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
9974_71079
3
9
911
0
0
482
0
0
1,500
bus_only
1,768
911
375
1
374
448.2
4,886.7
4,438.5
0
0
1
0
0
0
22
0
9974_71079
4
9
1,000
0
0
482
0
0
1,500
bus_only
1,981
1,000
499
1
498
596.8
5,808.9
5,212.1
0
0
1
0
0
0
22
0
9974_71079
5
9
893
0
0
466
0
1
1,500
bus_only
1,897
893
538
1
537
643.8
5,820.7
5,176.9
0
0
1
0
0
0
22
0
9974_71079
6
9
756
0
0
616
0
1
1,500
bus_only
1,924
756
552
1
551
660.9
4,896.4
4,235.5
0
0
1
0
0
0
22
0
9974_71079
7
9
618
0
0
700
30
1
1,500
bus_only
1,900
618
582
1
551
696.6
5,330.8
4,634.1
0
0
1
0
0
2
22
0.090909
9974_71079
8
9
848
0
0
1,183
0
1
1,500
bus_only
2,524
848
493
1
492
590
5,415.2
4,825.2
0
0
1
0
0
0
22
0
9974_71104
0
5
342
0
0
203
0
0
1,500
bus_only
547
342
2
1
1
0.8
2,411.6
2,410.7
0
0
1
0
0
91
93
0.978495
9974_71104
1
5
285
0
0
203
0
0
1,500
bus_only
862
285
374
1
373
447.1
2,526.9
2,079.7
0
0
1
0
0
0
93
0
9974_71104
2
5
393
0
0
263
0
0
1,500
bus_only
1,051
393
395
1
394
471.9
3,233.4
2,761.6
0
0
1
0
0
0
93
0
9974_71104
3
5
413
0
0
387
0
1
1,500
bus_only
1,006
413
206
1
205
245.5
3,141.2
2,895.7
0
0
1
0
0
0
93
0
9974_71104
4
5
459
0
0
387
0
1
1,500
bus_only
1,237
459
391
1
390
468
3,603
3,135
0
0
1
0
0
2
93
0.021505
9974_72039
0
4
788
0
0
424
0
0
1,500
bus_only
1,214
788
2
1
1
0.8
4,909
4,908.2
0
0
1
0
0
120
120
1
9974_72039
1
4
816
0
0
358
0
1
1,500
bus_only
1,580
816
406
1
405
486.2
5,948.1
5,461.9
0
0
1
0
0
0
120
0
9974_72039
2
4
854
0
0
484
0
0
1,500
bus_only
1,758
854
420
1
419
502.3
5,790.7
5,288.4
0
0
1
0
0
0
120
0
9974_72039
3
4
1,557
0
0
399
0
1
1,500
bus_only
2,427
1,557
471
1
470
564.1
8,911.9
8,347.8
0
0
1
0
0
0
120
0
9974_72654
0
12
491
0
0
617
0
0
1,500
bus_only
1,120
491
12
1
11
12.6
3,387
3,374.4
0
0
1
0
0
33
34
1
9974_72654
1
12
524
0
0
617
0
0
1,500
bus_only
1,451
524
310
1
309
370.8
4,026.8
3,656
0
0
1
0
0
0
34
0
9974_72654
2
12
447
0
0
617
0
0
1,500
bus_only
1,487
447
423
1
422
505.6
3,513.2
3,007.6
0
0
1
0
0
0
34
0
9974_72654
3
12
798
0
0
622
0
1
1,500
bus_only
1,563
798
143
1
142
169.9
3,993.7
3,823.8
0
0
1
0
0
0
34
0
9974_72654
4
12
714
0
0
622
0
1
1,500
bus_only
1,496
714
160
1
159
190.1
3,768.9
3,578.8
0
0
1
0
0
0
34
0
9974_72654
5
12
644
0
0
622
0
1
1,500
bus_only
1,473
644
207
1
206
246.9
3,659.8
3,412.8
0
0
1
0
0
0
34
0
9974_72654
6
12
620
0
0
682
0
1
1,500
bus_only
1,665
620
363
1
362
433.7
3,659.7
3,226
0
0
1
0
0
0
34
0
9974_72654
7
12
939
0
0
622
0
1
1,500
bus_only
1,908
939
347
1
346
415.1
4,984.5
4,569.4
0
0
1
0
0
0
34
0
9974_72654
8
12
826
0
0
622
0
1
1,500
bus_only
1,830
826
382
1
381
456.8
4,494.9
4,038.1
0
0
1
0
0
0
34
0
9974_72654
9
12
580
0
0
250
0
0
1,500
bus_only
1,473
580
643
437
206
770.1
3,720.7
2,950.6
0
0
1
0
0
0
34
0
9974_72654
10
