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
10034_9010043
1
5
191
0
0
294
0
0
1,500
bus_only
810
191
325
6
319
388.4
1,560.4
1,171.9
0
0
1
0
0
0
17
0
10034_9010043
2
5
147
0
0
234
0
0
1,500
bus_only
917
147
536
6
530
642.6
1,444.5
801.9
0
0
1
0
0
15
17
0.882353
10034_9010043
3
5
292
0
0
383
0
1
1,500
bus_only
863
292
188
6
182
224.3
1,381.9
1,157.6
0
0
1
0
0
0
17
0
10034_9010043
4
5
236
0
0
323
0
1
1,500
bus_only
928
236
369
6
363
441.6
1,469.4
1,027.8
0
0
1
0
0
0
17
0
10034_9010424
0
2
156
0
0
130
0
0
1,500
bus_only
837
156
551
6
545
659.7
2,400.6
1,741
0
0
1
0
0
11
23
1
10034_9010424
1
2
244
0
0
390
56
1
1,500
bus_only
1,480
244
846
6
784
1,014
2,996.6
1,982.6
0
0
1
0
0
0
23
0
10034_9010463
0
3
390
0
0
643
77
1
1,500
bus_only
1,343
390
310
6
227
370.1
2,622.5
2,252.5
0
0
1
0
0
3
14
1
10034_9010463
1
3
337
0
0
643
77
1
1,500
bus_only
1,303
337
323
6
240
385.4
2,553.1
2,167.7
0
0
1
0
0
0
14
0
10034_9010463
2
3
282
0
0
643
77
1
1,500
bus_only
1,287
282
362
6
279
432.2
2,500.8
2,068.6
0
0
1
0
0
0
14
0
10034_9012691
0
10
450
0
0
377
128
1
1,500
bus_only
964
450
137
6
3
162.8
2,372.8
2,210
0
0
1
0
0
16
16
1
10034_9012691
1
10
409
0
0
377
128
1
1,500
bus_only
1,062
409
276
6
142
330.5
2,413.2
2,082.7
0
0
1
0
0
0
16
0
10034_9012691
2
10
627
0
0
377
128
1
1,500
bus_only
1,198
627
194
6
60
231.3
3,014.1
2,782.8
0
0
1
0
0
0
16
0
10034_9012691
3
10
688
0
0
437
128
1
1,500
bus_only
1,513
688
388
6
254
464
3,458.8
2,994.8
0
0
1
0
0
0
16
0
10034_9012691
4
10
513
0
0
338
77
1
1,500
bus_only
1,267
513
416
6
333
497.4
3,343.6
2,846.2
0
0
1
0
0
0
16
0
10034_9012691
5
10
502
0
0
377
128
1
1,500
bus_only
1,311
502
432
6
298
517.1
2,992.1
2,475
0
0
1
0
0
0
16
0
10034_9012691
6
10
567
0
0
358
0
1
1,500
bus_only
1,381
567
456
6
450
545.9
3,119.9
2,574
0
0
1
0
0
0
16
0
10034_9012691
7
10
358
0
0
377
128
1
1,500
bus_only
1,274
358
539
6
405
645.4
2,487.7
1,842.3
0
0
1
0
0
0
16
0
10034_9012691
8
10
221
0
0
2,401
0
0
1,500
bus_only
3,006
221
384
313
71
459
2,357.7
1,898.7
0
0
1
0
0
0
16
0
10034_9012691
9
10
499
0
0
440
0
0
1,500
bus_only
1,717
499
778
410
368
931.2
3,248.5
2,317.3
0
0
1
0
0
0
16
0
10034_9013
0
2
1,292
0
0
181
0
0
1,500
bus_only
1,488
1,292
15
6
9
17.1
8,965.6
8,948.5
0
0
1
0
0
40
41
1
10034_9013
1
2
962
0
0
594
0
0
1,500
bus_only
1,669
962
113
6
107
135.4
7,459
7,323.6
0
0
1
0
0
0
41
0
10034_9014545
0
8
362
0
0
182
0
0
1,500
bus_only
551
362
7
6
1
7.8
1,462.8
1,455
0
0
1
0
0
40
93
0.430108
10034_9014545
1
8
262
0
0
182
0
0
1,500
bus_only
833
262
389
6
383
466.6
1,581.6
1,115
0
0
1
0
0
0
93
0
10034_9014545
2
8
436
0
0
490
0
0
1,500
bus_only
1,308
436
382
6
376
457.1
2,245.7
1,788.5
0
0
1
0
0
52
93
0.55914
10034_9014545
3
8
426
0
0
383
0
1
1,500
bus_only
1,191
426
382
6
376
457.1
