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
9966_71118
2
11
1,302
0
0
323
0
0
1,500
bus_only
1,866
1,302
241
1
240
287.7
7,146.5
6,858.8
0
0
1
0
0
0
14
0
9966_71118
3
11
990
0
0
453
0
1
1,500
bus_only
1,640
990
197
1
196
234.5
5,880.8
5,646.2
0
0
1
0
0
0
14
0
9966_71118
4
11
1,042
0
0
453
0
1
1,500
bus_only
1,736
1,042
241
1
240
287.7
6,284.7
5,997.1
0
0
1
0
0
0
14
0
9966_71118
5
11
1,199
0
0
323
0
0
1,500
bus_only
1,838
1,199
316
1
315
376.9
6,709.5
6,332.6
0
0
1
0
0
0
14
0
9966_71118
6
11
875
0
0
485
0
1
1,500
bus_only
1,746
875
386
71
315
461
5,291.5
4,830.5
0
0
1
0
0
0
14
0
9966_71118
7
11
1,009
0
0
323
0
0
1,500
bus_only
1,820
1,009
488
1
487
583.8
6,508.9
5,925.1
0
0
1
0
0
0
14
0
9966_71118
8
11
1,371
0
0
263
0
0
1,500
bus_only
2,147
1,371
513
1
512
614.1
7,718.9
7,104.8
0
0
1
0
0
0
14
0
9966_71118
9
11
1,111
0
0
393
0
1
1,500
bus_only
2,017
1,111
513
1
512
614.1
6,857.2
6,243
0
0
1
0
0
0
14
0
9966_71118
10
11
1,073
0
0
323
0
0
1,500
bus_only
2,012
1,073
616
1
615
738.2
6,873.2
6,135
0
0
1
0
0
0
14
0
9966_71202
0
4
212
0
0
465
0
0
1,500
bus_only
684
212
7
1
6
7
1,203.8
1,196.8
0
0
1
0
0
154
154
1
9966_71202
1
4
83
0
0
525
0
0
1,500
bus_only
786
83
178
1
177
211.1
641
429.9
0
0
1
0
0
0
154
0
9966_71202
2
4
175
0
0
465
0
0
1,500
bus_only
972
175
332
1
331
397.9
1,305.1
907.1
0
0
1
0
0
0
154
0
9966_71202
3
4
385
0
0
320
0
0
1,500
bus_only
1,250
385
545
71
474
652.5
2,826.5
2,174.1
0
0
1
0
0
0
154
0
9966_71375
0
3
1,175
0
0
266
0
0
1,500
bus_only
1,449
1,175
8
1
7
8.5
7,421.6
7,413.1
0
0
1
0
0
35
35
1
9966_71375
1
3
1,135
0
0
266
0
0
1,500
bus_only
1,775
1,135
374
1
373
447.9
7,524.4
7,076.5
0
0
1
0
0
0
35
0
9966_71375
2
3
1,233
0
0
266
0
0
1,500
bus_only
1,876
1,233
377
1
376
451.2
8,192.4
7,741.2
0
0
1
0
0
0
35
0
9966_72795
0
6
694
0
0
461
0
0
1,500
bus_only
1,168
694
13
1
12
14.1
3,935.8
3,921.7
0
0
1
0
0
34
34
1
9966_72795
1
6
662
0
0
461
0
0
1,500
bus_only
1,481
662
358
1
357
428
4,032.7
3,604.8
0
0
1
0
0
0
34
0
9966_72795
2
6
761
0
0
461
0
0
1,500
bus_only
1,667
761
445
1
444
532.4
4,846
4,313.6
0
0
1
0
0
0
34
0
9966_72795
3
6
805
0
0
461
0
0
1,500
bus_only
1,813
805
547
1
546
655.3
5,137.4
4,482.1
0
0
1
0
0
0
34
0
9966_72795
4
6
695
0
0
680
0
1
1,500
bus_only
1,966
695
591
71
520
708.1
6,694.5
5,986.4
0
0
1
0
0
0
34
0
9966_72795
5
6
661
0
0
520
0
0
1,500
bus_only
1,966
661
785
265
520
940.5
6,629.3
5,688.8
0
0
1
0
0
0
34
0
9966_74209
0
12
1,033
0
0
293
0
0
1,500
bus_only
1,328
1,033
2
1
1
1.4
5,400
5,398.6
0
0
1
0
0
19
20
0.95
9966_74209
1
12
858
0
0
257
0
1
1,500
bus_only
1,187
858
72
71
1
85.5
4,600.7
4,515.2
0
0
1
0
0
1
20
0.05
9966_74209
2
12
985
0
0
293
0
0
1,500
bus_only
1,436
985
158
1
157
189.1
5,447.7
5,258.6
0
0
1
0
0
0
20
0
