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
9957_9710
11
13
985
0
0
214
0
0
1,500
bus_only
1,884
985
685
133
552
819.5
3,646.4
2,826.9
0
0
1
0
0
0
93
0
9957_9710
12
13
1,607
0
0
1,234
0
0
1,500
bus_only
3,308
1,607
467
28
439
559.1
6,697
6,137.9
0
0
1
0
0
0
93
0
9957_9758
0
3
1,170
0
0
242
0
0
1,500
bus_only
1,447
1,170
35
27
8
40.7
5,079.2
5,038.5
0
0
1
0
0
37
37
1
9957_9758
1
3
1,082
0
0
182
0
0
1,500
bus_only
1,735
1,082
471
27
444
564.4
5,215.9
4,651.4
0
0
1
0
0
0
37
0
9957_9758
2
3
1,316
0
0
182
0
0
1,500
bus_only
1,939
1,316
441
27
414
527.9
5,940.8
5,413
0
0
1
0
0
0
37
0
9957_9814
0
10
1,099
0
0
241
0
0
1,500
bus_only
1,378
1,099
38
27
11
44.5
3,933.8
3,889.2
0
0
1
0
0
41
41
1
9957_9814
1
10
1,026
0
0
241
0
0
1,500
bus_only
1,639
1,026
372
27
345
445.7
4,024.7
3,579.1
0
0
1
0
0
0
41
0
9957_9814
2
10
1,280
0
0
756
0
0
1,500
bus_only
2,240
1,280
204
28
176
243.3
4,153.1
3,909.8
0
0
1
0
0
0
41
0
9957_9814
3
10
1,266
0
0
241
0
0
1,500
bus_only
1,877
1,266
370
27
343
442.9
4,627.7
4,184.7
0
0
1
0
0
0
41
0
9957_9814
4
10
964
0
0
756
0
0
1,500
bus_only
2,141
964
421
28
393
503.7
3,881
3,377.3
0
0
1
0
0
0
41
0
9957_9814
5
10
1,922
0
0
691
0
0
1,500
bus_only
3,004
1,922
391
28
363
467.4
7,727
7,259.6
0
0
1
0
0
0
41
0
9957_9814
6
10
1,125
0
0
67
0
0
1,500
bus_only
1,767
1,125
575
177
398
689.1
3,819.9
3,130.8
0
0
1
0
0
0
41
0
9957_9814
7
10
854
0
0
921
0
0
1,500
bus_only
2,276
854
501
28
473
598.5
4,665.1
4,066.7
0
0
1
0
0
0
41
0
9957_9814
8
10
1,607
0
0
691
0
0
1,500
bus_only
2,744
1,607
446
28
418
533
6,670.9
6,137.9
0
0
1
0
0
0
41
0
9957_9814
9
10
1,649
0
0
751
0
0
1,500
bus_only
2,908
1,649
508
28
480
606.5
6,892.9
6,286.4
0
0
1
0
0
0
41
0
9957_9847
0
3
1,007
0
0
285
0
0
1,500
bus_only
1,334
1,007
42
27
15
49.5
4,397.2
4,347.7
0
0
1
0
0
37
37
1
9957_9847
1
3
1,082
0
0
285
0
0
1,500
bus_only
1,750
1,082
383
27
356
458.3
5,109.8
4,651.4
0
0
1
0
0
0
37
0
9957_9847
2
3
1,105
0
0
529
0
0
1,500
bus_only
2,032
1,105
398
27
371
477.1
5,161.3
4,684.2
0
0
1
0
0
0
37
0
9957_9873
0
4
1,163
0
0
326
0
0
1,500
bus_only
1,520
1,163
31
27
4
35.8
4,220.5
4,184.7
0
0
1
0
0
37
37
1
9957_9873
1
4
996
0
0
326
0
0
1,500
bus_only
1,683
996
361
27
334
432.6
4,321.8
3,889.2
0
0
1
0
0
0
37
0
9957_9873
2
4
1,284
0
0
326
0
0
1,500
bus_only
1,939
1,284
329
27
302
393.7
4,847.9
4,454.1
0
0
1
0
0
0
37
0
9957_9873
3
4
1,338
0
0
326
0
0
1,500
bus_only
2,248
1,338
584
27
557
699.6
5,401.7
4,702.2
0
0
1
0
0
0
37
0
9957_9968
0
10
887
0
0
172
0
0
1,500
bus_only
1,112
887
53
28
25
60.8
3,046.4
2,985.5
0
0
1
0
0
185
185
1
9957_9968
1
10
725
0
0
112
0
0
1,500
bus_only
1,356
725
519
28
491
621.5
3,149.3
2,527.8
0
0
1
0
0
0
185
0
9957_9968
2
10
918
0
0
305
0
0
1,500
bus_only
1,554
918
