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
10018_9704
1
16
640
0
0
250
90
1
1,500
bus_only
990
640
100
9
1
118.5
3,768.8
3,650.3
0
0
1
0
0
4
21
0.190476
10018_9704
2
16
791
0
0
200
0
0
1,500
bus_only
1,486
791
495
265
230
592.4
5,712.6
5,120.2
0
0
1
0
0
0
21
0
10018_9704
3
16
507
0
0
813
35
1
1,500
bus_only
1,620
507
300
9
256
357.7
3,832.3
3,474.7
0
0
1
0
0
5
21
0.238095
10018_9704
4
16
834
0
0
350
23
1
1,500
bus_only
1,505
834
321
9
289
383.6
4,908.3
4,524.7
0
0
1
0
0
2
21
0.095238
10018_9704
5
16
891
0
0
273
23
2
1,500
bus_only
1,485
891
321
9
289
383.6
4,908.3
4,524.7
0
0
1
0
0
0
21
0
10018_9704
6
16
781
0
0
311
0
1
1,500
bus_only
1,505
781
413
104
309
494.6
5,699.5
5,205
0
0
1
0
0
0
21
0
10018_9704
7
16
926
0
0
253
23
1
1,500
bus_only
1,631
926
452
9
420
539.5
5,217.3
4,677.9
0
0
1
0
0
0
21
0
10018_9704
8
16
789
0
0
253
23
1
1,500
bus_only
1,517
789
475
9
443
567.8
4,412.9
3,845.2
0
0
1
0
0
0
21
0
10018_9704
9
16
697
0
0
310
90
1
1,500
bus_only
1,526
697
519
9
420
620.1
4,679.7
4,059.6
0
0
1
0
0
0
21
0
10018_9704
10
16
861
0
0
368
23
1
1,500
bus_only
1,724
861
495
9
463
591.3
5,282.1
4,690.9
0
0
1
0
0
1
21
0.047619
10018_9704
11
16
560
0
0
310
90
1
1,500
bus_only
1,412
560
542
9
443
648.4
3,875.3
3,226.9
0
0
1
0
0
0
21
0
10018_9704
12
16
928
0
0
411
38
1
1,500
bus_only
1,823
928
484
104
342
580
5,834.5
5,254.5
0
0
1
0
0
0
21
0
10018_9704
13
16
912
0
0
206
0
1
1,500
bus_only
1,648
912
530
188
342
634.8
3,870
3,235.1
0
0
1
0
0
0
21
0
10018_9704
14
16
731
0
0
311
0
1
1,500
bus_only
1,599
731
557
104
453
666.9
5,397.1
4,730.1
0
0
1
0
0
0
21
0
10018_9704
15
16
741
0
0
140
0
0
1,500
bus_only
1,599
741
718
265
453
860.6
5,505.9
4,645.3
0
0
1
0
0
0
21
0
10018_9751
0
9
205
0
0
718
0
0
1,500
bus_only
943
205
20
9
11
21.7
1,631.9
1,610.2
0
0
1
0
0
197
205
0.965686
10018_9751
1
9
284
0
0
329
90
1
1,500
bus_only
723
284
110
9
11
129.7
2,119.7
1,990
0
0
1
0
0
4
205
0.019608
10018_9751
2
9
0
230
0
448
0
0
1,550
train_only
1,142
230
464
222
242
554.7
2,482.9
0
1,928.2
0
0
1
0
0
205
0
10018_9751
3
9
436
0
0
380
23
1
1,500
bus_only
859
436
43
9
11
49
2,657.3
2,608.3
0
0
1
0
0
3
205
0.014706
10018_9751
4
9
427
0
0
459
23
1
1,500
bus_only
1,195
427
309
9
277
368.1
2,051.8
1,683.7
0
0
1
0
0
0
205
0
10018_9751
5
9
259
0
0
778
0
0
1,500
bus_only
1,466
259
429
9
420
512.4
2,545
2,032.7
0
0
1
0
0
0
205
0
10018_9751
6
9
504
0
0
440
23
1
1,500
bus_only
1,367
504
423
9
391
505.3
3,480.4
2,975.1
0
0
1
0
0
0
205
0
10018_9751
7
9
338
0
0
389
90
1
1,500
bus_only
1,284
338
557
9
458
665.5
3,078
2,412.5
0
0
1
0
0
0
205
0
10018_9751
8
9
358
0
0
459
23
1
1,500
bus_only
1,365
358
548
9
516
654.8
2,124.2
1,469.4
0
0
1
0
0
0
205
0
