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
1001_2625
2
10
1,142
0
0
254
0
1
1,500
bus_only
1,526
1,142
130
30
100
155.6
10,304.3
10,148.6
0
0
1
0
0
0
100
0.1
1001_2625
3
10
720
0
0
576
38
1
1,500
bus_only
1,511
720
215
69
108
255.8
4,896.7
4,640.9
0
0
1
0
0
0
100
0.1
1001_2625
4
10
1,140
0
0
498
24
1
1,500
bus_only
1,988
1,140
350
69
257
417.5
5,056.6
4,639.2
0
0
1
0
0
0
100
0.1
1001_2625
5
10
664
0
0
636
38
1
1,500
bus_only
1,778
664
478
69
371
570.5
4,929.1
4,358.7
0
0
1
0
0
0
100
0.1
1001_2625
6
10
1,166
0
0
314
0
1
1,500
bus_only
1,953
1,166
473
30
443
565.5
11,010.3
10,444.9
0
0
1
0
0
0
100
0.1
1001_2625
7
10
645
0
0
542
82
1
1,500
bus_only
1,709
645
522
69
371
623.6
4,932.3
4,308.7
0
0
1
0
0
0
100
0.1
1001_2625
8
10
702
0
0
292
141
1
1,500
bus_only
1,573
702
579
328
110
692.7
4,404.6
3,711.9
0
0
1
0
0
0
100
0.1
1001_2625
9
10
624
0
0
352
141
1
1,500
bus_only
1,709
624
733
328
264
876.7
4,415.6
3,538.9
0
0
1
0
0
0
100
0.1
1001_2626
0
7
1,038
0
0
161
0
0
1,500
bus_only
1,292
1,038
93
49
44
110.3
6,136.7
6,026.4
0
0
1
0
0
0
78
0.142857
1001_2626
1
7
462
0
0
43
0
0
1,500
bus_only
877
462
372
328
44
444.9
3,344
2,899.1
0
0
1
0
0
0
78
0.142857
1001_2626
2
7
1,088
0
0
221
0
0
1,500
bus_only
1,608
1,088
299
49
250
356.9
6,673
6,316.1
0
0
1
0
0
0
78
0.142857
1001_2626
3
7
1,081
0
0
525
0
1
1,500
bus_only
1,959
1,081
353
49
304
421
6,704.5
6,283.5
0
0
1
0
0
0
78
0.142857
1001_2626
4
7
992
0
0
161
0
0
1,500
bus_only
1,549
992
396
49
347
473.2
6,228
5,754.8
0
0
1
0
0
0
78
0.142857
1001_2626
5
7
512
0
0
103
0
0
1,500
bus_only
1,247
512
632
328
304
755.6
3,911.9
3,156.3
0
0
1
0
0
0
78
0.142857
1001_2626
6
7
417
0
0
43
0
0
1,500
bus_only
1,135
417
675
328
347
807.8
3,435.3
2,627.5
0
0
1
0
0
0
78
0.142857
1001_2627
0
6
359
0
0
117
0
0
1,500
bus_only
957
359
481
328
153
576
2,484.6
1,908.6
0
0
1
0
0
0
19
0
1001_2627
1
6
0
240
0
263
0
0
1,550
train_only
999
240
496
371
125
593.2
2,560.3
0
1,967.1
0
0
1
0
19
19
1
1001_2627
2
6
983
0
0
466
0
0
1,500
bus_only
1,824
983
375
49
326
447.9
5,906.9
5,459.1
0
0
1
0
0
0
19
0
1001_2627
3
6
231
0
0
671
0
0
1,500
bus_only
1,360
231
458
313
145
548.3
3,398
2,849.7
0
0
1
0
0
0
19
0
1001_2627
4
6
826
0
0
466
0
0
1,500
bus_only
1,772
826
480
49
