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
9904_13403
6
10
407
0
0
768
0
0
1,500
bus_only
1,620
407
445
12
433
531.9
2,434.1
1,902.1
0
0
1
0
0
0
73
0
9904_13403
7
10
453
0
0
354
0
0
1,500
bus_only
1,369
453
562
187
375
674
2,465.3
1,791.3
0
0
1
0
0
0
73
0
9904_13403
8
10
514
0
0
354
0
0
1,500
bus_only
1,443
514
575
187
388
688.5
2,713.3
2,024.8
0
0
1
0
0
0
73
0
9904_13403
9
10
397
0
0
431
0
0
1,500
bus_only
1,450
397
622
173
449
744.6
2,285.1
1,540.4
0
0
1
0
0
0
73
0
9904_14496
0
14
825
0
0
57
0
0
1,500
bus_only
899
825
17
12
5
19.1
3,926.7
3,907.6
0
0
1
0
0
36
36
1
9904_14496
1
14
777
0
0
57
0
0
1,500
bus_only
1,079
777
245
12
233
292.4
3,997
3,704.5
0
0
1
0
0
0
36
0
9904_14496
2
14
892
0
0
57
0
0
1,500
bus_only
1,306
892
357
12
345
427.1
4,644.8
4,217.6
0
0
1
0
0
0
36
0
9904_14496
3
14
1,123
0
0
191
0
1
1,500
bus_only
1,639
1,123
325
12
313
388.8
5,207.8
4,819.1
0
0
1
0
0
0
36
0
9904_14496
4
14
1,084
0
0
191
0
1
1,500
bus_only
1,606
1,084
331
12
319
395.3
5,085.7
4,690.3
0
0
1
0
0
0
36
0
9904_14496
5
14
1,049
0
0
191
0
1
1,500
bus_only
1,593
1,049
353
12
341
421.5
4,998.5
4,576.9
0
0
1
0
0
0
36
0
9904_14496
6
14
1,362
0
0
516
0
0
1,500
bus_only
2,244
1,362
366
12
354
437.9
4,040.3
3,602.4
0
0
1
0
0
0
36
0
9904_14496
7
14
1,404
0
0
72
0
0
1,500
bus_only
1,975
1,404
499
173
326
598
4,823.4
4,225.4
0
0
1
0
0
0
36
0
9904_14496
8
14
710
0
0
117
0
0
1,500
bus_only
1,410
710
583
12
571
697.2
4,094.1
3,396.8
0
0
1
0
0
0
36
0
9904_14496
9
14
713
0
0
165
0
1
1,500
bus_only
1,398
713
520
12
508
622.3
3,979.1
3,356.8
0
0
1
0
0
0
36
0
9904_14496
10
14
1,357
0
0
72
0
0
1,500
bus_only
1,950
1,357
521
173
348
623.9
4,758.3
4,134.3
0
0
1
0
0
0
36
0
9904_14496
11
14
1,165
0
0
251
0
1
1,500
bus_only
1,921
1,165
505
12
493
603.7
5,571.3
4,967.6
0
0
1
0
0
0
36
0
9904_14496
12
14
960
0
0
726
0
0
1,500
bus_only
2,206
960
520
12
508
622.3
4,106.9
3,484.6
0
0
1
0
0
0
36
0
9904_14496
13
14
1,308
0
0
72
0
0
1,500
bus_only
2,026
1,308
646
173
473
774.3
4,792.7
4,018.4
0
0
1
0
0
0
36
0
9904_1454
0
9
943
0
300
710
27
1
3,200
bus+gtx
2,099
1,243
146
12
107
172.8
11,049.4
3,528.9
0
7,347.7
1
0
1
0
20
0
9904_1454
1
9
317
960
0
916
42
3
1,550
bus+train
3,175
1,277
982
12
928