10018_9761
0
8
637
0
0
676
0
0
1,500
bus_only
1,333
637
20
9
11
22.7
5,608.9
5,586.2
0
0
1
0
0
49
49
1
10018_9761
1
8
916
0
0
396
0
1
1,500
bus_only
1,458
916
146
9
137
173
5,798
5,625.1
0
0
1
0
0
0
49
0
10018_9761
2
8
675
0
0
736
0
0
1,500
bus_only
1,754
675
343
9
334
409.6
6,298.6
5,889
0
0
1
0
0
0
49
0
10018_9761
3
8
633
0
0
683
0
2
1,500
bus_only
1,611
633
295
9
286
351.2
6,025.2
5,674
0
0
1
0
0
0
49
0
10018_9761
4
8
870
0
0
456
0
1
1,500
bus_only
1,651
870
325
9
316
388.4
5,845
5,456.5
0
0
1
0
0
0
49
0
10018_9761
5
8
589
0
0
676
0
0
1,500
bus_only
1,651
589
386
9
377
461.7
5,714
5,252.3
0
0
1
0
0
0
49
0
10018_9761
6
8
651
0
0
587
0
1
1,500
bus_only
1,611
651
373
87
286
444.7
6,174
5,729.3
0
0
1
0
0
0
49
0
10018_9761
7
8
797
0
0
396
0
1
1,500
bus_only
1,571
797
378
9
369
452.5
5,529.5
5,077
0
0
1
0
0
0
49
0
10018_9865
0
3
155
0
0
285
0
0
1,500
bus_only
458
155
18
9
9
20.3
1,089.2
1,068.8
0
0
1
0
0
161
161
1
10018_9865
1
3
104
0
0
285
0
0
1,500
bus_only
740
104
351
9
342
419.7
1,179.2
759.6
0
0
1
0
0
0
161
0
10018_9865
2
3
0
90
0
128
0
0
1,550
train_only
849
90
631
222
409
756.6
1,563.8
0
807.2
0
0
1
0
0
161
0
10018_9902
0
6
103
0
0
670
0
0
1,500
bus_only
790
103
17
9
8
18.6
778.2
759.6
0
0
1
0
0
81
81
1
10018_9902
1
6
50
0
0
157
0
0
1,500
bus_only
468
50
261
9
252
311
778.2
467.2
0
0
1
0
0
0
81
0
10018_9902
2
6
121
0
0
97
0
0
1,500
bus_only
589
121
371
9
362
444.1
1,169.7
725.7
0
0
1
0
0
0
81
0
10018_9902
3
6
157
0
0
730
0
0
1,500
bus_only
1,214
157
327
9
318
389.4
1,458.2
1,068.8
0
0
1
0
0
0
81
0
10018_9902
4
6
109
0
0
205
0
1
1,500
bus_only
738
109
424
9
415
507.3
1,107.9
600.6
0
0
1
0
0
0
81
0
10018_9902
5
6
0
90
0
161
0
0
1,550
train_only
1,103
90
852
222
630
1,021.4
1,828.6
0
807.2
0
0
1
0
0
81
0
10018_9927
0
13
118
0
0
211
0
0
1,500
bus_only
340
118
11
9
2
11.9
737.6
725.7
0
0
1
0
0
130
188
0.691489
10018_9927
1
13
56
0
0
208
0
0
1,500
bus_only
566
56
302
9
293
360.5
827.7
467.2
0
0
1
0
0
58
188
0.308511
10018_9927
2
13
256
0
0
139
0
0
1,500
bus_only
701
256
306
86
220
365.9
901.1
535.2
0
0
1
0
0
0
188
0
10018_9927
3
13
133
0
0
339
0
1
1,500
bus_only
701
133
229
9
220
273.1
873.7
600.6
0
0
1
0
0
0
188
0
10018_9927
4
13
176
0
0
399
0
1
1,500
bus_only
892
176
317
9
308
378.9
1,141.3
762.4
0
0
1
0
0
0
188
0
10018_9927
5
13
299
0
0
199
0
0
1,500
bus_only
892
299
394
86
308
471.7
1,168.7
697
0
0
1
0
0
0
188
0
10018_9927
6
13
102
0
0
713
0
0
1,500
bus_only
1,169
102
354
9
345
422.1
1,181.6
759.6
0
0
1
0
0
0
188
0
10018_9927
7
13
199
0
0
211
0
0
1,500
bus_only
820
199
410
9
401
490.5
1,574
1,083.5
0
0
1
0
0
0
188
0
10018_9927
8
13
220
0
0
339
0
1
1,500
bus_only
980
220
421
9
412
503
1,380.2
877.2
0
0
1
0
