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
9998_332
9
14
1,400
0
0
383
139
1
1,500
bus_only
2,311
1,400
528
6
383
631.4
9,437.3
8,805.9
0
0
1
0
0
0
17
0.071429
9998_332
10
14
1,194
0
0
625
173
2
1,500
bus_only
2,294
1,194
475
6
296
567.3
8,776.8
8,209.5
0
0
1
0
0
0
17
0.071429
9998_332
11
14
0
1,020
0
460
105
1
1,550
train_only
2,146
1,020
666
537
24
797.6
10,563.9
0
9,766.3
0
0
1
0
0
17
0.071429
9998_332
12
14
1,031
0
0
607
0
1
1,500
bus_only
2,367
1,031
729
397
332
872.7
8,561.8
7,689.1
0
0
1
0
0
0
17
0.071429
9998_332
13
14
1,047
0
0
520
34
1
1,500
bus_only
2,330
1,047
763
397
332
913.3
8,987.8
8,074.6
0
0
1
0
0
0
17
0.071429
9998_4123684
0
14
2,357
0
0
1,469
3
2
1,500
bus_only
3,836
2,357
10
6
1
10.5
14,135.8
14,125.2
0
0
1
0
0
13
13
1
9998_4123684
1
14
1,258
330
0
508
111
1
1,550
bus+train
2,745
1,588
649
537
1
777.3
15,247.5
10,838.9
3,631.3
0
1
1
0
0
13
0
9998_4123684
2
14
1,775
0
0
1,055
18
1
1,500
bus_only
3,246
1,775
416
397
1
497.8
14,395.8
13,898.1
0
0
1
0
0
0
13
0
9998_4123684
3
14
2,820
0
0
898
0
2
1,500
bus_only
3,942
2,820
224
32
192
266.2
13,173.7
12,907.6
0
0
1
0
0
0
13
0
9998_4123684
4
14
2,803
0
0
513
0
1
1,500
bus_only
3,911
2,803
595
382
213
711.3
13,881.6
13,170.3
0
0
1
0
0
0
13
0
9998_4123684
5
14
2,638
0
0
481
88
1
1,500
bus_only
3,903
2,638
784
468
228
938.9
13,940.9
13,002
0
0
1
0
0
0
13
0
9998_4123684
6
14
2,984
0
0
1,592
88
2
1,500
bus_only
5,103
2,984
527
32
407
629.4
14,930.4
14,301
0
0
1
0
0
0
13
0
9998_4123684
7
14
1,404
330
0
587
111
2
1,650
bus+train
3,163
1,734
842
537
194
1,008.6
16,149.7
11,509.8
3,631.3
0
1
1
0
0
13
0
9998_4123684
8
14
4,456
0
0
1,168
37
2
1,600
bus_only
6,166
4,456
542
32
473
648.5
16,591.2
15,942.6
0
0
1
0
0
0
13
0
9998_4123684
9
14
2,819
0
0
421
88
1
1,500
bus_only
4,203
2,819
963
468
407
1,152.9
14,900.6
13,747.7
0
0
1
0
0
0
13
0
9998_4123684
10
14
2,791
0
0
2,084
88
3
1,500
bus_only
5,473
2,791
598
32
478
714.7
14,157.3
13,442.6
0
0
1
0
0
0
13
0
9998_4123684
11
14
1,331
330
0
587
111
2
1,550
bus+train
3,303
1,661
1,055
537
407
1,264.2
16,095.6
11,200.1
3,631.3
0
1
1
0
0
13
0
9998_4123684
12
14
2,626
0
0
851
88
2
1,500
bus_only
4,506
2,626
1,029
468
473
1,232.2
14,121.5
12,889.3
0
0
1
0
0
0
13
0
9998_4123684
13
14
4,338
0
0
936
37
1
1,600
bus_only
6,166
4,338
892
382
473
1,068.4
16,817
15,748.5
0
0
1
0
0
0
13
0
9998_432
0
4
672
0
0
320
217
1
1,500
bus_only
1,324
672
332
32
83
395.9
5,250.8
4,854.9
0
0
1
0
0
0
15
0.25
9998_432
1
4
537
0
0
247
0
0
1,500
bus_only
1,268
537
484
397
87
580.1
4,735.2
4,155.2
0
0
1
0
0
0
15
0.25
9998_432
2
4
570
0
0
307
0
0
1,500
bus_only
1,723
570
846
397
449
1,013.8
5,492.8
4,479
0
0
1
0
0
0
15
0.25
9998_432
3
4
705
0
0
320
217
1
1,500
bus_only
1,723
705
698
32
449
836
6,014.7
5,178.7
0
0