1,175.9
13,095
1,038.3
10,880.8
0
1
1
0
20
20
1
9904_1454
2
9
3,647
0
0
1,213
0
0
1,500
bus_only
4,932
3,647
72
12
60
85.7
12,712.3
12,626.5
0
0
1
0
0
0
20
0
9904_1454
3
9
3,758
0
0
1,213
0
0
1,500
bus_only
5,297
3,758
326
12
314
389.6
13,320.4
12,930.8
0
0
1
0
0
0
20
0
9904_1454
4
9
4,034
0
0
494
7
1
1,500
bus_only
4,875
4,034
347
12
328
413.2
12,666.9
12,253.6
0
0
1
0
0
0
20
0
9904_1454
5
9
4,211
0
0
367
0
1
1,500
bus_only
4,918
4,211
340
12
328
406.8
12,656.9
12,250.1
0
0
1
0
0
0
20
0
9904_1454
6
9
1,242
660
0
702
51
1
1,550
bus+train
3,595
1,902
991
12
928
1,186.2
12,439.8
3,529.1
7,724.5
0
1
1
0
0
20
0
9904_1454
7
9
3,923
0
0
554
7
1
1,500
bus_only
5,442
3,923
965
12
946
1,154.4
13,103.9
11,949.4
0
0
1
0
0
0
20
0
9904_1454
8
9
3,587
0
0
552
4
1
1,500
bus_only
5,158
3,587
1,019
173
842
1,219.6
13,350.8
12,131.3
0
0
1
0
0
0
20
0
9904_1456
0
25
1,242
300
0
679
51
1
1,550
bus+train
2,314
1,542
93
12
30
108.6
6,959.5
3,529.1
3,321.8
0
1
1
0
0
31
0
9904_1456
1
25
224
630
0
516
42
2
1,550
bus+train
1,624
854
254
182
30
302.1
7,665.1
884.8
6,478.1
0
1
1
0
31
31
1
9904_1456
2
25
3,048
0
0
334
0
0
1,500
bus_only
3,542
3,048
160
12
148
189.9
8,366
8,176.1
0
0
1
0
0
0
31
0
9904_1456
3
25
2,969
0
0
403
0
1
1,500
bus_only
3,449
2,969
77
12
65
90.4
8,341.8
8,251.4
0
0
1
0
0
0
31
0
9904_1456
4
25
317
600
0
893
42
3
1,550
bus+train
1,894
917
84
12
30
98.3
7,614.7
1,038.3
6,478.1
0
1
1
0
0
31
0
9904_1456
5
25
2,884
0
0
463
0
1
1,500
bus_only
3,633
2,884
286
12
274
341.4
8,277.8
7,936.4
0
0
1
0
0
0
31
0
9904_1456
6
25
3,041
0
0
403
0
1
1,500
bus_only
3,760
3,041
316
12
304
377
8,884.3
8,507.2
0
0
1
0
0
0
31
0
9904_1456
7
25
2,843
0
0
334
0
0
1,500
bus_only
3,606
2,843
429
12
417
513.4
8,273.9
7,760.5
0
0
1
0
0
0
31
0
9904_1456
8
25
2,706
0
0
679
0
3
1,500
bus_only
3,629
2,706
244
12
232
290.8
8,420.5
8,129.7
0
0
1
0
0
0
31
0
9904_1456
9
25
3,217
0
0
334
0
0
1,500
bus_only
4,001
3,217
450
12
438
537.2
9,247.8
8,710.7
0
0
1
0
0
0
31
0
9904_1456
10
25
2,164
0
0
1,016
12
2
1,500
bus_only
3,544
2,164
364
12
340
434.7
8,245.3
7,810.6
0
0
1
0
0
0
31
0
9904_1456
11
25
2,685
0
0
526
0
3
1,500
bus_only
3,527
2,685
316
12
304
377
9,185.3
8,808.3
0
0
1
0
0
0
31
0
9904_1456
12
