
693
226
393
1
392
469.9
1,619.5
1,149.6
0
0
1
0
0
0
84
0
10019_8423
3
5
160
0
0
910
0
0
1,500
bus_only
1,559
160
489
75
414
584.8
1,063.1
478.4
0
0
1
0
0
0
84
0
10019_8423
4
5
204
0
0
910
0
0
1,500
bus_only
1,665
204
551
75
476
659.3
1,256.6
597.3
0
0
1
0
0
0
84
0
10019_8471
0
4
205
0
0
40
0
0
1,500
bus_only
258
205
13
1
12
13.5
1,163.1
1,149.6
0
0
1
0
0
32
46
0.695652
10019_8471
1
4
126
0
0
40
0
0
1,500
bus_only
563
126
397
1
396
474.3
1,270.3
795.9
0
0
1
0
0
0
46
0
10019_8471
2
4
244
0
0
363
0
0
1,500
bus_only
1,009
244
402
1
401
480.8
1,991.5
1,510.8
0
0
1
0
0
14
46
0.304348
10019_8471
3
4
307
0
0
363
0
0
1,500
bus_only
1,217
307
547
1
546
654.6
2,476.6
1,822
0
0
1
0
0
0
46
0
10019_8596
0
3
407
0
0
292
0
0
1,500
bus_only
707
407
8
1
7
7.7
2,608.4
2,600.8
0
0
1
0
0
89
89
1
10019_8596
1
3
361
0
0
292
0
0
1,500
bus_only
970
361
317
1
316
379.2
2,693.8
2,314.6
0
0
1
0
0
0
89
0
10019_8596
2
3
484
0
0
352
0
0
1,500
bus_only
1,095
484
259
1
258
309.4
3,135
2,825.5
0
0
1
0
0
0
89
0
10019_8639
0
3
512
0
0
234
0
0
1,500
bus_only
748
512
2
1
1
0.7
2,826.2
2,825.5
0
0
1
0
0
54
54
1
10019_8639
1
3
448
0
0
234
0
0
1,500
bus_only
937
448
255
1
254
303.9
2,904.6
2,600.8
0
0
1
0
0
0
54
0
10019_8639
2
3
543
0
0
234
0
0
1,500
bus_only
1,126
543
349
1
348
417.2
3,551.8
3,134.6
0
0
1
0
0
0
54
0
10019_8912
0
2
773
0
0
214
0
0
1,500
bus_only
1,005
773
18
1
17
19.6
5,124
5,104.5
0
0
1
0
0
30
30
1
10019_8912
1
2
896
0
0
214
0
0
1,500
bus_only
1,681
896
571
1
570
683.1
6,282.9
5,599.9
0
0
1
0
0
0
30
0
10019_8970
0
3
841
0
0
224
0
0
1,500
bus_only
1,067
841
2
1
1
0.7
5,600.6
5,599.9
0
0
1
0
0
14
14
1
10019_8970
1
3
740
0
0
224
0
0
1,500
bus_only
1,523
740
559
1
558
668.7
5,773.1
5,104.5
0
0
1
0
0
0
14
0
10019_8970
2
3
894
0
0
284
0
0
1,500
bus_only
1,584
894
406
1
405
485.1
6,454.3
5,969.2
0
0
1
0
0
0
14
0
10019_9000416
0
6
591
0
0
606
0
0
1,500
bus_only
1,204
591
7
1
6
6.9
4,005
3,998.1
0
0
1
0
0
87
88
0.988636
10019_9000416
1
6
684
0
0
287
122
1
1,500
bus_only
1,100
684
129
1
6
152.3
5,179.5
5,027.3
0
0
1
0
0
1
88
0.011364
10019_9000416
2
6
558
0
0
606
0
0
1,500
bus_only
1,540
558
376
1
375
449.8
4,110
3,660.3
0
0
1
0
0
0
88
0
10019_9000416
3
6
636
0
0
666
0
0
1,500
bus_only
1,723
636
421
1
420
502.5
4,880.3
4,377.8
0
0
1
0
0
0
88
0
10019_9000416
4
6
651
0
0
287
122
1
1,500
bus_only
1,436
651
498
1
375
595.2
5,284.6
4,689.4
0
0
1
0
0
0
88
0
10019_9000416
5
6
729
0
0
347
122
1
1,500
bus_only
1,619
729
543
1
420
647.8
6,054.8
5,407
0
0
1
0
0
0
88
0
10019_9000419
0
3
574
0
0
439
0
0
1,500
bus_only
1,024
574
11
1
10
