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
9928_8001060
0
13
599
0
0
236
0
0
1,500
bus_only
877
599
42
12
30
49.4
1,996.5
1,947.1
0
0
1
0
0
19
19
1
9928_8001060
1
13
860
0
0
83
0
0
1,500
bus_only
983
860
40
7
33
47.2
1,996.6
1,949.5
0
0
1
0
0
0
19
0
9928_8001060
2
13
786
0
0
516
0
0
1,500
bus_only
1,629
786
327
7
320
391.5
2,031
1,639.5
0
0
1
0
0
0
19
0
9928_8001060
3
13
697
0
0
182
0
1
1,500
bus_only
1,092
697
213
7
206
253.8
2,077.2
1,823.4
0
0
1
0
0
0
19
0
9928_8001060
4
13
631
0
0
544
0
1
1,500
bus_only
1,502
631
327
7
320
391.5
2,031
1,639.5
0
0
1
0
0
0
19
0
9928_8001060
5
13
807
0
0
182
0
1
1,500
bus_only
1,372
807
383
7
376
457.9
2,604.2
2,146.3
0
0
1
0
0
0
19
0
9928_8001060
6
13
756
0
0
143
0
0
1,500
bus_only
1,384
756
485
7
478
581.1
2,031
1,450
0
0
1
0
0
0
19
0
9928_8001060
7
13
464
0
0
1,092
0
0
1,500
bus_only
2,024
464
468
7
461
559.9
2,406.7
1,846.8
0
0
1
0
0
0
19
0
9928_8001060
8
13
843
0
0
604
0
1
1,500
bus_only
1,911
843
464
7
457
555.5
2,861.4
2,305.9
0
0
1
0
0
0
19
0
9928_8001060
9
13
529
0
0
1,092
0
0
1,500
bus_only
2,113
529
492
7
485
589.6
2,686.9
2,097.3
0
0
1
0
0
0
19
0
9928_8001060
10
13
893
0
0
182
0
1
1,500
bus_only
1,643
893
568
7
561
679.7
2,992.5
2,312.8
0
0
1
0
0
0
19
0
9928_8001060
11
13
413
0
0
294
0
0
1,500
bus_only
1,529
413
822
446
376
985.1
2,767
1,782
0
0
1
0
0
0
19
0
9928_8001060
12
13
455
0
0
294
0
0
1,500
bus_only
1,756
455
1,007
446
561
1,206.9
3,155.4
1,948.5
0
0
1
0
0
0
19
0
9928_8001755
0
6
678
0
0
185
0
0
1,500
bus_only
887
678
24
12
12
26.9
2,867
2,840.1
0
0
1
0
0
35
35
1
9928_8001755
1
6
596
0
0
174
0
1
1,500
bus_only
784
596
14
7
7
14.9
2,859.1
2,844.2
0
0
1
0
0
0
35
0
9928_8001755
2
6
633
0
0
185
0
0
1,500
bus_only
1,123
633
305
12
293
364.6
2,927.9
2,563.3
0
0
1
0
0
0
35
0
9928_8001755
3
6
569
0
0
234
0
1
1,500
bus_only
1,099
569
296
7
289
352.3
2,919.8
2,567.5
0
0
1
0
0
0
35
0
9928_8001755
4
6
736
0
0
185
0
0
1,500
bus_only
1,430
736
509
12
497
610
3,908.3
3,298.3
0
0
1
0
0
0
35
0
9928_8001755
5
6
939
0
0
320
0
1
1,500
bus_only
1,833
939
574
7
567
687.8
3,000.6
2,312.8
0
0
1
0
0
0
35
0
9928_8001757
0
4
944
0
0
209
0
0
1,500
bus_only
1,182
944
29
12
17
33.7
3,589.6
3,555.9
0
0
1
0
0
16
16
1
9928_8001757
1
4
829
0
0
209
0
