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_1017
0
3
0
1,500
0
482
0
0
1,550
train_only
2,036
1,500
54
44
10
63.8
10,744
0
10,680.2
0
0
1
0
139
139
1
1001_1017
1
3
1,422
0
0
234
0
0
1,500
bus_only
2,289
1,422
633
69
564
758
10,890.4
10,132.4
0
0
1
0
0
0
139
0
1001_1017
2
3
1,447
0
0
234
0
0
1,500
bus_only
2,304
1,447
623
69
554
746.4
11,238.5
10,492.1
0
0
1
0
0
0
139
0
1001_1018
0
6
0
1,650
0
410
0
0
1,550
train_only
2,146
1,650
86
44
42
102.1
12,252.9
0
12,150.8
0
0
1
0
175
175
1
1001_1018
1
6
2,163
0
0
67
0
0
1,500
bus_only
2,423
2,163
193
69
124
230
12,658.9
12,428.9
0
0
1
0
0
0
175
0
1001_1018
2
6
2,424
0
0
121
0
0
1,500
bus_only
2,828
2,424
283
69
214
338.2
15,186.1
14,848
0
0
1
0
0
0
175
0
1001_1018
3
6
2,253
0
0
127
0
0
1,500
bus_only
2,709
2,253
329
69
260
392.5
13,167.6
12,775.1
0
0
1
0
0
0
175
0
1001_1018
4
6
2,129
0
0
67
0
0
1,500
bus_only
2,700
2,129
504
69
435
602.9
12,674.1
12,071.2
0
0
1
0
0
0
175
0
1001_1018
5
6
2,462
0
0
121
0
0
1,600
bus_only
3,158
2,462
575
69
506
688.2
15,796
15,107.9
0
0
1
0
0
0
175
0
1001_1019
0
5
0
1,800
0
165
0
0
1,550
train_only
2,040
1,800
75
44
31
88.7
13,259.8
0
13,171.1
0
0
1
0
189
189
1
1001_1019
1
5
2,241
0
0
376
0
0
1,500
bus_only
2,836
2,241
219
69
150
260.2
14,047.1
13,786.9
0
0
1
0
0
0
189
0
1001_1019
2
5
2,200
0
0
316
0
0
1,500
bus_only
2,804
2,200
288
69
219
344.2
13,989.7
13,645.4
0
0
1
0
0
0
189
0
1001_1019
3
5
2,252
0
0
538
0
0
1,500
bus_only
3,387
2,252
597
69
528
714.5
13,795.5
13,081
0
0
1
0
0
0
189
0
1001_1019
4
5
2,332
0
0
376
0
0
1,500
bus_only
3,353
2,332
645
69
576
771.9
14,956.6
14,184.7
0
0
1
0
0
0
189
0
1001_1020
0
6
0
1,920
0
302
0
0
1,550
train_only
2,283
1,920
61
44
17
72.9
14,343
0
14,270.1
0
0
1
0
109
110
1
1001_1020
1
6
1,670
0
0
260
0
1
1,500
bus_only
2,329
1,670
399
69
330
477.2
14,139
13,661.8
0
0
1
0
0
0
110
0
1001_1020
2
6
1,678
0
0
574
0
0
1,500
bus_only
2,630
1,678
378
77
301
451.8
14,426.2
13,974.5
0
0
1
0
0
0
110
0
1001_1020
3
6
1,735
0
0
430
90
2
1,500
bus_only
2,434
1,735
269
69
110
320.1
14,215.5
13,895.4
0
0
1
0
0
0
110
0
1001_1020
4
6
1,646
0
0
514
0
0
1,500
bus_only
2,760
1,646
600
77
523
719
14,216.3
13,497.3
0
0
1
0
0
0
110
0
1001_1020
5
6
1,638
0
0
260
0
1
1,500
bus_only
2,490
1,638
592
69
523
709.2
13,893.9
13,184.7
0
0
1
0
0
0
110
0
1001_1021
0
4
0
2,100
0
352
0
0
1,650