12
668
0
0
1,130
0
1
1,500
bus_only
2,260
668
462
1
461
553.3
4,427.4
3,874.1
0
0
1
0
0
0
34
0
9974_72654
11
12
556
0
0
310
0
0
1,500
bus_only
1,686
556
820
437
383
982.6
3,746.3
2,763.7
0
0
1
0
0
0
34
0
9974_74423
0
2
122
0
0
198
0
0
1,500
bus_only
322
122
2
1
1
0.7
865.6
864.9
0
0
1
0
0
87
87
1
9974_74423
1
2
43
0
0
258
0
0
1,500
bus_only
664
43
363
1
362
434.1
918.1
484
0
0
1
0
0
0
87
0
9974_74426
0
5
241
0
0
269
0
0
1,500
bus_only
512
241
2
1
1
0.7
2,256.7
2,256
0
0
1
0
0
80
80
1
9974_74426
1
5
197
0
0
269
0
0
1,500
bus_only
896
197
430
1
429
514.2
2,389.5
1,875.2
0
0
1
0
0
0
80
0
9974_74426
2
5
310
0
0
269
0
0
1,500
bus_only
925
310
346
1
345
414
2,976.3
2,562.3
0
0
1
0
0
0
80
0
9974_74426
3
5
243
0
0
606
0
1
1,500
bus_only
1,252
243
403
1
402
481.3
2,700.8
2,219.5
0
0
1
0
0
0
80
0
9974_74426
4
5
397
0
0
41
0
0
1,500
bus_only
1,205
397
767
352
415
919.4
3,060.4
2,141
0
0
1
0
0
0
80
0
9974_74427
0
2
303
0
0
371
0
0
1,500
bus_only
679
303
5
1
4
4.8
2,567.1
2,562.3
0
0
1
0
0
61
61
1
9974_74427
1
2
231
0
0
371
0
0
1,500
bus_only
950
231
348
1
347
416.5
2,672.5
2,256
0
0
1
0
0
0
61
0
9974_74429
0
6
418
0
0
255
0
0
1,500
bus_only
675
418
2
1
1
1.1
3,421.8
3,420.7
0
0
1
0
0
57
133
0.428571
9974_74429
1
6
383
0
0
255
0
0
1,500
bus_only
933
383
295
1
294
352.2
3,511.8
3,159.6
0
0
1
0
0
0
133
0
9974_74429
2
6
500
0
0
315
0
0
1,500
bus_only
1,312
500
497
1
496
593.6
4,454.5
3,860.9
0
0
1
0
0
0
133
0
9974_74429
3
6
467
0
0
844
0
1
1,500
bus_only
1,656
467
345
1
344
412
4,137.3
3,725.3
0
0
1
0
0
1
133
0.007519
9974_74429
4
6
504
0
0
406
0
0
1,500
bus_only
1,411
504
501
1
500
599.1
4,496.6
3,897.5
0
0
1
0
0
75
133
0.56391
9974_74429
5
6
1,188
0
0
466
0
1
1,500
bus_only
2,134
1,188
480
1
479
573.5
7,543.4
6,969.9
0
0
1
0
0
0
133
0
9974_75652
0
4
289
0
0
400
0
0
1,500
bus_only
695
289
6
1
5
5.4
2,085.2
2,079.7
0
0
1
0
0
73
73
1
9974_75652
1
4
195
0
0
202
0
0
1,500
bus_only
804
195
407
1
406
486.4
2,361.7
1,875.2
0
0
1
0
0
0
73
0
9974_75652
2
4
351
0
0
400
0
0
1,500
bus_only
1,123
351
372
1
371
444.9
2,855.6
2,410.7
0
0
1
0
0
0
73
0
9974_75652
3
4
239
0
0
579
0
1
1,500
bus_only
996
239
178
1
177
212.2
2,431.7
2,219.5
0
0
1
0
0
0
73
0
9974_8001028
0
2
1,216
0
0
295
0
0
1,500
bus_only
1,519
1,216
8
1
7
8
8,744.7
8,736.8
0
0
1
0
0
60
60
1
9974_8001028
1
2
1,305
0
0
295
0
0
1,500
bus_only
1,965
1,305
365
1
364
437
9,499.7
9,062.8
0
0
1
0
0
0
60
0
9974_8002632
0
11
1,162
0
0
268
0
1
1,500
bus_only
1,438
1,162
8
1
7
8
7,223.2
7,215.2
0
0
1
0
0
34
39
0.871795
9974_8002632
1
11
763
0
0
581
0
2
1,500
bus_only
1,352
763
8
1
7
8
5,783.1
5,775.1
0
0
1
0
0
1
39
0.025641
9974_8002632
2
11
587
620
0
247
14
1
1,550
bus+train
1,539
1,207
85
1
70
99.7
9,709.5
4,225.2
5,384.6
0
1
1
0
0
39
0