0
1,500
bus_only
1,355
829
317
12
305
380
3,678.3
3,298.3
0
0
1
0
0
0
16
0
9928_8001757
2
4
1,006
0
0
269
0
0
1,500
bus_only
1,577
1,006
302
12
290
361.4
4,190.8
3,829.4
0
0
1
0
0
0
16
0
9928_8001757
3
4
1,480
0
0
198
0
0
1,500
bus_only
1,965
1,480
287
12
275
343.1
5,361.6
5,018.6
0
0
1
0
0
0
16
0
9928_8001758
0
10
1,014
0
0
423
0
0
1,500
bus_only
1,461
1,014
24
12
12
27.9
3,857.3
3,829.4
0
0
1
0
0
16
17
0.941176
9928_8001758
1
10
1,359
0
0
195
0
0
1,500
bus_only
1,587
1,359
33
7
26
38.8
3,851.5
3,812.7
0
0
1
0
0
0
17
0
9928_8001758
2
10
955
0
0
423
0
0
1,500
bus_only
1,709
955
331
12
319
396.6
3,952.5
3,555.9
0
0
1
0
0
0
17
0
9928_8001758
3
10
1,284
0
0
195
0
0
1,500
bus_only
1,811
1,284
332
7
325
396.8
3,944.3
3,547.5
0
0
1
0
0
0
17
0
9928_8001758
4
10
1,432
0
0
195
0
0
1,500
bus_only
1,962
1,432
335
7
328
400.8
4,527.7
4,127
0
0
1
0
0
0
17
0
9928_8001758
5
10
1,069
0
0
423
0
0
1,500
bus_only
1,839
1,069
347
12
335
415.8
4,551.9
4,136.1
0
0
1
0
0
0
17
0
9928_8001758
6
10
970
0
0
896
0
0
1,500
bus_only
2,236
970
370
7
363
441.1
5,034.2
4,593.2
0
0
1
0
0
0
17
0
9928_8001758
7
10
1,517
0
0
318
0
0
1,500
bus_only
2,407
1,517
572
12
560
684.7
5,703.3
5,018.6
0
0
1
0
0
1
17
0.058824
9928_8001758
8
10
521
180
0
452
103
2
1,550
bus+train
1,807
701
654
7
544
782.6
4,503.5
1,596.6
2,124.4
0
1
1
0
0
17
0
9928_8001758
9
10
224
300
0
468
42
1
1,550
bus+train
1,807
524
815
229
544
976
5,017.2
884.8
3,156.3
0
1
1
0
0
17
0
9928_8001761
0
6
1,589
0
0
142
0
0
1,500
bus_only
1,755
1,589
24
7
17
27.2
4,998.5
4,971.3
0
0
1
0
0
2
46
0.043478
9928_8001761
1
6
271
330
0
356
230
1
1,550
bus+train
1,382
601
425
7
188
507.8
5,261.5
1,075.1
3,678.5
0
1
1
0
0
46
0
9928_8001761
2
6
1,270
0
0
402
0
0
1,500
bus_only
1,708
1,270
36
12
24
41.5
5,009.4
4,967.9
0
0
1
0
0
44
46
0.956522
9928_8001761
3
6
1,167
0
0
342
0
0
1,500
bus_only
1,886
1,167
377
12
365
451.9
5,116.1
4,664.1
0
0
1
0
0
0
46
0
9928_8001761
4
6
1,439
0
0
142
0
0
1,500
bus_only
1,962
1,439
381
7
374
456.2
5,109.7
4,653.4
0
0
1
0
0
0
46
0
9928_8001761
5
6
1,374
0
0
402
0
0
1,500
bus_only
2,164
1,374
388
12
376
463.5
5,818.4
5,354.9
0
0
1
0
0
0
46
0
9928_8001764
0
10
2,005
0
0
294
0
0
1,500
bus_only
2,355
2,005
56
12
44
64.9
7,300.7
7,235.9
0
0
1
0