431
573.2
5,557.6
4,984.4
0
0
1
0
0
0
19
0
1001_2627
5
6
435
0
0
203
0
0
1,500
bus_only
1,361
435
723
328
395
865.3
3,197.2
2,331.8
0
0
1
0
0
0
19
0
1001_2628
0
12
623
0
0
217
51
1
1,500
bus_only
955
623
115
30
34
136.4
3,202.8
3,066.3
0
0
1
0
0
0
23
0
1001_2628
1
12
0
480
0
246
0
1
1,550
train_only
876
480
150
44
106
179.6
4,212.6
0
4,033
0
0
1
0
22
23
1
1001_2628
2
12
479
0
0
154
0
0
1,500
bus_only
986
479
353
30
323
422.3
2,936.8
2,514.5
0
0
1
0
0
0
23
0
1001_2628
3
12
494
0
0
300
123
1
1,500
bus_only
1,162
494
368
30
215
440.6
3,209.9
2,769.3
0
0
1
0
0
0
23
0
1001_2628
4
12
510
0
0
363
0
0
1,500
bus_only
1,330
510
457
49
408
547
3,179.7
2,632.7
0
0
1
0
0
0
23
0
1001_2628
5
12
527
0
0
217
51
1
1,500
bus_only
1,181
527
437
30
356
522.8
3,300
2,777.2
0
0
1
0
0
0
23
0
1001_2628
6
12
416
0
0
154
0
0
1,500
bus_only
1,099
416
529
30
499
634.4
2,712.1
2,077.7
0
0
1
0
0
0
23
0
1001_2628
7
12
651
0
0
219
26
1
1,500
bus_only
1,373
651
503
30
447
602.1
4,360
3,757.9
0
0
1
0
0
0
23
0
1001_2628
8
12
530
0
0
360
123
1
1,500
bus_only
1,454
530
564
30
411
673.9
3,745.3
3,071.4
0
0
1
0
0
0
23
0
1001_2628
9
12
888
0
0
347
0
0
1,500
bus_only
1,811
888
576
313
263
690.5
3,090.2
2,399.7
0
0
1
0
0
0
23
0
1001_2628
10
12
833
0
0
407
0
0
1,500
bus_only
1,926
833
686
313
373
820.7
3,116.8
2,296.1
0
0
1
0
0
0
23
0
1001_2628
11
12
1,015
0
0
407
0
0
1,500
bus_only
2,294
1,015
872
313
559
1,044.8
3,737
2,692.3
0
0
1
0
0
0
23
0
1001_2629
0
4
369
0
0
41
0
0
1,500
bus_only
492
369
82
30
52
97.3
2,279.1
2,181.8
0
0
1
0
0
0
107
0
1001_2629
1
4
292
0
0
298
0
0
1,500
bus_only
807
292
217
30
187
259.6
2,610.6
2,351
0
0
1
0
0
0
107
0
1001_2629
2
4
0
210
0
95
0
0
1,550
train_only
862
210
557
307
250
667.1
2,798.4
0
2,131.2
0
0
1
0
107
107
1
1001_2629
3
4
365
0
0
558
0
0
1,500
bus_only
1,418
365
495
30
465
593.6
2,515.9
1,922.3
0
0
1
0
0
0
107
0
1001_2630
0
4
417
100
0
241
41
1
1,550
bus+train
849
517
91
30
20
108.2
3,410
2,181.8
1,120
0
1
1
0
0
26
0.25
1001_2630
1
4
470
0
0
350
0
0
1,500
bus_only
1,007
470
187
30
157
223.2
3,450.2
3,227
0
0
1
0
0
0
26
0.25
1001_2630
2
4
541
0
0
350
0
0
1,500
bus_only
1,239
541
348
30
318
417.3
4,065.6
3,648.3
0
0
1
0
0
0
26
0.25
1001_2630
3
4
720
0
0
301
0
0
1,500
bus_only
1,454
