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
9926_9476
0
6
807
0
0
399
0
0
1,500
bus_only
1,208
807
2
1
1
0.9
4,332.4
4,331.5
0
0
1
0
0
23
24
0.958333
9926_9476
1
6
835
0
0
234
0
1
1,500
bus_only
1,071
835
2
1
1
0.9
4,332.4
4,331.5
0
0
1
0
0
1
24
0.041667
9926_9476
2
6
876
0
0
399
0
0
1,500
bus_only
1,548
876
273
1
272
325.7
4,898
4,572.3
0
0
1
0
0
0
24
0
9926_9476
3
6
904
0
0
234
0
1
1,500
bus_only
1,411
904
273
1
272
325.7
4,898
4,572.3
0
0
1
0
0
0
24
0
9926_9476
4
6
717
0
0
459
0
0
1,500
bus_only
1,528
717
352
1
351
420.5
4,419.2
3,998.7
0
0
1
0
0
0
24
0
9926_9476
5
6
745
0
0
294
0
1
1,500
bus_only
1,391
745
352
1
351
420.5
4,419.2
3,998.7
0
0
1
0
0
0
24
0
9926_9484
0
8
1,172
0
0
382
0
1
1,500
bus_only
1,556
1,172
2
1
1
0.9
5,731.1
5,730.2
0
0
1
0
0
19
20
0.95
9926_9484
1
8
1,089
0
0
382
0
1
1,500
bus_only
1,717
1,089
246
1
245
293.7
5,806.7
5,513
0
0
1
0
0
0
20
0
9926_9484
2
8
1,271
0
0
442
0
1
1,500
bus_only
1,958
1,271
245
1
244
292.9
6,240.1
5,947.2
0
0
1
0
0
0
20
0
9926_9484
3
8
1,581
0
0
521
125
1
1,500
bus_only
2,526
1,581
424
1
298
507.6
6,344.2
5,836.6
0
0
1
0
0
1
20
0.05
9926_9484
4
8
1,053
0
0
382
0
1
1,500
bus_only
1,875
1,053
440
1
439
526.1
5,861.6
5,335.5
0
0
1
0
0
0
20
0
9926_9484
5
8
1,630
0
0
521
125
1
1,500
bus_only
2,660
1,630
509
1
383
608.8
6,520.5
5,911.7
0
0
1
0
0
0
20
0
9926_9484
6
8
1,674
0
0
521
125
1
1,500
bus_only
2,789
1,674
594
1
468
710.7
6,698.1
5,987.4
0
0
1
0
0
0
20
0
9926_9484
7
8
1,723
0
0
521
125
1
1,500
bus_only
2,923
1,723
679
1
553
812.9
6,876
6,063.2
0
0
1
0
0
0
20
0
9926_9542
0
7
461
0
0
756
0
0
1,500
bus_only
1,228
461
11
1
10
11.4
2,361.3
2,349.9
0
0
1
0
0
38
38
1
9926_9542
1
7
328
0
0
154
0
0
1,500
bus_only
672
328
190
1
189
226.5
2,701.1
2,474.6
0
0
1
0
0
0
38
0
9926_9542
2
7
492
0
0
756
0
0
1,500
bus_only
1,520
492
272
1
271
325.5
2,910.3
2,584.8
0
0
1
0
0
0
38
0
9926_9542
3
7
278
0
0
214
0
0
1,500
bus_only
887
278
395
1
394
471.7
2,419
1,947.3
0
0
1
0
0
0
38
0
9926_9542
4
7
891
0
0
371
0
1
1,500
bus_only
1,728
891
466
31
435
558.1
3,319.7
2,761.5
0
0
1
0
0
0
38
0
9926_9542
5
7
234
0
0
546
0
1
1,500
bus_only
1,343
234
563
31
532
673.5
3,147.6
2,474.2
0
0
1
0
0
0
38
0
9926_9542
6
7
200
0
0
225
0
0
1,500
bus_only
1,343
200
918
386
532
1,098.7
3,211.7
2,113
0
0
1
0
0
0
38
0
9926_9543
0
4
1,348
0
0
416
0
0
1,500
bus_only
1,766
1,348
2
1
1
1.1
7,606.7
7,605.6
0
0
1
0
0
19
19
1
9926_9543
1
4
1,401
0
0
228
0
1
1,500
bus_only
1,631
1,401
2
1
1
1.1
7,599.7
7,598.6
0
0
1
0
0
0
19
0
9926_9543
2
4
1,280
0
0
476
0
0
1,500
bus_only
2,209
1,280
453
1
452
541.7
7,745.3
7,203.6
0
0
1
0
0
0
19
0
9926_9543
3
4
1,333
0
0
288
0
1
