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
9947_4206
8
15
2,668
0
0
690
0
2
1,600
bus_only
3,582
2,668
224
1
223
267
17,440.8
17,173.9
0
0
1
0
0
0
39
0
9947_4206
9
15
2,920
0
0
376
93
2
1,600
bus_only
3,579
2,920
283
1
189
337.8
17,880.8
17,543
0
0
1
0
0
0
39
0
9947_4206
10
15
1,777
0
0
498
154
3
1,500
bus_only
2,619
1,777
344
1
189
411.2
14,330.3
13,919.1
0
0
1
0
0
0
39
0
9947_4206
11
15
2,268
0
0
602
0
3
1,600
bus_only
3,318
2,268
448
1
447
536.6
15,821.6
15,285
0
0
1
0
0
0
39
0
9947_4206
12
15
2,991
0
0
436
93
2
1,600
bus_only
3,968
2,991
541
1
447
647.6
18,458.4
17,810.8
0
0
1
0
0
0
39
0
9947_4206
13
15
2,655
0
0
633
232
1
1,600
bus_only
3,968
2,655
680
1
447
814.5
17,650.6
16,836.2
0
0
1
0
0
0
39
0
9947_4206
14
15
887
1,140
0
440
284
2
1,750
bus+train
3,276
2,027
809
1
524
967.7
22,220
6,779.7
14,472.6
0
1
1
0
0
39
0
9947_7000167
0
8
443
0
0
334
0
1
1,500
bus_only
780
443
3
1
2
2.1
3,269.5
3,267.4
0
0
1
0
0
35
35
1
9947_7000167
1
8
376
0
0
111
0
0
1,500
bus_only
780
376
293
291
2
350.3
3,359.2
3,008.9
0
0
1
0
0
0
35
0
9947_7000167
2
8
332
0
0
111
0
0
1,500
bus_only
906
332
463
291
172
554.4
3,410.8
2,856.5
0
0
1
0
0
0
35
0
9947_7000167
3
8
399
0
0
334
0
1
1,500
bus_only
906
399
173
1
172
206.2
3,321.2
3,115
0
0
1
0
0
0
35
0
9947_7000167
4
8
343
0
0
334
0
1
1,500
bus_only
1,066
343
389
1
388
465.4
3,157.4
2,691.9
0
0
1
0
0
0
35
0
9947_7000167
5
8
498
0
0
334
0
1
1,500
bus_only
1,217
498
385
1
384
460.4
4,069.7
3,609.3
0
0
1
0
0
0
35
0
9947_7000167
6
8
276
0
0
111
0
0
1,500
bus_only
1,066
276
679
291
388
813.6
3,247
2,433.4
0
0
1
0
0
0
35
0
9947_7000167
7
8
431
0
0
111
0
0
1,500
bus_only
1,217
431
675
291
384
808.6
4,159.4
3,350.8
0
0
1
0
0
0
35
0
9947_70653
0
9
387
0
0
622
0
1
1,500
bus_only
1,011
387
2
1
1
1
3,116
3,115
0
0
1
0
0
3
68
0.044118
9947_70653
1
9
331
0
0
388
0
0
1,500
bus_only
1,011
331
292
291
1
349.2
3,205.6
2,856.5
0
0
1
0
0
0
68
0
9947_70653
2
9
375
0
0
388
0
0
1,500
bus_only
1,226
375
463
291
172
554
3,563
3,008.9
0
0
1
0
0
0
68
0
9947_70653
3
9
431
0
0
622
0
1
1,500
bus_only
1,226
431
173
1
172
205.9
3,473.3
3,267.4
0
0
1
0
0
0
68
0
9947_70653
4
9
392
0
0
530
0
1
1,500
bus_only
1,132
392
210
1
209
250.2
3,532
3,281.8
0
0
1
0
0
65
68
0.955882
9947_70653
5
9
334
0
0
590
0
1
1,500
bus_only
1,317
334
393
1
392
469.6
3,161.6
2,691.9
0
0
1
0
0
0
68
0
9947_70653
6
9
486
0
0
682
0
1
1,500
bus_only
1,623
486
455
1
454
544.8
4,154.1
3,609.3
0
0
1
0
0
0
68
0
9947_70653
7
9
430
0
0
448
0
0
1,500
bus_only
1,623
430
745
291
454
893
4,243.8
3,350.8
0
0
1
0
0
0
68
0
9947_70653
8
9
278
0
0
448
0
0
1,500
bus_only
1,492
278
766
291
475
917.5
3,351
2,433.4
0
0
1
0
0
0
68
0
9947_72789
0
5
356
0
0
487
0
0
1,500
