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
9934_7000167
8
11
1,243
0
0
326
0
2
1,500
bus_only
1,958
1,243
389
5
384
465
5,766.2
5,301.2
0
0
1
0
0
0
13
0
9934_7000167
9
11
1,460
0
0
465
38
1
1,500
bus_only
2,464
1,460
539
5
496
644.8
9,074.2
8,429.4
0
0
1
0
0
0
13
0
9934_7000167
10
11
1,525
0
0
257
168
1
1,500
bus_only
2,412
1,525
630
5
457
754.7
6,524.7
5,770
0
0
1
0
0
0
13
0
9934_70641
0
10
471
0
0
263
0
0
1,500
bus_only
740
471
6
5
1
5.3
1,186.5
1,181.1
0
0
1
0
0
158
325
0.486154
9934_70641
1
10
341
0
0
263
0
0
1,500
bus_only
868
341
264
5
259
315.3
1,266.8
951.4
0
0
1
0
0
0
325
0
9934_70641
2
10
536
0
0
438
0
0
1,500
bus_only
1,343
536
369
5
364
441.1
1,958.7
1,517.6
0
0
1
0
0
167
325
0.513846
9934_70641
3
10
505
0
0
421
0
1
1,500
bus_only
1,119
505
193
5
188
229.9
1,577.6
1,347.7
0
0
1
0
0
0
325
0
9934_70641
4
10
537
0
0
481
0
1
1,500
bus_only
1,474
537
456
5
451
545.6
2,169.2
1,623.6
0
0
1
0
0
0
325
0
9934_70641
5
10
223
0
0
323
0
0
1,500
bus_only
1,137
223
591
5
586
706.8
1,387.4
680.6
0
0
1
0
0
0
325
0
9934_70641
6
10
0
60
0
231
0
0
1,550
train_only
932
60
641
505
136
766.8
1,733.2
0
966.4
0
0
1
0
0
325
0
9934_70641
7
10
136
0
0
110
0
0
1,500
bus_only
955
136
709
521
188
849.7
1,881.5
1,031.8
0
0
1
0
0
0
325
0
9934_70641
8
10
62
0
0
110
0
0
1,500
bus_only
1,151
62
979
521
458
1,174.2
1,650.8
476.6
0
0
1
0
0
0
325
0
9934_70641
9
10
168
0
0
170
0
0
1,500
bus_only
1,310
168
972
521
451
1,165.5
2,473.2
1,307.7
0
0
1
0
0
0
325
0
9934_70651
0
13
1,037
0
0
827
0
1
1,500
bus_only
1,870
1,037
6
5
1
5.5
4,623.9
4,618.3
0
0
1
0
0
19
19
1
9934_70651
1
13
1,162
0
0
801
0
3
1,500
bus_only
2,089
1,162
126
28
98
149.9
7,846.8
7,696.8
0
0
1
0
0
0
19
0
9934_70651
2
13
1,109
0
0
861
0
3
1,500
bus_only
2,255
1,109
285
28
257
340.4
7,885.5
7,545.2
0
0
1
0
0
0
19
0
9934_70651
3
13
1,077
0
0
887
0
1
1,500
bus_only
2,321
1,077
357
5
352
426
5,385.3
4,959.3
0
0
1
0
0
0
19
0
9934_70651
4
13
1,501
0
0
723
100
1
1,500
bus_only
2,629
1,501
405
5
300
483.4
6,362.1
5,878.7
0
0
1
0
0
0
19
0
9934_70651
5
13
1,551
0
0
723
100
1
1,500
bus_only
2,722
1,551
448
5
343
535.9
6,591.8
6,055.9
0
0
1
0
0
0
19
0
9934_70651
6
13
978
0
0
887
0
1
1,500
bus_only
2,386
978
521
5
516
623.5
4,773.9
4,150.4
0
0
1
0
0
0
19
0
9934_70651
7
13
1,151
0
0
432
0
2
1,500
bus_only
2,089
1,151
506
408
98
606.3
8,103.5
7,497.2
0
0
1
0
0
0
19
0
9934_70651
8
13
1,248
0
0
715
0
1
1,500
bus_only
2,492
1,248
529
5
524
633
8,490.5
7,857.4
0
0
1
0
0
0
19
0
9934_70651
9
13
1,113
0
0
827
0
1
1,500
bus_only
2,469
1,113
529
5
524
633
5,744.8
5,111.8
0
0
1
0
0
0
19
0
9934_70651
10
13
1,011
0
0
961
0
4
1,500
bus_only
2,346
1,011
374
28
346
447.8
7,931.3
7,483.5
0
0
1
0
0
0
19
0
9934_70651
11
13
992
0
0
861
0
3
1,500
bus_only
2,354
992
501
28
473
599.4
7,915.4
7,316
0
0
1
0
0
0
19
0
9934_70651
12
13
1,098
0
0
432
0
2
1,500
bus_only