1,500
bus_only
2,074
1,333
453
1
452
541.7
7,738.3
7,196.5
0
0
1
0
0
0
19
0
9926_9558
0
2
714
0
0
125
0
0
1,500
bus_only
841
714
2
1
1
1.3
4,000
3,998.7
0
0
1
0
0
48
48
1
9926_9558
1
2
804
0
0
125
0
0
1,500
bus_only
1,306
804
377
1
376
450.4
4,781.8
4,331.5
0
0
1
0
0
0
48
0
9926_9646
0
9
377
0
0
150
0
0
1,500
bus_only
765
377
238
1
237
283.8
2,175.4
1,891.6
0
0
1
0
0
1
130
1
9926_9646
1
9
264
0
0
114
0
0
1,500
bus_only
1,307
264
929
386
543
1,112.7
3,847.2
2,734.5
0
0
1
0
0
0
130
0
9926_9646
2
9
1,003
0
0
799
0
1
1,500
bus_only
2,040
1,003
238
31
207
284.5
3,358.7
3,074.2
0
0
1
0
0
0
130
0
9926_9646
3
9
127
110
0
361
51
1
1,550
bus+train
870
237
272
1
220
324.8
2,120
674.2
1,121
0
1
1
0
0
130
0
9926_9646
4
9
299
0
0
434
0
1
1,500
bus_only
1,307
299
574
31
543
687.5
3,783.1
3,095.6
0
0
1
0
0
0
130
0
9926_9646
5
9
930
0
0
799
0
1
1,500
bus_only
2,183
930
454
31
423
544.1
3,305.6
2,761.5
0
0
1
0
0
0
130
0
9926_9646
6
9
884
0
0
859
0
1
1,500
bus_only
2,300
884
557
31
526
666.9
3,308.7
2,641.7
0
0
1
0
0
0
130
0
9926_9646
7
9
895
0
0
479
0
0
1,500
bus_only
2,183
895
809
386
423
969.3
3,369.7
2,400.4
0
0
1
0
0
0
130
0
9926_9646
8
9
849
0
0
539
0
0
1,500
bus_only
2,300
849
912
386
526
1,092.2
3,372.8
2,280.6
0
0
1
0
0
0
130
0
9926_9667
0
2
401
0
0
60
0
0
1,500
bus_only
463
401
2
1
1
0.8
2,233.2
2,232.4
0
0
1
0
0
169
169
1
9926_9667
1
2
309
0
0
60
0
0
1,500
bus_only
754
309
385
1
384
460
2,351.6
1,891.6
0
0
1
0
0
0
169
0
9926_9670
0
4
590
0
0
103
0
0
1,500
bus_only
695
590
2
1
1
1
2,762.7
2,761.7
0
0
1
0
0
190
190
1
9926_9670
1
4
1,216
0
0
243
0
0
1,500
bus_only
1,694
1,216
235
1
234
281.1
5,038.9
4,757.7
0
0
1
0
0
0
190
0
9926_9670
2
4
690
0
0
103
0
0
1,500
bus_only
1,271
690
478
1
477
572
3,757.1
3,185.1
0
0
1
0
0
0
190
0
9926_9670
3
4
1,045
0
0
303
0
0
1,500
bus_only
1,839
1,045
491
1
490
587
4,716.7
4,129.6
0
0
1
0
0
0
190
0
9926_9684
0
4
372
0
0
197
0
0
1,500
bus_only
578
372
9
1
8
9
1,900.6
1,891.6
0
0
1
0
0
223
226
0.986726
9926_9684
1
4
287
0
0
179
0
0
1,500
bus_only
783
287
317
1
316
379.4
2,326.7
1,947.3
0
0
1
0
0
1
226
0.004425
9926_9684
2
4
232
0
0
239
0
0
1,500
bus_only
835
232
364
1
363
435
1,959.8
1,524.8
0
0
1
0
0
2
226
0.00885
9926_9684
3
4
464
0
0
197
0
0
1,500
bus_only
1,039
464
378
1
377
451.9
2,684.3
2,232.4
0
0
1
0
0
0
226
0
9926_9704
0
8
638
0
0
341
0
0
1,500
bus_only
981
638
2
1
1
1.2
3,186.3
3,185.1
0
0
1
0
0
96
172
0.55814
9926_9704
1
8
672
0
0
403
0
0
1,500
bus_only
1,365
672
290
1
289
347
3,788.2
3,441.2
0
0
1
0
0
46
172
0.267442
9926_9704
2
8
1,114
0
0
256
0
0
1,500
bus_only
1,713
1,114
343
1
342
410.7
4,540.3
4,129.6
0
0
1
0
0
0
172
0
9926_9704
3
8
1,308