9966_74209
3
12
810
0
0
257
0
1
1,500
bus_only
1,295
810
228
71
157
273.2
4,648.4
4,375.2
0
0
1
0
0
0
20
0
9966_74209
4
12
1,077
0
0
293
0
0
1,500
bus_only
1,668
1,077
298
1
297
356.1
6,017.4
5,661.4
0
0
1
0
0
0
20
0
9966_74209
5
12
919
0
0
293
0
0
1,500
bus_only
1,625
919
413
1
412
494.3
5,512.2
5,017.8
0
0
1
0
0
0
20
0
9966_74209
6
12
902
0
0
257
0
1
1,500
bus_only
1,527
902
368
71
297
440.1
5,218.1
4,778
0
0
1
0
0
0
20
0
9966_74209
7
12
1,144
0
0
293
0
0
1,500
bus_only
1,880
1,144
443
1
442
530.4
6,383.8
5,853.5
0
0
1
0
0
0
20
0
9966_74209
8
12
744
0
0
257
0
1
1,500
bus_only
1,484
744
483
71
412
578.4
4,712.9
4,134.5
0
0
1
0
0
0
20
0
9966_74209
9
12
827
0
0
353
0
0
1,500
bus_only
1,728
827
548
1
547
655.7
5,495.3
4,839.6
0
0
1
0
0
0
20
0
9966_74209
10
12
969
0
0
257
0
1
1,500
bus_only
1,739
969
513
71
442
614.4
5,584.5
4,970.1
0
0
1
0
0
0
20
0
9966_74209
11
12
652
0
0
317
0
1
1,500
bus_only
1,587
652
618
71
547
739.7
4,696
3,956.2
0
0
1
0
0
0
20
0
9966_74432
0
6
814
0
0
492
0
1
1,500
bus_only
1,367
814
61
55
6
71.9
2,173
2,101.1
0
0
1
0
0
0
18
0.166667
9966_74432
1
6
723
0
0
432
0
1
1,500
bus_only
1,555
723
400
55
345
479.1
2,274.6
1,795.5
0
0
1
0
0
0
18
0.166667
9966_74432
2
6
886
0
0
432
0
1
1,500
bus_only
1,568
886
250
55
195
299.2
2,569.3
2,270.1
0
0
1
0
0
0
18
0.166667
9966_74432
3
6
928
0
0
432
0
1
1,500
bus_only
1,722
928
362
55
307
433.3
2,802.8
2,369.5
0
0
1
0
0
0
18
0.166667
9966_74432
4
6
4,974
0
0
5,479
28
1
2,900
bus_only
11,504
4,974
1,051
265
758
1,259.5
36,245.7
34,986.2
0
0
1
0
0
0
18
0.166667
9966_74432
5
6
5,077
0
0
5,479
28
1
3,000
bus_only
11,649
5,077
1,093
265
800
1,308.6
36,803.9
35,495.3
0
0
1
0
0
0
18
0.166667
9966_74435
0
8
760
0
0
699
0
0
1,500
bus_only
1,461
760
2
1
1
1.4
4,094.5
4,093.1
0
0
1
0
0
17
17
1
9966_74435
1
8
520
0
0
505
23
1
1,500
bus_only
1,120
520
95
71
1
112.2
3,618.6
3,506.4
0
0
1
0
0
0
17
0
9966_74435
2
8
701
0
0
699
0
0
1,500
bus_only
1,762
701
362
1
361
433.4
4,206.4
3,772.9
0
0
1
0
0
0
17
0
9966_74435
3
8
922
0
0
258
0
1
1,500
bus_only
1,252
922
72
71
1
85.5
3,168.8
3,083.3
0
0
1
0
0
0
17
0
9966_74435
4
8
805
0
0
699
0
0
1,500
bus_only
1,895
805
391
1
390
467.9
4,907.5
4,439.5
0
0
1
0
0
0
17
0
9966_74435
5
8
839
0
0
258
0
1
1,500
bus_only
1,529
839
432
71
361
517.5
3,280.6
2,763.1
0
0
1
0
0
0
17
0
9966_74435
6
8
462
0
0
505
23
1
1,500
bus_only
1,422
462
455
71
361
544.2
3,730.5
3,186.2
0
0
1
0
0
0
17
0
9966_74435
7
8
566
0
0
505
23
1
1,500
bus_only
1,555
566
484
71
390
578.7
4,431.6
3,852.9
0
0
1
0
0
0
17
0
9966_74436
0
8
731
0
0
590
0
0
1,500
bus_only
1,330
731
9
1
8
9.6
4,449.1
4,439.5
0
0
1
0
0
14
14
1
9966_74436
1
8
775
0
0
260
38
1
1,500
bus_only
1,082
775
47
1
8
54.4
5,082.9
5,028.5
0
0
1
0
0
0