bus_only
845
356
2
1
1
1.4
2,767.3
2,765.9
0
0
1
0
0
24
24
1
9947_72789
1
5
333
0
0
506
0
1
1,500
bus_only
1,215
333
376
1
375
450.4
2,903.8
2,453.4
0
0
1
0
0
0
24
0
9947_72789
2
5
321
0
0
547
0
0
1,500
bus_only
1,247
321
379
1
378
453.4
2,848.6
2,395.3
0
0
1
0
0
0
24
0
9947_72789
3
5
578
0
0
246
17
1
1,500
bus_only
1,217
578
393
1
375
469.7
4,825.7
4,356
0
0
1
0
0
0
24
0
9947_72789
4
5
385
0
0
487
0
0
1,500
bus_only
1,278
385
406
1
405
485.8
3,611.9
3,126.1
0
0
1
0
0
0
24
0
9947_8000226
0
4
489
0
0
125
0
0
1,500
bus_only
616
489
2
1
1
1
4,482.5
4,481.6
0
0
1
0
0
34
34
1
9947_8000226
1
4
456
0
0
125
0
0
1,500
bus_only
973
456
392
1
391
468.8
4,603.1
4,134.3
0
0
1
0
0
0
34
0
9947_8000226
2
4
520
0
0
125
0
0
1,500
bus_only
988
520
343
1
342
410.1
5,195.2
4,785.1
0
0
1
0
0
0
34
0
9947_8000226
3
4
586
0
0
2,553
0
0
1,500
bus_only
3,691
586
552
1
551
661
5,520.8
4,859.8
0
0
1
0
0
0
34
0
9947_8001032
0
6
216
0
0
77
0
0
1,500
bus_only
295
216
2
1
1
1
1,372.8
1,371.7
0
0
1
0
0
19
19
1
9947_8001032
1
6
171
0
0
77
0
0
1,500
bus_only
689
171
441
1
440
527.9
1,509.2
981.3
0
0
1
0
0
0
19
0
9947_8001032
2
6
439
0
0
106
0
0
1,500
bus_only
815
439
270
36
234
322.2
1,684.2
1,362
0
0
1
0
0
0
19
0
9947_8001032
3
6
231
0
0
233
0
0
1,500
bus_only
767
231
303
1
302
362.2
1,999.2
1,637
0
0
1
0
0
0
19
0
9947_8001032
4
6
378
0
0
106
0
0
1,500
bus_only
931
378
447
36
411
534.7
1,659.7
1,125
0
0
1
0
0
0
19
0
9947_8001032
5
6
293
0
0
77
0
0
1,500
bus_only
850
293
480
1
479
574.4
2,371.6
1,797.1
0
0
1
0
0
0
19
0
9947_8001612
0
7
182
0
0
291
0
0
1,500
bus_only
481
182
8
1
7
8
985.5
977.5
0
0
1
0
0
160
161
0.993789
9947_8001612
1
7
234
0
0
189
38
1
1,500
bus_only
469
234
46
1
7
53.3
1,264.7
1,211.4
0
0
1
0
0
0
161
0
9947_8001612
2
7
179
0
0
117
0
0
1,500
bus_only
574
179
278
1
277
331.9
1,313.1
981.3
0
0
1
0
0
0
161
0
9947_8001612
3
7
132
0
0
117
0
0
1,500
bus_only
617
132
368
1
367
440.1
1,056.4
616.3
0
0
1
0
0
1
161
0.006211
9947_8001612
4
7
446
0
0
206
0
1
1,500
bus_only
1,113
446
461
1
460
551.3
3,061.4
2,510.1
0
0
1
0
0
0
161
0
9947_8001612
5
7
476
0
0
850
0
0
1,500
bus_only
1,890
476
564
1
563
675
2,075.1
1,400.1
0
0
1
0
0
0
161
0
9947_8001612
6
7
515
0
0
688
0
0
1,500
bus_only
1,802
515
599
36
563
716.7
2,078.8
1,362
0
0
1
0
0
0
161
0
9947_8001613
0
3
241
0
0
170
0
0
1,500
bus_only
413
241
2
1
1
1.3
1,552.7
1,551.4
0
0
1
0
0
58
58
1
9947_8001613
1
3
1,151
0
0
650
0
0
1,500
bus_only
2,282
1,151
481
1
480
575.9
3,502
2,926.1
0
0
1
0
0
0
58
0
9947_8001613
2
3
480
0
0
449
0
0
1,500
bus_only
1,734
480
805
270
535
963.3
1,912.3
949
0
0
1
0
0
0
58
0
9947_8002156
0
12
712
0
0
284
0
1
1,500
bus_only
998
712
2
1
1
1
4,610.9
4,609.9
0
0
1
0
0
15
16
0.9375
9947_8002156