0
0
256
0
0
1,500
bus_only
1,977
1,308
413
1
412
494.3
5,426.6
4,932.3
0
0
1
0
0
0
172
0
9926_9704
4
8
547
0
0
401
0
0
1,500
bus_only
1,392
547
444
1
443
531.1
3,292.8
2,761.7
0
0
1
0
0
0
172
0
9926_9704
5
8
711
0
0
401
0
0
1,500
bus_only
1,565
711
453
1
452
542.4
4,136.8
3,594.4
0
0
1
0
0
0
172
0
9926_9704
6
8
699
0
0
433
0
0
1,500
bus_only
1,596
699
464
1
463
554.6
4,162
3,607.4
0
0
1
0
0
30
172
0.174419
9926_9704
7
8
1,082
0
0
297
0
0
1,500
bus_only
1,833
1,082
454
1
453
543
4,964.3
4,421.3
0
0
1
0
0
0
172
0
9926_9751
0
3
225
0
0
49
0
0
1,500
bus_only
286
225
12
1
11
12.4
1,537.2
1,524.8
0
0
1
0
0
515
664
0.775602
9926_9751
1
3
293
0
0
49
0
0
1,500
bus_only
760
293
418
1
417
499.7
2,391.3
1,891.6
0
0
1
0
0
0
664
0
9926_9751
2
3
278
0
0
321
0
0
1,500
bus_only
1,020
278
421
1
420
503
2,450.3
1,947.3
0
0
1
0
0
149
664
0.224398
9926_9797
0
3
784
0
0
118
0
0
1,500
bus_only
904
784
2
1
1
0.9
4,207.1
4,206.2
0
0
1
0
0
53
53
1
9926_9797
1
3
732
0
0
118
0
0
1,500
bus_only
1,389
732
539
1
538
645.5
4,373.4
3,728
0
0
1
0
0
0
53
0
9926_9797
2
3
821
0
0
118
0
0
1,500
bus_only
1,405
821
466
1
465
557.7
5,176.4
4,618.7
0
0
1
0
0
0
53
0
9926_9849
0
8
890
0
0
322
0
0
1,500
bus_only
1,214
890
2
1
1
0.8
3,770
3,769.2
0
0
1
0
0
16
16
1
9926_9849
1
8
670
0
0
187
0
0
1,500
bus_only
1,046
670
189
1
188
224.2
4,094.6
3,870.5
0
0
1
0
0
0
16
0
9926_9849
2
8
639
0
0
187
0
0
1,500
bus_only
1,145
639
319
1
318
380.2
3,987.5
3,607.4
0
0
1
0
0
0
16
0
9926_9849
3
8
884
0
0
238
0
0
1,500
bus_only
1,424
884
302
1
301
360.6
4,412.5
4,051.9
0
0
1
0
0
0
16
0
9926_9849
4
8
586
0
0
266
73
1
1,500
bus_only
1,171
586
319
1
245
381.1
4,158.9
3,777.8
0
0
1
0
0
0
16
0
9926_9849
5
8
825
0
0
382
0
0
1,500
bus_only
1,544
825
337
1
336
402.8
3,867.4
3,464.6
0
0
1
0
0
0
16
0
9926_9849
6
8
1,006
0
0
382
0
0
1,500
bus_only
1,784
1,006
396
1
395
473.4
4,603.1
4,129.6
0
0
1
0
0
0
16
0
9926_9849
7
8
525
0
0
326
73
1
1,500
bus_only
1,433
525
582
1
508
695.7
3,793.2
3,097.5
0
0
1
0
0
0
16
0
9926_9865
0
5
175
0
0
121
0
0
1,500
bus_only
306
175
10
1
9
11
994.4
983.5
0
0
1
0
0
364
364
1
9926_9865
1
5
122
0
0
121
0
0
1,500
bus_only
586
122
343
1
342
410.3
1,084.5
674.2
0
0
1
0
0
0
364
0
9926_9865
2
5
153
0
0
152
0
0
1,500
bus_only
669
153
364
1
363
434.4
1,150.4
716.1
0
0
1
0
0
0
364
0
9926_9865
3
5
227
0
0
92
0
0
1,500
bus_only
859
227
540
1
539
646.1
1,697.2
1,051.1
0
0
1
0
0
0
364
0
9926_9865
4
5
104
0
0
143
0
0
1,500
bus_only
801
104
554
1
553
663
1,295
632
0
0
1
0
0
0
364
0
9926_9871
0
4
778
0
0
93
0
0
1,500
bus_only
915
778
44
1
43
51.8
4,670.4
4,618.7
0
0
1
0
0
52
55
0.945455
9926_9871
1
4
747
0
0
93
0
0
1,500
bus_only