25
2,533
0
0
435
0
3
1,500
bus_only
3,320
2,533
352
12
340
421.1
7,773.9
7,352.9
0
0
1
0
0
0
31
0
9904_1456
13
25
2,394
0
0
713
104
2
1,500
bus_only
3,527
2,394
420
12
304
501.1
9,693.1
9,192
0
0
1
0
0
0
31
0
9904_1456
14
25
2,307
0
0
701
0
3
1,500
bus_only
3,389
2,307
381
12
369
454.8
9,009.7
8,554.9
0
0
1
0
0
0
31
0
9904_1456
15
25
2,239
0
0
773
104
2
1,500
bus_only
3,497
2,239
485
12
369
578.9
9,171.3
8,592.5
0
0
1
0
0
0
31
0
9904_1456
16
25
2,595
0
0
729
0
2
1,500
bus_only
3,782
2,595
458
12
446
548.2
8,824.9
8,276.7
0
0
1
0
0
0
31
0
9904_1456
17
25
2,614
0
0
596
0
2
1,500
bus_only
3,691
2,614
481
12
469
576
8,460.8
7,884.7
0
0
1
0
0
0
31
0
9904_1456
18
25
2,670
0
0
635
36
1
1,500
bus_only
3,844
2,670
539
12
491
645.2
9,347.3
8,702.1
0
0
1
0
0
0
31
0
9904_1456
19
25
2,306
0
0
974
104
1
1,500
bus_only
3,820
2,306
540
12
424
644.9
9,305.4
8,660.4
0
0
1
0
0
0
31
0
9904_1456
20
25
2,108
0
0
1,016
12
2
1,500
bus_only
3,630
2,108
506
12
482
605.4
8,131.1
7,525.6
0
0
1
0
0
0
31
0
9904_1456
21
25
3,039
0
0
334
0
1
1,500
bus_only
3,932
3,039
559
12
547
669.6
8,827.3
8,157.7
0
0
1
0
0
0
31
0
9904_1456
22
25
2,457
0
0
435
0
3
1,500
bus_only
3,386
2,457
494
12
482
591.7
7,659.7
7,067.9
0
0
1
0
0
0
31
0
9904_1456
23
25
2,889
0
0
600
0
1
1,500
bus_only
4,039
2,889
550
12
538
659
8,348.6
7,689.6
0
0
1
0
0
0
31
0
9904_1456
24
25
2,696
0
0
527
0
3
1,500
bus_only
3,688
2,696
465
12
453
556.7
8,759
8,202.3
0
0
1
0
0
0
31
0
9904_1457
0
10
1,730
0
0
441
0
0
1,500
bus_only
2,264
1,730
93
12
81
109.8
6,597.1
6,487.4
0
0
1
0
0
0
70
0
9904_1457
1
10
1,134
180
0
705
51
1
1,550
bus+train
2,098
1,314
79
12
16
92.3
5,683.4
3,529.1
2,062
0
1
1
0
70
70
1
9904_1457
2
10
2,398
0
0
96
0
0
1,500
bus_only
2,633
2,398
139
12
127
165.1
6,179
6,013.9
0
0
1
0
0
0
70
0
9904_1457
3
10
1,635
0
0
420
0
3
1,500
bus_only
2,194
1,635
139
12
127
165.1
6,252.7
6,087.6
0
0
1
0
0
0
70
0
9904_1457
4
10
1,583
0
0
438
0
2
1,500
bus_only
2,258
1,583
237
12
225
282.5
6,237.5
5,955.1
0
0
1
0
0
0
70
0
9904_1457
5
10
1,624
0
0
501
0
0
1,500
bus_only
2,513
1,624
388
12
376
463.4
6,600.7
6,137.3
0
0
1
0
0
0
70
0
9904_1457
6
10
1,717
0
0
439
0
3
1,500
bus_only
2,394
1,717
238
12
226
284.1
6,280.4
5,996.3
0
0
1
