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
10034_60031
15
19
422
0
0
396
68
1
1,500
bus_only
1,582
422
764
142
554
914.8
3,963.9
3,049.2
0
0
1
0
0
0
32
0
10034_60031
16
19
267
0
0
616
0
0
1,500
bus_only
1,734
267
851
297
554
1,019.6
2,153.4
1,133.8
0
0
1
0
0
0
32
0
10034_60031
17
19
328
0
0
222
167
1
1,500
bus_only
1,413
328
863
142
554
1,033.3
3,779.8
2,746.5
0
0
1
0
0
0
32
0
10034_60031
18
19
489
0
0
274
167
2
1,500
bus_only
1,619
489
856
142
547
1,025.6
3,956.2
2,930.6
0
0
1
0
0
0
32
0
10034_70760
0
4
417
0
0
485
0
0
1,500
bus_only
946
417
44
6
38
51.8
2,423.1
2,371.3
0
0
1
0
0
22
56
0.392857
10034_70760
1
4
503
0
0
485
0
0
1,500
bus_only
1,331
503
343
6
337
411.4
3,053.4
2,641.9
0
0
1
0
0
0
56
0
10034_70760
2
4
496
0
0
634
0
1
1,500
bus_only
1,606
496
476
6
470
570.5
3,336.2
2,765.7
0
0
1
0
0
34
56
0.607143
10034_70760
3
4
427
0
0
248
0
0
1,500
bus_only
1,606
427
931
461
470
1,115.7
3,475.5
2,359.8
0
0
1
0
0
0
56
0
10034_70761
0
6
508
0
0
426
0
0
1,500
bus_only
947
508
13
6
7
14.9
2,656.9
2,641.9
0
0
1
0
0
190
190
1
10034_70761
1
6
415
0
0
426
0
0
1,500
bus_only
1,154
415
313
6
307
375.4
2,746.6
2,371.3
0
0
1
0
0
0
190
0
10034_70761
2
6
542
0
0
486
0
0
1,500
bus_only
1,365
542
337
6
331
403.7
3,372.4
2,968.7
0
0
1
0
0
0
190
0
10034_70761
3
6
508
0
0
818
0
1
1,500
bus_only
1,502
508
176
6
170
210.7
2,976.4
2,765.7
0
0
1
0
0
0
190
0
10034_70761
4
6
525
0
0
586
0
1
1,500
bus_only
1,348
525
237
6
231
284.1
3,134.5
2,850.4
0
0
1
0
0
0
190
0
10034_70761
5
6
743
0
0
595
0
1
1,500
bus_only
1,763
743
425
6
419
509.5
3,593.8
3,084.3
0
0
1
0
0
0
190
0
10034_71275
0
6
754
0
0
297
0
0
1,500
bus_only
1,058
754
7
6
1
7.8
3,613.1
3,605.3
0
0
1
0
0
21
21
1
10034_71275
1
6
467
0
0
51
0
0
1,500
bus_only
816
467
298
297
1
356.6
2,499.5
2,142.9
0
0
1
0
0
0
21
0
10034_71275
2
6
681
0
0
297
0
0
1,500
bus_only
1,244
681
266
6
260
317.9
3,693.5
3,375.6
0
0
1
0
0
0
21
0
10034_71275
3
6
796
0
0
297
0
0
1,500
bus_only
1,415
796
322
6
316
386.1
4,272.6
3,886.5
0
0
1
0
0
0
21
0
10034_71275
4
6
394
0
0
51
0
0
1,500
bus_only
1,002
394
557
297
260
666.8
2,579.9
1,913.1
0
0
1
0
0
0
21
0
10034_71275
5
6
509
0
0
51
0
0
1,500
bus_only
1,173
509
613
297
316
734.9
3,159
2,424.1
0
0
1
0
0
0
21
0
10034_71276
0
3
745
0
0
376
0
0
1,500
bus_only
1,128
745
7
6
1
7.5
3,894
3,886.5
0
0
1
0
0
26
26
1
10034_71276
1
3
701
0
0
376
0
0
1,500
bus_only
1,400
701
323
6
317
386.9
3,992.3
3,605.3
0
0
1
0
0
0
26
0
10034_71276
2
3
853
0
0
376
0
0
1,500
bus_only
1,603
853
374
6
368
447.9
4,661
4,213.1
0
0
1
0
0
0
26
0
10034_71999
0
9
788
0
0
268
0
1
1,500
bus_only
1,066
788
10
6
4
11
4,805.1
4,794.2
0
0
1
0
0
0
15
0
10034_71999
1
9
370
0
0
63
0
0
1,500
bus_only
734
370
301
297
4
359.8
2,203.6
1,843.8
