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
9997_8002607
5
6
277
0
0
161
0
1
1,500
bus_only
917
277
479
1
478
573.3
2,063.1
1,489.8
0
0
1
0
0
0
223
0
9997_8478
0
6
298
0
0
398
0
0
1,500
bus_only
698
298
2
1
1
1
1,490.8
1,489.8
0
0
1
0
0
76
254
0.387755
9997_8478
1
6
164
0
0
197
0
0
1,500
bus_only
652
164
291
1
290
347.4
1,509.6
1,162.3
0
0
1
0
0
0
254
0
9997_8478
2
6
439
0
0
687
0
0
1,500
bus_only
1,454
439
328
1
327
391.4
2,172.7
1,781.3
0
0
1
0
0
120
254
0.612245
9997_8478
3
6
280
0
0
311
81
1
1,500
bus_only
1,000
280
409
1
327
488.6
2,359.8
1,871.2
0
0
1
0
0
0
254
0
9997_8478
4
6
228
0
0
197
0
0
1,500
bus_only
861
228
436
1
435
520.1
2,242.4
1,722.3
0
0
1
0
0
0
254
0
9997_8478
5
6
203
0
0
398
0
0
1,500
bus_only
1,080
203
479
1
478
574
1,639.3
1,065.3
0
0
1
0
0
0
254
0
9997_8501373
0
13
866
0
0
546
0
0
1,500
bus_only
1,414
866
2
1
1
0.9
3,761
3,760.1
0
0
1
0
0
22
22
1
9997_8501373
1
13
277
150
0
431
49
2
1,550
bus+train
909
427
51
1
1
59.1
3,710.8
1,654.4
1,997.3
0
1
1
0
0
22
0
9997_8501373
2
13
595
0
0
145
0
0
1,500
bus_only
1,076
595
336
335
1
401.6
3,835
3,433.4
0
0
1
0
0
0
22
0
9997_8501373
3
13
584
0
0
490
0
1
1,500
bus_only
1,076
584
2
1
1
0.9
3,731.9
3,731
0
0
1
0
0
0
22
0
9997_8501373
4
13
895
0
0
606
0
0
1,500
bus_only
1,744
895
243
1
242
289.5
4,266.7
3,977.2
0
0
1
0
0
0
22
0
9997_8501373
5
13
817
0
0
606
0
0
1,500
bus_only
1,741
817
318
1
317
379
3,827.5
3,448.5
0
0
1
0
0
0
22
0
9997_8501373
6
13
306
150
0
491
49
2
1,550
bus+train
1,239
456
292
1
242
347.7
4,216.5
1,871.5
1,997.3
0
1
1
0
0
22
0
9997_8501373
7
13
156
150
0
309
37
1
1,550
bus+train
1,042
306
427
1
389
510.7
3,670.3
1,162.3
1,997.3
0
1
1
0
0
22
0
9997_8501373
8
13
928
0
0
546
0
0
1,500
bus_only
1,858
928
384
1
383
459.2
4,559.3
4,100.1
0
0
1
0
0
0
22
0
9997_8501373
9
13
228
150
0
491
49
2
1,550
bus+train
1,236
378
367
1
317
437.2
3,777.3
1,342.7
1,997.3
0
1
1
0
0
22
0
9997_8501373
10
13
339
150
0
431
49
2
1,550
bus+train
1,353
489
433
1
383
517.4
4,509
1,994.3
1,997.3
0
1
1
0
0
22
0
9997_8501373
11
13
735
0
0
606
0
0
1,500
bus_only
1,851
735
510
1
509
609.7
3,877.7
3,268
0
0
1
0
0
0
22
0
9997_8501373
12
13
0
250
0
329
0
0
1,550
train_only
1,347
250
768
314
454
919.9
3,836.6
0
2,916.8
0
0
1
0
0
22
0
9997_8502644
0
4
513
0
0
589
0
0
1,500
bus_only
1,104
513
2
1
1
1.1
2,129.4
2,128.3
0
0
1
0
0
35
35
1
9997_8502644
1
4
305
0
0
322
105
1
1,500
bus_only
1,010
305
383
1
277
456.9
2,378.3
1,921.4
0
0
1
0
0
0
35
0
9997_8502644
2
4
468
0
0
589
0
0
1,500
bus_only
1,448
468
391
1
390
468.3
2,249.6
1,781.3
0
0
1
0
0
0
35
0
9997_8502644
3
4
563
0
0
649
0
0
1,500
bus_only
1,677
563
465
1
464
556
3,126.8
2,570.8
0
0
1
0
0
0
35
0
9997_8502700
0
9
1,270
0
0
633
0
0
1,500
bus_only
1,905
1,270
2
1
1
1.1
6,482.4