720
433
44
389
517.4
4,212.6
3,695.1
0
0
1
0
0
0
26
0.25
1001_2631
0
5
630
0
0
297
0
0
1,500
bus_only
1,053
630
126
30
96
149.9
4,101.6
3,951.8
0
0
1
0
0
0
178
0.2
1001_2631
1
5
411
190
0
316
41
1
1,550
bus+train
1,018
601
101
30
30
120.9
4,093.9
2,181.8
1,791.2
0
1
1
0
0
178
0.2
1001_2631
2
5
666
0
0
297
0
0
1,500
bus_only
1,130
666
167
30
137
199.5
4,278
4,078.5
0
0
1
0
0
0
178
0.2
1001_2631
3
5
1,475
0
0
408
0
1
1,500
bus_only
2,170
1,475
287
30
257
344.1
9,150.7
8,806.6
0
0
1
0
0
0
178
0.2
1001_2631
4
5
528
0
0
297
0
0
1,500
bus_only
1,308
528
483
30
453
577.5
4,225.8
3,648.3
0
0
1
0
0
0
178
0.2
1001_2632
0
10
399
310
0
416
41
1
1,550
bus+train
1,207
709
82
30
11
97.1
4,940.5
2,181.8
2,661.6
0
1
1
0
0
164
0.1
1001_2632
1
10
490
0
0
245
0
0
1,500
bus_only
1,427
490
692
343
349
827.2
3,889.2
3,062.1
0
0
1
0
0
0
164
0.1
1001_2632
2
10
697
0
0
558
0
0
1,500
bus_only
1,489
697
234
44
190
278.3
4,154.4
3,876.1
0
0
1
0
0
0
164
0.1
1001_2632
3
10
799
0
0
459
0
1
1,500
bus_only
1,444
799
186
30
156
222.4
5,372.9
5,150.5
0
0
1
0
0
0
164
0.1
1001_2632
4
10
959
0
0
293
50
1
1,500
bus_only
1,475
959
223
44
129
265.4
4,946.7
4,681.3
0
0
1
0
0
0
164
0.1
1001_2632
5
10
818
0
0
185
0
0
1,500
bus_only
1,475
818
472
343
129
564.7
4,885
4,320.3
0
0
1
0
0
0
164
0.1
1001_2632
6
10
732
0
0
459
0
1
1,500
bus_only
1,572
732
381
30
351
456.2
5,157.6
4,701.5
0
0
1
0
0
0
164
0.1
1001_2632
7
10
567
0
0
498
0
0
1,500
bus_only
1,565
567
500
44
456
598.9
3,965.8
3,366.9
0
0
1
0
0
0
164
0.1
1001_2632
8
10
631
0
0
293
50
1
1,500
bus_only
1,474
631
550
44
456
658.3
4,081.3
3,423.1
0
0
1
0
0
0
164
0.1
1001_2632
9
10
860
0
0
185
0
0
1,500
bus_only
1,746
860
701
343
358
839
5,582.4
4,743.4
0
0
1
0
0
0
164
0.1
1001_2633
0
9
422
420
0
441
41
1
1,550
bus+train
1,389
842
106
30
35
126.8
6,015
2,181.8
3,706.3
0
1
1
0
0
42
0.111111
1001_2633
1
9
745
0
0
322
46
1
1,500
bus_only
1,220
745
153
44
63
182.4
4,774
4,591.5
0
0
1
0
0
0
42
0.111111
1001_2633
2
9
1,159
0
0
208
0
0
1,500
bus_only
1,776
1,159
409
346
63
490
4,781.9
4,292
0
0
1
0
0
0
42
0.111111
1001_2633
3
9
834
0
0
322
46
1
1,500
bus_only
1,563
834
407
44
317
487.2
5,399.7
4,912.5
0
0
1
0
0
0
42
0.111111
1001_2633
4
9
953
0
0
146
62
1
1,500
bus_only
1,534
953
435