0
0
1
0
0
14
15
0.933333
10034_71999
2
9
234
0
0
193
0
0
1,500
bus_only
853
234
426
142
284
509.7
2,239
1,729.3
0
0
1
0
0
0
15
0
10034_71999
3
9
300
0
0
304
39
1
1,500
bus_only
823
300
219
142
38
260.8
2,305.4
2,044.7
0
0
1
0
0
0
15
0
10034_71999
4
9
274
0
0
244
39
1
1,500
bus_only
816
274
298
142
117
356.5
2,267.5
1,911.1
0
0
1
0
0
0
15
0
10034_71999
5
9
247
0
0
113
0
0
1,500
bus_only
946
247
586
142
444
701.6
2,324.2
1,622.7
0
0
1
0
0
1
15
0.066667
10034_71999
6
9
197
0
0
113
0
0
1,500
bus_only
924
197
614
142
472
734.6
2,026.8
1,292.1
0
0
1
0
0
0
15
0
10034_71999
7
9
706
0
0
328
0
1
1,500
bus_only
1,574
706
540
6
534
646.8
5,022.9
4,376.1
0
0
1
0
0
0
15
0
10034_71999
8
9
288
0
0
123
0
0
1,500
bus_only
1,242
288
831
297
534
995.6
2,421.4
1,425.8
0
0
1
0
0
0
15
0
10034_72075
0
5
58
0
0
51
0
0
1,500
bus_only
116
58
7
6
1
7.5
562.8
555.2
0
0
1
0
0
161
201
0.800995
10034_72075
1
5
89
0
0
51
0
0
1,500
bus_only
457
89
317
6
311
379.4
1,210.5
831.1
0
0
1
0
0
0
201
0
10034_72075
2
5
75
0
0
508
0
0
1,500
bus_only
860
75
277
6
271
332
737.9
405.9
0
0
1
0
0
0
201
0
10034_72075
3
5
1,281
0
0
713
0
0
1,500
bus_only
2,381
1,281
387
6
381
463.4
6,864.1
6,400.8
0
0
1
0
0
40
201
0.199005
10034_72075
4
5
75
0
0
97
0
0
1,500
bus_only
921
75
749
319
430
896.9
1,167.7
270.8
0
0
1
0
0
0
201
0
10034_72076
0
6
90
0
0
228
0
0
1,500
bus_only
325
90
7
6
1
7.5
838.6
831.1
0
0
1
0
0
271
271
1
10034_72076
1
6
99
0
0
361
0
1
1,500
bus_only
604
99
144
6
138
171.9
1,106.5
934.6
0
0
1
0
0
0
271
0
10034_72076
2
6
60
0
0
288
0
0
1,500
bus_only
664
60
316
6
310
378.9
934.1
555.2
0
0
1
0
0
0
271
0
10034_72076
3
6
125
0
0
288
0
0
1,500
bus_only
776
125
363
6
357
433.7
1,612.4
1,178.7
0
0
1
0
0
0
271
0
10034_72076
4
6
84
0
0
403
0
0
1,500
bus_only
1,011
84
524
6
518
627.6
1,033.5
405.9
0
0
1
0
0
0
271
0
10034_72076
5
6
99
0
0
817
0
0
1,500
bus_only
1,504
99
588
6
582
704.7
1,237.4
532.7
0
0
1
0
0
0
271
0
10034_72077
0
3
125
0
0
53
0
0
1,500
bus_only
193
125
15
6
9
17.5
1,196.2
1,178.7
0
0
1
0
0
478
478
1
10034_72077
1
3
91
0
0
53
0
0
1,500
bus_only
535
91
391
6
385
469
1,300.1
831.1
0
0
1
0
0
0
478
0
10034_72077
2
3
1,080
0
0
113
0
0
1,500
bus_only
1,700
1,080
507
6
501
607.5
5,599.7
4,992.3
0
0
1
0
0
0
478
0
10034_72079
0
2
259
0
0
227
0
0
2,500
bus_only
493
259
7
6
1
7.8
2,391.1
2,383.3
0
0
1
0
0
282
282
1
10034_72079
1
2
349
0
0
227
0
0
2,500
bus_only
926
349
350
6
344
419
3,107.9
2,688.9
0
0
1
0
0
0
282
0
10034_72080
0
8
362
0
0
40
0
0
1,500
bus_only
418
362
16
6
10
18.4
2,707.3
2,688.9
0
0
1
0
0
157
195
0.805128
10034_72080
1
8
272
0
0
40
0
0
1,500
bus_only
669
272
357
6
351
428.1
2,811.4
2,383.3
0
0
1
0
0
0
195
0
10034_72080
2
8
1,140
0
0
46
0
0
1,500
bus_only
1,612
1,140
426
2
424