2,205
1,098
675
408
267
808.9
8,154.4
7,345.6
0
0
1
0
0
0
19
0
9934_71321
0
6
1,834
0
0
324
0
2
1,500
bus_only
2,173
1,834
15
5
10
16.1
8,473.1
8,457
0
0
1
0
0
0
20
0
9934_71321
1
6
190
0
0
197
272
1
1,500
bus_only
674
190
287
5
10
341.3
1,146.3
805
0
0
1
0
0
19
20
1
9934_71321
2
6
107
0
0
46
0
0
1,500
bus_only
727
107
574
564
10
687.8
1,251.2
563.5
0
0
1
0
0
0
20
0
9934_71321
3
6
1,880
0
0
384
0
2
1,500
bus_only
2,681
1,880
417
5
412
497.9
9,324.4
8,826.5
0
0
1
0
0
0
20
0
9934_71321
4
6
236
0
0
257
272
1
1,500
bus_only
1,182
236
689
5
412
823.1
1,997.6
1,174.5
0
0
1
0
0
0
20
0
9934_71321
5
6
153
0
0
106
0
0
1,500
bus_only
1,235
153
976
564
412
1,169.6
2,102.5
932.9
0
0
1
0
0
0
20
0
9934_72076
0
13
462
0
0
545
0
1
1,500
bus_only
1,013
462
6
5
1
5.4
1,629
1,623.6
0
0
1
0
0
13
15
0.866667
9934_72076
1
13
551
0
0
189
35
1
1,500
bus_only
804
551
64
28
1
74.3
4,237.2
4,162.9
0
0
1
0
0
1
15
0.066667
9934_72076
2
13
399
0
0
556
0
0
1,500
bus_only
1,313
399
358
5
353
427.5
1,608.6
1,181.1
0
0
1
0
0
0
15
0
9934_72076
3
13
477
0
0
574
0
1
1,500
bus_only
1,194
477
143
5
138
169.9
1,897
1,727.1
0
0
1
0
0
1
15
0.066667
9934_72076
4
13
431
0
0
605
0
1
1,500
bus_only
1,351
431
315
5
310
376.9
1,724.6
1,347.7
0
0
1
0
0
0
15
0
9934_72076
5
13
520
0
0
249
35
1
1,500
bus_only
1,142
520
373
28
310
445.8
4,332.8
3,887
0
0
1
0
0
0
15
0
9934_72076
6
13
496
0
0
605
0
1
1,500
bus_only
1,463
496
362
5
357
431.6
2,402.8
1,971.2
0
0
1
0
0
0
15
0
9934_72076
7
13
148
0
0
134
0
0
1,500
bus_only
804
148
522
521
1
625.3
1,932.9
1,307.7
0
0
1
0
0
0
15
0
9934_72076
8
13
469
0
0
556
0
0
1,500
bus_only
1,612
469
587
5
582
702.7
2,220.3
1,517.6
0
0
1
0
0
0
15
0
9934_72076
9
13
117
0
0
194
0
0
1,500
bus_only
1,142
117
831
521
310
996.7
2,028.5
1,031.8
0
0
1
0
0
0
15
0
9934_72076
10
13
182
0
0
194
0
0
1,500
bus_only
1,254
182
878
521
357
1,051.5
2,706.7
1,655.3
0
0
1
0
0
0
15
0
9934_72076
11
13
0
60
0
367
0
0
1,550
train_only
1,456
60
1,029
505
524
1,233.9
2,200.3
0
966.4
0
0
1
0
0
15
0
9934_72076
12
13
132
0
0
306
0
0
1,500
bus_only
1,477
132
1,039
521
518
1,245.4
2,127.8
882.5
0
0
1
0
0
0
15
0
9934_72077
0
8
518
0
0
431
0
1
1,500
bus_only
963
518
14
5
9
15.4
1,986.6
1,971.2
0
0
1
0
0
25
30
0.833333
9934_72077
1
8
616
0
0
158
35
1
1,500
bus_only
846
616
72
28
9
84.3
4,594.8
4,510.5
0
0
1
0
0
0
30
0
9934_72077
2
8
182
0
0
134
0
0
1,500
bus_only
846
182
530
521
9
635.3
2,290.5
1,655.3
0
0
1
0
0
0
30
0
9934_72077
3
8
494
0
0
275
0
1
1,500
bus_only
1,016
494
247
5
242
294.7
2,021.8
1,727.1
0
0
1
0
0
5
30
0.166667
9934_72077
4
8
484
0
0
491
0
1
1,500
bus_only
1,361
484
386
5
381
461.2
2,084.8
1,623.6
0
0
1
0
0
0
30
0
9934_72077
5
8
582
0
0
218
35
1
1,500
bus_only
1,244
582
444
28
381
530.1
4,693
4,162.9
0
0
1
0
0
0
30
0
9934_72077
6
8
0
180
0
238
0
0
1,550
train_only
1,218
180
800
505
295
959.1
3,005.7
0
2,046.7
0
0
1