1
0
0
0
15
0.25
9998_70641
0
6
235
0
0
91
0
0
1,500
bus_only
333
235
7
6
1
7.4
697.6
690.2
0
0
1
0
0
128
264
0.484848
9998_70641
1
6
92
0
0
91
0
0
1,500
bus_only
448
92
265
6
259
317.4
777.9
460.5
0
0
1
0
0
0
264
0
9998_70641
2
6
303
0
0
266
0
0
1,500
bus_only
939
303
370
6
364
443.2
1,469.8
1,026.6
0
0
1
0
0
136
264
0.515152
9998_70641
3
6
54
0
0
58
0
0
1,500
bus_only
697
54
585
397
188
700.6
1,255.8
555.2
0
0
1
0
0
0
264
0
9998_70641
4
6
17
0
0
151
0
0
1,500
bus_only
769
17
601
6
595
719.6
909.3
189.7
0
0
1
0
0
0
264
0
9998_70641
5
6
84
0
0
58
0
0
1,500
bus_only
1,014
84
872
397
475
1,045.7
1,876.8
831.1
0
0
1
0
0
0
264
0
9998_71322
0
4
182
0
0
78
0
0
2,500
bus_only
649
182
389
382
7
465.1
1,757.3
1,292.1
0
0
1
0
0
0
13
0.25
9998_71322
1
4
258
0
0
170
0
0
1,500
bus_only
830
258
402
32
370
480.6
2,126
1,645.4
0
0
1
0
0
0
13
0.25
9998_71322
2
4
305
0
0
170
0
0
1,500
bus_only
961
305
486
32
454
581.4
2,542.4
1,961.1
0
0
1
0
0
0
13
0.25
9998_71322
3
4
141
0
0
138
0
0
2,500
bus_only
1,053
141
774
382
392
927
1,849.7
922.7
0
0
1
0
0
0
13
0.25
9998_9003438
0
5
480
0
0
800
0
0
1,500
bus_only
1,293
480
13
6
7
14.5
2,733.8
2,719.3
0
0
1
0
0
80
80
1
9998_9003438
1
5
457
0
0
210
217
1
1,500
bus_only
923
457
256
32
7
305.3
3,230.4
2,925.1
0
0
1
0
0
0
80
0
9998_9003438
2
5
318
0
0
201
0
0
1,500
bus_only
923
318
404
397
7
483.1
2,708.5
2,225.4
0
0
1
0
0
0
80
0
9998_9003438
3
5
517
0
0
800
0
0
1,500
bus_only
1,659
517
342
6
336
409.9
3,431.7
3,021.8
0
0
1
0
0
0
80
0
9998_9003438
4
5
355
0
0
201
0
0
1,500
bus_only
1,289
355
733
397
336
878.6
3,406.4
2,527.8
0
0
1
0
0
0
80
0
9998_9003440
0
3
517
0
0
170
0
0
1,500
bus_only
700
517
13
6
7
14.7
3,036.4
3,021.8
0
0
1
0
0
17
17
1
9998_9003440
1
3
480
0
0
170
0
0
1,500
bus_only
1,002
480
352
6
346
421.3
3,140.6
2,719.3
0
0
1
0
0
0
17
0
9998_9003440
2
3
605
0
0
170
0
0
1,500
bus_only
1,168
605
393
6
387
470.6
3,839.9
3,369.3
0
0
1
0
0
0
17
0
9998_9003443
0
9
593
0
0
566
0
0
1,500
bus_only
1,172
593
13
6
7
14.9
3,384.2
3,369.3
0
0
1
0
0
23
23
1
9998_9003443
1
9
546
0
0
191
217
1
1,500
bus_only
993
546
256
32
7
305.8
3,880.9
3,575.1
0
0
1
0
0
0
23
0
9998_9003443
2
9
417
0
0
172
0
0
1,500
bus_only
993
417
404
397
7
483.6
3,359
2,875.4
0
0
1
0
0
0
23
0
9998_9003443
3
9
632
0
0
1,274
0
1
1,500
bus_only
2,233
632
327
6
321
391.6
4,051.5
3,659.8
0
0
1
0
0
0
23
0
9998_9003443
4
9
505
0
0
566
0
0
1,500
bus_only
1,473
505
402
6
396
481.9
3,503.7
3,021.8
0
0
1
0
0
0
23
0
9998_9003443
5
9
638
0
0
626
0
0
1,500
bus_only
1,680
638
416
6
410
497.8
4,282.2
3,784.4
0
0
1
0
0
0
23
0
9998_9003443
6
9
458
0
0
191
217
1
1,500
bus_only
1,294
458
645
32
396
772.8
4,000.4
3,227.5
0
0
1
0
0
0
23
0
9998_9003443
7
9
460
0
0
172
0
0
1,500
bus_only
1,350
460
718
397
321
860.3
4,026.2