510.6
3,582
3,071.4
0
0
1
0
0
0
195
0
10034_72080
3
8
454
0
0
601
0
0
1,500
bus_only
1,474
454
419
6
413
502.4
3,561.5
3,059.1
0
0
1
0
0
38
195
0.194872
10034_72080
4
8
444
0
0
589
0
1
1,500
bus_only
1,452
444
419
6
413
502.4
3,561.5
3,059.1
0
0
1
0
0
0
195
0
10034_72080
5
8
1,123
0
0
601
0
0
1,500
bus_only
2,149
1,123
425
6
419
509.7
4,086.1
3,576.5
0
0
1
0
0
0
195
0
10034_72080
6
8
662
0
0
661
0
0
1,500
bus_only
1,872
662
549
6
543
657.6
3,876.1
3,218.5
0
0
1
0
0
0
195
0
10034_72080
7
8
652
0
0
649
0
1
1,500
bus_only
1,850
652
549
6
543
657.6
3,876.1
3,218.5
0
0
1
0
0
0
195
0
10034_72081
0
10
455
0
0
573
0
0
1,500
bus_only
1,035
455
7
6
1
7.5
3,211.1
3,203.5
0
0
1
0
0
107
110
0.972727
10034_72081
1
10
626
0
0
235
2
1
1,500
bus_only
866
626
5
2
1
4.9
3,210.4
3,205.5
0
0
1
0
0
3
110
0.027273
10034_72081
2
10
930
0
0
783
0
0
1,500
bus_only
1,929
930
216
6
210
257.4
3,833.9
3,576.5
0
0
1
0
0
0
110
0
10034_72081
3
10
583
0
0
457
2
1
1,500
bus_only
1,438
583
398
2
394
475.9
3,537
3,061.1
0
0
1
0
0
0
110
0
10034_72081
4
10
415
0
0
783
0
0
1,500
bus_only
1,598
415
400
6
394
478.6
3,537.7
3,059.1
0
0
1
0
0
0
110
0
10034_72081
5
10
490
0
0
573
0
0
1,500
bus_only
1,487
490
424
6
418
507.8
4,081.9
3,574.1
0
0
1
0
0
0
110
0
10034_72081
6
10
661
0
0
235
2
1
1,500
bus_only
1,318
661
422
2
418
505.2
4,081.2
3,576
0
0
1
0
0
0
110
0
10034_72081
7
10
1,109
0
0
189
0
0
1,500
bus_only
1,762
1,109
464
2
462
555.4
3,626.9
3,071.4
0
0
1
0
0
0
110
0
10034_72081
8
10
233
240
0
285
161
1
1,550
bus+train
1,234
473
476
2
313
570
3,792
557.2
2,664.9
0
1
1
0
0
110
0
10034_72081
9
10
0
240
0
254
0
0
1,550
train_only
1,234
240
740
427
313
887.6
3,552.4
0
2,664.9
0
0
1
0
0
110
0
10034_72091
0
3
1,208
0
0
239
0
0
1,500
bus_only
1,454
1,208
7
6
1
7.9
8,809.7
8,801.8
0
0
1
0
0
26
26
1
10034_72091
1
3
1,280
0
0
239
0
0
1,500
bus_only
1,717
1,280
198
6
192
237
9,208.6
8,971.6
0
0
1
0
0
0
26
0
10034_72091
2
3
1,167
0
0
239
0
0
1,500
bus_only
1,868
1,167
462
6
456
553.5
8,950.3
8,396.8
0
0
1
0
0
0
26
0
10034_72546
0
13
1,305
0
0
602
0
0
1,500
bus_only
1,922
1,305
15
6
9
16.7
8,726.1
8,709.4
0
0
1
0
0
22
22
1
10034_72546
1
13
63
840
0
215
205
1
1,550
bus+train
2,108
903
990
427
358
1,186.9
9,175.2
469.9
7,518.4
0
1
1
0
0
22
0
10034_72546
2
13
1,263
0
0
662
0
0
1,500
bus_only
2,246
1,263
321
6
315
382.9
8,809
8,426.2
0
0
1
0
0
0
22
0
10034_72546
3
13
1,341
0
0
624
0
2
1,500
bus_only
2,242
1,341
277
6
271
331.8
10,524
10,192.2
0
0
1
0
0
0
22
0
10034_72546
4
13
1,268
0
0
624
0
2
1,500
bus_only
2,231
1,268
339
6
333
405.1
10,093.8
9,688.6
0
0
1
0
0
0
22
0
10034_72546
5
13
1,485
0
0
522
0
0
1,500
bus_only
2,475
1,485
468
6
462
560.2
10,857.3
10,297.2
0
0
1
0
0
0
22
0
10034_72546
6
13
1,087
0
0
711
35
1