331
28
303
396
3,627.1
3,231.2
0
0
1
0
0
0
185
0
9957_9968
3
10
831
0
0
445
0
1
1,500
bus_only
1,469
831
193
28
165
230.1
3,304.8
3,074.7
0
0
1
0
0
0
185
0
9957_9968
4
10
1,225
0
0
500
0
0
1,500
bus_only
2,136
1,225
411
27
384
492.8
4,946.9
4,454.1
0
0
1
0
0
0
185
0
9957_9968
5
10
1,327
0
0
270
0
1
1,500
bus_only
2,011
1,327
414
28
386
494.7
3,675.4
3,180.6
0
0
1
0
0
0
185
0
9957_9968
6
10
852
0
0
677
0
1
1,500
bus_only
1,943
852
414
28
386
494.7
4,521
4,026.3
0
0
1
0
0
0
185
0
9957_9968
7
10
1,166
0
0
229
0
0
1,500
bus_only
1,914
1,166
519
133
386
621.1
4,297.4
3,676.4
0
0
1
0
0
0
185
0
9957_9968
8
10
1,043
0
0
310
0
2
1,500
bus_only
1,767
1,043
414
28
386
494.7
3,694.1
3,199.4
0
0
1
0
0
0
185
0
9957_9968
9
10
906
0
0
597
0
2
1,500
bus_only
1,945
906
442
28
414
528.2
3,878.8
3,350.6
0
0
1
0
0
0
185
0
9959_10048
0
6
263
0
0
111
0
0
1,500
bus_only
384
263
10
4
6
10.4
894.5
884
0
0
1
0
0
113
113
1
9959_10048
1
6
226
0
0
64
0
0
1,500
bus_only
585
226
295
3
292
353.1
1,179.3
826.2
0
0
1
0
0
0
113
0
9959_10048
2
6
355
0
0
111
0
0
1,500
bus_only
712
355
246
4
242
293.9
1,397.5
1,103.6
0
0
1
0
0
0
113
0
9959_10048
3
6
128
0
0
64
0
0
1,500
bus_only
591
128
399
3
396
477.4
1,020
542.6
0
0
1
0
0
0
113
0
9959_10048
4
6
402
0
0
111
0
0
1,500
bus_only
943
402
430
4
426
514.3
1,781.1
1,266.8
0
0
1
0
0
0
113
0
9959_10048
5
6
309
0
0
64
0
0
1,500
bus_only
914
309
541
3
538
648.1
1,801.1
1,153.1
0
0
1
0
0
0
113
0
9959_10066
0
6
193
0
0
129
0
0
1,500
bus_only
345
193
23
3
20
26.9
853
826.2
0
0
1
0
0
15
15
1
9959_10066
1
6
115
0
0
129
0
0
1,500
bus_only
563
115
319
3
316
381.5
924.1
542.6
0
0
1
0
0
0
15
0
9959_10066
2
6
230
0
0
265
0
0
1,500
bus_only
767
230
272
4
268
325.1
1,209.2
884
0
0
1
0
0
0
15
0
9959_10066
3
6
272
0
0
129
0
0
1,500
bus_only
780
272
379
3
376
453.7
1,606.7
1,153.1
0
0
1
0
0
0
15
0
9959_10066
4
6
322
0
0
265
0
0
1,500
bus_only
1,072
322
485
4
481
580.6
1,684.2
1,103.6
0
0
1
0
0
0
15
0
9959_10066
5
6
102
0
0
265
0
0
1,500
bus_only
907
102
540
4
536
647
1,000.2
353.2
0
0
1
0
0
0
15
0
9959_76587
0
10
2,872
0
0
797
0
0
1,500
bus_only
3,674
2,872
5
4
1
4.3
14,727.8
14,723.5
0
0
1
0
0
17
17
1
9959_76587
1
10
1,374
0
360
734
210
2
3,450
bus+gtx
2,682
1,734
214
3
1
253.4
16,621.1
5,794.7
0
10,573
1
0
1
0
17
0
9959_76587
2
10
2,921
0
0
857
0
0
1,600
bus_only
4,187
2,921
409
4
405
488.3
15,577
15,088.7
0
0
1
0
0
0
17
0
9959_76587
3
10
3,268
0
0
282
0
1
1,500
bus_only
3,619
3,268
69
3
66
81.3
13,814.8
13,733.4
0
0
1
0
0
0
17
0
9959_76587
4
10
2,115
0
0
583
230
1
3,000
bus_only
2,936
2,115
238
3
5
283.2
15,808.7
15,525.5
0
0
1
0
0
0
17
0
9959_76587
5
10
1,344
0
360
734
210
2
3,450
bus+gtx
3,004
1,704
566
3
353
676.3
16,730.5
5,481.2
0
10,573
1
0
1
0
17
0
9959_76587
