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
9924_9476
2
3
829
0
0
449
0
0
1,500
bus_only
1,564
829
286
14
272
341.8
4,653.6
4,311.8
0
0
1
0
0
0
17
0
9924_9558
0
2
630
0
0
134
0
0
1,500
bus_only
779
630
15
14
1
17.4
3,755.6
3,738.2
0
0
1
0
0
24
25
1
9924_9558
1
2
720
0
0
134
0
0
1,500
bus_only
1,244
720
390
14
376
466.5
4,537.4
4,071
0
0
1
0
0
0
25
0
9924_9646
0
6
220
0
0
284
0
0
1,500
bus_only
524
220
20
14
6
23.2
1,710.1
1,686.8
0
0
1
0
0
42
69
0.608696
9924_9646
1
6
210
0
0
176
0
1
1,500
bus_only
406
210
20
14
6
23.2
1,710.1
1,686.8
0
0
1
0
0
0
69
0
9924_9646
2
6
312
0
0
40
0
0
1,500
bus_only
683
312
331
14
317
396.1
2,027.2
1,631.1
0
0
1
0
0
0
69
0
9924_9646
3
6
162
0
0
100
0
0
1,500
bus_only
650
162
388
14
374
464.4
1,728.7
1,264.3
0
0
1
0
0
0
69
0
9924_9646
4
6
405
0
0
477
0
0
1,500
bus_only
1,328
405
446
14
432
533.7
2,623.2
2,089.4
0
0
1
0
0
27
69
0.391304
9924_9646
5
6
276
0
0
236
0
1
1,500
bus_only
958
276
446
14
432
533.7
2,623.2
2,089.4
0
0
1
0
0
0
69
0
9924_9667
0
2
326
0
0
75
0
0
1,500
bus_only
416
326
15
14
1
16.9
1,988.8
1,971.9
0
0
1
0
0
105
106
1
9924_9667
1
2
234
0
0
75
0
0
1,500
bus_only
707
234
398
14
384
476.1
2,107.2
1,631.1
0
0
1
0
0
0
106
0
9924_9670
0
5
484
0
0
280
0
0
1,500
bus_only
779
484
15
14
1
17.1
2,518.3
2,501.2
0
0
1
0
0
142
145
0.97931
9924_9670
1
5
1,192
0
0
48
0
0
1,500
bus_only
1,353
1,192
113
14
99
134.8
4,806.6
4,671.8
0
0
1
0
0
3
145
0.02069
9924_9670
2
5
1,104
0
0
108
0
0
1,500
bus_only
1,447
1,104
235
14
221
279.4
4,776.7
4,497.3
0
0
1
0
0
0
145
0
9924_9670
3
5
571
0
0
280
0
0
1,500
bus_only
1,342
571
491
14
477
588.1
3,512.7
2,924.6
0
0
1
0
0
0
145
0
9924_9670
4
5
976
0
0
108
0
0
1,500
bus_only
1,588
976
504
14
490
603.1
4,472.3
3,869.1
0
0
1
0
0
0
145
0
9924_9684
0
4
227
0
0
147
0
0
1,500
bus_only
396
227
22
14
8
25.1
1,656.2
1,631.1
0
0
1
0
0
165
166
0.993976
9924_9684
1
4
212
0
0
102
0
0
1,500
bus_only
644
212
330
14
316
395.5
2,082.3
1,686.8
0
0
1
0
0
1
166
0.006024
9924_9684
2
4
158
0
0
162
0
0
1,500
bus_only
697
158
377
14
363
451
1,715.4
1,264.3
0
0
1
0
0
0
166
0
9924_9684
3
4
331
0
0
147
0
0
1,500
bus_only
869
331
391
14
377
468
2,439.9
1,971.9
0
0
1
0
0
0
166
0
9924_9704
0
7
529
0
0
131
0
0
1,500
bus_only
675
529
15
14
1
17.3
2,941.9
2,924.6
0
0
1
0
0
42
87
0.482759
9924_9704
1
7
564
0
0
131
0
0
1,500
bus_only
998
564
303
14
289
363
3,543.8
3,180.7
0
0
1
0
0
0
87
0
9924_9704
2
7
997
0
0
347
0
0
1,500
bus_only
1,700
997
356
14
342
426.8
4,295.9
3,869.1
0
0
1
0
0
0
87
0
9924_9704
3
7
442
0
0
191
0
0
1,500
bus_only
1,090
442
457
14
443
547.2
3,048.4
2,501.2
0
0
1
0
0
0
87
0
9924_9704
4
7
686
0
0
227
0
0
1,500
bus_only
1,379
686
466
14
452