0
0
188
0
10018_9927
9
13
343
0
0
139
0
0
1,500
bus_only
980
343
498
86
412
595.8
1,407.6
811.8
0
0
1
0
0
0
188
0
10018_9927
10
13
126
0
0
139
0
0
1,500
bus_only
797
126
532
86
446
636.5
855
218.5
0
0
1
0
0
0
188
0
10018_9927
11
13
0
90
0
159
0
0
1,550
train_only
781
90
532
222
310
637.9
1,445.1
0
807.2
0
0
1
0
0
188
0
10018_9927
12
13
81
0
0
171
0
0
1,500
bus_only
1,113
81
861
391
470
1,032.8
1,331.2
298.5
0
0
1
0
0
0
188
0
10018_9929
0
10
220
0
0
252
0
0
1,500
bus_only
482
220
10
9
1
10.3
1,093.8
1,083.5
0
0
1
0
0
83
109
0.761468
10018_9929
1
10
124
0
0
252
0
0
1,500
bus_only
788
124
412
9
403
492.3
1,218
725.7
0
0
1
0
0
0
109
0
10018_9929
2
10
270
0
0
335
0
0
1,500
bus_only
993
270
388
9
379
463.2
1,907.8
1,444.6
0
0
1
0
0
26
109
0.238532
10018_9929
3
10
272
0
0
252
0
0
1,500
bus_only
944
272
420
9
411
502.7
1,951.1
1,448.4
0
0
1
0
0
0
109
0
10018_9929
4
10
354
0
0
157
0
0
1,500
bus_only
1,052
354
541
87
454
647.3
1,502.3
855
0
0
1
0
0
0
109
0
10018_9929
5
10
422
0
0
157
0
0
1,500
bus_only
1,125
422
546
87
459
653.1
1,745.2
1,092.1
0
0
1
0
0
0
109
0
10018_9929
6
10
205
0
0
591
0
1
1,500
bus_only
1,258
205
462
9
453
552.1
1,429.3
877.2
0
0
1
0
0
0
109
0
10018_9929
7
10
349
0
0
370
0
0
1,500
bus_only
1,258
349
539
86
453
644.9
1,456.7
811.8
0
0
1
0
0
0
109
0
10018_9929
8
10
154
0
0
591
0
1
1,500
bus_only
1,224
154
479
9
470
573.1
1,335.5
762.4
0
0
1
0
0
0
109
0
10018_9929
9
10
298
0
0
370
0
0
1,500
bus_only
1,224
298
556
86
470
665.9
1,362.9
697
0
0
1
0
0
0
109
0
10018_9950
0
7
246
0
0
227
0
0
1,500
bus_only
483
246
10
9
1
10.5
1,458.9
1,448.4
0
0
1
0
0
108
110
0.981818
10018_9950
1
7
242
0
0
173
0
1
1,500
bus_only
425
242
10
9
1
10.5
1,458.9
1,448.4
0
0
1
0
0
2
110
0.018182
10018_9950
2
7
249
0
0
136
0
0
1,500
bus_only
640
249
255
9
246
304
1,748.6
1,444.6
0
0
1
0
0
0
110
0
10018_9950
3
7
399
0
0
118
0
0
1,500
bus_only
887
399
370
87
283
442.4
1,534.5
1,092.1
0
0
1
0
0
0
110
0
10018_9950
4
7
205
0
0
76
0
0
1,500
bus_only
702
205
421
9
412
503.2
1,586.7
1,083.5
0
0
1
0
0
0
110
0
10018_9950
5
7
292
0
0
287
0
0
1,500
bus_only
998
292
419
9
410
500.2
2,339.1
1,838.9
0
0
1
0
0
0
110
0
10018_9950
6
7
331
0
0
118
0
0
1,500
bus_only
1,041
331
592
87
505
708.7
1,563.7
855
0
0
1
0
0
0
110
0
10019_12869
0
2
1,228
0
0
196
0
0
1,500
bus_only
1,425
1,228
1
1
0
0.2
8,530.2
8,529.9
0
0
1
0
0
26
26
1
10019_12869
1
2
1,146
0
0
315
0
1
1,500
bus_only
1,935
1,146
474
1
473
566.6
8,485
7,918.4
0
0
1
0
0
0
26
0
10019_13061
0
4
258
0
0
70
0
0
1,500
bus_only
330
258
2
1
1
0.9
1,657.4
1,656.5
0
0
1
0
0
78
78
1
10019_13061
1
4
271
0
0
122
0
0
1,500
bus_only
560
271
167
1
166
198.9
1,709.7
1,510.8
0
0
1
0
0
0
78
0
10019_13061
2
4
328