69
304
519.7
6,421.5
5,901.7
0
0
1
0
0
0
42
0.111111
1001_2633
5
9
765
0
0
639
0
1
1,500
bus_only
1,970
765
566
44
522
677.8
4,736.8
4,058.9
0
0
1
0
0
0
42
0.111111
1001_2633
6
9
827
0
0
449
46
1
1,500
bus_only
1,888
827
612
44
522
732.9
5,093
4,360.1
0
0
1
0
0
0
42
0.111111
1001_2633
7
9
1,000
0
0
170
62
1
1,500
bus_only
1,823
1,000
653
69
522
781
7,113.3
6,332.3
0
0
1
0
0
0
42
0.111111
1001_2633
8
9
708
0
0
397
0
0
1,500
bus_only
1,970
708
865
343
522
1,036.5
4,790.6
3,754.1
0
0
1
0
0
0
42
0.111111
1001_2635
0
2
152
680
0
274
108
1
1,550
bus+train
1,299
832
193
69
16
228.6
6,784.8
1,087
5,469.2
0
1
1
0
0
29
0.5
1001_2635
1
2
925
0
0
203
150
1
1,500
bus_only
1,486
925
358
69
139
427.1
6,335.1
5,908
0
0
1
0
0
0
29
0.5
1001_2636
0
5
679
0
0
109
0
0
1,500
bus_only
1,057
679
269
44
225
320.6
4,672.4
4,351.9
0
0
1
0
0
0
41
0.2
1001_2636
1
5
589
0
0
49
0
0
1,500
bus_only
925
589
287
44
243
343.1
4,273.5
3,930.4
0
0
1
0
0
0
41
0.2
1001_2636
2
5
738
0
0
109
0
0
1,500
bus_only
1,401
738
554
44
510
662.2
5,273.1
4,610.9
0
0
1
0
0
0
41
0.2
1001_2636
3
5
766
0
0
109
0
0
1,500
bus_only
1,694
766
819
44
775
980.8
5,810.7
4,829.9
0
0
1
0
0
0
41
0.2
1001_2636
4
5
681
0
0
596
0
0
1,500
bus_only
2,053
681
776
108
668
930.6
5,629.9
4,699.4
0
0
1
0
0
0
41
0.2
1001_2637
0
7
0
750
0
156
0
0
1,550
train_only
1,051
750
145
44
101
172.2
5,048
0
4,875.8
0
0
1
0
142
142
1
1001_2637
1
7
689
0
0
166
0
0
1,500
bus_only
1,119
689
264
77
187
315.7
4,757
4,441.4
0
0
1
0
0
0
142
0
1001_2637
2
7
783
0
0
149
0
0
1,500
bus_only
1,188
783
256
69
187
305.9
4,948.5
4,642.6
0
0
1
0
0
0
142
0
1001_2637
3
7
842
0
0
209
0
0
1,500
bus_only
1,452
842
401
69
332
479
5,571.1
5,092
0
0
1
0
0
0
142
0
1001_2637
4
7
748
0
0
226
0
0
1,500
bus_only
1,383
748
409
77
332
488.9
5,379.6
4,890.8
0
0
1
0
0
0
142
0
1001_2637
5
7
931
0
0
444
0
0
1,500
bus_only
1,810
931
435
69
366
518.8
5,557.1
5,038.3
0
0
1
0
0
0
142
0
1001_2637
6
7
861
0
0
384
0
0
1,500
bus_only
1,705
861
460
69
391
550.8
5,115.3
4,564.4
0
0
1
0
0
0
142
0
1001_2638
0
2
1,116
0
0
192
57
1
1,500
bus_only
1,565
1,116
257
77
123
306.7
8,669.1
8,362.4
0
0
1
0
0
0
29
0.5
1001_2638
1
2
1,042
0
0
507
0
1
1,500
bus_only
2,014
1,042
465
69
396
556.5
5,505.7
4,949.1
0
0
1
0
0
0