558.5
3,892.4
3,333.9
0
0
1
0
0
27
87
0.310345
9924_9704
5
7
933
0
0
121
0
0
1,500
bus_only
1,521
933
467
14
453
559.1
4,719.9
4,160.8
0
0
1
0
0
0
87
0
9924_9704
6
7
591
0
0
463
0
0
1,500
bus_only
1,540
591
486
14
472
581.9
3,928.8
3,346.9
0
0
1
0
0
18
87
0.206897
9924_9751
0
5
157
0
0
82
0
0
1,500
bus_only
264
157
25
14
11
28.5
1,292.8
1,264.3
0
0
1
0
0
376
476
0.789916
9924_9751
1
5
225
0
0
82
0
0
1,500
bus_only
738
225
431
14
417
515.8
2,146.9
1,631.1
0
0
1
0
0
0
476
0
9924_9751
2
5
211
0
0
227
0
0
1,500
bus_only
872
211
434
14
420
519.1
2,205.9
1,686.8
0
0
1
0
0
100
476
0.210084
9924_9751
3
5
82
0
0
869
0
1
1,500
bus_only
1,284
82
333
14
319
397.7
1,368.9
971.2
0
0
1
0
0
0
476
0
9924_9751
4
5
577
0
0
907
0
0
1,500
bus_only
2,062
577
578
111
467
692.6
2,146.5
1,453.9
0
0
1
0
0
0
476
0
9924_9797
0
3
669
0
0
49
0
0
1,500
bus_only
733
669
15
14
1
17
3,955.6
3,938.6
0
0
1
0
0
9
16
0.5625
9924_9797
1
3
701
0
0
49
0
0
1,500
bus_only
1,229
701
479
14
465
573.8
4,924.9
4,351.1
0
0
1
0
0
0
16
0
9924_9797
2
3
572
0
0
144
0
0
1,500
bus_only
1,268
572
552
14
538
661.5
4,129
3,467.5
0
0
1
0
0
7
16
0.4375
9924_9857
0
8
630
0
0
215
0
0
1,500
bus_only
860
630
15
14
1
17.2
3,627.2
3,610
0
0
1
0
0
13
13
1
9924_9857
1
8
482
0
0
160
0
1
1,500
bus_only
877
482
235
14
221
281.2
3,625.4
3,344.2
0
0
1
0
0
0
13
0
9924_9857
2
8
890
0
0
416
0
0
1,500
bus_only
1,438
890
132
14
118
157.7
3,949.1
3,791.4
0
0
1
0
0
0
13
0
9924_9857
3
8
870
0
0
236
0
0
1,500
bus_only
1,369
870
263
14
249
314.7
3,823.5
3,508.7
0
0
1
0
0
0
13
0
9924_9857
4
8
598
0
0
275
0
0
1,500
bus_only
1,184
598
311
14
297
372.2
3,719.1
3,346.9
0
0
1
0
0
0
13
0
9924_9857
5
8
534
0
0
220
0
1
1,500
bus_only
1,060
534
306
14
292
365.5
3,964.8
3,599.3
0
0
1
0
0
0
13
0
9924_9857
6
8
799
0
0
236
0
0
1,500
bus_only
1,401
799
366
14
352
437.6
3,641.7
3,204.1
0
0
1
0
0
0
13
0
9924_9857
7
8
503
0
0
322
0
2
1,500
bus_only
1,204
503
379
14
365
454.1
3,605.2
3,151.1
0
0
1
0
0
0
13
0
9924_9865
0
7
109
0
0
53
0
0
1,500
bus_only
185
109
23
14
9
27.1
750
723
0
0
1
0
0
346
348
0.994253
9924_9865
1
7
58
0
0
53
0
0
1,500
bus_only
467
58
356
14
342
426.4
840.1
413.7
0
0
1
0
0
0
348
0
9924_9865
2
7
87
0
0
470
0
0
1,500
bus_only
934
87
377
14
363
451.7
907.4
455.6
0
0
1
0
0
1
348
0.002874
9924_9865
3
7
328
0
0
399
0
0
1,500
bus_only
1,166
328
439
111
328
524.9
1,483
958.1
0
0
1
0
0
0
348
0
9924_9865
4
7
39
0
0
62
0
0
1,500
bus_only
668
39
567
14
553
679.1
1,050.6
371.6
0
0
1
0
0
1
348
0.002874
9924_9865
5
7
161
0
0
470
0
0
1,500
bus_only
1,184
161
553
14
539
662.1
1,452.8
790.7
0
0
1
0
0
0
348
0
9924_9865
6
7
575
0
0
339
0
0
1,500
bus_only
1,586
575
672
111
561
805.7
2,089.3