6,481.3
0
0
1
0
0
47
48
0.979167
9997_8502700
1
9
236
690
0
355
104
1
1,550
bus+train
1,922
926
641
314
223
767.9
9,194.9
1,488.8
6,938.2
0
1
1
0
0
48
0
9997_8502700
2
9
1,330
0
0
693
0
0
1,500
bus_only
2,237
1,330
214
1
213
254.2
6,934
6,679.8
0
0
1
0
0
0
48
0
9997_8502700
3
9
479
600
0
744
56
2
1,550
bus+train
2,114
1,079
291
1
234
346.6
9,094.3
3,089.8
5,658
0
1
1
0
0
48
0
9997_8502700
4
9
453
600
0
667
159
1
1,550
bus+train
2,114
1,053
394
1
234
470.5
9,235.6
3,107.1
5,658
0
1
1
0
0
48
0
9997_8502700
5
9
1,430
0
0
633
0
0
1,500
bus_only
2,529
1,430
466
1
465
557.8
7,548.2
6,990.5
0
0
1
0
0
0
48
0
9997_8502700
6
9
278
500
0
467
98
1
3,000
bus+train
1,947
778
702
314
290
840.5
7,068.2
1,309.1
4,918.6
0
1
1
0
1
48
0.020833
9997_8502700
7
9
209
690
0
355
104
1
1,550
bus+train
2,101
899
847
314
429
1,014.1
9,051.4
1,099.1
6,938.2
0
1
1
0
0
48
0
9997_8502700
8
9
336
690
0
355
104
1
1,550
bus+train
2,264
1,026
883
314
465
1,057.8
9,795.5
1,799.5
6,938.2
0
1
1
0
0
48
0
9997_9002554
0
4
1,497
0
0
400
0
0
1,500
bus_only
1,905
1,497
8
1
7
8
10,608.8
10,600.8
0
0
1
0
0
14
14
1
9997_9002554
1
4
1,524
0
0
185
0
2
1,500
bus_only
2,332
1,524
623
109
514
746.7
12,114.6
11,367.9
0
0
1
0
0
0
14
0
9997_9002554
2
4
1,543
0
0
400
0
0
1,500
bus_only
2,352
1,543
409
1
408
489.4
11,454.1
10,964.7
0
0
1
0
0
0
14
0
9997_9002554
3
4
1,467
0
0
460
0
0
1,500
bus_only
2,392
1,467
465
1
464
555.8
10,687.5
10,131.7
0
0
1
0
0
0
14
0
9997_9003441
0
4
130
0
0
100
0
0
1,500
bus_only
237
130
7
1
6
7.5
818.6
811.1
0
0
1
0
0
262
326
0.803681
9997_9003441
1
4
45
0
0
100
0
0
1,500
bus_only
577
45
432
1
431
516.8
941.5
424.6
0
0
1
0
0
0
326
0
9997_9003441
2
4
207
0
0
311
0
0
1,500
bus_only
810
207
292
1
291
349.1
1,414.4
1,065.3
0
0
1
0
0
64
326
0.196319
9997_9003441
3
4
166
0
0
160
0
0
1,500
bus_only
699
166
373
1
372
446.3
1,608.6
1,162.3
0
0
1
0
0
0
326
0
9997_9003557
0
4
353
0
0
76
0
0
1,500
bus_only
431
353
2
1
1
1
2,559.5
2,558.5
0
0
1
0
0
194
194
1
9997_9003557
1
4
401
0
0
76
0
0
1,500
bus_only
739
401
262
1
261
313.1
3,103
2,789.9
0
0
1
0
0
0
194
0
9997_9003557
2
4
281
0
0
136
0
0
1,500
bus_only
918
281
501
1
500
599.1
2,710
2,111
0
0
1
0
0
0
194
0
9997_9003557
3
4
439
0
0
133
0
1
1,500
bus_only
886
439
314
1
313
375.8
3,212.2
2,836.4
0
0
1
0
0
0
194
0
9997_9003559
0
4
264
0
0
77
0
0
1,500
bus_only
349
264
8
1
7
7.8
2,118.7
2,111
0
0
1
0
0
100
100
1
9997_9003559
1
4
221
0
0
77
0
0
1,500
bus_only
731
221
433
1
432
518.7
2,241
1,722.3
0
0
1
0
0
0
100
0
9997_9003559
2
4
325
0
0
137
0
0
1,500
bus_only
969
325
507
1
506
606
3,164.5
2,558.5
0
0
1
0
0
0
100
0
9997_9003559
3
4
764
0
0
847
0
0
1,500
bus_only
2,158
764
547
31
516
655.5
3,026.9
2,371.5
0
0
1
0
0
0
100
0
9997_9003560
0
6
234
0
0
115
0
0
1,500
bus_only
351