3,165.9
0
0
1
0
0
0
23
0
9998_9003443
8
9
329
0
0
172
0
0
1,500
bus_only
1,294
329
793
397
396
950.6
3,478.5
2,527.8
0
0
1
0
0
0
23
0
9998_9003555
0
9
320
0
0
465
0
0
1,500
bus_only
798
320
13
6
7
15
1,041.7
1,026.6
0
0
1
0
0
88
96
0.916667
9998_9003555
1
9
310
0
0
426
0
1
1,500
bus_only
749
310
13
6
7
15
1,041.7
1,026.6
0
0
1
0
0
8
96
0.083333
9998_9003555
2
9
379
0
0
465
0
0
1,500
bus_only
1,148
379
304
6
298
363.7
1,659.5
1,295.8
0
0
1
0
0
0
96
0
9998_9003555
3
9
283
0
0
444
0
1
1,500
bus_only
1,058
283
331
6
325
396
1,252.8
856.8
0
0
1
0
0
0
96
0
9998_9003555
4
9
252
0
0
443
0
0
1,500
bus_only
1,066
252
371
6
365
444.2
1,134.4
690.2
0
0
1
0
0
0
96
0
9998_9003555
5
9
58
0
0
151
0
0
1,500
bus_only
881
58
672
397
275
803.9
1,359.1
555.2
0
0
1
0
0
0
96
0
9998_9003555
6
9
0
60
0
157
0
0
1,550
train_only
1,013
60
796
537
259
954.1
1,920.5
0
966.4
0
0
1
0
0
96
0
9998_9003555
7
9
77
0
0
183
0
0
1,500
bus_only
1,151
77
891
397
494
1,067.7
1,473.6
405.9
0
0
1
0
0
0
96
0
9998_9003555
8
9
89
0
0
151
0
0
1,500
bus_only
1,172
89
932
397
535
1,115.6
1,946.7
831.1
0
0
1
0
0
0
96
0
9998_9003556
0
9
336
0
0
748
0
0
1,500
bus_only
1,102
336
18
6
12
21.4
1,317.2
1,295.8
0
0
1
0
0
65
72
0.902778
9998_9003556
1
9
326
0
0
450
0
1
1,500
bus_only
794
326
18
6
12
21.4
1,317.2
1,295.8
0
0
1
0
0
7
72
0.097222
9998_9003556
2
9
277
0
0
808
0
0
1,500
bus_only
1,376
277
291
6
285
348
1,374.6
1,026.6
0
0
1
0
0
0
72
0
9998_9003556
3
9
300
0
0
728
0
2
1,500
bus_only
1,169
300
141
6
135
168.5
1,543.6
1,375
0
0
1
0
0
0
72
0
9998_9003556
4
9
267
0
0
510
0
1
1,500
bus_only
1,068
267
291
6
285
348
1,374.6
1,026.6
0
0
1
0
0
0
72
0
9998_9003556
5
9
384
0
0
808
0
0
1,500
bus_only
1,585
384
393
6
387
469.4
2,135.3
1,665.9
0
0
1
0
0
0
72
0
9998_9003556
6
9
374
0
0
510
0
1
1,500
bus_only
1,277
374
393
6
387
469.4
2,135.3
1,665.9
0
0
1
0
0
0
72
0
9998_9003556
7
9
330
0
0
788
0
2
1,500
bus_only
1,596
330
478
6
472
572.4
2,296.8
1,724.4
0
0
1
0
0
0
72
0
9998_9003556
8
9
264
0
0
513
281
1
1,500
bus_only
1,555
264
778
6
491
932.2
2,320.2
1,388
0
0
1
0
0
0
72
0
9998_9003558
0
6
401
0
0
437
0
0
1,500
bus_only
852
401
14
6
8
15.6
1,681.5
1,665.9
0
0
1
0
0
35
36
0.972222
9998_9003558
1
6
209
0
0
98
0
0
1,500
bus_only
712
209
405
397
8
484.3
1,656.2
1,171.9
0
0
1
0
0
1
36
0.027778
9998_9003558
2
6
354
0
0
437
0
0
1,500
bus_only
1,220
354
429
6
423
514.1
1,809.9
1,295.8
0
0
1
0
0
0
36
0
9998_9003558
3
6
453
0
0
497
0
0
1,500
bus_only
1,464
453
514
6
508
616.4
2,751.8
2,135.3
0
0
1
0
0
0
36
0
9998_9003558
4
6
162
0
0
98
0
0
1,500
bus_only
1,080
162
820
397
423
982.8
1,784.7
801.9
0
0
1
0
0
0
36
0
9998_9003558
5
6
261
0
0
158
0
0
1,500
bus_only
1,324
261
905
397
508
1,085.1
2,726.5
1,641.4
0
0
1
0
0
0
36
0
9998_9010043
0
3
401
0
0
462
0
0
1,500