9974_8002632
3
11
1,557
0
0
448
0
2
1,500
bus_only
2,208
1,557
203
1
202
242.2
10,583.8
10,341.6
0
0
1
0
0
0
39
0
9974_8002632
4
11
1,276
0
0
622
40
1
3,000
bus_only
2,101
1,276
203
1
162
242.2
7,254.4
7,012.2
0
0
1
0
0
0
39
0
9974_8002632
5
11
1,046
0
0
921
38
1
1,500
bus_only
2,186
1,046
219
1
180
260.1
7,658.4
7,398.3
0
0
1
0
0
0
39
0
9974_8002632
6
11
906
0
0
683
77
1
1,500
bus_only
1,867
906
278
1
200
332.5
6,433
6,100.6
0
0
1
0
0
0
39
0
9974_8002632
7
11
848
0
0
683
77
1
1,500
bus_only
1,868
848
337
1
259
403.1
6,267.1
5,864
0
0
1
0
0
4
39
0.102564
9974_8002632
8
11
1,314
0
0
916
35
1
1,500
bus_only
2,593
1,314
363
1
327
432.8
7,416.4
6,983.6
0
0
1
0
0
0
39
0
9974_8002632
9
11
962
0
0
921
38
1
1,500
bus_only
2,322
962
439
1
400
523.9
7,441.8
6,917.9
0
0
1
0
0
0
39
0
9974_8002632
10
11
1,300
0
0
484
0
1
1,500
bus_only
2,253
1,300
469
1
468
560
8,196.6
7,636.6
0
0
1
0
0
0
39
0
9974_8002634
0
13
836
0
0
398
0
1
1,500
bus_only
1,239
836
5
1
4
5.1
5,027.4
5,022.2
0
0
1
0
0
49
50
0.98
9974_8002634
1
13
988
0
0
382
14
1
1,500
bus_only
1,616
988
246
1
231
292.6
6,436.9
6,144.3
0
0
1
0
0
0
50
0
9974_8002634
2
13
1,055
0
0
404
0
1
1,500
bus_only
1,649
1,055
190
1
189
226.5
5,803.3
5,576.8
0
0
1
0
0
0
50
0
9974_8002634
3
13
1,116
0
0
605
38
1
1,500
bus_only
1,987
1,116
266
1
227
316.8
6,514.5
6,197.7
0
0
1
0
0
0
50
0
9974_8002634
4
13
1,039
0
0
442
14
1
1,500
bus_only
1,866
1,039
385
1
370
458.9
6,813.5
6,354.6
0
0
1
0
0
0
50
0
9974_8002634
5
13
1,007
0
0
404
0
1
1,500
bus_only
1,791
1,007
380
1
379
454.7
5,713.5
5,258.8
0
0
1
0
0
1
50
0.02
9974_8002634
6
13
1,324
0
0
393
71
1
1,500
bus_only
2,102
1,324
385
1
313
459.3
6,719.3
6,259.9
0
0
1
0
0
0
50
0
9974_8002634
7
13
933
0
0
382
14
1
1,500
bus_only
1,754
933
439
1
424
524.7
6,467.6
5,942.9
0
0
1
0
0
0
50
0
9974_8002634
8
13
1,577
0
0
616
71
1
1,500
bus_only
2,532
1,577
339
1
267
404.1
7,341.1
6,937
0
0
1
0
0
0
50
0
9974_8002634
9
13
1,469
0
0
616
71
1
1,500
bus_only
2,465
1,469
380
1
308
453.3
7,147.4
6,694.2
0
0
1
0
0
0
50
0
9974_8002634
10
13
1,022
0
0
665
38
1
1,500
bus_only
2,164
1,022
477
1
438
569.2
6,483.8
5,914.6
0
0
1
0
0
0
50
0
9974_8002634
11
13
1,362
0
0
441
35
1
3,000
bus_only
2,324
1,362
521
1
485
621.8
7,603.6
6,981.8
0
0
1
0
0
0
50
0
9974_8002634
12
13
1,232
0
0
425
85
1
1,500
bus_only
2,228
1,232
571
1
485
682
6,563.8
5,881.8
0
0
1
0
0
0
50
0
9974_8002636
0
3
607
0
0
554
0
1
1,500
bus_only
1,163
607
2
1
1
1.2
4,506.8
4,505.7
0
0
1
0
0
71
74
0.972603
9974_8002636
1
3
570
0
0
482
0
0
1,500
bus_only
1,373
570
321
1
320
383.5
4,748
4,364.5
0
0
1
0
0
0
74
0
9974_8002636
2
3
683
0
0
582
85
1
1,500
bus_only
1,589
683
324
1
238
385.9
5,079.6
4,693.8
0
0
1
0
0
2
74
0.027397
9974_8002663
0
2
1,302
0
0
166
0