12.2
3,672.5
3,660.3
0
0
1
0
0
87
87
1
10019_9000419
1
3
607
0
0
439
0
0
1,500
bus_only
1,419
607
373
1
372
446
4,444.1
3,998.1
0
0
1
0
0
0
87
0
10019_9000419
2
3
542
0
0
499
0
0
1,500
bus_only
1,587
542
546
1
545
653.2
3,833.2
3,180
0
0
1
0
0
0
87
0
10019_9000421
0
2
492
0
0
94
0
0
1,500
bus_only
596
492
10
1
9
10.8
3,190.8
3,180
0
0
1
0
0
46
46
1
10019_9000421
1
2
523
0
0
94
0
0
1,500
bus_only
1,150
523
533
1
532
638.2
4,298.5
3,660.3
0
0
1
0
0
0
46
0
10019_9000429
0
5
685
0
0
272
27
1
1,500
bus_only
986
685
29
1
1
32.9
3,378.6
3,345.7
0
0
1
0
0
3
13
0.230769
10019_9000429
1
5
431
0
0
272
123
1
1,500
bus_only
1,186
431
483
1
359
576.9
2,874.9
2,298
0
0
1
0
0
0
13
0
10019_9000429
2
5
450
0
0
572
0
0
1,500
bus_only
1,290
450
268
1
267
319.5
2,471.8
2,152.3
0
0
1
0
0
10
13
0.769231
10019_9000429
3
5
713
0
0
272
27
1
1,500
bus_only
1,311
713
326
1
298
389.4
3,999.3
3,609.9
0
0
1
0
0
0
13
0
10019_9000429
4
5
604
0
0
332
27
1
1,500
bus_only
1,296
604
360
1
332
429.7
3,456.7
3,027
0
0
1
0
0
0
13
0
10019_9000430
0
2
418
0
0
242
0
0
1,500
bus_only
666
418
6
1
5
5.8
2,158.1
2,152.3
0
0
1
0
0
60
60
1
10019_9000430
1
2
334
0
0
242
0
0
1,500
bus_only
946
334
370
1
369
441.9
2,263.8
1,822
0
0
1
0
0
0
60
0
10019_9000432
0
6
311
0
0
152
0
0
1,500
bus_only
469
311
6
1
5
5.8
1,827.8
1,822
0
0
1
0
0
61
63
0.968254
10019_9000432
1
6
248
0
0
152
0
0
1,500
bus_only
750
248
350
1
349
418.2
1,929
1,510.8
0
0
1
0
0
0
63
0
10019_9000432
2
6
395
0
0
152
0
0
1,500
bus_only
924
395
377
1
376
450.7
2,603
2,152.3
0
0
1
0
0
0
63
0
10019_9000432
3
6
242
0
0
133
0
0
1,500
bus_only
777
242
402
1
401
481.1
2,137.6
1,656.5
0
0
1
0
0
1
63
0.015873
10019_9000432
4
6
347
0
0
133
0
0
1,500
bus_only
995
347
515
1
514
617
2,543.4
1,926.5
0
0
1
0
0
0
63
0
10019_9000432
5
6
202
0
0
133
0
0
1,500
bus_only
882
202
547
1
546
655.2
1,804.8
1,149.6
0
0
1
0
0
1
63
0.015873
10019_9000433
0
5
302
0
0
63
0
0
1,500
bus_only
371
302
6
1
5
5.7
1,516.5
1,510.8
0
0
1
0
0
54
54
1
10019_9000433
1
5
272
0
0
47
0
0
1,500
bus_only
481
272
162
1
161
193.3
1,849.8
1,656.5
0
0
1
0
0
0
54
0
10019_9000433
2
5
436
0
0
63
0
0
1,500
bus_only
853
436
354
1
353
422.9
2,244.9
1,822
0
0
1
0
0
0
54
0
10019_9000433
3
5
237
0
0
47
0
0
1,500
bus_only
696
237
412
1
411
492.6
1,642.3
1,149.6
0
0
1
0
0
0
54
0
10019_9000433
4
5
335
0
0
47
0
0
1,500
bus_only
837
335
455
1
454
543.9
2,470.3
1,926.5
0
0
1
0
0
0
54
0
10019_9001355
0
6
352
0
0
262
0
0
1,500
bus_only
621
352
7
1
6
6.6
1,933.1
1,926.5
0
0
1
0
0
53
92
0.576087
10019_9001355
1
6
286
0
0
262
0
0
1,500
bus_only
857
