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
9967_109673
2
5
614
0
0
333
0
0
1,500
bus_only
1,239
614
292
1
291
348.3
3,645.5
3,297.2
0
0
1
0
0
0
23
0
9967_109673
3
5
428
0
0
273
0
0
1,500
bus_only
1,227
428
526
1
525
629.6
2,958.7
2,329.1
0
0
1
0
0
0
23
0
9967_109673
4
5
945
0
0
273
0
0
1,500
bus_only
1,744
945
526
1
525
629.9
5,731.1
5,101.3
0
0
1
0
0
0
23
0
9967_109730
0
6
478
0
0
758
0
0
1,500
bus_only
1,238
478
2
1
1
1.5
2,793.5
2,791.9
0
0
1
0
0
16
16
1
9967_109730
1
6
663
0
0
378
34
1
1,500
bus_only
1,077
663
36
1
1
42.1
4,434.7
4,392.6
0
0
1
0
0
0
16
0
9967_109730
2
6
532
0
0
758
0
0
1,500
bus_only
1,547
532
257
1
256
307.3
3,326.3
3,019.1
0
0
1
0
0
0
16
0
9967_109730
3
6
717
0
0
378
34
1
1,500
bus_only
1,386
717
291
1
256
347.8
4,967.5
4,619.7
0
0
1
0
0
0
16
0
9967_109730
4
6
424
0
0
758
0
0
1,500
bus_only
1,703
424
521
1
520
624.4
2,953.6
2,329.1
0
0
1
0
0
0
16
0
9967_109730
5
6
609
0
0
378
34
1
1,500
bus_only
1,542
609
555
1
520
665
4,594.8
3,929.8
0
0
1
0
0
0
16
0
9967_116343
0
6
219
0
0
535
0
0
1,500
bus_only
756
219
2
1
1
1.5
1,493.1
1,491.6
0
0
1
0
0
120
120
1
9967_116343
1
6
130
90
0
347
69
1
1,550
bus+train
908
220
341
1
271
407.1
2,101.3
1,004.2
690
0
1
1
0
0
120
0
9967_116343
2
6
298
0
0
535
0
0
1,500
bus_only
1,094
298
261
1
260
311.7
2,033
1,721.3
0
0
1
0
0
0
120
0
9967_116343
3
6
155
0
0
595
0
0
1,500
bus_only
1,058
155
308
1
307
366.9
1,557
1,190.1
0
0
1
0
0
0
120
0
9967_116343
4
6
236
0
0
337
154
1
1,500
bus_only
939
236
366
1
211
437.3
1,599.7
1,162.4
0
0
1
0
0
0
120
0
9967_116343
5
6
607
0
0
445
0
0
1,500
bus_only
1,804
607
752
294
458
900.4
4,345.6
3,445.3
0
0
1
0
0
0
120
0
9967_171275
0
4
280
0
0
226
0
0
1,500
bus_only
508
280
2
1
1
1.3
1,722.6
1,721.3
0
0
1
0
0
47
47
1
9967_171275
1
4
207
0
0
226
0
0
1,500
bus_only
694
207
261
1
260
311.4
1,803
1,491.6
0
0
1
0
0
0
47
0
9967_171275
2
4
324
0
0
226
0
0
1,500
bus_only
867
324
317
1
316
379.6
2,382.1
2,002.5
0
0
1
0
0
0
47
0
9967_171275
3
4
179
0
0
296
0
1
1,500
bus_only
1,033
179
558
1
557
667.8
2,234.8
1,567
0
0
1
0
0
0
47
0
9967_171276
0
3
342
0
0
573
0
0
1,500
bus_only
917
342
2
1
1
1
2,003.5
2,002.5
0
0
1
0
0
37
37
1
9967_171276
1
3
300
0
0
573
0
0
1,500
bus_only
1,191
300
318
1
317
380.4
2,101.8
1,721.3
0
0
1
0
0
0
37
0
9967_171276
2
3
459
0
0
573
0
0
1,500
bus_only
1,401
459
369
1
368
441.4
2,770.5
2,329.1
0
0
1
0
0
0
37
0
9967_4401
0
14
123
840
0
730
69
1
1,550
bus+train
1,778
963
85
1
15
100
6,173.7
1,004.2
5,069.5
0
1
1
0
22
22
1
9967_4401
1
14
674
0
0
190
0
2
1,500
bus_only
1,357
674
493
342
151
589.9
6,128.7
5,538.8
0
0
1
0
0
0
22
0
9967_4401
2
14
688
0
0
681
0
0
1,500
bus_only
1,945
688
576
