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
9960_9013827
1
7
225
0
0
75
0
0
1,500
bus_only
627
225
327
6
321
390.8
1,613.3
1,222.5
0
0
1
0
0
0
42
0
9960_9013827
2
7
334
0
0
75
0
0
1,500
bus_only
732
334
323
6
317
386.4
2,157.5
1,771.1
0
0
1
0
0
0
42
0
9960_9013827
3
7
191
0
0
75
0
0
1,500
bus_only
672
191
406
6
400
484.9
1,586.3
1,101.4
0
0
1
0
0
0
42
0
9960_9013827
4
7
164
0
0
75
0
0
1,500
bus_only
708
164
469
6
463
560.7
1,421.6
860.9
0
0
1
0
0
0
42
0
9960_9013827
5
7
363
0
0
760
0
0
1,500
bus_only
1,559
363
436
6
430
520.3
2,423
1,902.7
0
0
1
0
0
0
42
0
9960_9013827
6
7
292
0
0
760
0
0
1,500
bus_only
1,978
292
926
6
920
1,108.3
2,608.7
1,500.3
0
0
1
0
0
42
42
1
9960_9035960
0
6
403
0
0
246
0
1
1,500
bus_only
656
403
7
6
1
6.6
2,366.6
2,360
0
0
1
0
0
5
26
0.192308
9960_9035960
1
6
475
0
0
246
0
1
1,500
bus_only
1,010
475
289
6
283
345.5
2,957.3
2,611.8
0
0
1
0
0
0
26
0
9960_9035960
2
6
413
0
0
782
0
0
1,500
bus_only
1,202
413
7
6
1
6.6
2,366.6
2,360
0
0
1
0
0
21
26
0.807692
9960_9035960
3
6
485
0
0
782
0
0
1,500
bus_only
1,556
485
289
6
283
345.5
2,957.3
2,611.8
0
0
1
0
0
0
26
0
9960_9035960
4
6
331
0
0
306
0
1
1,500
bus_only
1,115
331
478
6
472
571.5
2,474.2
1,902.7
0
0
1
0
0
0
26
0
9960_9035960
5
6
341
0
0
842
0
0
1,500
bus_only
1,661
341
478
6
472
571.5
2,474.2
1,902.7
0
0
1
0
0
0
26
0
9960_9915
0
3
710
0
0
217
0
0
1,500
bus_only
936
710
9
6
3
9.1
2,470.4
2,461.3
0
0
1
0
0
46
46
1
9960_9915
1
3
615
0
0
217
0
0
1,500
bus_only
1,237
615
405
6
399
483.9
2,592.3
2,108.4
0
0
1
0
0
0
46
0
9960_9915
2
3
771
0
0
217
0
0
1,500
bus_only
1,366
771
378
6
372
452.5
3,243.9
2,791.4
0
0
1
0
0
0
46
0
9960_9927
0
9
674
0
0
515
0
0
1,500
bus_only
1,197
674
8
6
2
8.3
2,799.8
2,791.4
0
0
1
0
0
15
15
1
9960_9927
1
9
713
0
0
363
0
1
1,500
bus_only
1,104
713
28
26
2
32.6
3,816.9
3,784.2
0
0
1
0
0
0
15
0
9960_9927
2
9
694
0
0
91
0
0
1,500
bus_only
1,150
694
365
363
2
437
3,630.8
3,193.8
0
0
1
0
0
0
15
0
9960_9927
3
9
816
0
0
300
26
1
1,500
bus_only
1,150
816
34
6
2
39.3
3,358.5
3,319.1
0
0
1
0
0
0
15
0
9960_9927
4
9
619
0
0
575
0
0
1,500
bus_only
1,564
619
370
6
364
441.9
2,903.2
2,461.3
0
0
1
0
0
0
15
0
9960_9927
5
9
760
0
0
515
0
0
1,500
bus_only
1,682
760
407
6
401
486.9
3,636.2
3,149.3
0
0
1
0
0
0
15
0
9960_9927
6
9
761
0
0
360
26
1
1,500
bus_only
1,517
761
396
6
364
472.9
3,461.9
2,989
0
0
1
0
0
0
15
0
9960_9927
7
9
639
0
0
151
0
0
1,500
bus_only
1,517
639
727
363
364
870.5
3,734.2
2,863.7
0
0
1
0
0
0
15
0
9960_9927
8
9
780
0
0
91
0
0
1,500
bus_only
1,635
780
764
363
401
915.6
4,467.2
3,551.6
0
0
1
0
0
0
15
0
9960_9929
0
4
833
0
0
537
0
0
1,500
bus_only
1,377
833
7
6
1
6.7
3,155.9
3,149.3
0