234
2
1
1
1.1
1,723.4
1,722.3
0
0
1
0
0
215
217
0.990783
9997_9003560
1
6
276
0
0
115
0
0
1,500
bus_only
830
276
439
1
438
525.1
2,636.1
2,111
0
0
1
0
0
0
217
0
9997_9003560
2
6
784
0
0
336
0
0
1,500
bus_only
1,524
784
404
31
373
483.6
2,855.1
2,371.5
0
0
1
0
0
0
217
0
9997_9003560
3
6
290
0
0
504
0
0
1,500
bus_only
1,238
290
444
1
443
531.3
2,021.1
1,489.8
0
0
1
0
0
2
217
0.009217
9997_9003560
4
6
719
0
0
396
0
0
1,500
bus_only
1,654
719
539
31
508
645.1
2,785.2
2,140.1
0
0
1
0
0
0
217
0
9997_9003560
5
6
450
0
0
504
0
0
1,500
bus_only
1,504
450
550
1
549
658.9
2,440.3
1,781.3
0
0
1
0
0
0
217
0
9997_9003718
0
11
438
0
0
458
0
0
1,500
bus_only
898
438
2
1
1
0.7
3,239.4
3,238.7
0
0
1
0
0
89
93
0.956989
9997_9003718
1
11
428
0
0
333
0
1
1,500
bus_only
763
428
2
1
1
0.7
3,239.4
3,238.7
0
0
1
0
0
4
93
0.043011
9997_9003718
2
11
422
0
0
297
0
0
1,500
bus_only
967
422
248
1
247
295.3
3,402.5
3,107.1
0
0
1
0
0
0
93
0
9997_9003718
3
11
416
0
0
671
0
1
1,500
bus_only
1,397
416
310
1
309
370.4
3,467.4
3,096.9
0
0
1
0
0
0
93
0
9997_9003718
4
11
369
0
0
297
0
0
1,500
bus_only
1,107
369
441
1
440
526.6
3,316.5
2,789.9
0
0
1
0
0
0
93
0
9997_9003718
5
11
384
0
0
458
0
0
1,500
bus_only
1,296
384
454
1
453
543.6
3,379.9
2,836.4
0
0
1
0
0
0
93
0
9997_9003718
6
11
391
0
0
300
0
1
1,500
bus_only
1,116
391
425
1
424
508.3
3,364.3
2,856
0
0
1
0
0
0
93
0
9997_9003718
7
11
547
0
0
458
0
0
1,500
bus_only
1,456
547
451
1
450
540.1
4,178.4
3,638.3
0
0
1
0
0
0
93
0
9997_9003718
8
11
452
0
0
297
0
0
1,500
bus_only
1,251
452
502
1
501
601.1
3,984.2
3,383
0
0
1
0
0
0
93
0
9997_9003718
9
11
503
0
0
338
0
1
1,500
bus_only
1,357
503
516
1
515
617.8
4,313.9
3,696.1
0
0
1
0
0
0
93
0
9997_9003718
10
11
513
0
0
156
0
0
1,500
bus_only
1,539
513
870
355
515
1,043.2
4,654.5
3,611.3
0
0
1
0
0
0
93
0
9997_9013827
0
8
379
0
0
178
0
0
1,500
bus_only
606
379
49
1
48
56.9
2,846.9
2,789.9
0
0
1
0
0
5
55
0.090909
9997_9013827
1
8
382
0
0
176
0
1
1,500
bus_only
568
382
10
1
9
10.3
2,846.7
2,836.4
0
0
1
0
0
1
55
0.018182
9997_9013827
2
8
325
0
0
178
0
0
1,500
bus_only
792
325
289
1
288
344.4
2,902.9
2,558.5
0
0
1
0
0
0
55
0
9997_9013827
3
8
422
0
0
236
0
1
1,500
bus_only
937
422
279
1
278
332.7
3,429.7
3,096.9
0
0
1
0
0
0
55
0
9997_9013827
4
8
434
0
0
118
0
0
1,500
bus_only
870
434
318
1
317
380.8
3,487.9
3,107.1
0
0
1
0
0
0
55
0
9997_9013827
5
8
463
0
0
509
0
0
1,500
bus_only
1,384
463
412
1
411
493
3,731.7
3,238.7
0
0
1
0
0
48
55
0.872727
9997_9013827
6
8
456
0
0
363
0
1
1,500
bus_only
1,250
456
431
1
430
514.7
3,753.4
3,238.7
0
0
1
0
0
1
55
0.018182
9997_9013827
7
8
392
0
0
140
0
0
1,500
bus_only
1,807
392
1,275
355
920
1,528.1
4,279.6
2,751.6
0
0
1
0
0
0
55
0
9997_9034200
0
4
167
0
0
88
0
0
1,500
bus_only
263
167
8
1
7
8.5