train_only
2,513
2,100
61
44
17
72.6
15,794.8
0
15,722.2
0
0
1
0
76
76
1
1001_1021
1
4
2,002
0
0
237
0
1
1,500
bus_only
2,586
2,002
347
77
270
414.9
15,335.9
14,921.1
0
0
1
0
0
0
76
0
1001_1021
2
4
2,023
0
0
345
0
2
1,500
bus_only
2,590
2,023
222
77
145
265.4
14,910.7
14,645.3
0
0
1
0
0
0
76
0
1001_1021
3
4
1,958
0
0
237
0
1
1,500
bus_only
2,590
1,958
395
77
318
472.4
14,899.9
14,427.5
0
0
1
0
0
0
76
0
1001_1024
0
19
1,478
300
0
350
96
1
1,550
bus+train
2,287
1,778
159
44
19
189.2
13,802.1
11,104.9
2,508
0
1
1
0
0
38
0.052632
1001_1024
1
19
1,763
0
0
172
169
1
1,500
bus_only
2,274
1,763
339
44
126
405
13,942.1
13,537.1
0
0
1
0
0
0
38
0.052632
1001_1024
2
19
1,828
0
0
588
0
1
1,500
bus_only
2,572
1,828
156
44
112
185.5
12,200.1
12,014.5
0
0
1
0
0
0
38
0.052632
1001_1024
3
19
1,952
0
0
304
0
1
1,500
bus_only
2,455
1,952
199
44
155
236.8
13,105.5
12,868.8
0
0
1
0
0
0
38
0.052632
1001_1024
4
19
1,859
0
0
588
0
1
1,500
bus_only
2,617
1,859
170
44
126
202.9
12,428
12,225.1
0
0
1
0
0
0
38
0.052632
1001_1024
5
19
2,000
0
0
231
24
1
1,600
bus_only
2,454
2,000
223
44
155
264.4
15,823.6
15,559.2
0
0
1
0
0
0
38
0.052632
1001_1024
6
19
2,001
0
0
304
0
1
1,500
bus_only
2,526
2,001
221
44
177
263.6
13,424.7
13,161.1
0
0
1
0
0
0
38
0.052632
1001_1024
7
19
2,049
0
0
231
24
1
1,600
bus_only
2,525
2,049
245
44
177
291.2
16,142.8
15,851.6
0
0
1
0
0
0
38
0.052632
1001_1024
8
19
1,977
0
0
481
0
2
1,500
bus_only
2,649
1,977
191
44
147
227.9
13,245.7
13,017.8
0
0
1
0
0
0
38
0.052632
1001_1024
9
19
2,173
0
0
563
0
1
1,500
bus_only
3,045
2,173
309
44
265
368.8
13,842.9
13,474.1
0
0
1
0
0
0
38
0.052632
1001_1024
10
19
1,896
0
0
364
0
1
1,500
bus_only
2,692
1,896
432
44
388
516.1
13,141.5
12,625.4
0
0
1
0
0
0
38
0.052632
1001_1024
11
19
1,944
0
0
291
24
1
1,600
bus_only
2,691
1,944
456
44
388
543.7
15,859.6
15,315.9
0
0
1
0
0
0
38
0.052632
1001_1024
12
19
2,090
0
0
304
0
1
1,500
bus_only
2,912
2,090
518
44
474
620
14,045.6
13,425.6
0
0
1
0
0
0
38
0.052632
1001_1024
13
19
2,138
0
0
231
24
1
1,600
bus_only
2,911
2,138
542
44
474
647.6
16,763.7
16,116.1
0
0
1
0
0
0
38
0.052632
1001_1024
14
19
1,706
0
0
232
169
1
1,500
bus_only
2,544
1,706
606
44
393
724.8
13,860.9
13,136.1
0
0
1
0
0
0
38
0.052632
1001_1024
15
19
2,449
0
0
392
29
1
1,600
bus_only
3,332
2,449
491
44
418
586.7
18,437.5
17,850.8
0
0
1
0
0
0
38