29
0.5
1001_2639
0
7
993
0
0
178
0
0
1,500
bus_only
1,320
993
149
77
72
177.1
6,560.9
6,383.9
0
0
1
0
0
0
81
0.142857
1001_2639
1
7
1,076
0
0
107
0
1
1,500
bus_only
1,319
1,076
136
77
59
161.6
6,907.5
6,745.8
0
0
1
0
0
0
81
0.142857
1001_2639
2
7
966
0
0
178
0
0
1,500
bus_only
1,628
966
484
77
407
579.8
6,663.6
6,083.8
0
0
1
0
0
0
81
0.142857
1001_2639
3
7
1,075
0
0
163
0
2
1,500
bus_only
1,406
1,075
168
77
91
199.9
6,844.3
6,644.4
0
0
1
0
0
0
81
0.142857
1001_2639
4
7
1,102
0
0
107
0
1
1,500
bus_only
1,525
1,102
316
77
239
377.2
7,285.3
6,908
0
0
1
0
0
0
81
0.142857
1001_2639
5
7
1,058
0
0
238
0
0
1,500
bus_only
1,814
1,058
518
77
441
619
7,474.7
6,855.7
0
0
1
0
0
0
81
0.142857
1001_2639
6
7
1,027
0
0
167
0
1
1,500
bus_only
1,667
1,027
473
77
396
565.5
6,922.1
6,356.6
0
0
1
0
0
0
81
0.142857
1001_2640
0
13
955
70
0
666
49
1
1,550
bus+train
1,832
1,025
141
77
15
166.6
7,406.9
6,383.9
856.5
0
1
1
0
0
478
0.076923
1001_2640
1
13
1,157
0
0
220
0
2
1,500
bus_only
1,749
1,157
372
44
328
445
7,225.5
6,780.5
0
0
1
0
0
0
478
0.076923
1001_2640
2
13
1,298
0
0
640
0
0
1,500
bus_only
2,276
1,298
338
69
269
402.8
7,618.1
7,215.2
0
0
1
0
0
0
478
0.076923
1001_2640
3
13
1,218
0
0
517
0
3
1,500
bus_only
1,843
1,218
108
44
64
128.1
6,810.5
6,682.5
0
0
1
0
0
0
478
0.076923
1001_2640
4
13
1,301
0
0
366
0
1
1,500
bus_only
1,879
1,301
212
77
135
252.1
8,494.4
8,242.3
0
0
1
0
0
0
478
0.076923
1001_2640
5
13
1,249
0
0
366
0
1
1,500
bus_only
1,978
1,249
363
77
286
434.1
8,276.1
7,842
0
0
1
0
0
0
478
0.076923
1001_2640
6
13
1,058
0
0
772
0
1
1,500
bus_only
2,227
1,058
397
69
328
474.9
7,554.4
7,079.5
0
0
1
0
0
0
478
0.076923
1001_2640
7
13
1,231
0
0
640
0
0
1,500
bus_only
2,396
1,231
525
69
456
628.6
7,419.9
6,791.3
0
0
1
0
0
0
478
0.076923
1001_2640
8
13
1,079
0
0
409
135
1
1,500
bus_only
2,020
1,079
532
69
328
636.8
7,942
7,305.2
0
0
1
0
0
0
478
0.076923
1001_2640
9
13
1,090
0
0
280
0
2
1,500
bus_only
1,870
1,090
500
44
456
598.8
6,955.3
6,356.6
0
0
1
0
0
0
478
0.076923
1001_2640
10
13
1,138
0
0
493
94
1
1,500
bus_only
2,170
1,138
539
69
376
645.5
8,538.6
7,893.1
0
0
1
0
0
0
478
0.076923
1001_2640
11
13
991
0
0
772
0
1
1,500
bus_only
2,315
991
552
69
483
660.9
7,316.5
6,655.6
0
0
1
0
0
0
478
0.076923