0
1,500
bus_only
1,470
1,302
2
1
1
0.8
9,063.6
9,062.8
0
0
1
0
0
31
31
1
9974_8002663
1
2
1,197
0
0
166
0
0
1,500
bus_only
1,732
1,197
369
1
368
440.9
9,177.6
8,736.8
0
0
1
0
0
0
31
0
9974_8002851
0
5
780
0
0
406
0
0
1,500
bus_only
1,188
780
2
1
1
0.7
5,289.1
5,288.4
0
0
1
0
0
58
58
1
9974_8002851
1
5
665
0
0
475
0
1
1,500
bus_only
1,428
665
288
1
287
344.2
5,043.2
4,699
0
0
1
0
0
0
58
0
9974_8002851
2
5
679
0
0
516
0
0
1,500
bus_only
1,601
679
406
1
405
486.1
5,738.7
5,252.7
0
0
1
0
0
0
58
0
9974_8002851
3
5
653
0
0
576
0
0
1,500
bus_only
1,667
653
438
1
437
524.3
5,500.5
4,976.2
0
0
1
0
0
0
58
0
9974_8002851
4
5
694
0
0
466
0
0
1,500
bus_only
1,639
694
479
1
478
573
5,481.2
4,908.2
0
0
1
0
0
0
58
0
9974_8426
0
5
1,248
0
0
258
0
0
1,500
bus_only
1,508
1,248
2
1
1
0.7
7,266.8
7,266.1
0
0
1
0
0
0
19
0.2
9974_8426
1
5
601
270
0
384
189
2
1,550
bus+train
1,745
871
490
1
300
585.8
7,833.4
4,540
2,707.6
0
1
1
0
0
19
0.2
9974_8426
2
5
1,291
0
0
318
0
0
1,500
bus_only
1,985
1,291
376
1
375
449.6
8,073.5
7,623.9
0
0
1
0
0
0
19
0.2
9974_8426
3
5
1,044
0
0
402
93
2
1,500
bus_only
1,823
1,044
377
1
283
449.6
8,618.9
8,169.3
0
0
1
0
0
0
19
0.2
9974_8426
4
5
1,211
0
0
318
0
0
1,500
bus_only
1,934
1,211
405
1
404
484
7,349.8
6,865.7
0
0
1
0
0
0
19
0.2
9974_8501527
0
11
861
0
0
427
0
1
1,500
bus_only
1,299
861
11
1
10
12.3
5,271.2
5,258.8
0
0
1
0
0
13
14
0.928571
9974_8501527
1
11
684
0
0
503
0
2
1,500
bus_only
1,565
684
378
1
377
451.6
5,473.8
5,022.2
0
0
1
0
0
0
14
0
9974_8501527
2
11
911
0
0
427
0
1
1,500
bus_only
1,693
911
355
1
354
424.7
6,001.4
5,576.8
0
0
1
0
0
0
14
0
9974_8501527
3
11
2,233
0
0
617
27
1
1,500
bus_only
3,202
2,233
352
1
324
419.6
10,718.5
10,298.9
0
0
1
0
0
0
14
0
9974_8501527
4
11
686
0
0
537
0
1
1,500
bus_only
1,601
686
378
1
377
451.6
5,473.8
5,022.2
0
0
1
0
0
1
14
0.071429
9974_8501527
5
11
939
0
0
536
38
1
1,500
bus_only
1,922
939
447
1
408
533.6
6,990.9
6,457.3
0
0
1
0
0
0
14
0
9974_8501527
6
11
1,868
0
0
588
71
1
1,500
bus_only
2,819
1,868
363
1
291
433.9
7,773.5
7,339.6
0
0
1
0
0
0
14
0
9974_8501527
7
11
1,150
0
0
496
38
1
1,500
bus_only
2,125
1,150
479
1
440
572.6
8,215.8
7,643.2
0
0
1
0
0
0
14
0
9974_8501527
8
11
1,711
0
0
685
71
1
1,500
bus_only
2,783
1,711
387
1
315
462.6
7,885.5
7,422.9
0
0
1
0
0
0
14
0
9974_8501527
9
11
1,123
0
0
496
38
1
1,500
bus_only
2,163
1,123
544
1
505
650.2
8,104.6
7,454.4
0
0
1
0
0
0
14
0
9974_8501527
10
11
998
0
0
496
38
1
1,500
bus_only
2,094
998
600
1
561
716.8
7,674.9
6,958.1
0
0
1
0
0
0
14
0
9974_8502690
0
2
567
0
0
156
0
0
1,500
bus_only
929
567
206
1
205
244.2
4,608.7
4,364.5
0
0
1
0
0
1
16
0.0625
9974_8502690
1
2
638
0
0
166
0
1
1,500
bus_only
1,036
638
232
1
231
277.1
4,782.7
4,505.7
0
0
1
0
0
15
16
0.9375