342
234
689.5
6,201.5
5,512
0
0
1
0
0
0
22
0
9967_4401
3
14
711
0
0
999
0
2
1,500
bus_only
1,983
711
273
1
272
326.7
6,426.2
6,099.5
0
0
1
0
0
0
22
0
9967_4401
4
14
767
0
0
738
205
1
1,500
bus_only
1,983
767
478
1
272
572.4
6,558.9
5,986.5
0
0
1
0
0
0
22
0
9967_4401
5
14
678
0
0
203
0
1
1,500
bus_only
1,457
678
576
342
234
689.5
6,201.5
5,512
0
0
1
0
0
0
22
0
9967_4401
6
14
967
0
0
143
0
1
1,500
bus_only
1,784
967
674
342
332
807.2
8,287.2
7,480
0
0
1
0
0
0
22
0
9967_4401
7
14
1,131
0
0
701
0
2
1,500
bus_only
2,376
1,131
544
26
518
651.8
7,137.1
6,485.3
0
0
1
0
0
0
22
0
9967_4401
8
14
713
0
0
250
0
2
1,500
bus_only
1,695
713
732
342
390
876.7
6,633.6
5,756.9
0
0
1
0
0
0
22
0
9967_4401
9
14
1,122
0
0
629
0
3
1,500
bus_only
2,318
1,122
567
26
541
680
7,165.3
6,485.3
0
0
1
0
0
0
22
0
9967_4401
10
14
852
0
0
172
0
1
1,500
bus_only
1,884
852
860
342
518
1,030.4
6,905.1
5,874.7
0
0
1
0
0
0
22
0
9967_4401
11
14
923
0
0
210
0
2
1,500
bus_only
1,959
923
826
342
484
989.3
8,598.3
7,609
0
0
1
0
0
0
22
0
9967_4401
12
14
672
0
0
194
0
2
1,500
bus_only
1,741
672
875
342
533
1,049
6,334.4
5,285.5
0
0
1
0
0
0
22
0
9967_4401
13
14
865
0
0
210
0
2
1,500
bus_only
1,971
865
896
342
554
1,073.7
8,282.7
7,209
0
0
1
0
0
0
22
0
9967_4406
0
10
357
0
0
818
0
1
1,500
bus_only
1,509
357
334
1
333
398.6
3,244.8
2,846.2
0
0
1
0
0
0
15
0
9967_4406
1
10
0
240
0
291
50
1
1,550
train_only
960
240
429
347
32
513.3
2,697.4
0
2,184.1
0
0
1
0
0
15
0
9967_4406
2
10
321
0
0
265
0
0
1,500
bus_only
1,261
321
675
342
333
807.7
3,066.4
2,258.8
0
0
1
0
0
0
15
0
9967_4406
3
10
328
0
0
897
0
1
1,500
bus_only
1,588
328
363
1
362
433.8
2,883.8
2,450.1
0
0
1
0
0
0
15
0
9967_4406
4
10
257
90
0
461
18
1
1,550
bus+train
1,200
347
392
342
32
468.8
2,721.9
1,804.8
448.3
0
1
1
0
15
15
1
9967_4406
5
10
293
0
0
818
0
1
1,500
bus_only
1,530
293
419
1
418
500.7
2,892.9
2,392.2
0
0
1
0
0
0
15
0
9967_4406
6
10
257
0
0
265
0
0
1,500
bus_only
1,287
257
765
342
423
916.9
2,721.7
1,804.8
0
0
1
0
0
0
15
0
9967_4406
7
10
0
180
0
291
50
1
1,550
train_only
1,396
180
925
347
528
1,108.5
2,844.2
0
1,735.8
0
0
1
0
0
15
0
9967_4406
8
10
431
0
0
771
0
0
1,500
bus_only
2,337
431
1,135
401
734
1,360.1
3,075.7
1,715.6
0
0
1
0
0
0
15
0
9967_4406
9
10
279
0
0
813
0
0
1,500
bus_only
2,314
279
1,222
508
714
1,464.5
3,034.5
1,570
0
0
1
0
0
0
15
0
9967_60031
0
4
126
0
0
175
0
0
1,500
bus_only
310
126
9
1
8
10.1
1,014.3
1,004.2
0
0
1
0
0
94
94
1
9967_60031
1
4
90
0
0
175
0
0
1,500
bus_only
733
90
468
1
467
560.7
1,157.1
596.3
0
0
1
0
0
0
94
0
9967_60031
2
4
215
0
0
175
0
0
1,500
bus_only
856
215
466
1
465
557.9
1,980.2
1,422.3
0
0
1
0
0
0
94
0
9967_60031
3
4
91
0
0
232
0