0.052632
1001_1024
16
19
1,781
0
0
588
0
1
1,500
bus_only
2,931
1,781
562
44
518
672.9
12,326.4
11,653.5
0
0
1
0
0
0
38
0.052632
1001_1024
17
19
2,210
0
0
563
0
1
1,500
bus_only
3,349
2,210
576
44
532
690
14,402.2
13,712.2
0
0
1
0
0
0
38
0.052632
1001_1024
18
19
2,280
0
0
240
229
1
1,600
bus_only
3,211
2,280
691
44
418
827.6
17,062.8
16,235.2
0
0
1
0
0
0
38
0.052632
1001_11298
0
17
2,269
0
0
232
0
1
1,600
bus_only
2,579
2,269
78
77
1
91.8
16,569.8
16,478
0
0
1
0
0
0
15
0.058824
1001_11298
1
17
2,420
0
0
151
0
1
1,600
bus_only
2,680
2,420
109
77
32
129.9
16,606.2
16,476.3
0
0
1
0
0
0
15
0.058824
1001_11298
2
17
2,311
0
0
155
0
0
1,600
bus_only
2,812
2,311
346
77
269
412.5
16,774.4
16,361.9
0
0
1
0
0
0
15
0.058824
1001_11298
3
17
2,397
0
0
147
0
1
1,600
bus_only
2,752
2,397
208
77
131
248.5
16,581.4
16,332.9
0
0
1
0
0
0
15
0.058824
1001_11298
4
17
2,200
0
0
232
0
1
1,600
bus_only
2,770
2,200
338
77
261
403.6
16,650.6
16,247
0
0
1
0
0
0
15
0.058824
1001_11298
5
17
2,275
0
0
155
0
0
1,600
bus_only
2,897
2,275
467
77
390
557.9
16,657.8
16,099.9
0
0
1
0
0
0
15
0.058824
1001_11298
6
17
2,347
0
0
207
0
1
1,600
bus_only
2,983
2,347
429
77
352
511.9
16,646.5
16,134.6
0
0
1
0
0
0
15
0.058824
1001_11298
7
17
2,168
0
0
232
0
1
1,600
bus_only
2,838
2,168
438
77
361
524.7
16,672.6
16,147.9
0
0
1
0
0
0
15
0.058824
1001_11298
8
17
2,488
0
0
147
0
1
1,600
bus_only
3,072
2,488
437
77
360
522.5
17,167.8
16,645.3
0
0
1
0
0
0
15
0.058824
1001_11298
9
17
2,132
0
0
232
0
1
1,600
bus_only
2,857
2,132
493
77
416
590.5
16,476.3
15,885.9
0
0
1
0
0
0
15
0.058824
1001_11298
10
17
2,194
0
0
235
0
1
1,600
bus_only
2,936
2,194
507
77
430
607.4
17,224.5
16,617.1
0
0
1
0
0
0
15
0.058824
1001_11298
11
17
2,389
0
0
292
0
1
1,600
bus_only
3,168
2,389
487
77
410
582
17,436.5
16,854.4
0
0
1
0
0
0
15
0.058824
1001_11298
12
17
2,310
0
0
147
0
1
1,600
bus_only
2,966
2,310
509
77
432
608.9
16,635.6
16,026.7
0
0
1
0
0
0
15
0.058824
1001_11298
13
17
2,487
0
0
232
0
1
1,600
bus_only
3,316
2,487
597
77
520
714.8
17,656.1
16,941.3
0
0
1
0
0
0
15
0.058824
1001_11298
14
17
2,520
0
0
151
0
1
1,600
bus_only
3,301
2,520
630
77
553
754.5
17,741
16,986.5
0
0
1
0
0
0
15
0.058824
1001_11298
15
17
2,193
0
0
399
0
1
1,600
bus_only
3,222
2,193
630
77
553
754.5
17,181.4
16,426.8
0
0
1
0
0
0
15
0.058824
1001_11298
16
17
2,341
0
0
254
40
1