1,500
bus_only
2,296
1,087
498
6
457
595.6
8,504.2
7,908.6
0
0
1
0
0
0
22
0
10034_72546
7
13
348
690
0
399
55
1
1,550
bus+train
2,190
1,038
753
427
271
901.7
9,397
2,200.2
6,295.1
0
1
1
0
0
22
0
10034_72546
8
13
211
840
0
297
84
1
1,550
bus+train
2,118
1,051
770
427
259
922.6
9,160.6
719.7
7,518.4
0
1
1
0
0
22
0
10034_72546
9
13
275
690
0
399
55
1
1,550
bus+train
2,180
965
816
427
334
976.2
8,968
1,696.7
6,295.1
0
1
1
0
0
22
0
10034_72546
10
13
102
840
0
346
223
1
1,550
bus+train
2,177
942
889
427
239
1,064.9
10,019.4
1,436.1
7,518.4
0
1
1
0
0
22
0
10034_72546
11
13
136
840
0
275
205
1
1,550
bus+train
2,166
976
915
427
283
1,096.4
9,588.3
973.5
7,518.4
0
1
1
0
0
22
0
10034_72546
12
13
161
840
0
215
198
1
1,550
bus+train
2,275
1,001
1,059
427
434
1,269.4
9,201.3
413.6
7,518.4
0
1
1
0
0
22
0
10034_72548
0
2
1,372
0
0
460
0
0
1,500
bus_only
1,851
1,372
19
6
13
21.6
9,631.7
9,610.1
0
0
1
0
0
21
21
1
10034_72548
1
2
1,331
0
0
460
0
0
1,500
bus_only
2,160
1,331
369
6
363
442.4
9,732.3
9,289.9
0
0
1
0
0
0
21
0
10034_72585
0
3
1,301
0
0
709
0
0
2,500
bus_only
2,031
1,301
21
6
15
24.2
8,504.7
8,480.5
0
0
1
0
0
14
14
1
10034_72585
1
3
1,200
0
0
709
0
0
2,500
bus_only
2,377
1,200
468
6
462
560.7
8,585.2
8,024.5
0
0
1
0
0
0
14
0
10034_72585
2
3
1,359
0
0
709
0
0
2,500
bus_only
2,444
1,359
376
6
370
448.9
9,289.6
8,840.7
0
0
1
0
0
0
14
0
10034_72619
0
2
1,311
0
0
214
0
0
1,500
bus_only
1,532
1,311
7
6
1
7.5
6,946.8
6,939.3
0
0
1
0
0
27
27
1
10034_72619
1
2
1,643
0
0
214
0
0
1,500
bus_only
1,922
1,643
65
6
59
77.1
10,249.9
10,172.8
0
0
1
0
0
0
27
0
10034_72812
0
5
616
0
0
603
0
0
1,500
bus_only
1,226
616
7
6
1
7.5
3,887
3,879.5
0
0
1
0
0
31
31
1
10034_72812
1
5
494
0
0
422
0
0
1,500
bus_only
982
494
66
6
60
78.2
3,975.3
3,897.1
0
0
1
0
0
0
31
0
10034_72812
2
5
415
0
0
482
0
0
1,500
bus_only
1,286
415
389
6
383
464.8
3,996.9
3,532.1
0
0
1
0
0
0
31
0
10034_72812
3
5
739
0
0
603
0
0
1,500
bus_only
1,807
739
465
6
459
557.3
5,143.3
4,586.1
0
0
1
0
0
0
31
0
10034_72812
4
5
699
0
0
603
0
0
1,500
bus_only
1,770
699
468
6
462
561.2
4,864.2
4,303
0
0
1
0
0
0
31
0
10034_72817
0
4
873
0
0
162
0
0
1,500
bus_only
1,042
873
7
6
1
7.5
5,376.7
5,369.2
0
0
1
0
0
18
18
1
10034_72817
1
4
0
450
0
103
0
0
1,550
train_only
1,077
450
524
427
97
628.2
4,806.5
0
4,178.3
0
0
1
0
0
18
0
10034_72817
2
4
826
0
0
222
0
0
1,500
bus_only
1,340
826
292
6
286
348.7
5,462.9
5,114.1
0
0
1
0
0
0
18
0
10034_72817
3
4
929
0
0
222
0
0
1,500
bus_only
1,705
929
554
6
548
663.9
6,498.8
5,834.8
0
0
1
0
0
0
18
0
10034_73688
0
2
880
0
0
310
0
0
1,500
bus_only
1,197
880
7
6
1
7.5
7,735.5
7,728
0
0
1
0
0
20
20
1
10034_73688
1
2
815
0
0
310
0
0
1,500
bus_only
1,355
815
230
6
224
275.1
7,804.8
7,529.8
0
0
1
0
0
0
20
0