0
0
0
70
0
9904_1457
7
10
1,911
0
0
501
0
0
1,500
bus_only
2,812
1,911
400
12
388
478.1
7,298.5
6,820.4
0
0
1
0
0
0
70
0
9904_1457
8
10
1,699
0
0
438
0
2
1,500
bus_only
2,541
1,699
404
12
392
482.9
7,016.5
6,533.6
0
0
1
0
0
0
70
0
9904_1457
9
10
1,629
0
0
499
0
3
1,500
bus_only
2,643
1,629
515
12
503
616.1
6,253.6
5,637.5
0
0
1
0
0
0
70
0
9904_8001060
0
8
574
0
0
89
0
0
1,500
bus_only
708
574
45
12
33
53
2,222.9
2,169.9
0
0
1
0
0
49
49
1
9904_8001060
1
8
518
0
0
89
0
0
1,500
bus_only
939
518
332
12
320
397.3
2,255.2
1,857.9
0
0
1
0
0
0
49
0
9904_8001060
2
8
1,140
0
0
331
0
0
1,500
bus_only
1,661
1,140
190
12
178
226.3
2,627.6
2,401.4
0
0
1
0
0
0
49
0
9904_8001060
3
8
1,211
0
0
391
0
0
1,500
bus_only
2,071
1,211
469
12
457
561.3
3,228.3
2,667
0
0
1
0
0
0
49
0
9904_8001060
4
8
471
0
0
149
0
0
1,500
bus_only
1,131
471
511
12
499
610.8
2,279.1
1,668.3
0
0
1
0
0
0
49
0
9904_8001060
5
8
541
0
0
972
0
1
1,500
bus_only
1,986
541
473
12
461
565.7
2,641.8
2,076.1
0
0
1
0
0
0
49
0
9904_8001060
6
8
606
0
0
972
0
1
1,500
bus_only
2,075
606
497
12
485
595.4
2,922
2,326.6
0
0
1
0
0
0
49
0
9904_8001060
7
8
579
0
0
824
0
0
1,500
bus_only
2,075
579
672
187
485
806
3,081.2
2,275.2
0
0
1
0
0
0
49
0
9904_8001753
0
14
311
0
0
136
0
0
1,500
bus_only
467
311
20
12
8
21.3
817.4
796.1
0
0
1
0
0
44
44
1
9904_8001753
1
14
152
0
0
76
0
0
1,500
bus_only
525
152
297
12
285
355.5
902.5
547
0
0
1
0
0
0
44
0
9904_8001753
2
14
336
0
0
121
0
0
1,500
bus_only
680
336
223
12
211
266.1
1,007.9
741.8
0
0
1
0
0
0
44
0
9904_8001753
3
14
168
0
0
196
0
0
1,500
bus_only
614
168
250
12
238
297
889.9
592.9
0
0
1
0
0
0
44
0
9904_8001753
4
14
245
0
0
136
0
0
1,500
bus_only
648
245
267
12
255
319
1,014
695
0
0
1
0
0
0
44
0
9904_8001753
5
14
382
0
0
76
0
0
1,500
bus_only
727
382
269
12
257
321.4
1,350.7
1,029.3
0
0
1
0
0
0
44
0
9904_8001753
6
14
131
0
0
388
0
0
1,500
bus_only
953
131
434
12
422
518.7
1,089.9
571.2
0
0
1
0
0
0
44
0
9904_8001753
7
14
199
0
0
388
0
0
1,500
bus_only
1,055
199
468
12
456
559.7
1,419.9
860.2
0
0
1
0
0
0
44
0
9904_8001753
8
14
160
0
0
273
0
1
1,500
bus_only
867
160
434
12
422
518.7
1,089.9
571.2
0
0
1
0
0
0
44
0
9904_8001753
9
14
234
0
0
273
0
1
1,500
bus_only
975
234
468
12
456