2,245.7
1,788.5
0
0
1
0
0
1
93
0.010753
10034_9014545
4
8
439
0
0
456
0
1
1,500
bus_only
1,410
439
515
6
509
617.4
2,528.4
1,910.9
0
0
1
0
0
0
93
0
10034_9014545
5
8
467
0
0
268
0
1
1,500
bus_only
1,279
467
544
6
538
651.7
2,903.6
2,251.9
0
0
1
0
0
0
93
0
10034_9014545
6
8
369
0
0
64
0
0
1,500
bus_only
1,219
369
786
410
376
941.2
2,473.1
1,531.8
0
0
1
0
0
0
93
0
10034_9014545
7
8
359
0
0
133
0
0
1,500
bus_only
1,466
359
974
461
513
1,167.5
2,672.6
1,505
0
0
1
0
0
0
93
0
10034_9027
0
12
927
0
0
531
0
0
1,500
bus_only
1,477
927
19
6
13
22
6,192.9
6,170.9
0
0
1
0
0
29
29
1
10034_9027
1
12
660
0
0
516
35
1
1,500
bus_only
1,230
660
54
6
13
63.5
5,561.2
5,497.7
0
0
1
0
0
0
29
0
10034_9027
2
12
990
0
0
531
0
0
1,500
bus_only
1,862
990
341
6
335
408.9
6,873.5
6,464.6
0
0
1
0
0
0
29
0
10034_9027
3
12
1,002
0
0
290
2
1
1,500
bus_only
1,309
1,002
17
2
13
19.4
6,178.8
6,159.4
0
0
1
0
0
0
29
0
10034_9027
4
12
988
0
0
370
2
2
1,500
bus_only
1,502
988
144
2
140
172.1
6,246
6,073.8
0
0
1
0
0
0
29
0
10034_9027
5
12
790
0
0
557
74
1
1,500
bus_only
1,559
790
212
6
132
253.6
6,189.7
5,936.1
0
0
1
0
0
0
29
0
10034_9027
6
12
1,065
0
0
290
2
1
1,500
bus_only
1,694
1,065
339
2
335
406.3
6,859.5
6,453.2
0
0
1
0
0
0
29
0
10034_9027
7
12
885
0
0
531
0
0
1,500
bus_only
1,797
885
381
6
375
456
6,290.9
5,834.8
0
0
1
0
0
0
29
0
10034_9027
8
12
960
0
0
290
2
1
1,500
bus_only
1,629
960
379
2
375
453.4
6,276.8
5,823.4
0
0
1
0
0
0
29
0
10034_9027
9
12
723
0
0
516
35
1
1,500
bus_only
1,615
723
376
6
335
450.4
6,241.9
5,791.5
0
0
1
0
0
0
29
0
10034_9027
10
12
618
0
0
516
35
1
1,500
bus_only
1,550
618
416
6
375
497.5
5,659.2
5,161.7
0
0
1
0
0
0
29
0
10034_9027
11
12
734
0
0
557
74
1
1,500
bus_only
1,727
734
436
6
356
521.4
6,237.5
5,716.1
0
0
1
0
0
0
29
0
10034_9034505
0
10
1,263
0
0
375
0
0
1,500
bus_only
1,651
1,263
13
6
7
15.3
8,441.5
8,426.2
0
0
1
0
0
33
34
0.970588
10034_9034505
1
10
969
0
0
233
91
1
1,500
bus_only
1,306
969
104
6
7
124.4
7,779.7
7,655.3
0
0
1
0
0
1
34
0.029412
10034_9034505
2
10
1,305
0
0
375
0
0
1,500
bus_only
2,003
1,305
323
6
317
386.8
9,096.2
8,709.4
0
0
1
0
0
0
34
0
10034_9034505
3
10
1,028
0
0
293
91
1
1,500
bus_only
1,700
1,028
379
6
282
453.9
8,367.3
7,913.4
0
0
1
0
0
0
34
0
10034_9034505
4
10
1,219
0
0
435
0
0
1,500
bus_only
2,065
1,219
411
6
405
491.1
8,553.3
8,062.2
0
0
1
0
0
0
34
0
10034_9034505
5
10
1,154
0
0
406
0
1
1,500
bus_only
1,946
1,154
386
6
380
462.1
8,176
7,713.9
0
0
1
0
0
0
34
0
10034_9034505
6
10
1,485
0
0
252
0
0
1,500
bus_only
2,226
1,485
489
6
483
586.3
10,883.4
10,297.2
0
0
1
0
0
0
34
0
10034_9034505
7
10
925
0
0
293
91
1
1,500
bus_only
1,720
925
502
6
405
600.2
7,891.5
7,291.3
0
0
1
0
0
0
34
0
10034_9034505
8
10
1,038
0
0
470
35
1
1,500
bus_only
2,032
1,038
524
6