0
15
15
1
9928_8001764
1
10
231
510
0
390
230
1
1,550
bus+train
1,658
741
527
7
290
628.2
7,570.5
1,075.1
5,867.1
0
1
1
0
0
15
0
9928_8001764
2
10
2,139
0
0
294
0
0
1,500
bus_only
2,778
2,139
345
12
333
413.5
7,991.8
7,578.3
0
0
1
0
0
0
15
0
9928_8001764
3
10
2,017
0
0
251
28
1
1,500
bus_only
2,347
2,017
79
7
44
90.9
8,399.9
8,309
0
0
1
0
0
0
15
0
9928_8001764
4
10
362
510
0
481
279
2
1,550
bus+train
1,674
872
321
7
35
382
7,888.1
1,638.9
5,867.1
0
1
1
0
0
15
0
9928_8001764
5
10
827
300
0
535
54
1
1,550
bus+train
2,018
1,127
356
12
290
424.2
7,465.3
3,298.3
3,742.8
0
1
1
0
0
15
0
9928_8001764
6
10
1,886
0
0
294
0
0
1,500
bus_only
2,572
1,886
392
12
380
468.8
7,387.5
6,918.7
0
0
1
0
0
0
15
0
9928_8001764
7
10
1,898
0
0
251
28
1
1,500
bus_only
2,564
1,898
415
7
380
494.8
8,486.7
7,991.9
0
0
1
0
0
0
15
0
9928_8001764
8
10
2,581
0
0
441
0
1
1,500
bus_only
3,355
2,581
333
7
326
398.7
8,402.8
8,004.1
0
0
1
0
0
0
15
0
9928_8001764
9
10
306
510
0
481
279
2
1,550
bus+train
1,792
816
495
7
209
591.7
7,895.1
1,436.3
5,867.1
0
1
1
0
0
15
0
9928_8002270
0
10
438
0
0
283
0
0
1,500
bus_only
737
438
16
12
4
18
1,744.6
1,726.7
0
0
1
0
0
14
14
1
9928_8002270
1
10
271
0
0
45
0
0
1,500
bus_only
948
271
632
441
191
756.5
1,852.6
1,096.1
0
0
1
0
0
0
14
0
9928_8002270
2
10
892
0
0
1,079
0
0
1,500
bus_only
2,217
892
246
7
239
293.4
3,821.7
3,528.4
0
0
1
0
0
0
14
0
9928_8002270
3
10
516
0
0
509
0
1
1,500
bus_only
1,223
516
198
7
191
235.7
1,796.7
1,560.9
0
0
1
0
0
0
14
0
9928_8002270
4
10
560
0
0
283
0
0
1,500
bus_only
1,265
560
422
12
410
505.3
2,598.5
2,093.2
0
0
1
0
0
0
14
0
9928_8002270
5
10
966
0
0
1,079
0
0
1,500
bus_only
2,418
966
373
7
366
446.3
4,220.3
3,774
0
0
1
0
0
0
14
0
9928_8002270
6
10
619
0
0
509
0
1
1,500
bus_only
1,587
619
459
7
452
549.1
2,372.8
1,823.7
0
0
1
0
0
0
14
0
9928_8002270
7
10
838
0
0
1,079
0
0
1,500
bus_only
2,373
838
456
7
449
545.8
3,874.4
3,328.6
0
0
1
0
0
0
14
0
9928_8002270
8
10
454
0
0
508
0
0
1,500
bus_only
1,621
454
659
207
452
789.8
2,315.1
1,525.3
0
0
1
0
0
0
14
0
9928_8002270
9
10
373
0
0
45
0
0
1,500
bus_only
1,311
373
893
441
452
1,069.9
2,428.8
1,358.9
0
0
1
0
0
0
14
0
9928_8002271
0
12
680
0
0
295
0
0
1,500
bus_only
1,003
680
28
12
16
32.5
2,651.8
2,619.4
0
0