0
1
0
0
19
20
1
9960_9929
1
4
737
0
0
537
0
0
1,500
bus_only
1,683
737
409
6
403
488.7
3,280.2
2,791.4
0
0
1
0
0
0
20
0
9960_9929
2
4
880
0
0
537
0
0
1,500
bus_only
1,834
880
417
6
411
499.1
4,013.3
3,514.2
0
0
1
0
0
0
20
0
9960_9929
3
4
1,268
0
0
984
0
1
1,500
bus_only
3,223
1,268
971
6
965
1,163
6,686
5,523
0
0
1
0
0
0
20
0
9960_9950
0
5
846
0
0
384
0
0
1,500
bus_only
1,237
846
7
6
1
6.9
3,521.1
3,514.2
0
0
1
0
0
77
79
0.974684
9960_9950
1
5
799
0
0
384
0
0
1,500
bus_only
1,601
799
418
6
412
499.6
3,648.8
3,149.3
0
0
1
0
0
0
79
0
9960_9950
2
5
892
0
0
444
0
0
1,500
bus_only
1,752
892
416
6
410
496.6
4,401.3
3,904.7
0
0
1
0
0
0
79
0
9960_9950
3
5
1,130
0
0
446
0
1
1,500
bus_only
1,748
1,130
172
6
166
204.8
5,247.8
5,043
0
0
1
0
0
2
79
0.025316
9960_9950
4
5
1,234
0
0
506
0
1
1,500
bus_only
2,765
1,234
1,025
6
1,019
1,227.5
6,750.5
5,523
0
0
1
0
0
0
79
0
9962_9734
0
16
849
0
0
736
0
0
1,500
bus_only
1,615
849
30
14
16
34.2
1,864.2
1,830
0
0
1
0
0
21
21
1
9962_9734
1
16
866
0
0
72
0
0
1,500
bus_only
1,128
866
190
177
13
227.3
2,068
1,840.7
0
0
1
0
0
0
21
0
9962_9734
2
16
926
0
0
72
0
0
1,500
bus_only
1,345
926
347
177
170
416.2
2,402.3
1,986.1
0
0
1
0
0
0
21
0
9962_9734
3
16
833
0
0
536
0
1
1,500
bus_only
1,400
833
31
18
13
36.5
1,982.4
1,945.9
0
0
1
0
0
0
21
0
9962_9734
4
16
376
0
0
884
0
1
1,500
bus_only
1,452
376
192
18
174
229.3
2,130.1
1,900.8
0
0
1
0
0
0
21
0
9962_9734
5
16
893
0
0
536
0
1
1,500
bus_only
1,617
893
188
18
170
225.4
2,316.7
2,091.3
0
0
1
0
0
0
21
0
9962_9734
6
16
607
0
0
256
0
1
1,500
bus_only
1,179
607
316
177
139
377.3
2,172.8
1,795.6
0
0
1
0
0
0
21
0
9962_9734
7
16
447
0
0
527
0
0
1,500
bus_only
1,346
447
372
18
354
444.5
2,500
2,055.5
0
0
1
0
0
0
21
0
9962_9734
8
16
816
0
0
788
0
2
1,500
bus_only
1,775
816
171
18
153
204.7
2,160.2
1,955.6
0
0
1
0
0
0
21
0
9962_9734
9
16
757
0
0
736
0
0
1,500
bus_only
1,825
757
332
14
318
396.8
1,932.9
1,536.1
0
0
1
0
0
0
21
0
9962_9734
10
16
772
0
0
132
0
0
1,500
bus_only
1,342
772
438
177
261
524.3
2,071.1
1,546.8
0
0
1
0
0
0
21
0
9962_9734
11
16
739
0
0
536
0
1
1,500
bus_only
1,612
739
337
18
319
403.4
2,055.4
1,651.9
0
0
1
0
0
0
21
0
9962_9734
12
16
484
0
0
527
0
0
1,500
bus_only
1,544
484
533
18
515
639.1
2,852.6
2,213.5
0
0
1
0
0
0
21
0
9962_9734
13
16
857
0
0
788
0
2
1,500
bus_only
1,971
857
326
18
308
391
2,488.3
2,097.3
0
0
1
0
0
0
21
0
9962_9734
14
16
449
0
0
680
0
1
1,500
bus_only
1,648
449
519
18
501
622.5
2,054.1
1,431.6
0
0
1
0
0
0
21
0
9962_9734
15
16
894
0
0
788
0
2
1,500
bus_only
2,148
894
466
18
448
558.8
2,780.5
2,221.7
0
0
1
0
0
0
21
0
9962_9769
0
3
644
0
0
75
0
0
1,500
bus_only
743
644
24
14
10
27.6
1,563.7
