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
9902_8501741
4
6
273
0
0
509
0
0
1,500
bus_only
1,220
273
438
8
430
523.6
2,729.8
2,206.2
0
0
1
0
0
0
20
0
9902_8501741
5
6
259
0
0
681
0
0
1,500
bus_only
1,455
259
515
8
507
616.6
2,719.5
2,102.8
0
0
1
0
0
0
20
0
9902_8501742
0
10
329
0
0
704
0
0
1,500
bus_only
1,042
329
9
8
1
9.7
2,222
2,212.3
0
0
1
0
0
13
13
1
9902_8501742
1
10
254
0
0
621
49
1
1,500
bus_only
1,159
254
284
8
227
338
2,413.7
2,075.6
0
0
1
0
0
0
13
0
9902_8501742
2
10
391
0
0
764
0
0
1,500
bus_only
1,420
391
265
8
257
316.7
2,770.4
2,453.7
0
0
1
0
0
0
13
0
9902_8501742
3
10
311
0
0
621
49
1
1,500
bus_only
1,206
311
274
8
217
326.9
2,579.7
2,252.7
0
0
1
0
0
0
13
0
9902_8501742
4
10
244
0
0
764
0
0
1,500
bus_only
1,313
244
305
8
297
364
2,274.6
1,910.6
0
0
1
0
0
0
13
0
9902_8501742
5
10
268
0
0
543
0
0
1,500
bus_only
1,191
268
380
8
372
454.2
2,660.5
2,206.2
0
0
1
0
0
0
13
0
9902_8501742
6
10
205
0
0
543
0
0
1,500
bus_only
1,167
205
419
8
411
499.9
2,300.3
1,800.4
0
0
1
0
0
0
13
0
9902_8501742
7
10
0
210
0
487
0
0
1,550
train_only
1,226
210
529
76
453
633.6
2,448.1
0
1,814.5
0
0
1
0
0
13
0
9902_8501742
8
10
0
320
0
487
0
0
1,550
train_only
1,364
320
557
76
481
667.5
3,409.6
0
2,742.1
0
0
1
0
0
13
0
9902_8501742
9
10
483
0
0
704
0
0
1,500
bus_only
1,700
483
513
8
505
613.8
3,274.6
2,660.8
0
0
1
0
0
0
13
0
9902_8501746
0
2
721
0
0
367
0
0
1,500
bus_only
1,097
721
9
8
1
9.5
5,745.9
5,736.4
0
0
1
0
0
13
13
1
9902_8501746
1
2
672
0
0
367
0
0
1,500
bus_only
1,341
672
302
8
294
361.1
5,837
5,475.9
0
0
1
0
0
0
13
0
9902_9003718
0
8
812
0
0
40
0
0
1,500
bus_only
861
812
9
8
1
9.2
4,764.1
4,755
0
0
1
0
0
15
15
1
9902_9003718
1
8
725
0
0
40
0
0
1,500
bus_only
1,230
725
465
8
457
557.1
4,906.2
4,349
0
0
1
0
0
0
15
0
9902_9003718
2
8
512
0
0
313
0
0
1,500
bus_only
1,332
512
507
236
271
606.4
4,168.6
3,562.1
0
0
1
0
0
0
15
0
9902_9003718
3
8
924
0
0
178
0
1
1,500
bus_only
1,560
924
458
8
450
548.6
5,703.1
5,154.5
0
0
1
0
0
0
15
0
9902_9003718
4
8
887
0
0
40
0
0
1,500
bus_only
1,450
887
523
8
515
626.3
5,838.6
5,212.3
0
0
1
0
0
0
15
0
9902_9003718
5
8
511
0
0
175
0
0
1,500
bus_only
1,375
511
689
236
453
825.3
4,116.7
3,291.4
0
0
1
0
0
0
15
0
9902_9003718
6
8
457
0
0
313
0
0
1,500
bus_only
1,510
457
740
236
504
886.8
4,131.8
3,244.9
0
0
1
0
0
0
15
0
9902_9003718
7
8
543
0
0
373
0
0
1,500
bus_only
1,653
543
737
236
501
882.9
4,720.9
3,838.1
0
0
1
0
0
0
15
0
9902_9411
0
3
731
0
0
70
0
0
1,500
bus_only
810
731
9
8
1
9.5
3,907.6
3,898.1
0
0
1
0
0
48
48
1
9902_9411
1
3
669
0
0
70
0
0
1,500
bus_only
1,018
669
279
8
271
334
3,991.3
3,657.3
0
0
1
0
0
0
48
0
9902_9411
2
3
798
0
0
130
0
0
1,500