6
10
994
120
360
941
75
2
3,450
bus+train+gtx
3,006
1,474
591
3
513
705.5
16,121.3
3,259
1,584
10,573
1
1
1
0
17
0
9959_76587
7
10
1,414
0
360
794
210
2
3,450
bus+gtx
3,186
1,774
618
3
405
737.5
17,470.3
6,159.9
0
10,573
1
0
1
0
17
0
9959_76587
8
10
2,166
0
0
523
230
1
3,000
bus_only
3,307
2,166
618
3
385
739.1
16,601.6
15,862.5
0
0
1
0
0
0
17
0
9959_76587
9
10
1,312
0
360
794
210
2
3,450
bus+gtx
3,226
1,672
760
3
547
908.1
16,777.1
5,296
0
10,573
1
0
1
0
17
0
9959_8002120
0
4
486
0
0
103
0
0
1,500
bus_only
600
486
11
4
7
12.4
1,533
1,520.6
0
0
1
0
0
6
24
1
9959_8002120
1
4
392
0
0
103
0
0
1,500
bus_only
778
392
283
4
279
338.5
1,605.3
1,266.8
0
0
1
0
0
0
24
0
9959_8002120
2
4
542
0
0
103
0
0
1,500
bus_only
906
542
261
4
257
311.6
2,054.2
1,742.6
0
0
1
0
0
0
24
0
9959_8002120
3
4
345
0
0
163
0
0
1,500
bus_only
961
345
453
4
449
541.7
1,645.2
1,103.6
0
0
1
0
0
0
24
0
9959_8002122
0
5
360
0
0
212
0
0
1,500
bus_only
583
360
11
4
7
11.8
1,278.6
1,266.8
0
0
1
0
0
47
47
1
9959_8002122
1
5
315
0
0
212
0
0
1,500
bus_only
710
315
183
4
179
218.7
1,322.2
1,103.6
0
0
1
0
0
0
47
0
9959_8002122
2
5
462
0
0
212
0
0
1,500
bus_only
969
462
295
4
291
352
1,872.7
1,520.6
0
0
1
0
0
0
47
0
9959_8002122
3
5
223
0
0
212
0
0
1,500
bus_only
865
223
430
4
426
515
1,399.1
884
0
0
1
0
0
0
47
0
9959_8002122
4
5
521
0
0
212
0
0
1,500
bus_only
1,277
521
544
4
540
651.4
2,394.1
1,742.6
0
0
1
0
0
0
47
0
9959_8003143
0
12
3,237
0
0
165
0
0
1,600
bus_only
3,407
3,237
5
4
1
4.4
17,280.4
17,276
0
0
1
0
0
15
15
1
9959_8003143
1
12
1,113
0
360
621
269
2
3,200
bus+gtx
2,488
1,473
394
3
122
470.6
15,295.4
4,251.9
0
10,573
1
0
1
0
15
0
9959_8003143
2
12
3,165
0
0
225
0
0
1,600
bus_only
3,885
3,165
495
4
491
592
17,457.5
16,865.5
0
0
1
0
0
0
15
0
9959_8003143
3
12
2,845
0
0
517
7
2
1,600
bus_only
3,466
2,845
104
4
93
122.4
16,368.9
16,246.5
0
0
1
0
0
0
15
0
9959_8003143
4
12
940
104
360
990
167
2
3,450
bus+train+gtx
2,663
1,404
269
3
99
319.5
15,738.2
3,259
1,586.8
10,573
1
1
1
0
15
0
9959_8003143
5
12
1,283
0
360
828
277
2
3,200
bus+gtx
2,974
1,643
503
3
223
600.3
15,329.5
4,156.2
0
10,573
1
0
1
0
15
0
9959_8003143
6
12
1,322
0
360
741
284
2
3,200
bus+gtx
2,936
1,682
513
3
226
612.8
15,330.6
4,144.8
0
10,573
1
0
1
0
15
0
9959_8003143
7
12
1,599
0
540
991
158
2
3,700
bus+gtx
3,590
2,139
460
3
299
548.7
22,005.2
7,016.6
0
14,439.9
1
0
1
0
15
0
9959_8003143
8
12
1,558
0
360
1,108
173
2
3,450
bus+gtx
3,510
1,918
484
3
308
577.8
16,148.8
4,998
0
10,573
1
0
1
0
15
0
9959_8003143
9
12
1,596
0
540
624
198
2
3,700
bus+gtx
3,332
2,136
572
3
371
682.5
22,490.8
7,368.4
0
14,439.9
1
0
1
0
15
0
9959_8003143
10
12
1,159
0
360
1,022
269
2
3,450
bus+gtx
3,125
1,519
584
3
312
698.6
15,882.8
4,611.3
0
10,573
1
0
1