1,536.1
0
0
1
0
0
29
29
1
9962_9769
1
3
547
0
0
75
0
0
1,500
bus_only
993
547
371
14
357
444.3
1,668.8
1,224.6
0
0
1
0
0
0
29
0
9962_9769
2
3
716
0
0
135
0
0
1,500
bus_only
1,162
716
311
14
297
371.8
2,201.8
1,830
0
0
1
0
0
0
29
0
9962_9842
0
12
370
0
0
178
0
1
1,500
bus_only
574
370
26
18
8
30.8
1,261.8
1,230.9
0
0
1
0
0
0
18
0
9962_9842
1
12
306
0
0
178
0
1
1,500
bus_only
789
306
305
18
287
365.4
1,335.4
970
0
0
1
0
0
0
18
0
9962_9842
2
12
547
0
0
538
0
0
1,500
bus_only
1,111
547
26
14
12
29.9
1,254.5
1,224.6
0
0
1
0
0
18
18
1
9962_9842
3
12
568
0
0
204
0
1
1,500
bus_only
1,005
568
233
18
215
279.2
1,710.8
1,431.6
0
0
1
0
0
0
18
0
9962_9842
4
12
484
0
0
478
0
0
1,500
bus_only
1,213
484
251
14
237
300.3
1,304.4
1,004.1
0
0
1
0
0
0
18
0
9962_9842
5
12
245
0
0
192
0
0
1,500
bus_only
827
245
390
18
372
466.5
1,552.5
1,086
0
0
1
0
0
0
18
0
9962_9842
6
12
431
0
0
178
0
0
1,500
bus_only
1,048
431
439
164
275
525.7
2,138.8
1,613
0
0
1
0
0
0
18
0
9962_9842
7
12
608
0
0
303
0
0
1,500
bus_only
1,303
608
392
177
215
470
1,796.5
1,326.4
0
0
1
0
0
0
18
0
9962_9842
8
12
449
0
0
178
0
1
1,500
bus_only
1,003
449
376
18
358
450.1
1,991.9
1,541.8
0
0
1
0
0
0
18
0
9962_9842
9
12
644
0
0
478
0
0
1,500
bus_only
1,495
644
373
14
359
446.6
1,982.7
1,536.1
0
0
1
0
0
0
18
0
9962_9842
10
12
980
0
0
132
0
0
1,500
bus_only
1,516
980
404
18
386
484.6
4,847
4,362.4
0
0
1
0
0
0
18
0
9962_9842
11
12
712
0
0
303
0
0
1,500
bus_only
1,550
712
535
177
358
640.9
2,187.6
1,546.8
0
0
1
0
0
0
18
0
9962_9853
0
18
500
0
0
457
0
0
1,500
bus_only
978
500
21
14
7
24.1
1,028.1
1,004.1
0
0
1
0
0
29
29
1
9962_9853
1
18
171
0
0
175
0
0
1,500
bus_only
835
171
489
177
312
585.3
1,126.2
540.9
0
0
1
0
0
0
29
0
9962_9853
2
18
383
0
0
359
0
0
1,500
bus_only
951
383
209
164
45
249.4
1,862.5
1,613
0
0
1
0
0
0
29
0
9962_9853
3
18
563
0
0
457
0
0
1,500
bus_only
1,286
563
266
14
252
317.8
1,542.4
1,224.6
0
0
1
0
0
0
29
0
9962_9853
4
18
980
0
0
515
0
0
1,500
bus_only
1,773
980
278
18
260
333
4,695.4
4,362.4
0
0
1
0
0
0
29
0
9962_9853
5
18
245
0
0
575
0
0
1,500
bus_only
1,195
245
375
18
357
448.2
1,534.2
1,086
0
0
1
0
0
0
29
0
9962_9853
6
18
277
0
0
457
0
0
1,500
bus_only
1,152
277
418
14
404
499.7
1,142.6
642.9
0
0
1
0
0
0
29
0
9962_9853
7
18
147
0
0
515
0
0
1,500
bus_only
1,088
147
426
18
408
510.3
1,156.4
646.1
0
0
1
0
0
0
29
0
9962_9853
8
18
324
0
0
175
0
0
1,500
bus_only
990
324
491
177
314
588.1
1,568.9
980.8
0
0
1
0
0
0
29
0
9962_9853
9
18
241
0
0
336
42
1
1,500
bus_only
1,045
241
468
18
408
560.4
1,228.2
667.9
0
0
1
0
0
0
29
0
9962_9853
10
18
569
0
0
789
0
1
1,500
bus_only
1,728
569
370
18
352
442.8
1,874.4
1,431.6
0
0
1
0
0
0
29
0
9962_9853