bus_only
1,394
798
466
8
458
558.1
4,863.8
4,305.7
0
0
1
0
0
0
48
0
9902_9476
0
3
653
0
0
40
0
0
1,500
bus_only
702
653
9
8
1
9.5
3,666.8
3,657.3
0
0
1
0
0
29
29
1
9902_9476
1
3
563
0
0
40
0
0
1,500
bus_only
986
563
383
8
375
458
3,782.5
3,324.5
0
0
1
0
0
0
29
0
9902_9476
2
3
722
0
0
40
0
0
1,500
bus_only
1,042
722
280
8
272
334.3
4,232.4
3,898.1
0
0
1
0
0
0
29
0
9902_9542
0
6
216
0
0
213
0
0
1,500
bus_only
447
216
18
8
10
19.9
1,695.7
1,675.7
0
0
1
0
0
14
31
0.451613
9902_9542
1
6
208
0
0
206
0
1
1,500
bus_only
432
208
18
8
10
19.9
1,695.7
1,675.7
0
0
1
0
0
1
31
0.032258
9902_9542
2
6
203
0
0
128
0
0
1,500
bus_only
528
203
197
8
189
235.1
2,035.5
1,800.4
0
0
1
0
0
0
31
0
9902_9542
3
6
248
0
0
273
0
0
1,500
bus_only
796
248
275
8
267
328.7
2,239.4
1,910.6
0
0
1
0
0
0
31
0
9902_9542
4
6
150
0
0
188
0
0
1,500
bus_only
740
150
402
8
394
480.3
1,753.4
1,273.1
0
0
1
0
0
0
31
0
9902_9542
5
6
266
0
0
681
0
0
1,500
bus_only
1,405
266
458
8
450
548.7
2,651.5
2,102.8
0
0
1
0
0
16
31
0.516129
9902_9558
0
2
594
0
0
358
0
0
1,500
bus_only
961
594
9
8
1
9.9
3,334.4
3,324.5
0
0
1
0
0
40
40
1
9902_9558
1
2
679
0
0
418
0
0
1,500
bus_only
1,476
679
379
8
371
453
4,110.3
3,657.3
0
0
1
0
0
0
40
0
9902_9578
0
2
713
0
0
842
0
0
1,500
bus_only
1,564
713
9
8
1
9.2
6,073.3
6,064.1
0
0
1
0
0
16
16
1
9902_9578
1
2
613
330
0
338
116
1
1,550
bus+train
1,474
943
193
76
1
230.3
7,797.3
4,824.9
2,742.1
0
1
1
0
0
16
0
9902_9612
0
9
331
0
0
531
0
0
1,500
bus_only
878
331
16
8
8
18.2
2,851.9
2,833.7
0
0
1
0
0
18
19
0.947368
9902_9612
1
9
323
0
0
154
0
1
1,500
bus_only
493
323
16
8
8
18.2
2,851.9
2,833.7
0
0
1
0
0
1
19
0.052632
9902_9612
2
9
641
0
0
65
0
0
1,500
bus_only
1,147
641
441
76
365
528.5
2,210.2
1,681.7
0
0
1
0
0
0
19
0
9902_9612
3
9
361
0
0
296
0
2
1,500
bus_only
1,030
361
373
8
365
446.5
3,609.2
3,162.6
0
0
1
0
0
0
19
0
9902_9612
4
9
391
0
0
154
0
1
1,500
bus_only
925
391
380
8
372
454.9
3,625.6
3,170.8
0
0
1
0
0
0
19
0
9902_9612
5
9
302
0
0
531
0
0
1,500
bus_only
1,253
302
420
8
412
502.9
2,976.4
2,473.5
0
0
1
0
0
0
19
0
9902_9612
6
9
294
0
0
154
0
1
1,500
bus_only
868
294
420
8
412
502.9
2,976.4
2,473.5
0
0
1
0
0
0
19
0
9902_9612
7
9
552
0
0
125
0
0
1,500
bus_only
1,240
552
563
76
487
673.5
2,247
1,573.5
0
0
1
0
0
0
19
0
9902_9612
8
9
306
0
0
57
0
0
1,500
bus_only
1,069
306
706
337
369
846.2
3,117.7
2,271.6
0
0
1
0
0
0
19
0
9902_9625
0
9
1,157
0
0
455
0
0
1,500
bus_only
1,621
1,157
9
8
1
9.7
6,539.1
6,529.4
0
0
1
0
0
16
16
1
9902_9625
1
9
1,159
0
0
324
39
1
1,500
bus_only
1,531
1,159
48
8
1
56.1
6,614.2
6,558
0
0
1
0
0
0
16
0
9902_9625
2
9
1,075
0
0
515
0
0
1,500
bus_only
1,869
1,075
279
8
271
332.9
6,584.1
6,251.3