14
0
9966_74436
2
8
785
0
0
650
0
0
1,500
bus_only
1,790
785
355
1
354
423.4
5,220.1
4,796.7
0
0
1
0
0
0
14
0
9966_74436
3
8
688
0
0
590
0
0
1,500
bus_only
1,676
688
398
1
397
476.1
4,569.2
4,093.1
0
0
1
0
0
0
14
0
9966_74436
4
8
964
0
0
223
15
1
1,500
bus_only
1,600
964
413
1
397
493.4
4,589.6
4,096.2
0
0
1
0
0
0
14
0
9966_74436
5
8
732
0
0
260
38
1
1,500
bus_only
1,428
732
436
1
397
520.9
5,203
4,682.1
0
0
1
0
0
0
14
0
9966_74436
6
8
871
0
0
650
0
0
1,500
bus_only
2,006
871
485
1
484
580.4
5,895.6
5,315.2
0
0
1
0
0
0
14
0
9966_74436
7
8
823
0
0
320
38
1
1,500
bus_only
1,671
823
528
1
489
631.1
6,151.7
5,520.6
0
0
1
0
0
0
14
0
9966_74920
0
2
1,932
0
0
468
0
0
1,500
bus_only
2,402
1,932
2
1
1
0.9
13,396.5
13,395.6
0
0
1
0
0
13
13
1
9966_74920
1
2
1,724
0
0
510
91
1
1,500
bus_only
2,397
1,724
163
71
1
193.8
13,318.1
13,124.3
0
0
1
0
0
0
13
0
9966_75652
0
18
871
0
0
612
0
0
1,500
bus_only
1,489
871
6
1
5
5.8
5,321.1
5,315.2
0
0
1
0
0
21
21
1
9966_75652
1
18
490
0
0
351
82
2
1,500
bus_only
1,381
490
540
71
387
645.7
4,366.6
3,720.9
0
0
1
0
0
0
21
0
9966_75652
2
18
913
0
0
612
0
0
1,500
bus_only
1,925
913
400
1
399
479.4
6,152.9
5,673.5
0
0
1
0
0
0
21
0
9966_75652
3
18
993
0
0
396
0
2
1,500
bus_only
1,464
993
75
1
74
88.2
6,323.6
6,235.4
0
0
1
0
0
0
21
0
9966_75652
4
18
1,196
0
0
118
0
1
1,500
bus_only
1,511
1,196
197
71
126
235.5
4,209.6
3,974.2
0
0
1
0
0
0
21
0
9966_75652
5
18
1,173
0
0
178
0
1
1,500
bus_only
1,561
1,173
210
71
139
250.4
4,208.8
3,958.4
0
0
1
0
0
0
21
0
9966_75652
6
18
998
0
0
428
0
2
1,500
bus_only
1,586
998
160
1
159
191.5
6,452.4
6,260.9
0
0
1
0
0
0
21
0
9966_75652
7
18
972
0
0
428
0
2
1,500
bus_only
1,563
972
163
1
162
194.3
6,279.1
6,084.9
0
0
1
0
0
0
21
0
9966_75652
8
18
1,038
0
0
396
0
2
1,500
bus_only
1,654
1,038
220
1
219
262.5
6,753.7
6,491.2
0
0
1
0
0
0
21
0
9966_75652
9
18
933
0
0
302
131
3
1,500
bus_only
1,529
933
294
1
162
351.2
6,428.1
6,076.8
0
0
1
0
0
0
21
0
9966_75652
10
18
1,112
0
0
118
0
1
1,500
bus_only
1,662
1,112
432
71
361
517.1
4,279.9
3,762.8
0
0
1
0
0
0
21
0
9966_75652
11
18
731
0
0
612
0
0
1,500
bus_only
1,864
731
521
1
520
623.7
5,063.2
4,439.5
0
0
1
0
0
0
21
0
9966_75652
12
18
922
0
0
396
0
2
1,500
bus_only
1,756
922
438
1
437
523.5
6,388.3
5,864.8
0
0
1
0
0
0
21
0
9966_75652
13
18
1,059
0
0
428
0
2
1,500
bus_only
1,897
1,059
410
1
409
490.5
7,002.5
6,512
0
0
1
0
0
0
21
0
9966_75652
14
18
562
0
0
555
23
1
1,500
bus_only
1,644
562
527
71
433
630.9
4,483.7
3,852.9
0
0
1
0
0
0
21
0
9966_75652
15
18
905
0
0
428
0
2
1,500
bus_only
1,766
905
433
1
432
518.3
6,326.7
5,808.4
0
0
1
0
0
0
21
0
9966_75652
16
18
980
0
0
178
0
1
1,500
bus_only
1,699
980
541
71
470
647.5
4,077.2
3,429.7
0
0
1
0
0
0
21
0
9966_75652
17
18
1,066