1,600
bus_only
3,266
2,341
671
77
554
802.9
17,558.9
16,756.1
0
0
1
0
0
0
15
0.058824
1001_11398
0
6
2,526
0
0
432
0
1
1,600
bus_only
3,121
2,526
163
77
86
193.6
17,753.2
17,559.6
0
0
1
0
0
0
14
0.166667
1001_11398
1
6
2,213
0
0
439
0
1
1,600
bus_only
2,883
2,213
231
77
154
276.2
17,510.3
17,234.1
0
0
1
0
0
0
14
0.166667
1001_11398
2
6
2,571
0
0
372
0
1
1,600
bus_only
3,276
2,571
333
77
256
398.6
18,285.2
17,886.6
0
0
1
0
0
0
14
0.166667
1001_11398
3
6
2,459
0
0
372
0
1
1,600
bus_only
3,305
2,459
474
77
397
566.9
17,863.9
17,297
0
0
1
0
0
0
14
0.166667
1001_11398
4
6
2,187
0
0
439
0
1
1,600
bus_only
3,186
2,187
560
77
483
670.2
17,610.2
16,940
0
0
1
0
0
0
14
0.166667
1001_11398
5
6
2,415
0
0
432
0
1
1,600
bus_only
3,558
2,415
711
77
634
851.4
17,919.8
17,068.4
0
0
1
0
0
0
14
0.166667
1001_1201
0
8
1,725
0
0
385
0
1
1,500
bus_only
2,315
1,725
205
44
161
243
10,751.5
10,508.5
0
0
1
0
0
0
49
0.125
1001_1201
1
8
1,761
0
0
143
0
1
1,500
bus_only
2,184
1,761
280
69
211
334.2
10,992.8
10,658.6
0
0
1
0
0
0
49
0.125
1001_1201
2
8
1,984
0
0
1,032
0
0
1,500
bus_only
3,246
1,984
230
69
161
272.8
11,861
11,588.2
0
0
1
0
0
0
49
0.125
1001_1201
3
8
1,749
0
0
303
6
1
1,500
bus_only
2,326
1,749
274
69
199
325.2
10,815.8
10,490.6
0
0
1
0
0
0
49
0.125
1001_1201
4
8
1,965
0
0
102
0
0
1,500
bus_only
2,469
1,965
402
241
161
480.2
11,958.1
11,477.9
0
0
1
0
0
0
49
0.125
1001_1201
5
8
1,658
0
0
698
0
1
1,500
bus_only
2,799
1,658
443
69
374
530.1
10,851.3
10,321.2
0
0
1
0
0
0
49
0.125
1001_1201
6
8
1,744
0
0
211
0
1
1,500
bus_only
2,515
1,744
560
69
491
670.4
11,097.2
10,426.7
0
0
1
0
0
0
49
0.125
1001_1201
7
8
1,823
0
0
211
0
1
1,500
bus_only
2,689
1,823
655
69
586
783.8
11,868.1
11,084.3
0
0
1
0
0
0
49
0.125
1001_1202
0
11
0
2,250
0
228
0
1
1,650
train_only
2,568
2,250
90
44
46
107.1
18,484.5
0
18,377.4
0
0
1
0
51
51
1
1001_1202
1
11
1,918
0
0
327
0
1
1,500
bus_only
2,578
1,918
333
77
256
397.7
11,984.1
11,586.4
0
0
1
0
0
0
51
0
1001_1202
2
11
2,137
0
0
639
0
0
1,500
bus_only
3,045
2,137
269
69
200
321.1
12,682
12,360.9
0
0
1
0
0
0
51
0
1001_1202
3
11
2,632
0
0
482
0
0
1,500
bus_only
3,464
2,632
350
69
281
418.4
14,169.2
13,750.8
0
0
1
0
0
0
51
0
1001_1202
4
11
2,013
0
0
395
6
1
1,500
bus_only
2,780
2,013
372
69
297
444
11,656.3
11,212.3
0
0
1
0
0
0
51
0
1001_1202
5
11
2,032
0
0
535
0
1
1,500
bus_only