483
627.2
8,220
7,592.8
0
0
1
0
0
0
34
0
10034_9034505
9
10
1,087
0
0
470
35
1
1,500
bus_only
2,081
1,087
524
6
483
627.8
8,536.4
7,908.6
0
0
1
0
0
0
34
0
10034_9034813
0
7
246
0
0
271
0
0
1,500
bus_only
529
246
12
6
6
14.2
1,655.6
1,641.4
0
0
1
0
0
109
109
1
10034_9034813
1
7
193
0
0
271
0
0
1,500
bus_only
1,004
193
540
6
534
647.5
1,819.5
1,171.9
0
0
1
0
0
0
109
0
10034_9034813
2
7
392
0
0
784
0
1
1,500
bus_only
1,460
392
284
6
278
340
2,092.3
1,752.2
0
0
1
0
0
0
109
0
10034_9034813
3
7
647
0
0
864
0
1
1,500
bus_only
1,928
647
417
6
411
499.5
2,320.6
1,821.1
0
0
1
0
0
0
109
0
10034_9034813
4
7
702
0
0
864
0
1
1,500
bus_only
2,102
702
536
6
530
642.4
2,642.9
2,000.6
0
0
1
0
0
0
109
0
10034_9034813
5
7
777
0
0
322
0
0
1,500
bus_only
1,926
777
827
281
546
990.6
2,498.1
1,507.5
0
0
1
0
0
0
109
0
10034_9034813
6
7
370
0
0
411
0
0
1,500
bus_only
2,165
370
1,384
461
923
1,658.2
3,214.2
1,556
0
0
1
0
0
0
109
0
10034_9034948
0
4
1,143
0
0
601
0
0
1,500
bus_only
1,756
1,143
12
6
6
13.8
9,054
9,040.2
0
0
1
0
0
23
23
1
10034_9034948
1
4
1,225
0
0
334
66
2
1,500
bus_only
1,637
1,225
78
6
6
91.9
9,842
9,750
0
0
1
0
0
0
23
0
10034_9034948
2
4
1,198
0
0
661
0
0
1,500
bus_only
2,412
1,198
553
6
547
661.9
10,199.6
9,537.7
0
0
1
0
0
0
23
0
10034_9034948
3
4
1,097
0
0
292
236
1
1,500
bus_only
1,637
1,097
248
6
6
296
9,358.7
9,062.7
0
0
1
0
0
0
23
0
10034_9034950
0
2
1,082
0
0
474
0
0
1,500
bus_only
1,568
1,082
12
6
6
13.8
8,198.6
8,184.9
0
0
1
0
0
27
27
1
10034_9034950
1
2
1,159
0
0
264
129
1
1,500
bus_only
1,564
1,159
141
6
6
168.5
8,793.6
8,625.1
0
0
1
0
0
0
27
0
10034_9034952
0
2
847
0
0
635
0
0
1,500
bus_only
1,489
847
7
6
1
7.5
7,283.4
7,275.9
0
0
1
0
0
21
21
1
10034_9034952
1
2
805
0
0
262
236
1
1,500
bus_only
1,310
805
243
6
1
289.7
7,588.1
7,298.4
0
0
1
0
0
0
21
0
10034_9034956
0
5
753
0
0
582
0
0
1,500
bus_only
1,342
753
7
6
1
7.7
6,185.1
6,177.4
0
0
1
0
0
128
128
1
10034_9034956
1
5
817
0
0
222
129
1
1,500
bus_only
1,175
817
136
6
1
162.4
6,780
6,617.7
0
0
1
0
0
0
128
0
10034_9034956
2
5
675
0
0
642
0
0
1,500
bus_only
1,807
675
490
6
484
586.7
6,311.7
5,725.1
0
0
1
0
0
0
128
0
10034_9034956
3
5
742
0
0
282
129
1
1,500
bus_only
1,643
742
619
6
484
741.4
6,906.7
6,165.3
0
0
1
0
0
0
128
0
10034_9034956
4
5
2,721
0
0
528
0
0
1,600
bus_only
4,622
2,721
1,373
371
1,002
1,646.3
17,718
16,071.7
0
0
1
0
0
0
128
0
10034_9034958
0
2
705
0
0
85
0
0
1,500
bus_only
797
705
7
6
1
7.3
5,732.3
5,725.1
0
0
1
0
0
71
71
1
10034_9034958
1
2
768
0
0
85
0
0
1,500
bus_only
1,368
768
515
6
509
617.7
6,795.2
6,177.4
0
0
1
0
0
0
71
0
10034_9035347
0
6
1,059
0
0
118
0
1
1,500
bus_only
1,184
1,059
7
6
1
7.5
7,270.8
7,263.3
0
0
1
0
0
2
26
0.076923
10034_9035347
1
6
1,030
0
0
118
0
1
1,500
bus_only
1,371
1,030
223
6