0
0
70
0
0
1,500
bus_only
703
328
305
1
304
364.1
2,290.5
1,926.5
0
0
1
0
0
0
78
0
10019_13061
3
4
334
0
0
122
0
0
1,500
bus_only
861
334
405
1
404
485
2,307
1,822
0
0
1
0
0
0
78
0
10019_70707
0
2
1,762
0
0
82
0
0
1,500
bus_only
1,846
1,762
2
1
1
0.7
12,142.3
12,141.6
0
0
1
0
0
18
18
1
10019_70707
1
2
1,792
0
0
82
0
0
1,500
bus_only
2,266
1,792
392
1
391
468.3
12,956.5
12,488.2
0
0
1
0
0
0
18
0
10019_71863
0
6
367
0
0
386
0
0
1,500
bus_only
760
367
7
1
6
6.3
2,320.9
2,314.6
0
0
1
0
0
62
64
0.96875
10019_71863
1
6
360
0
0
325
0
1
1,500
bus_only
692
360
7
1
6
6.3
2,320.9
2,314.6
0
0
1
0
0
2
64
0.03125
10019_71863
2
6
344
0
0
319
0
0
1,500
bus_only
965
344
302
1
301
360.6
2,574.8
2,214.2
0
0
1
0
0
0
64
0
10019_71863
3
6
409
0
0
446
0
0
1,500
bus_only
1,169
409
314
1
313
374.1
2,974.9
2,600.8
0
0
1
0
0
0
64
0
10019_71863
4
6
402
0
0
385
0
1
1,500
bus_only
1,101
402
314
1
313
374.1
2,974.9
2,600.8
0
0
1
0
0
0
64
0
10019_71863
5
6
318
0
0
259
0
0
1,500
bus_only
1,012
318
435
1
434
520.3
2,446.7
1,926.5
0
0
1
0
0
0
64
0
10019_71915
0
11
922
0
0
615
0
0
1,500
bus_only
1,539
922
2
1
1
1
5,505.4
5,504.4
0
0
1
0
0
115
115
1
10019_71915
1
11
699
0
0
375
123
2
1,500
bus_only
1,438
699
364
1
240
434.1
6,023.8
5,589.8
0
0
1
0
0
0
115
0
10019_71915
2
11
764
0
0
586
48
2
1,500
bus_only
1,602
764
252
57
147
301.9
6,455.3
6,153.4
0
0
1
0
0
0
115
0
10019_71915
3
11
801
0
0
461
48
1
1,500
bus_only
1,685
801
423
57
318
506.3
6,858.3
6,352
0
0
1
0
0
0
115
0
10019_71915
4
11
754
0
0
418
193
3
1,500
bus_only
1,513
754
341
1
147
407.2
6,412.4
6,005.3
0
0
1
0
0
0
115
0
10019_71915
5
11
1,218
0
0
282
0
1
1,500
bus_only
1,925
1,218
425
57
368
508
10,107.5
9,599.4
0
0
1
0
0
0
115
0
10019_71915
6
11
731
0
0
459
48
1
1,500
bus_only
1,660
731
470
57
365
562.5
6,308.8
5,746.3
0
0
1
0
0
0
115
0
10019_71915
7
11
709
0
0
461
48
1
1,500
bus_only
1,663
709
493
57
388
590.8
6,328.7
5,737.9
0
0
1
0
0
0
115
0
10019_71915
8
11
802
0
0
405
123
2
1,500
bus_only
1,657
802
450
1
326
538
6,213.2
5,675.2
0
0
1
0
0
0
115
0
10019_71915
9
11
1,072
0
0
483
27
1
1,500
bus_only
2,059
1,072
504
1
476
603.4
7,565.6
6,962.2
0
0
1
0
0
0
115
0
10019_71915
10
11
786
0
0
322
123
1
1,500
bus_only
1,708
786
600
1
476
718
6,674.1
5,956.1
0
0
1
0
0
0
115
0
10019_72008
0
5
1,041
0
0
281
0
0
1,500
bus_only
1,324
1,041
2
1
1
0.7
6,769.3
6,768.6
0
0
1
0
0
17
17
1
10019_72008
1
5
1,075
0
0
136
0
1
1,500
bus_only
1,213
1,075
2
1
1
0.7
6,769.3
6,768.6
0
0
1
0
0
0
17
0
10019_72008
2
5
1,089
0
0
112
0
0
1,500
bus_only
1,280
1,089
79
1
78
92.8
6,859.3
6,766.4
0
0
1
0
0
0
17
0
10019_72008
3
5
1,127
0
0
281
0
0
1,500
bus_only
1,782
1,127
374
1
373
447.8
7,548.2
7,100.4
0
0
1
0
0
0
17
0