286
309
1
308
369.6
2,026.1
1,656.5
0
0
1
0
0
0
92
0
10019_9001355
2
6
379
0
0
349
0
0
1,500
bus_only
1,033
379
305
1
304
363.2
2,577.4
2,214.2
0
0
1
0
0
39
92
0.423913
10019_9001355
3
6
411
0
0
322
0
0
1,500
bus_only
1,161
411
428
1
427
511.4
2,826
2,314.6
0
0
1
0
0
0
92
0
10019_9001355
4
6
295
0
0
408
0
0
1,500
bus_only
1,159
295
456
1
455
545.7
2,056.4
1,510.8
0
0
1
0
0
0
92
0
10019_9001355
5
6
361
0
0
348
0
0
1,500
bus_only
1,234
361
525
1
524
628.8
2,450.7
1,822
0
0
1
0
0
0
92
0
10019_9003078
0
6
420
0
0
330
0
1
1,500
bus_only
763
420
13
1
12
13.9
2,531.5
2,517.6
0
0
1
0
0
9
55
0.163636
10019_9003078
1
6
347
0
0
330
0
1
1,500
bus_only
1,031
347
354
1
353
423.3
2,637.5
2,214.2
0
0
1
0
0
0
55
0
10019_9003078
2
6
362
0
0
438
0
0
1,500
bus_only
1,066
362
266
1
265
317.3
2,531.5
2,214.2
0
0
1
0
0
46
55
0.836364
10019_9003078
3
6
480
0
0
390
0
1
1,500
bus_only
1,194
480
324
1
323
385.8
3,214.5
2,828.7
0
0
1
0
0
0
55
0
10019_9003078
4
6
438
0
0
403
0
2
1,500
bus_only
1,247
438
406
1
405
485.3
3,372.2
2,886.9
0
0
1
0
0
0
55
0
10019_9003078
5
6
632
0
0
403
0
2
1,500
bus_only
1,486
632
451
1
450
539.9
4,075.8
3,535.9
0
0
1
0
0
0
55
0
10019_9003080
0
5
320
0
0
152
0
1
1,500
bus_only
474
320
2
1
1
1.1
2,215.3
2,214.2
0
0
1
0
0
8
65
0.123077
10019_9003080
1
5
303
0
0
134
0
0
1,500
bus_only
679
303
242
1
241
288.8
2,215.3
1,926.5
0
0
1
0
0
4
65
0.061538
10019_9003080
2
5
331
0
0
600
0
0
1,500
bus_only
933
331
2
1
1
1.1
2,215.3
2,214.2
0
0
1
0
0
53
65
0.815385
10019_9003080
3
5
354
0
0
134
0
0
1,500
bus_only
824
354
336
1
335
400.8
2,715.5
2,314.6
0
0
1
0
0
0
65
0
10019_9003080
4
5
397
0
0
152
0
1
1,500
bus_only
892
397
343
1
342
409.7
2,927.3
2,517.6
0
0
1
0
0
0
65
0
10019_9006147
0
11
457
0
0
195
0
1
1,500
bus_only
654
457
2
1
1
0.6
2,887.5
2,886.9
0
0
1
0
0
36
36
1
10019_9006147
1
11
655
0
0
195
0
1
1,500
bus_only
899
655
49
1
48
57.1
3,593
3,535.9
0
0
1
0
0
0
36
0
10019_9006147
2
11
704
0
0
195
0
1
1,500
bus_only
1,041
704
142
1
141
168.3
3,864.4
3,696.1
0
0
1
0
0
0
36
0
10019_9006147
3
11
615
0
0
186
29
1
1,500
bus_only
1,017
615
216
1
186
256.5
3,496.9
3,240.4
0
0
1
0
0
0
36
0
10019_9006147
4
11
478
0
0
195
0
1
1,500
bus_only
900
478
227
1
226
271.2
3,358.7
3,087.4
0
0
1
0
0
0
36
0
10019_9006147
5
11
632
0
0
195
0
1
1,500
bus_only
1,069
632
242
1
241
288.9
3,651.9
3,363
0
0
1
0
0
0
36
0
10019_9006147
6
11
560
0
0
186
29
1
1,500
bus_only
1,023
560
277
1
247
329.3
3,479
3,149.8
0
0
1
0
0
0
36
0
10019_9006147
7
11
570
0
0
195
0
1
1,500
bus_only
1,153
570
388
1
387
464
3,696.9
3,232.9
0
0
1
0
0
0
36
0