0
1,500
bus_only
878
91
555
1
554
664.3
1,376.6
712.3
0
0
1
0
0
0
94
0
9967_60060
0
4
136
0
0
679
0
0
1,500
bus_only
824
136
9
1
8
9
1,199.1
1,190.1
0
0
1
0
0
125
125
1
9967_60060
1
4
200
0
0
679
0
0
1,500
bus_only
1,221
200
342
1
341
408.6
1,900.2
1,491.6
0
0
1
0
0
0
125
0
9967_60060
2
4
86
0
0
739
0
0
1,500
bus_only
1,310
86
485
1
484
580.6
1,292.9
712.3
0
0
1
0
0
0
125
0
9967_60060
3
4
609
0
0
68
0
0
1,500
bus_only
1,454
609
777
294
483
931.5
4,376.8
3,445.3
0
0
1
0
0
0
125
0
9967_70755
0
6
193
0
0
570
0
1
1,500
bus_only
937
193
174
1
173
207.3
1,774.3
1,567
0
0
1
0
0
15
17
0.882353
9967_70755
1
6
155
0
0
504
0
0
1,500
bus_only
1,140
155
481
1
480
574.7
1,764.8
1,190.1
0
0
1
0
0
2
17
0.117647
9967_70755
2
6
219
0
0
504
0
0
1,500
bus_only
1,142
219
419
1
418
500.9
1,992.5
1,491.6
0
0
1
0
0
0
17
0
9967_70755
3
6
280
0
0
570
0
1
1,500
bus_only
1,160
280
310
1
309
370.2
2,429.9
2,059.7
0
0
1
0
0
0
17
0
9967_70755
4
6
596
0
0
338
0
0
1,500
bus_only
1,345
596
411
294
117
491.4
3,936.7
3,445.3
0
0
1
0
0
0
17
0
9967_70755
5
6
561
0
0
398
0
0
1,500
bus_only
1,490
561
531
294
237
634
3,752.5
3,118.5
0
0
1
0
0
0
17
0
9967_71325
0
10
498
0
0
819
0
0
1,500
bus_only
1,323
498
6
1
5
6
3,020.2
3,014.2
0
0
1
0
0
29
29
1
9967_71325
1
10
422
0
0
81
0
0
1,500
bus_only
850
422
347
342
5
415
3,099
2,684
0
0
1
0
0
0
29
0
9967_71325
2
10
559
0
0
879
0
0
1,500
bus_only
1,859
559
421
1
420
503.4
3,894.9
3,391.5
0
0
1
0
0
0
29
0
9967_71325
3
10
468
0
0
925
0
1
1,500
bus_only
1,648
468
255
1
254
304.2
3,135.5
2,831.3
0
0
1
0
0
0
29
0
9967_71325
4
10
419
0
0
879
0
0
1,500
bus_only
1,735
419
437
1
436
521.6
3,112.1
2,590.5
0
0
1
0
0
0
29
0
9967_71325
5
10
542
0
0
865
0
1
1,500
bus_only
1,775
542
368
1
367
440.8
3,679.8
3,239
0
0
1
0
0
0
29
0
9967_71325
6
10
393
0
0
287
0
0
1,500
bus_only
1,276
393
596
342
254
713.2
3,214.4
2,501.1
0
0
1
0
0
0
29
0
9967_71325
7
10
467
0
0
227
0
0
1,500
bus_only
1,403
467
709
342
367
849.8
3,758.6
2,908.8
0
0
1
0
0
0
29
0
9967_71325
8
10
483
0
0
141
0
0
1,500
bus_only
1,386
483
762
342
420
912.4
3,973.8
3,061.3
0
0
1
0
0
0
29
0
9967_71325
9
10
343
0
0
141
0
0
1,500
bus_only
1,262
343
778
342
436
930.6
3,190.9
2,260.3
0
0
1
0
0
0
29
0
9967_71330
0
4
817
0
0
296
0
0
1,500
bus_only
1,117
817
4
1
3
3.3
4,209.5
4,206.2
0
0
1
0
0
16
16
1
9967_71330
1
4
734
0
0
296
0
0
1,500
bus_only
1,278
734
248
1
247
296.2
4,285.5
3,989.2
0
0
1
0
0
0
16
0
9967_71330
2
4
913
0
0
296
0
0
1,500
bus_only
1,623
913
414
1
413
495.4
5,070.1
4,574.7
0
0
1
0
0
0
16
0
9967_71330
3
4
662
0
0
296
0
0
1,500
bus_only
1,433
662
475
1
474
569.4
4,341.4
3,772
0
0
1
0
0
0
16
0
9967_71999
0
6
201
0
0
384
0
0
1,500
bus_only