bus_only
1,188
401
325
6
319
388.5
2,054.3
1,665.9
0
0
1
0
0
0
13
0
9998_9010043
1
3
354
0
0
402
0
0
1,500
bus_only
1,292
354
536
6
530
642.7
1,938.5
1,295.8
0
0
1
0
0
12
13
1
9998_9010043
2
3
332
0
0
460
0
1
1,500
bus_only
1,402
332
610
6
604
731.8
2,106.8
1,375
0
0
1
0
0
0
13
0
9998_9034813
0
10
459
0
0
794
0
0
1,500
bus_only
1,265
459
12
6
6
14.3
2,149.6
2,135.3
0
0
1
0
0
30
32
0.9375
9998_9034813
1
10
283
0
0
219
81
1
1,500
bus_only
986
283
484
397
6
580
2,431
1,851.1
0
0
1
0
0
2
32
0.0625
9998_9034813
2
10
246
0
0
399
0
0
1,500
bus_only
1,048
246
403
397
6
483
2,124.4
1,641.4
0
0
1
0
0
0
32
0
9998_9034813
3
10
393
0
0
400
217
1
1,500
bus_only
1,048
393
255
32
6
305.1
2,646.3
2,341.1
0
0
1
0
0
0
32
0
9998_9034813
4
10
406
0
0
854
0
0
1,500
bus_only
1,777
406
517
6
511
619.1
2,285
1,665.9
0
0
1
0
0
0
32
0
9998_9034813
5
10
340
0
0
460
217
1
1,500
bus_only
1,560
340
760
32
511
910
2,781.6
1,871.6
0
0
1
0
0
0
32
0
9998_9034813
6
10
193
0
0
459
0
0
1,500
bus_only
1,560
193
908
397
511
1,087.8
2,259.7
1,171.9
0
0
1
0
0
0
32
0
9998_9034813
7
10
839
0
0
140
0
0
1,500
bus_only
1,893
839
914
502
412
1,095.8
2,834.7
1,738.9
0
0
1
0
0
0
32
0
9998_9034813
8
10
230
0
0
279
81
1
1,500
bus_only
1,498
230
989
397
511
1,184.8
2,566.4
1,381.6
0
0
1
0
0
0
32
0
9998_9034813
9
10
777
0
0
200
0
0
1,500
bus_only
2,025
777
1,048
502
546
1,256.3
2,763.8
1,507.5
0
0
1
0
0
0
32
0
9998_9950
0
4
971
0
0
127
0
0
1,500
bus_only
1,105
971
7
6
1
7.9
5,240.7
5,232.8
0
0
1
0
0
28
28
1
9998_9950
1
4
924
0
0
127
0
0
1,500
bus_only
1,469
924
418
6
412
500.6
5,368.4
4,867.8
0
0
1
0
0
0
28
0
9998_9950
2
4
958
0
0
451
0
1
1,500
bus_only
1,715
958
306
6
300
366.5
5,595.5
5,229
0
0
1
0
0
0
28
0
9998_9950
3
4
875
0
0
218
0
0
1,500
bus_only
2,336
875
1,243
382
861
1,489.5
6,716.5
5,227
0
0
1
0
0
0
28
0
9999_109530
0
2
866
0
0
237
0
0
1,500
bus_only
1,114
866
11
1
10
12.6
4,605.4
4,592.8
0
0
1
0
0
23
23
1
9999_109530
1
2
963
0
0
237
0
0
1,500
bus_only
1,251
963
51
1
50
60.1
4,705.1
4,645
0
0
1
0
0
0
23
0
9999_109543
0
5
805
0
0
742
0
0
1,500
bus_only
1,549
805
2
1
1
1.5
3,924
3,922.4
0
0
1
0
0
16
16
1
9999_109543
1
5
1,095
0
0
742
0
0
1,500
bus_only
1,911
1,095
74
1
73
88.1
5,412.6
5,324.4
0
0
1
0
0
0
16
0
9999_109543
2
5
726
0
0
802
0
0
1,500
bus_only
1,981
726
453
1
452
542.2
4,062.5
3,520.4
0
0
1
0
0
0
16
0
9999_109543
3
5
1,383
0
0
850
0
1
1,500
bus_only
2,514
1,383
281
1
280
335.6
6,161.1
5,825.4
0
0
1
0
0
0
16
0
9999_109543
4
5
1,301
0
0
850
0
1
1,500
bus_only
2,478
1,301
327
1
326
391.2
5,992.6
5,601.4
0
0
1
0
0
0
16
0
9999_109625
0
7
737
0
0
654
0
0
1,500
bus_only
1,393
737
2
1
1
1.5
3,521.9
3,520.4
0
0
1
0
0
25
25
1
9999_109625
1
7
655
0
0
654
0
0
1,500
bus_only
1,624
655
315
1
314
376.6
3,618.8
3,242.2
0
0
1
0
0
0
25
0