1,283.6
0
0
1
0
0
0
348
0
9924_9871
0
4
779
0
0
80
0
0
1,500
bus_only
916
779
57
14
43
67.9
4,426
4,358.2
0
0
1
0
0
17
21
0.809524
9924_9871
1
4
742
0
0
80
0
0
1,500
bus_only
1,307
742
485
14
471
581.1
4,526.8
3,945.7
0
0
1
0
0
0
21
0
9924_9871
2
4
833
0
0
140
0
0
1,500
bus_only
1,460
833
487
14
473
583.1
5,419
4,836
0
0
1
0
0
0
21
0
9924_9871
3
4
1,007
0
0
610
0
0
1,500
bus_only
2,162
1,007
545
14
531
653.5
5,816.7
5,163.1
0
0
1
0
0
4
21
0.190476
9924_9892
0
10
815
0
0
465
0
0
1,500
bus_only
1,305
815
25
14
11
29.1
3,233.2
3,204.1
0
0
1
0
0
23
24
0.958333
9924_9892
1
10
715
0
0
223
68
1
1,500
bus_only
1,045
715
107
14
25
127.5
4,076.8
3,949.3
0
0
1
0
0
0
24
0
9924_9892
2
10
893
0
0
482
0
0
1,500
bus_only
1,668
893
293
14
279
350.8
4,142.2
3,791.4
0
0
1
0
0
1
24
0.041667
9924_9892
3
10
631
0
0
576
0
0
1,500
bus_only
1,536
631
329
14
315
392.8
4,002.8
3,610
0
0
1
0
0
0
24
0
9924_9892
4
10
890
0
0
525
0
0
1,500
bus_only
1,756
890
341
14
327
407.5
3,916.2
3,508.7
0
0
1
0
0
0
24
0
9924_9892
5
10
620
0
0
416
0
1
1,500
bus_only
1,365
620
329
14
315
392.8
4,002.8
3,610
0
0
1
0
0
0
24
0
9924_9892
6
10
704
0
0
465
0
0
1,500
bus_only
1,536
704
367
14
353
439.4
3,337.8
2,898.4
0
0
1
0
0
0
24
0
9924_9892
7
10
661
0
0
223
68
1
1,500
bus_only
1,273
661
389
14
307
465
4,159.2
3,694.2
0
0
1
0
0
0
24
0
9924_9892
8
10
791
0
0
223
68
1
1,500
bus_only
1,449
791
435
14
353
520.4
4,799.4
4,278.9
0
0
1
0
0
0
24
0
9924_9892
9
10
720
0
0
435
129
1
1,500
bus_only
1,725
720
570
14
427
682.8
5,277
4,594.1
0
0
1
0
0
0
24
0
9924_9956
0
7
731
0
0
244
0
0
1,500
bus_only
990
731
15
14
1
16.8
2,915.2
2,898.4
0
0
1
0
0
14
14
1
9924_9956
1
7
651
0
0
244
0
0
1,500
bus_only
1,192
651
297
14
283
355.5
3,002.5
2,647
0
0
1
0
0
0
14
0
9924_9956
2
7
852
0
0
304
0
0
1,500
bus_only
1,514
852
358
14
344
428
3,632.1
3,204.1
0
0
1
0
0
0
14
0
9924_9956
3
7
610
0
0
211
0
0
1,500
bus_only
1,231
610
410
14
396
491.3
3,008.5
2,517.2
0
0
1
0
0
0
14
0
9924_9956
4
7
815
0
0
211
0
0
1,500
bus_only
1,521
815
495
14
481
593.5
3,821.4
3,227.9
0
0
1
0
0
0
14
0
9924_9956
5
7
736
0
0
193
0
0
1,500
bus_only
1,459
736
530
14
516
635
4,921.2
4,286.2
0
0
1
0
0
0
14
0
9924_9956
6
7
547
0
0
211
0
0
1,500
bus_only
1,351
547
593
14
579
709.6
3,004.3
2,294.7
0
0
1
0
0
0
14
0
9924_9997
0
4
108
0
0
151
0
0
1,500
bus_only
274
108
15
14
1
16.9
843.4
826.6
0
0
1
0
0
189
189
1
9924_9997
1
4
41
0
0
211
0
0
1,500
bus_only
713
41
461
14
447
550.7
922.2
371.6
0
0
1
0
0
0
189
0
9924_9997
2
4
163
0
0
211
0
0
1,500
bus_only
815
163
441
14
427
527.5
1,778.7
1,251.2
0
0
1
0
0
0
189
0
9924_9997
3
4
537
0
0
500
0
0
1,500
bus_only
1,527
537
490
135
355
587.8
3,276
2,688.2
0
0
1
0
0
0
189