590
201
5
1
4
4.5
1,426.7
1,422.3
0
0
1
0
0
187
187
1
9967_71999
1
6
158
0
0
82
0
0
1,500
bus_only
984
158
744
401
343
892
1,863.4
971.4
0
0
1
0
0
0
187
0
9967_71999
2
6
247
0
0
444
0
0
1,500
bus_only
1,040
247
349
1
348
416.5
2,154.4
1,737.9
0
0
1
0
0
0
187
0
9967_71999
3
6
122
0
0
444
0
0
1,500
bus_only
1,101
122
535
1
534
640.3
1,644.5
1,004.2
0
0
1
0
0
0
187
0
9967_71999
4
6
183
0
0
151
0
0
1,500
bus_only
1,015
183
681
342
339
816
2,186.1
1,370.1
0
0
1
0
0
0
187
0
9967_71999
5
6
145
0
0
148
0
0
1,500
bus_only
1,107
145
814
342
472
974.4
1,907.3
932.9
0
0
1
0
0
0
187
0
9967_8002628
0
4
630
0
0
734
0
0
1,500
bus_only
1,366
630
2
1
1
1.1
3,595.6
3,594.5
0
0
1
0
0
18
18
1
9967_8002628
1
4
558
0
0
734
0
0
1,500
bus_only
1,522
558
230
1
229
274.3
3,665.8
3,391.5
0
0
1
0
0
0
18
0
9967_8002628
2
4
663
0
0
794
0
0
1,500
bus_only
1,658
663
201
1
200
239.3
4,011.3
3,772
0
0
1
0
0
0
18
0
9967_8002628
3
4
740
0
0
794
0
0
1,500
bus_only
1,965
740
431
1
430
516
4,505.2
3,989.2
0
0
1
0
0
0
18
0
9967_8502033
0
4
90
0
0
125
0
0
1,500
bus_only
217
90
2
1
1
1.2
597.5
596.3
0
0
1
0
0
56
56
1
9967_8502033
1
4
105
0
0
95
0
0
1,500
bus_only
410
105
210
1
209
250.2
962.5
712.3
0
0
1
0
0
0
56
0
9967_8502033
2
4
63
0
0
95
0
0
1,500
bus_only
519
63
361
1
360
431.8
708.5
276.7
0
0
1
0
0
0
56
0
9967_8502033
3
4
126
0
0
185
0
0
1,500
bus_only
753
126
442
1
441
528.4
1,532.6
1,004.2
0
0
1
0
0
0
56
0
9967_9010511
0
5
458
0
0
702
0
1
1,500
bus_only
1,170
458
10
1
9
11.1
2,212.8
2,201.7
0
0
1
0
0
14
14
1
9967_9010511
1
5
318
0
0
585
0
0
1,500
bus_only
1,247
318
344
1
343
411.2
2,413.8
2,002.5
0
0
1
0
0
0
14
0
9967_9010511
2
5
599
0
0
585
0
0
1,500
bus_only
1,640
599
456
1
455
544.6
3,841.8
3,297.2
0
0
1
0
0
0
14
0
9967_9010511
3
5
523
0
0
702
0
1
1,500
bus_only
1,426
523
201
1
200
239.9
2,611.4
2,371.5
0
0
1
0
0
0
14
0
9967_9010511
4
5
364
0
0
702
0
1
1,500
bus_only
1,422
364
356
1
355
426.1
2,305.1
1,878.9
0
0
1
0
0
0
14
0
9967_9410
0
4
565
0
0
632
0
0
1,500
bus_only
1,204
565
7
1
6
7.6
3,399.2
3,391.5
0
0
1
0
0
28
28
1
9967_9410
1
4
629
0
0
632
0
0
1,500
bus_only
1,485
629
224
1
223
267.6
3,862.1
3,594.5
0
0
1
0
0
0
28
0
9967_9410
2
4
504
0
0
632
0
0
1,500
bus_only
1,568
504
432
1
431
516.7
3,530.9
3,014.2
0
0
1
0
0
0
28
0
9967_9410
3
4
660
0
0
692
0
0
1,500
bus_only
1,774
660
422
1
421
504.5
4,276.5
3,772
0
0
1
0
0
0
28
0
9967_9444
0
5
630
0
0
236
0
0
1,500
bus_only
868
630
2
1
1
1
3,773
3,772
0
0
1
0
0
31
31
1
9967_9444
1
5
594
0
0
236
0
0
1,500
bus_only
1,031
594
201
1
200
239.7
3,834.3
3,594.5
0
0
1
0
0
0
31
0
9967_9444
2
5
697
0
0
296
0
0
1,500
bus_only
1,230
697
237
1
236
283.2
4,272.4
3,989.2
0
0
1
0
0
0
31
0