0
15
0
9959_8003143
11
12
1,466
0
360
626
277
2
3,450
bus+gtx
3,074
1,826
622
3
342
743.6
15,914.9
4,598.4
0
10,573
1
0
1
0
15
0
9959_8443
0
3
323
0
0
56
0
0
1,500
bus_only
401
323
22
3
19
25.6
1,178.6
1,153.1
0
0
1
0
0
19
19
1
9959_8443
1
3
244
0
0
56
0
0
1,500
bus_only
671
244
371
3
368
443.7
1,269.8
826.2
0
0
1
0
0
0
19
0
9959_8443
2
3
246
0
0
137
0
0
1,500
bus_only
878
246
495
4
491
592.6
1,476.6
884
0
0
1
0
0
0
19
0
9959_8501503
0
5
363
0
0
41
0
0
1,500
bus_only
411
363
7
4
3
6.4
1,110
1,103.6
0
0
1
0
0
86
86
1
9959_8501503
1
5
271
0
0
41
0
0
1,500
bus_only
565
271
253
4
249
302
1,186.1
884
0
0
1
0
0
0
86
0
9959_8501503
2
5
410
0
0
41
0
0
1,500
bus_only
638
410
187
4
183
222.7
1,489.5
1,266.8
0
0
1
0
0
0
86
0
9959_8501503
3
5
504
0
0
41
0
0
1,500
bus_only
1,017
504
472
4
468
565
2,085.7
1,520.6
0
0
1
0
0
0
86
0
9959_8501503
4
5
233
0
0
107
0
0
1,500
bus_only
833
233
493
3
490
590.5
1,416.7
826.2
0
0
1
0
0
0
86
0
9959_8518
0
5
594
0
0
89
0
0
1,500
bus_only
705
594
22
3
19
24.8
1,701
1,676.2
0
0
1
0
0
15
15
1
9959_8518
1
5
522
0
0
140
0
0
1,500
bus_only
782
522
120
3
117
143.2
1,924
1,780.7
0
0
1
0
0
0
15
0
9959_8518
2
5
638
0
0
140
0
0
1,500
bus_only
1,292
638
514
3
511
616.1
2,747.8
2,131.7
0
0
1
0
0
0
15
0
9959_8518
3
5
687
0
0
469
0
0
1,500
bus_only
1,699
687
543
3
540
650
2,372.6
1,722.6
0
0
1
0
0
0
15
0
9959_8518
4
5
654
0
0
417
0
0
1,500
bus_only
1,962
654
891
345
546
1,067.2
3,549
2,481.8
0
0
1
0
0
0
15
0
9959_8637
0
13
685
0
0
145
0
0
1,500
bus_only
855
685
25
3
22
29.4
2,548.3
2,519
0
0
1
0
0
13
13
1
9959_8637
1
13
587
0
0
145
0
0
1,500
bus_only
1,157
587
425
3
422
508.7
2,640.3
2,131.7
0
0
1
0
0
0
13
0
9959_8637
2
13
873
0
0
654
0
0
1,500
bus_only
1,764
873
237
3
234
282.2
2,873.7
2,591.5
0
0
1
0
0
0
13
0
9959_8637
3
13
1,513
0
0
594
0
0
1,500
bus_only
2,384
1,513
277
3
274
331.2
4,258
3,926.8
0
0
1
0
0
0
13
0
9959_8637
4
13
1,021
0
0
146
0
0
1,500
bus_only
1,493
1,021
326
3
323
389.9
4,074.3
3,684.4
0
0
1
0
0
0
13
0
9959_8637
5
13
802
0
0
536
0
1
1,500
bus_only
1,629
802
291
3
288
347.8
3,047.4
2,699.6
0
0
1
0
0
0
13
0
9959_8637
6
13
880
0
0
216
0
0
1,500
bus_only
1,532
880
436
3
433
521.6
3,406.9
2,885.3
0
0
1
0
0
0
13
0
9959_8637
7
13
1,068
0
0
146
0
0
1,500
bus_only
1,685
1,068
471
3
468
564.7
4,403.5
3,838.8
0
0
1
0
0
0
13
0
9959_8637
8
13
950
0
0
146
0
0
1,500
bus_only
1,585
950
489
3
486
585.7
4,018.9
3,433.2
0
0
1
0
0
0
13
0
9959_8637
9
13
962
0
0
594
0
0
1,500
bus_only
1,986
962
430
3
427
514.6
3,323.1
2,808.5
0
0
1
0
0
0
13
0
9959_8637
10
13
856
0
0
536
0
1
1,500
bus_only
1,818
856
426
3
423
510.5
3,340.2
2,829.7
0
0
1
0
0
0
13
0
9959_8637
11
13
851
0
0
145
0
0
1,500
bus_only
1,576
851
580
3
577
695.5
3,709.1
3,013.6
0
0
1
0
0
0
13
0