0
0
1
0
0
0
16
0
9902_9625
3
9
1,077
0
0
384
39
1
1,500
bus_only
1,779
1,077
318
8
271
379.3
6,659.2
6,279.9
0
0
1
0
0
0
16
0
9902_9625
4
9
1,403
0
0
250
0
1
1,500
bus_only
1,979
1,403
326
8
318
388.8
7,057.9
6,669.1
0
0
1
0
0
0
16
0
9902_9625
5
9
1,242
0
0
324
39
1
1,500
bus_only
1,962
1,242
396
8
349
474
7,341.9
6,867.9
0
0
1
0
0
0
16
0
9902_9625
6
9
1,227
0
0
515
0
0
1,500
bus_only
2,185
1,227
443
8
435
530.1
7,461.5
6,931.5
0
0
1
0
0
0
16
0
9902_9625
7
9
727
270
0
412
100
2
1,550
bus+train
1,884
997
475
8
367
567.2
5,866.6
3,180.7
2,118.7
0
1
1
0
0
16
0
9902_9625
8
9
666
270
0
472
100
2
1,550
bus+train
2,033
936
625
8
517
746.2
5,875.9
3,010.9
2,118.7
0
1
1
0
0
16
0
9902_9646
0
5
161
0
0
156
0
0
1,500
bus_only
331
161
14
8
6
15.7
1,288.8
1,273.1
0
0
1
0
0
81
105
0.771429
9902_9646
1
5
0
110
0
239
0
0
1,550
train_only
645
110
296
76
220
354.6
1,475.6
0
1,121
0
0
1
0
0
105
0
9902_9646
2
5
180
0
0
168
0
0
1,500
bus_only
673
180
325
8
317
388.6
1,606
1,217.4
0
0
1
0
0
1
105
0.009524
9902_9646
3
5
231
0
0
260
0
0
1,500
bus_only
931
231
440
8
432
526.2
2,202
1,675.7
0
0
1
0
0
23
105
0.219048
9902_9646
4
5
108
0
0
216
0
0
1,500
bus_only
802
108
478
8
470
572.2
1,422.8
850.6
0
0
1
0
0
0
105
0
9902_9667
0
2
264
0
0
49
0
0
1,500
bus_only
322
264
9
8
1
9.4
1,567.6
1,558.2
0
0
1
0
0
251
251
1
9902_9667
1
2
166
0
0
49
0
0
1,500
bus_only
607
166
392
8
384
468.6
1,686
1,217.4
0
0
1
0
0
0
251
0
9902_9670
0
4
458
0
0
70
0
0
1,500
bus_only
537
458
9
8
1
9.6
2,097.1
2,087.5
0
0
1
0
0
273
273
1
9902_9670
1
4
1,001
0
0
134
0
0
1,500
bus_only
1,461
1,001
326
92
234
390.6
4,432.2
4,041.7
0
0
1
0
0
0
273
0
9902_9670
2
4
558
0
0
70
0
0
1,500
bus_only
1,113
558
485
8
477
580.6
3,091.5
2,510.9
0
0
1
0
0
0
273
0
9902_9670
3
4
869
0
0
134
0
0
1,500
bus_only
1,605
869
602
92
510
721.1
4,134.6
3,413.5
0
0
1
0
0
0
273
0
9902_9671
0
7
411
0
0
407
0
0
1,500
bus_only
835
411
17
8
9
18.7
3,860.7
3,841.9
0
0
1
0
0
31
35
0.885714
9902_9671
1
7
407
0
0
235
0
1
1,500
bus_only
659
407
17
8
9
18.7
3,860.7
3,841.9
0
0
1
0
0
4
35
0.114286
9902_9671
2
7
448
0
0
467
0
0
1,500
bus_only
1,301
448
386
8
378
460.5
4,649.7
4,189.2
0
0
1
0
0
0
35
0
9902_9671
3
7
402
0
0
345
0
2
1,500
bus_only
1,079
402
332
8
324
397.2
4,265.9
3,868.7
0
0
1
0
0
0
35
0
9902_9671
4
7
444
0
0
295
0
1
1,500
bus_only
1,125
444
386
8
378
460.5
4,649.7
4,189.2
0
0
1
0
0
0
35
0
9902_9671
5
7
178
120
0
348
66
1
1,550
bus+train
1,044
298
398
96
236
476.5
2,713.7
1,052.9
1,184.2
0
1
1
0
0
35
0
9902_9671
6
7
436
0
0
405
0
2
1,500
bus_only
1,342
436
501
8
493
599.2
4,686
4,086.8
0
0
1
0
0
0
35
0
9902_9684
0
5
180
0
0
171
0
0
1,500
bus_only
367
180
16
8
8
17.6