0
0
178
0
1
1,500
bus_only
1,812
1,066
568
71
497
679.3
4,315.6
3,636.3
0
0
1
0
0
0
21
0
9966_75658
0
2
1,481
0
0
193
0
0
1,500
bus_only
1,690
1,481
16
1
15
18.1
9,169.8
9,151.7
0
0
1
0
0
28
28
1
9966_75658
1
2
1,517
0
0
193
0
0
1,500
bus_only
2,051
1,517
341
1
340
407.8
9,873.8
9,466
0
0
1
0
0
0
28
0
9966_8000652
0
4
1,446
0
0
391
0
0
1,500
bus_only
1,845
1,446
8
1
7
8.5
10,534.3
10,525.8
0
0
1
0
0
19
19
1
9966_8000652
1
4
1,177
0
0
353
201
2
1,500
bus_only
1,809
1,177
279
71
7
333.5
11,913.7
11,580.3
0
0
1
0
0
0
19
0
9966_8000652
2
4
0
1,230
0
294
0
0
1,550
train_only
2,134
1,230
610
368
242
729.7
11,727.1
0
10,997.4
0
0
1
0
0
19
0
9966_8000652
3
4
279
1,140
0
387
31
1
1,550
bus+train
2,134
1,419
328
55
242
390.8
11,282.2
718.3
10,173.1
0
1
1
0
0
19
0
9966_8000733
0
8
738
0
0
165
0
0
1,500
bus_only
905
738
2
1
1
1.1
4,334.7
4,333.5
0
0
1
0
0
22
22
1
9966_8000733
1
8
783
0
0
165
0
0
1,500
bus_only
1,117
783
169
1
168
201.4
4,683.5
4,482.1
0
0
1
0
0
0
22
0
9966_8000733
2
8
679
0
0
225
0
0
1,500
bus_only
1,274
679
370
1
369
441.5
4,394.9
3,953.4
0
0
1
0
0
0
22
0
9966_8000733
3
8
814
0
0
489
0
1
1,500
bus_only
1,722
814
419
1
418
501.5
5,205.9
4,704.4
0
0
1
0
0
0
22
0
9966_8000733
4
8
690
0
0
484
0
1
1,500
bus_only
1,697
690
523
1
522
625.3
4,992.7
4,367.4
0
0
1
0
0
0
22
0
9966_8000733
5
8
732
0
0
424
0
1
1,500
bus_only
1,676
732
520
1
519
623.3
5,226.9
4,603.6
0
0
1
0
0
0
22
0
9966_8000733
6
8
477
0
0
690
0
0
1,500
bus_only
1,760
477
593
71
522
709.4
4,068.5
3,359.1
0
0
1
0
0
0
22
0
9966_8000733
7
8
464
0
0
378
0
0
1,500
bus_only
1,676
464
834
315
519
1,000
4,303.3
3,303.3
0
0
1
0
0
0
22
0
9966_8001015
0
11
1,014
0
0
252
0
0
1,500
bus_only
1,268
1,014
2
1
1
1.6
5,255.1
5,253.5
0
0
1
0
0
24
24
1
9966_8001015
1
11
782
0
0
307
0
1
1,500
bus_only
1,472
782
383
1
382
458.9
5,657
5,198.1
0
0
1
0
0
0
24
0
9966_8001015
2
11
1,087
0
0
252
0
0
1,500
bus_only
1,639
1,087
300
1
299
358.8
5,877.8
5,519
0
0
1
0
0
0
24
0
9966_8001015
3
11
809
0
0
438
0
2
1,500
bus_only
1,530
809
283
1
282
337.4
5,138.9
4,801.5
0
0
1
0
0
0
24
0
9966_8001015
4
11
961
0
0
312
0
0
1,500
bus_only
1,655
961
382
1
381
456.3
5,370.9
4,914.6
0
0
1
0
0
0
24
0
9966_8001015
5
11
737
0
0
342
0
0
1,500
bus_only
1,494
737
415
71
344
495.7
5,696.5
5,200.8
0
0
1
0
0
0
24
0
9966_8001015
6
11
764
0
0
413
0
1
1,500
bus_only
1,530
764
353
71
282
421.5
5,225.7
4,804.3
0
0
1
0
0
0
24
0
9966_8001015
7
11
695
0
0
378
0
1
1,500
bus_only
1,605
695
532
71
461
637.1
6,623.5
5,986.4
0
0
1
0
0
0
24
0
9966_8001015
8
11
663
0
0
216
0
0
1,500
bus_only
1,605
663
726
265
461
869.5
6,558.4
5,688.8
0
0
1
0
0
0
24
0
9966_8001015
9
11
770
0
0
556
0
2
1,500
bus_only
2,059
770
733
1
732
878.5
5,405.1
4,526.6
0
0
1
0
0
0
24
0