1
0
0
22
22
1
9928_8002271
1
12
737
0
0
235
0
0
1,500
bus_only
1,255
737
283
12
271
338.2
3,210.1
2,871.9
0
0
1
0
0
0
22
0
9928_8002271
2
12
1,897
0
0
398
0
1
1,500
bus_only
2,602
1,897
307
7
300
367.2
7,319.2
6,952
0
0
1
0
0
0
22
0
9928_8002271
3
12
942
0
0
383
0
1
1,500
bus_only
1,662
942
337
7
330
402.5
3,898.2
3,495.7
0
0
1
0
0
0
22
0
9928_8002271
4
12
866
0
0
833
0
1
1,500
bus_only
2,135
866
436
7
429
521.6
4,257.3
3,735.7
0
0
1
0
0
0
22
0
9928_8002271
5
12
1,131
0
0
833
0
1
1,500
bus_only
2,447
1,131
483
7
476
578.5
5,335.7
4,757.2
0
0
1
0
0
0
22
0
9928_8002271
6
12
1,502
0
0
398
0
1
1,500
bus_only
2,417
1,502
517
7
510
618.7
6,296.7
5,678
0
0
1
0
0
0
22
0
9928_8002271
7
12
981
0
0
518
0
0
1,500
bus_only
2,135
981
636
207
429
761.8
4,607.2
3,845.4
0
0
1
0
0
0
22
0
9928_8002271
8
12
1,293
0
0
768
0
0
1,500
bus_only
2,626
1,293
565
7
558
677
5,708
5,031.1
0
0
1
0
0
0
22
0
9928_8002271
9
12
1,167
0
0
833
0
1
1,500
bus_only
2,530
1,167
530
7
523
635
5,513.9
4,878.9
0
0
1
0
0
0
22
0
9928_8002271
10
12
1,832
0
0
398
0
1
1,500
bus_only
2,754
1,832
524
7
517
627.7
7,364.9
6,737.2
0
0
1
0
0
0
22
0
9928_8002271
11
12
1,246
0
0
518
0
0
1,500
bus_only
2,447
1,246
683
207
476
818.8
5,685.6
4,866.9
0
0
1
0
0
0
22
0
9928_8002272
0
13
654
0
0
296
0
0
1,500
bus_only
977
654
27
12
15
32
2,903.9
2,871.9
0
0
1
0
0
18
18
1
9928_8002272
1
13
603
0
0
296
0
0
1,500
bus_only
1,210
603
311
12
299
372.3
2,991.6
2,619.4
0
0
1
0
0
0
18
0
9928_8002272
2
13
1,328
0
0
665
0
0
1,500
bus_only
2,422
1,328
429
7
422
512.7
5,658.7
5,146
0
0
1
0
0
0
18
0
9928_8002272
3
13
1,642
0
0
870
0
1
1,500
bus_only
2,914
1,642
402
7
395
481.1
6,286.8
5,805.8
0
0
1
0
0
0
18
0
9928_8002272
4
13
1,403
0
0
605
0
0
1,500
bus_only
2,468
1,403
460
7
453
550.2
5,991.6
5,441.4
0
0
1
0
0
0
18
0
9928_8002272
5
13
1,293
0
0
605
0
0
1,500
bus_only
2,389
1,293
491
7
484
588
5,619.1
5,031.1
0
0
1
0
0
0
18
0
9928_8002272
6
13
903
0
0
995
0
1
1,500
bus_only
2,328
903
430
7
423
515
4,010.7
3,495.7
0
0
1
0
0
0
18
0
9928_8002272
7
13
820
0
0
355
0
0
1,500
bus_only
1,805
820
630
207
423
755.2
4,003.3
3,248.1
0
0
1
0
0
0
18
0
9928_8002272
8
13
1,336
0
0
355
0
0
1,500
bus_only
2,267
1,336
576
207
369
690.5
5,882.8
5,192.3
0
0
1
0
0
0
18
0