1
12
550
0
0
237
279
1
1,500
bus_only
1,264
550
477
1
197
570.6
4,952.5
4,381.9
0
0
1
0
0
0
16
0
9947_8002156
2
12
553
0
0
519
0
0
1,500
bus_only
1,355
553
283
1
282
338.1
5,457.2
5,119
0
0
1
0
0
1
16
0.0625
9947_8002156
3
12
682
0
0
481
0
2
1,500
bus_only
1,361
682
198
1
197
236.1
4,763.3
4,527.3
0
0
1
0
0
0
16
0
9947_8002156
4
12
846
0
0
284
0
1
1,500
bus_only
1,340
846
210
1
209
250.5
5,698.7
5,448.1
0
0
1
0
0
0
16
0
9947_8002156
5
12
893
0
0
284
0
1
1,500
bus_only
1,497
893
320
1
319
382.9
6,136.4
5,753.5
0
0
1
0
0
0
16
0
9947_8002156
6
12
508
0
0
519
0
0
1,500
bus_only
1,428
508
401
1
400
479
5,264.1
4,785.1
0
0
1
0
0
0
16
0
9947_8002156
7
12
678
0
0
284
0
1
1,500
bus_only
1,318
678
356
1
355
425.7
4,721
4,295.3
0
0
1
0
0
0
16
0
9947_8002156
8
12
807
0
0
284
0
1
1,500
bus_only
1,493
807
402
1
401
481.1
5,639
5,157.9
0
0
1
0
0
0
16
0
9947_8002156
9
12
588
0
0
519
0
0
1,500
bus_only
1,575
588
468
1
467
560.2
5,982
5,421.8
0
0
1
0
0
0
16
0
9947_8002156
10
12
761
0
0
284
0
1
1,500
bus_only
1,473
761
428
1
427
512.3
5,501.7
4,989.4
0
0
1
0
0
0
16
0
9947_8002156
11
12
510
0
0
237
279
1
1,500
bus_only
1,408
510
661
1
381
791.5
4,917.4
4,125.8
0
0
1
0
0
0
16
0
9947_8002599
0
14
1,014
0
0
425
0
1
1,500
bus_only
1,555
1,014
116
106
10
138.2
5,423.5
5,285.3
0
0
1
0
0
20
20
1
9947_8002599
1
14
995
0
0
255
0
2
1,500
bus_only
1,366
995
116
106
10
138.2
7,624.1
7,485.9
0
0
1
0
0
0
20
0
9947_8002599
2
14
891
0
0
497
0
2
1,500
bus_only
1,521
891
133
1
132
157.3
6,091.1
5,933.7
0
0
1
0
0
0
20
0
9947_8002599
3
14
727
0
0
286
237
1
1,500
bus_only
1,366
727
353
106
10
421.7
5,591.8
5,170.2
0
0
1
0
0
0
20
0
9947_8002599
4
14
927
0
0
497
0
2
1,500
bus_only
1,713
927
289
1
288
344.9
6,656
6,311.1
0
0
1
0
0
0
20
0
9947_8002599
5
14
829
0
0
269
0
1
1,500
bus_only
1,521
829
423
291
132
505.5
6,180.7
5,675.2
0
0
1
0
0
0
20
0
9947_8002599
6
14
981
0
0
485
0
1
1,500
bus_only
1,922
981
456
106
350
545.7
5,507.1
4,961.4
0
0
1
0
0
0
20
0
9947_8002599
7
14
1,053
0
0
425
0
1
1,500
bus_only
1,936
1,053
458
106
352
548.5
6,152.1
5,603.6
0
0
1
0
0
0
20
0
9947_8002599
8
14
821
0
0
497
0
2
1,500
bus_only
1,759
821
441
1
440
527.4
6,167.3
5,639.9
0
0
1
0
0
0
20
0
9947_8002599
9
14
1,034
0
0
255
0
2
1,500
bus_only
1,747
1,034
458
106
352
548.5
8,352.8
7,804.3
0
0
1
0
0
0
20
0
9947_8002599
10
14
962
0
0
315
0
2
1,500
bus_only
1,752
962
475
106
369
568.6
7,730.7
7,162.1
0
0
1
0
0
0
20
0
9947_8002599
11
14
865
0
0
269
0
1
1,500
bus_only
1,713
865
579
291
288
693
6,745.6
6,052.6
0
0
1
0
0
0
20
0
9947_8002599
12
14
766
0
0
286
237
1
1,500
bus_only
1,747
766
695
106
352
832
6,320.5
5,488.6
0
0
1
0
0
0
20
0
9947_8002599
13
14
759
0
0
269
0
1
1,500
bus_only
1,760
759