1,170.7
1,162.3
0
0
1
0
0
244
245
0.995918
9997_9034200
1
4
198
0
0
306
0
0
1,500
bus_only
609
198
105
1
104
124.8
1,190.1
1,065.3
0
0
1
0
0
1
245
0.004082
9997_9034200
2
4
130
0
0
88
0
0
1,500
bus_only
609
130
391
1
390
467.9
1,279
811.1
0
0
1
0
0
0
245
0
9997_9034200
3
4
289
0
0
306
0
0
1,500
bus_only
988
289
393
1
392
470.6
1,960.3
1,489.8
0
0
1
0
0
0
245
0
9997_9034505
0
3
1,570
0
0
171
0
0
1,500
bus_only
1,749
1,570
8
1
7
8.7
10,973.4
10,964.7
0
0
1
0
0
14
14
1
9997_9034505
1
3
1,523
0
0
171
0
0
1,500
bus_only
2,107
1,523
413
1
412
494.5
11,095.3
10,600.8
0
0
1
0
0
0
14
0
9997_9034505
2
3
1,648
0
0
231
0
0
1,500
bus_only
2,162
1,648
283
1
282
338.2
11,561
11,222.9
0
0
1
0
0
0
14
0
9997_9068
0
9
1,318
0
0
305
0
0
1,500
bus_only
1,634
1,318
11
1
10
12.1
9,015.3
9,003.2
0
0
1
0
0
12
13
0.923077
9997_9068
1
9
467
390
0
593
140
2
1,550
bus+train
1,601
857
151
1
10
178.8
6,982.7
2,804.8
3,999.1
0
1
1
0
0
13
0
9997_9068
2
9
1,252
0
0
305
0
0
1,500
bus_only
1,888
1,252
331
1
330
395.8
9,105.2
8,709.4
0
0
1
0
0
0
13
0
9997_9068
3
9
1,114
0
0
345
0
1
1,500
bus_only
1,782
1,114
323
1
322
386.4
9,291
8,904.7
0
0
1
0
0
0
13
0
9997_9068
4
9
1,144
0
0
345
0
1
1,500
bus_only
1,840
1,144
351
1
350
419.6
9,637.7
9,218.2
0
0
1
0
0
0
13
0
9997_9068
5
9
303
490
0
381
103
1
1,550
bus+train
1,601
793
427
314
10
510.8
7,071.9
1,642.5
4,918.6
0
1
1
0
1
13
0.076923
9997_9068
6
9
1,074
0
0
345
0
1
1,500
bus_only
1,861
1,074
442
1
441
529.3
9,248.7
8,719.4
0
0
1
0
0
0
13
0
9997_9068
7
9
401
390
0
593
140
2
1,550
bus+train
1,855
791
471
1
330
562.4
7,072.6
2,511
3,999.1
0
1
1
0
0
13
0
9997_9068
8
9
237
490
0
381
103
1
1,550
bus+train
1,855
727
747
314
330
894.4
7,161.8
1,348.8
4,918.6
0
1
1
0
0
13
0
9997_9871
0
3
884
0
0
249
0
0
1,500
bus_only
1,177
884
44
1
43
51.9
4,824
4,772.1
0
0
1
0
0
28
28
1
9997_9871
1
3
851
0
0
249
0
0
1,500
bus_only
1,632
851
532
1
531
637.6
4,974.1
4,336.6
0
0
1
0
0
0
28
0
9997_9871
2
3
939
0
0
309
0
0
1,500
bus_only
1,722
939
474
1
473
567.1
5,817
5,249.9
0
0
1
0
0
0
28
0
9997_9931
0
16
800
0
0
674
0
0
1,500
bus_only
1,483
800
9
1
8
9.8
4,346.4
4,336.6
0
0
1
0
0
20
20
1
9997_9931
1
16
778
0
0
415
0
2
1,500
bus_only
1,202
778
9
1
8
9.8
4,346.4
4,336.6
0
0
1
0
0
0
20
0
9997_9931
2
16
734
0
0
734
0
0
1,500
bus_only
1,787
734
319
1
318
380.8
4,440.7
4,059.8
0
0
1
0
0
0
20
0
9997_9931
3
16
768
0
0
224
201
1
1,500
bus_only
1,202
768
210
1
8
250.1
4,455.1
4,205
0
0
1
0
0
0
20
0
9997_9931
4
16
712
0
0
475
0
2
1,500
bus_only
1,506
712
319
1
318
380.8
4,440.7
4,059.8
0
0
1
0
0
0
20
0
9997_9931
5
16
807
0
0
415
0
2
1,500
bus_only
1,577
807
355
1
354
425.2
5,081.4
4,656.2
0
0
1
0
0
0
20
0
9997_9931
6
16
832
0
0
734
0
0
1,500
bus_only
2,032
832
466
1
465
558.4
5,330.5
4,772.1
0
0
1
0
0
0
20
0