2,932
2,032
365
69
296
436.3
11,953.2
11,516.9
0
0
1
0
0
0
51
0
1001_1202
6
11
1,928
0
0
475
0
1
1,500
bus_only
2,815
1,928
412
69
343
492.9
11,676.5
11,183.7
0
0
1
0
0
0
51
0
1001_1202
7
11
2,256
0
0
639
0
0
1,500
bus_only
3,404
2,256
509
69
440
608.5
13,636.7
13,028.1
0
0
1
0
0
0
51
0
1001_1202
8
11
2,032
0
0
387
0
1
1,500
bus_only
2,960
2,032
541
77
464
646
12,899.7
12,253.6
0
0
1
0
0
0
51
0
1001_1202
9
11
2,012
0
0
297
0
1
1,500
bus_only
2,894
2,012
585
77
508
700.4
12,879.6
12,179.2
0
0
1
0
0
0
51
0
1001_1202
10
11
1,980
0
0
424
0
2
1,500
bus_only
2,979
1,980
575
77
498
688.4
12,923.9
12,235.5
0
0
1
0
0
0
51
0
1001_1203
0
8
2,086
0
0
104
0
0
1,500
bus_only
2,469
2,086
279
69
210
332.5
13,360.6
13,028.1
0
0
1
0
0
0
74
0.125
1001_1203
1
8
841
600
0
522
159
2
1,550
bus+train
2,204
1,441
241
77
5
286.5
12,622.8
7,818.1
4,518.2
0
1
1
0
0
74
0.125
1001_1203
2
8
2,172
0
0
104
0
0
1,500
bus_only
2,591
2,172
315
69
246
374.8
13,805.7
13,430.9
0
0
1
0
0
0
74
0.125
1001_1203
3
8
1,751
0
0
207
0
1
1,500
bus_only
2,245
1,751
287
77
210
342.3
12,596
12,253.6
0
0
1
0
0
0
74
0.125
1001_1203
4
8
1,837
0
0
207
0
1
1,500
bus_only
2,367
1,837
323
77
246
384.6
13,041
12,656.4
0
0
1
0
0
0
74
0.125
1001_1203
5
8
1,969
0
0
431
0
2
1,500
bus_only
2,840
1,969
440
77
363
525.6
13,341.3
12,815.7
0
0
1
0
0
0
74
0.125
1001_1203
6
8
1,704
0
0
242
0
2
1,500
bus_only
2,509
1,704
563
77
486
674
12,909.5
12,235.5
0
0
1
0
0
0
74
0.125
1001_1203
7
8
1,731
0
0
242
0
2
1,500
bus_only
2,608
1,731
635
77
558
761
13,120
12,359
0
0
1
0
0
0
74
0.125
1001_1204
0
10
0
1,860
0
311
0
1
1,550
train_only
2,228
1,860
57
44
13
67.9
13,976.9
0
13,909
0
0
1
0
16
16
1
1001_1204
1
10
875
1,500
0
495
91
1
1,550
bus+train
3,334
2,375
464
44
329
555.7
15,488.5
4,252.6
10,680.2
0
1
1
0
0
16
0
1001_1204
2
10
3,064
0
0
102
0
0
1,600
bus_only
3,397
3,064
231
69
162
274.8
16,696.8
16,422
0
0
1
0
0
0
16
0
1001_1204
3
10
3,034
0
0
42
0
0
1,600
bus_only
3,474
3,034
398
69
329
476.2
16,710
16,233.8
0
0
1
0
0
0
16
0
1001_1204
4
10
3,240
0
0
42
0
0
1,600
bus_only
3,742
3,240
460
69
391
550
17,406
16,856
0
0
1
0
0
0
16
0
1001_1204
5
10
2,696
0
0
385
0
2
1,500
bus_only
3,541
2,696
460
69
391
550
15,151.7
14,601.7
0
0
1
0
0
0
16
0
1001_1204
6
10
2,994
0
0
42
0
0
1,600
bus_only
3,640
2,994
604
69
535
723.7
16,748.2
16,024.5
0
0
1
0
0
0
16
0