9928_8002272
9
13
1,282
0
0
355
0
0
1,500
bus_only
2,219
1,282
582
207
375
697.8
5,686.4
4,988.6
0
0
1
0
0
0
18
0
9928_8002272
10
13
1,246
0
0
355
0
0
1,500
bus_only
2,218
1,246
617
207
410
739
5,605.9
4,866.9
0
0
1
0
0
0
18
0
9928_8002272
11
13
1,552
0
0
930
0
1
1,500
bus_only
2,947
1,552
465
7
458
556.3
6,017
5,460.7
0
0
1
0
0
0
18
0
9928_8002272
12
13
1,663
0
0
559
0
0
1,500
bus_only
2,889
1,663
667
207
460
799.4
5,804.6
5,005.2
0
0
1
0
0
0
18
0
9928_8002273
0
22
838
0
0
539
0
0
1,500
bus_only
1,407
838
30
12
18
35.2
3,436.9
3,401.7
0
0
1
0
0
33
33
1
9928_8002273
1
22
645
0
0
481
79
2
1,500
bus_only
1,476
645
350
12
259
418.9
3,759.4
3,340.4
0
0
1
0
0
0
33
0
9928_8002273
2
22
1,403
0
0
362
0
0
1,500
bus_only
1,934
1,403
169
7
162
201.1
5,642.5
5,441.4
0
0
1
0
0
0
33
0
9928_8002273
3
22
1,328
0
0
362
0
0
1,500
bus_only
1,996
1,328
306
7
299
365.9
5,511.9
5,146
0
0
1
0
0
0
33
0
9928_8002273
4
22
920
0
0
539
0
0
1,500
bus_only
1,816
920
357
12
345
428.1
4,120.9
3,692.9
0
0
1
0
0
0
33
0
9928_8002273
5
22
1,458
0
0
430
0
0
1,500
bus_only
2,215
1,458
327
7
320
390.5
5,303.8
4,913.4
0
0
1
0
0
0
33
0
9928_8002273
6
22
1,551
0
0
430
0
0
1,500
bus_only
2,304
1,551
323
7
316
386.7
5,424.1
5,037.4
0
0
1
0
0
0
33
0
9928_8002273
7
22
1,551
0
0
362
0
0
1,500
bus_only
2,266
1,551
353
7
346
421.8
6,398.9
5,977
0
0
1
0
0
0
33
0
9928_8002273
8
22
804
0
0
654
0
1
1,500
bus_only
1,794
804
336
7
329
401.9
3,697.2
3,295.3
0
0
1
0
0
0
33
0
9928_8002273
9
22
971
0
0
654
0
1
1,500
bus_only
1,948
971
323
7
316
386.7
4,100.6
3,713.9
0
0
1
0
0
0
33
0
9928_8002273
10
22
1,465
0
0
362
0
0
1,500
bus_only
2,230
1,465
403
7
396
481.7
6,162.4
5,680.7
0
0
1
0
0
0
33
0
9928_8002273
11
22
1,293
0
0
362
0
0
1,500
bus_only
2,080
1,293
425
7
418
508.4
5,539.5
5,031.1
0
0
1
0
0
0
33
0
9928_8002273
12
22
658
0
0
1,443
0
0
1,500
bus_only
2,437
658
336
7
329
401.9
3,569.4
3,167.5
0
0
1
0
0
0
33
0
9928_8002273
13
22
1,506
0
0
362
0
0
1,500
bus_only
2,331
1,506
463
7
456
553.7
6,371.5
5,817.7
0
0
1
0
0
0
33
0
9928_8002273
14
22
934
0
0
324
0
0
1,500
bus_only
1,794
934
536
207
329
642.5
3,482.4
2,839.8
0
0
1
0
0
0
33
0
9928_8002273
15
22
1,101
0
0
324
0
0
1,500
bus_only
1,948
1,101
523
207
316
627.4
3,885.9
3,258.5
0
0
1
0
0
0
33
0