217
267
7,337.5
7,070.5
0
0
1
0
0
0
26
0
10034_9035347
2
6
1,149
0
0
726
0
0
1,500
bus_only
1,882
1,149
7
6
1
7.5
7,284.2
7,276.7
0
0
1
0
0
24
26
0.923077
10034_9035347
3
6
1,119
0
0
786
0
0
1,500
bus_only
2,115
1,119
210
6
204
250.2
7,334.1
7,083.9
0
0
1
0
0
0
26
0
10034_9035347
4
6
1,111
0
0
178
0
1
1,500
bus_only
1,649
1,111
360
6
354
431.4
8,011.1
7,579.8
0
0
1
0
0
0
26
0
10034_9035347
5
6
1,203
0
0
786
0
0
1,500
bus_only
2,349
1,203
360
6
354
431.4
8,024.5
7,593.2
0
0
1
0
0
0
26
0
10034_9035960
0
3
136
0
0
170
0
0
1,500
bus_only
313
136
7
6
1
7.6
870.8
863.3
0
0
1
0
0
61
61
1
10034_9035960
1
3
213
0
0
170
0
0
1,500
bus_only
672
213
289
6
283
346.5
1,461.5
1,115
0
0
1
0
0
0
61
0
10034_9035960
2
3
61
0
0
230
0
0
1,500
bus_only
769
61
478
6
472
572.5
978.4
405.9
0
0
1
0
0
0
61
0
10034_9036837
0
5
1,324
0
0
761
0
0
1,500
bus_only
2,092
1,324
7
6
1
7.6
9,545.3
9,537.7
0
0
1
0
0
73
73
1
10034_9036837
1
5
1,669
0
0
330
37
2
1,500
bus_only
2,043
1,669
44
6
1
51.5
11,279.8
11,228.4
0
0
1
0
0
0
73
0
10034_9036837
2
5
1,272
0
0
821
0
0
1,500
bus_only
2,590
1,272
497
6
491
594.7
9,634.9
9,040.2
0
0
1
0
0
0
73
0
10034_9036837
3
5
599
840
0
513
10
1
1,550
bus+train
2,258
1,439
306
6
290
365.2
12,233.3
4,155.2
7,712.9
0
1
1
0
0
73
0
10034_9036837
4
5
1,728
0
0
994
0
1
1,500
bus_only
3,121
1,728
399
6
393
477.5
12,623
12,145.6
0
0
1
0
0
0
73
0
10034_9068
0
14
1,049
0
0
334
0
0
1,500
bus_only
1,399
1,049
16
6
10
18.7
6,483.3
6,464.6
0
0
1
0
0
19
19
1
10034_9068
1
14
731
0
0
230
35
1
1,500
bus_only
1,012
731
51
6
10
60.2
5,851.7
5,791.5
0
0
1
0
0
0
19
0
10034_9068
2
14
752
0
0
153
0
0
1,500
bus_only
1,163
752
258
6
252
308.6
6,661.3
6,352.7
0
0
1
0
0
0
19
0
10034_9068
3
14
983
0
0
334
0
0
1,500
bus_only
1,653
983
336
6
330
402.4
6,573.3
6,170.9
0
0
1
0
0
0
19
0
10034_9068
4
14
781
0
0
153
0
0
1,500
bus_only
1,290
781
356
6
350
426.2
7,092.4
6,666.2
0
0
1
0
0
0
19
0
10034_9068
5
14
665
0
0
230
35
1
1,500
bus_only
1,266
665
371
6
330
443.9
5,941.6
5,497.7
0
0
1
0
0
0
19
0
10034_9068
6
14
721
0
0
153
0
0
1,500
bus_only
1,321
721
447
6
441
535.9
6,703.4
6,167.5
0
0
1
0
0
0
19
0
10034_9068
7
14
929
0
0
196
0
1
1,500
bus_only
1,564
929
439
6
433
525.9
6,641
6,115.1
0
0
1
0
0
0
19
0
10034_9068
8
14
829
0
0
220
74
1
1,500
bus_only
1,554
829
505
6
425
605
6,541.1
5,936.1
0
0
1
0
0
0
19
0
10034_9068
9
14
885
0
0
227
0
2
1,500
bus_only
1,565
885
453
6
447
543.2
6,654.4
6,111.2
0
0
1
0
0
0
19
0
10034_9068
10
14
983
0
0
136
0
1
1,500
bus_only
1,654
983
535
6
529
640.8
7,017
6,376.2
0
0
1
0
0
0
19
0
10034_9068
11
14
799
0
0
353
34
1
1,500
bus_only
1,705
799
553
6
513
661.7
7,403.3
6,741.6
0
0
1
0
0
0
19
0
10034_9068
12
14
739
0
0
343
0
1
1,500
bus_only
1,640
739
558
6
552
668
6,566.3
5,898.3
0
0
1
0
0
0
19
0