0
9926_10631
0
5
1,000
0
0
355
0
0
1,500
bus_only
1,357
1,000
2
1
1
1.1
6,476.7
6,475.6
0
0
1
0
0
13
13
1
9926_10631
1
5
675
0
0
222
0
0
1,500
bus_only
1,210
675
313
1
312
374.1
6,245.5
5,871.5
0
0
1
0
0
0
13
0
9926_10631
2
5
727
0
0
222
0
0
1,500
bus_only
1,331
727
382
1
381
455.9
6,606
6,150.1
0
0
1
0
0
0
13
0
9926_10631
3
5
779
0
0
270
153
1
1,500
bus_only
1,326
779
277
1
123
330.4
6,952.9
6,622.5
0
0
1
0
0
0
13
0
9926_10631
4
5
860
0
0
325
76
1
1,500
bus_only
1,679
860
494
1
417
590.2
6,385.1
5,794.9
0
0
1
0
0
0
13
0
9926_10657
0
5
635
0
0
286
0
0
1,500
bus_only
923
635
2
1
1
0.7
5,380.8
5,380.1
0
0
1
0
0
47
47
1
9926_10657
1
5
668
0
0
286
0
0
1,500
bus_only
1,154
668
200
1
199
238.8
5,795.5
5,556.8
0
0
1
0
0
0
47
0
9926_10657
2
5
573
0
0
346
0
0
1,500
bus_only
1,357
573
438
1
437
522.9
5,464.6
4,941.7
0
0
1
0
0
0
47
0
9926_10657
3
5
696
0
0
346
0
0
1,500
bus_only
1,518
696
476
1
475
570
6,441.4
5,871.5
0
0
1
0
0
0
47
0
9926_10657
4
5
565
0
0
355
0
1
1,500
bus_only
1,416
565
496
1
495
593.5
5,576.2
4,982.6
0
0
1
0
0
0
47
0
9926_10678
0
10
909
0
0
409
0
0
1,500
bus_only
1,328
909
10
1
9
10
4,620.1
4,610.1
0
0
1
0
0
15
15
1
9926_10678
1
10
141
480
0
502
51
1
1,550
bus+train
1,446
621
323
1
271
385.8
5,224.8
674.2
4,164.8
0
1
1
0
0
15
0
9926_10678
2
10
1,018
0
0
469
0
0
1,500
bus_only
1,755
1,018
268
1
267
320.6
5,166.6
4,846
0
0
1
0
0
0
15
0
9926_10678
3
10
753
0
0
464
0
1
1,500
bus_only
1,453
753
236
31
205
282.8
5,727.1
5,444.3
0
0
1
0
0
0
15
0
9926_10678
4
10
871
0
0
469
0
0
1,500
bus_only
1,791
871
451
1
450
539.5
4,734.8
4,195.4
0
0
1
0
0
0
15
0
9926_10678
5
10
789
0
0
258
111
1
1,500
bus_only
1,522
789
475
1
363
567.8
6,085.9
5,518.1
0
0
1
0
0
0
15
0
9926_10678
6
10
718
0
0
144
0
0
1,500
bus_only
1,453
718
591
386
205
708
5,791.2
5,083.2
0
0
1
0
0
0
15
0
9926_10678
7
10
705
0
0
524
0
1
1,500
bus_only
1,753
705
524
31
493
627.7
5,529.2
4,901.4
0
0
1
0
0
0
15
0
9926_10678
8
10
610
90
0
357
167
1
1,550
bus+train
1,619
700
562
1
394
672.3
6,669.8
4,941.7
1,055.8
0
1
1
0
0
15
0
9926_10678
9
10
670
0
0
204
0
0
1,500
bus_only
1,753
670
879
386
493
1,052.9
5,593.2
4,540.3
0
0
1
0
0
0
15
0
9926_10711
0
10
571
0
0
609
0
0
1,500
bus_only
1,188
571
8
1
7
8.1
4,949.8
4,941.7
0
0
1
0
0
40
40
1
9926_10711
1
10
676
0
0
227
0
2
1,500
bus_only
991
676
88
31
57
104.7
6,189.9
6,085.2
0
0
1
0
0
0
40
0
9926_10711
2
10
493
0
0
139
0
0
1,500
bus_only
1,062
493
430
386
44
514.5
5,757
5,242.5
0
0
1
0
0
0
40
0
9926_10711
3
10
821
0
0
185
0
1
1,500
bus_only
1,081
821
75
31
44
89.2
6,927.2
6,838
0
0
1
0
0
0
40
0
9926_10711
4
10
626
0
0
669
0
0
1,500
bus_only
1,762
626
467
1
466
558.1
5,938.2
5,380.1
0
0
1
0
0
0
40
0