1,234.9
1,217.4
0
0
1
0
0
209
209
1
9902_9684
1
5
161
0
0
84
0
0
1,500
bus_only
569
161
324
8
316
388
1,661.1
1,273.1
0
0
1
0
0
0
209
0
9902_9684
2
5
108
0
0
144
0
0
1,500
bus_only
623
108
371
8
363
443.5
1,294.1
850.6
0
0
1
0
0
0
209
0
9902_9684
3
5
0
110
0
400
0
0
1,550
train_only
839
110
329
76
253
393.5
1,514.5
0
1,121
0
0
1
0
0
209
0
9902_9684
4
5
272
0
0
171
0
0
1,500
bus_only
828
272
385
8
377
460.5
2,018.7
1,558.2
0
0
1
0
0
0
209
0
9902_9704
0
6
561
0
0
186
0
0
1,500
bus_only
756
561
9
8
1
9.8
2,520.7
2,510.9
0
0
1
0
0
92
182
0.505495
9902_9704
1
6
470
0
0
186
0
0
1,500
bus_only
1,140
470
484
8
476
579.9
2,667.4
2,087.5
0
0
1
0
0
0
182
0
9902_9704
2
6
522
0
0
333
0
0
1,500
bus_only
1,152
522
297
8
289
355.5
3,122.6
2,767
0
0
1
0
0
44
182
0.241758
9902_9704
3
6
634
0
0
246
0
0
1,500
bus_only
1,308
634
428
8
420
511.4
3,431.6
2,920.2
0
0
1
0
0
0
182
0
9902_9704
4
6
549
0
0
380
0
0
1,500
bus_only
1,400
549
471
8
463
563.2
3,496.4
2,933.2
0
0
1
0
0
46
182
0.252747
9902_9704
5
6
923
0
0
358
0
0
1,500
bus_only
1,715
923
434
92
342
520.2
3,933.7
3,413.5
0
0
1
0
0
0
182
0
9902_9751
0
8
100
0
0
41
0
0
1,500
bus_only
160
100
19
8
11
21
871.6
850.6
0
0
1
0
0
398
451
0.882483
9902_9751
1
8
0
110
0
376
0
0
1,550
train_only
824
110
338
76
262
404.7
1,525.7
0
1,121
0
0
1
0
0
451
0
9902_9751
2
8
29
0
0
842
0
0
1,500
bus_only
1,207
29
336
8
328
401.6
959.1
557.5
0
0
1
0
0
0
451
0
9902_9751
3
8
266
0
0
348
0
0
1,500
bus_only
967
266
353
76
277
422.5
1,107.2
684.7
0
0
1
0
0
0
451
0
9902_9751
4
8
158
0
0
101
0
0
1,500
bus_only
687
158
428
8
420
511.6
1,784.7
1,273.1
0
0
1
0
0
0
451
0
9902_9751
5
8
170
0
0
384
0
0
1,500
bus_only
953
170
399
8
391
477.2
1,694.6
1,217.4
0
0
1
0
0
53
451
0.117517
9902_9751
6
8
554
0
0
348
0
0
1,500
bus_only
1,263
554
361
76
285
432.4
1,442.7
1,010.2
0
0
1
0
0
0
451
0
9902_9751
7
8
624
0
0
348
0
0
1,500
bus_only
1,515
624
543
76
467
650.5
1,831
1,180.5
0
0
1
0
0
0
451
0
9902_9761
0
3
519
0
0
654
0
0
1,500
bus_only
1,192
519
19
8
11
21.9
4,848.6
4,826.6
0
0
1
0
0
32
32
1
9902_9761
1
3
461
0
0
654
0
0
1,500
bus_only
1,500
461
385
8
377
460.9
4,953.7
4,492.7
0
0
1
0
0
0
32
0
9902_9761
2
3
555
0
0
714
0
0
1,500
bus_only
1,611
555
342
8
334
408.9
5,538.3
5,129.4
0
0
1
0
0
0
32
0
9902_9797
0
4
633
0
0
287
0
0
1,500
bus_only
929
633
9
8
1
9.5
3,541.5
3,532
0
0
1
0
0
39
39
1
9902_9797
1
4
363
150
0
294
24
1
1,550
bus+train
897
513
90
8
58
105.8
3,622.1
2,087.5
1,428.7
0
1
1
0
0
39
0
9902_9797
2
4
670
0
0
287
0
0
1,500
bus_only
1,430
670
473
8
465
566.3
4,510.8
3,944.5
0
0
1
0
0
0
39
0
9902_9797
3
4
581
0
0
287
0
0
1,500
bus_only
1,414
581
546
8
538
654
3,707.8
3,053.8
0
0
1
0
0
0
39
0