732
291
441
876.8
6,258.2
5,381.4
0
0
1
0
0
0
20
0
9947_8002668
0
3
587
0
0
121
0
0
1,500
bus_only
710
587
2
1
1
0.6
4,785.8
4,785.1
0
0
1
0
0
49
49
1
9947_8002668
1
3
554
0
0
121
0
0
1,500
bus_only
1,018
554
343
1
342
410.2
4,891.8
4,481.6
0
0
1
0
0
0
49
0
9947_8002668
2
3
640
0
0
181
0
0
1,500
bus_only
1,186
640
365
1
364
435.5
5,554.6
5,119
0
0
1
0
0
0
49
0
9947_8003058
0
3
321
0
0
359
0
0
1,500
bus_only
688
321
8
1
7
8.2
2,403.4
2,395.3
0
0
1
0
0
79
79
1
9947_8003058
1
3
270
0
0
359
0
0
1,500
bus_only
1,117
270
488
1
487
584.7
2,552.9
1,968.1
0
0
1
0
0
0
79
0
9947_8003058
2
3
356
0
0
419
0
0
1,500
bus_only
1,147
356
372
1
371
444.8
3,210.7
2,765.9
0
0
1
0
0
0
79
0
9947_8003065
0
6
843
0
0
140
0
0
1,500
bus_only
985
843
2
1
1
1
5,498.8
5,497.8
0
0
1
0
0
23
23
1
9947_8003065
1
6
746
0
0
140
0
0
1,500
bus_only
1,162
746
276
1
275
329.3
5,583.4
5,254.1
0
0
1
0
0
0
23
0
9947_8003065
2
6
766
0
0
162
0
0
1,500
bus_only
1,238
766
310
1
309
370.1
5,761.3
5,391.2
0
0
1
0
0
0
23
0
9947_8003065
3
6
894
0
0
140
0
0
1,500
bus_only
1,407
894
373
1
372
446.1
6,274
5,827.8
0
0
1
0
0
0
23
0
9947_8003065
4
6
709
0
0
140
0
0
1,500
bus_only
1,244
709
395
1
394
472.8
5,540.3
5,067.5
0
0
1
0
0
0
23
0
9947_8003065
5
6
797
0
0
102
0
0
1,500
bus_only
1,410
797
511
1
510
611.8
6,327.2
5,715.5
0
0
1
0
0
0
23
0
9947_8501093
0
5
308
0
0
60
0
0
1,500
bus_only
378
308
10
1
9
10.5
2,282.1
2,271.6
0
0
1
0
0
65
66
1
9947_8501093
1
5
367
0
0
60
0
0
1,500
bus_only
908
367
481
1
480
575.7
3,280.1
2,704.4
0
0
1
0
0
0
66
0
9947_8501093
2
5
391
0
0
403
0
0
1,500
bus_only
1,155
391
361
1
360
432
3,550.7
3,118.7
0
0
1
0
0
0
66
0
9947_8501093
3
5
1,080
0
0
349
0
0
1,500
bus_only
1,773
1,080
344
1
343
411.1
3,337.2
2,926.1
0
0
1
0
0
0
66
0
9947_8501093
4
5
375
0
0
453
0
0
1,500
bus_only
1,207
375
379
1
378
453.9
3,580
3,126.1
0
0
1
0
0
0
66
0
9947_8501165
0
13
273
0
0
285
0
1
1,500
bus_only
560
273
2
1
1
0.8
2,288.2
2,287.4
0
0
1
0
0
0
19
0
9947_8501165
1
13
215
0
0
53
0
0
1,500
bus_only
560
215
292
291
1
349
2,377.9
2,028.9
0
0
1
0
0
0
19
0
9947_8501165
2
13
277
0
0
754
0
0
1,500
bus_only
1,033
277
2
1
1
0.8
2,288.2
2,287.4
0
0
1
0
0
19
19
1
9947_8501165
3
13
340
0
0
476
0
0
1,500
bus_only
1,117
340
301
1
300
358.6
2,401.3
2,042.7
0
0
1
0
0
0
19
0
9947_8501165
4
13
333
0
0
285
0
1
1,500
bus_only
1,075
333
457
1
456
546.7
3,238.6
2,691.9
0
0
1
0
0
0
19
0
9947_8501165
5
13
305
0
0
476
0
0
1,500
bus_only
1,307
305
526
1
525
629
2,426.1
1,797.1
0
0
1
0
0
0
19
0
9947_8501165
6
13
330
0
0
397
0
1
1,500
bus_only
1,226
330
499
1
498
597.8
2,428.5
1,830.7
0
0
1
0
0
0
19
0
9947_8501165
7
13
301
0
0
397
0
1
1,500
bus_only
1,203
301
505
1
504
604.8
2,401.9
1,797.1
0
0
1
0
0
0
19
0