11
18
584
0
0
175
0
0
1,500
bus_only
1,288
584
529
177
352
633.6
1,960
1,326.4
0
0
1
0
0
0
29
0
9962_9853
12
18
203
0
0
457
0
0
1,500
bus_only
1,217
203
557
14
543
666.9
1,152.3
485.5
0
0
1
0
0
0
29
0
9962_9853
13
18
106
0
0
515
0
0
1,500
bus_only
1,186
106
565
18
547
677.7
1,165.2
487.5
0
0
1
0
0
0
29
0
9962_9853
14
18
197
0
0
336
42
1
1,500
bus_only
1,140
197
607
18
547
727.7
1,237
509.3
0
0
1
0
0
0
29
0
9962_9853
15
18
127
0
0
115
0
0
1,500
bus_only
966
127
724
177
547
868.5
1,250.8
382.3
0
0
1
0
0
0
29
0
9962_9853
16
18
1,040
0
0
849
0
1
1,500
bus_only
2,385
1,040
496
18
478
593.4
5,226.7
4,633.3
0
0
1
0
0
0
29
0
9962_9853
17
18
680
0
0
990
0
2
1,500
bus_only
2,207
680
537
18
519
643.1
2,754.7
2,111.6
0
0
1
0
0
0
29
0
9962_9879
0
10
147
0
0
292
0
0
1,500
bus_only
475
147
36
18
18
42.5
688.6
646.1
0
0
1
0
0
0
33
0
9962_9879
1
10
106
0
0
292
0
0
1,500
bus_only
612
106
214
18
196
256.6
744.1
487.5
0
0
1
0
0
0
33
0
9962_9879
2
10
487
0
0
521
0
0
1,500
bus_only
1,409
487
401
14
387
479.7
1,483.8
1,004.1
0
0
1
0
0
33
33
1
9962_9879
3
10
1,040
0
0
626
0
1
1,500
bus_only
1,977
1,040
311
18
293
373
5,006.3
4,633.3
0
0
1
0
0
0
33
0
9962_9879
4
10
356
0
0
412
0
1
1,500
bus_only
1,138
356
370
18
352
443.2
1,413.2
970
0
0
1
0
0
0
33
0
9962_9879
5
10
48
0
0
292
0
0
1,500
bus_only
824
48
484
18
466
580.3
828
247.7
0
0
1
0
0
0
33
0
9962_9879
6
10
245
0
0
352
0
0
1,500
bus_only
1,093
245
496
18
478
594
1,680
1,086
0
0
1
0
0
0
33
0
9962_9879
7
10
980
0
0
292
0
0
1,500
bus_only
1,695
980
423
18
405
506.3
4,868.7
4,362.4
0
0
1
0
0
0
33
0
9962_9879
8
10
422
0
0
269
0
0
1,500
bus_only
1,204
422
513
164
349
614.7
2,227.7
1,613
0
0
1
0
0
0
33
0
9962_9879
9
10
401
0
0
208
0
0
1,500
bus_only
1,138
401
529
177
352
634
1,498.8
864.8
0
0
1
0
0
0
33
0
9964_13116
0
7
1,260
0
0
678
0
0
1,500
bus_only
1,982
1,260
44
32
12
51
5,022.6
4,971.6
0
0
1
0
0
67
67
1
9964_13116
1
7
650
0
180
779
171
2
3,200
bus+gtx
1,899
830
290
64
55
345.1
6,677.9
1,922.6
0
4,410.2
1
0
1
0
67
0
9964_13116
2
7
1,158
0
0
738
0
0
1,500
bus_only
2,295
1,158
399
32
367
476.5
5,047
4,570.5
0
0
1
0
0
0
67
0
9964_13116
3
7
1,359
0
0
678
0
0
1,500
bus_only
2,438
1,359
401
32
369
479.6
5,768.9
5,289.4
0
0
1
0
0
0
67
0
9964_13116
4
7
1,116
0
0
306
261
1
1,500
bus_only
1,970
1,116
548
275
12
655.6
5,252.9
4,597.3
0
0
1
0
0
0
67
0
9964_13116
5
7
736
0
180
779
171
2
3,200
bus+gtx
2,388
916
693
64
458
828.3
7,556
2,317.4
0
4,410.2
1
0
1
0
67
0
9964_13116
6
7
1,014
0
0
366
261
1
1,500
bus_only
2,283
1,014
903
275
367
1,081
5,277.2
4,196.2
0
0
1
0
0
0
67
0
9964_72286
0
5
517
0
0
244
0
0
1,500
bus_only
879
517
118
32
86
139.8
2,094
1,954.2
0
0
1
0
0
17
17
1