1,312
747
472
1
471
565
4,771.2
4,206.2
0
0
1
0
0
0
55
0
9926_9871
2
4
826
0
0
153
0
0
1,500
bus_only
1,453
826
474
1
473
567
5,663.4
5,096.5
0
0
1
0
0
0
55
0
9926_9871
3
4
1,031
0
0
310
0
0
1,500
bus_only
1,873
1,031
532
1
531
637.5
6,061.1
5,423.6
0
0
1
0
0
3
55
0.054545
9926_9892
0
5
825
0
0
471
0
0
1,500
bus_only
1,308
825
12
1
11
13
3,477.6
3,464.6
0
0
1
0
0
36
36
1
9926_9892
1
5
670
0
0
112
0
0
1,500
bus_only
1,053
670
271
1
270
323.1
4,193.6
3,870.5
0
0
1
0
0
0
36
0
9926_9892
2
5
884
0
0
417
0
0
1,500
bus_only
1,581
884
280
1
279
334.8
4,386.6
4,051.9
0
0
1
0
0
0
36
0
9926_9892
3
5
890
0
0
531
0
0
1,500
bus_only
1,749
890
328
1
327
391.4
4,160.6
3,769.2
0
0
1
0
0
0
36
0
9926_9892
4
5
714
0
0
471
0
0
1,500
bus_only
1,539
714
354
1
353
423.3
3,582.2
3,158.9
0
0
1
0
0
0
36
0
9926_9902
0
6
140
0
0
281
0
0
1,500
bus_only
430
140
9
1
8
9.3
683.5
674.2
0
0
1
0
0
267
268
0.996269
9926_9902
1
6
181
0
0
102
0
0
1,500
bus_only
376
181
93
1
92
110.2
826.3
716.1
0
0
1
0
0
0
268
0
9926_9902
2
6
118
0
0
161
0
0
1,500
bus_only
477
118
198
1
197
236.2
868.3
632
0
0
1
0
0
1
268
0.003731
9926_9902
3
6
190
0
0
341
0
0
1,500
bus_only
850
190
319
1
318
380.1
1,363.5
983.5
0
0
1
0
0
0
268
0
9926_9902
4
6
68
0
0
161
0
0
1,500
bus_only
679
68
450
1
449
538.7
799.1
260.5
0
0
1
0
0
0
268
0
9926_9902
5
6
259
0
0
102
0
0
1,500
bus_only
826
259
465
1
464
556.3
1,607.4
1,051.1
0
0
1
0
0
0
268
0
9926_9956
0
7
772
0
0
372
0
0
1,500
bus_only
1,146
772
2
1
1
0.7
3,159.6
3,158.9
0
0
1
0
0
48
48
1
9926_9956
1
7
571
0
0
206
0
0
1,500
bus_only
1,204
571
427
1
426
510.6
3,065.7
2,555.2
0
0
1
0
0
0
48
0
9926_9956
2
7
692
0
0
372
0
0
1,500
bus_only
1,348
692
284
1
283
339.4
3,246.9
2,907.5
0
0
1
0
0
0
48
0
9926_9956
3
7
883
0
0
432
0
0
1,500
bus_only
1,660
883
345
1
344
411.9
3,876.5
3,464.6
0
0
1
0
0
0
48
0
9926_9956
4
7
644
0
0
206
0
0
1,500
bus_only
1,207
644
357
1
356
426.7
3,204.4
2,777.7
0
0
1
0
0
0
48
0
9926_9956
5
7
841
0
0
206
0
0
1,500
bus_only
1,529
841
482
1
481
577.4
4,065.8
3,488.4
0
0
1
0
0
0
48
0
9926_9956
6
7
789
0
0
216
152
1
1,500
bus_only
1,528
789
523
1
370
625
4,315
3,690
0
0
1
0
0
0
48
0
9926_9997
0
6
179
0
0
169
0
0
1,500
bus_only
350
179
2
1
1
0.8
1,087.8
1,087
0
0
1
0
0
130
130
1
9926_9997
1
6
112
0
0
229
0
0
1,500
bus_only
789
112
448
1
447
534.6
1,166.6
632
0
0
1
0
0
0
130
0
9926_9997
2
6
348
0
0
258
0
0
1,500
bus_only
992
348
386
31
355
463
2,793.4
2,330.3
0
0
1
0
0
0
130
0
9926_9997
3
6
458
0
0
486
0
1
1,500
bus_only
1,237
458
293
31
262
351
2,966.6
2,615.7
0
0
1
0
0
0
130
0
9926_9997
4
6
234
0
0
229
0
0
1,500
bus_only
891
234
428
1
427
511.4
2,023.1
1,511.7
0
0
1
0
0
0
130
0