559.7
1,419.9
860.2
0
0
1
0
0
0
44
0
9904_8001753
10
14
182
0
0
440
0
0
1,500
bus_only
1,152
182
530
173
357
634.6
1,376.8
742.2
0
0
1
0
0
0
44
0
9904_8001753
11
14
170
0
0
95
0
0
1,500
bus_only
867
170
602
180
422
720.5
1,407.8
687.3
0
0
1
0
0
0
44
0
9904_8001753
12
14
152
0
0
132
0
0
1,500
bus_only
898
152
614
173
441
735.6
1,139.1
403.4
0
0
1
0
0
0
44
0
9904_8001753
13
14
244
0
0
95
0
0
1,500
bus_only
975
244
636
180
456
761.5
1,737.8
976.3
0
0
1
0
0
0
44
0
9904_8001754
0
5
795
0
0
160
0
0
1,500
bus_only
977
795
22
12
10
25
2,818.9
2,793.9
0
0
1
0
0
29
29
1
9904_8001754
1
5
577
0
0
232
79
1
1,500
bus_only
1,226
577
417
12
326
499.2
2,994.6
2,495.4
0
0
1
0
0
0
29
0
9904_8001754
2
5
845
0
0
220
0
0
1,500
bus_only
1,355
845
290
12
278
346
3,416.7
3,070.7
0
0
1
0
0
0
29
0
9904_8001754
3
5
535
0
0
232
79
1
1,500
bus_only
1,293
535
526
12
435
630.1
2,959.1
2,329
0
0
1
0
0
0
29
0
9904_8001754
4
5
619
0
0
232
79
1
1,500
bus_only
1,389
619
538
12
447
644.2
3,299
2,654.8
0
0
1
0
0
0
29
0
9904_8001755
0
9
986
0
0
148
0
0
1,500
bus_only
1,153
986
19
12
7
20.7
3,094.2
3,073.5
0
0
1
0
0
0
86
0
9904_8001755
1
9
829
0
0
107
0
1
1,500
bus_only
955
829
19
12
7
20.7
3,092.1
3,071.4
0
0
1
0
0
0
86
0
9904_8001755
2
9
826
0
0
300
0
0
1,500
bus_only
1,150
826
24
12
12
26.5
3,097.2
3,070.7
0
0
1
0
0
86
86
1
9904_8001755
3
9
775
0
0
167
0
1
1,500
bus_only
1,243
775
301
12
289
358.2
3,152.8
2,794.7
0
0
1
0
0
0
86
0
9904_8001755
4
9
935
0
0
208
0
0
1,500
bus_only
1,444
935
301
12
289
359.3
3,156
2,796.8
0
0
1
0
0
0
86
0
9904_8001755
5
9
780
0
0
300
0
0
1,500
bus_only
1,385
780
305
12
293
364.2
3,158.1
2,793.9
0
0
1
0
0
0
86
0
9904_8001755
6
9
886
0
0
300
0
0
1,500
bus_only
1,695
886
509
12
497
609.6
4,138.5
3,528.9
0
0
1
0
0
0
86
0
9904_8001755
7
9
920
0
0
167
0
1
1,500
bus_only
1,600
920
513
12
501
613.4
4,142.5
3,529.1
0
0
1
0
0
0
86
0
9904_8001755
8
9
1,314
0
0
869
0
1
1,500
bus_only
2,762
1,314
579
12
567
693.6
5,321.6
4,628
0
0
1
0
0
0
86
0
9904_8001757
0
9
1,001
0
0
474
0
0
1,500
bus_only
1,504
1,001
29
12
17
33.4
3,819.8
3,786.5
0
0
1
0
0
33
34
0.970588
9904_8001757
1
9
445
300
0
516
32
2
1,550
bus+train
1,546
745
285
12
241
339.6
5,406.2
1,910.3
3,156.3
0
1
1
0
0
34
0