0
0
30
0
9934_72077
7
8
148
0
0
194
0
0
1,500
bus_only
1,244
148
902
521
381
1,081.1
2,388.7
1,307.7
0
0
1
0
0
0
30
0
9934_9003438
0
2
642
0
0
474
0
0
1,500
bus_only
1,128
642
12
5
7
12.4
3,222.6
3,210.2
0
0
1
0
0
46
47
1
9934_9003438
1
2
679
0
0
474
0
0
1,500
bus_only
1,494
679
341
5
336
407.8
3,920.5
3,512.7
0
0
1
0
0
0
47
0
9934_9003555
0
12
431
0
0
213
0
1
1,500
bus_only
656
431
12
5
7
13
1,530.5
1,517.6
0
0
1
0
0
11
81
0.135802
9934_9003555
1
12
376
0
0
137
0
0
1,500
bus_only
806
376
293
5
288
349.4
1,530.5
1,181.1
0
0
1
0
0
0
81
0
9934_9003555
2
12
441
0
0
805
0
0
1,500
bus_only
1,258
441
12
5
7
13
1,530.5
1,517.6
0
0
1
0
0
70
81
0.864198
9934_9003555
3
12
488
0
0
213
0
1
1,500
bus_only
1,004
488
303
5
298
361.6
2,148.3
1,786.8
0
0
1
0
0
0
81
0
9934_9003555
4
12
408
0
0
248
0
1
1,500
bus_only
986
408
330
5
325
393.9
1,741.6
1,347.7
0
0
1
0
0
0
81
0
9934_9003555
5
12
498
0
0
805
0
0
1,500
bus_only
1,606
498
303
5
298
361.6
2,148.3
1,786.8
0
0
1
0
0
0
81
0
9934_9003555
6
12
462
0
0
256
0
2
1,500
bus_only
1,109
462
391
5
386
467.6
2,333.5
1,866
0
0
1
0
0
0
81
0
9934_9003555
7
12
438
0
0
308
0
1
1,500
bus_only
1,286
438
540
5
535
644.9
2,268.5
1,623.6
0
0
1
0
0
0
81
0
9934_9003555
8
12
493
0
0
316
0
2
1,500
bus_only
1,340
493
531
5
526
634.6
2,850
2,215.3
0
0
1
0
0
0
81
0
9934_9003555
9
12
199
0
0
427
0
0
1,500
bus_only
1,445
199
819
521
298
981.4
2,259.9
1,278.4
0
0
1
0
0
0
81
0
9934_9003555
10
12
143
0
0
99
0
0
1,500
bus_only
1,319
143
1,077
521
556
1,292
2,599.7
1,307.7
0
0
1
0
0
0
81
0
9934_9003555
11
12
0
60
0
258
0
0
1,550
train_only
1,474
60
1,156
505
651
1,385
2,351.4
0
966.4
0
0
1
0
0
81
0
9934_9003556
0
11
540
0
0
598
0
0
1,500
bus_only
1,155
540
17
5
12
19.3
1,806.1
1,786.8
0
0
1
0
0
34
34
1
9934_9003556
1
11
122
60
0
245
106
1
1,550
bus+train
1,050
182
623
505
12
746.7
2,318.7
605.6
966.4
0
1
1
0
0
34
0
9934_9003556
2
11
481
0
0
658
0
0
1,500
bus_only
1,429
481
290
5
285
345.9
1,863.5
1,517.6
0
0
1
0
0
0
34
0
9934_9003556
3
11
587
0
0
658
0
0
1,500
bus_only
1,637
587
392
5
387
467.3
2,624.1
2,156.8
0
0
1
0
0
0
34
0
9934_9003556
4
11
100
60
0
302
106
2
1,550
bus+train
1,208
160
746
505
135
893.8
2,545
684.8
966.4
0
1
1
0
0
34
0
9934_9003556
5
11
37
60
0
283
188
1
1,550
bus+train
1,208
97
828
505
135
991.3
2,306
348.4
966.4
0
1
1
0
0
34
0
9934_9003556
6
11
0
60
0
163
0
0
1,550
train_only
1,152
60
929
505
424
1,113.3
2,079.6
0
966.4
0
0
1
0
0
34
0
9934_9003556
7
11
63
60
0
305
106
1
1,550
bus+train
1,324
123
896
505
285
1,073.2
2,376.1
336.4
966.4
0
1
1
0
0
34
0
9934_9003556
8
11
169
60
0
305
106
1
1,550
bus+train
1,532
229
998
505
387
1,194.7
3,136.7
975.7
966.4
0
1
1
0
0
34
0
9934_9003556
9
11
131
60
0
362
106
2
1,550
bus+train
1,636
191
1,083
505
472
1,297.7
3,298.3
1,034.2
966.4
0
1
1
0
0
34
0
9934_9003556
10
11
68
60
0
343
188
1
1,550
bus+train
1,636
128
1,165
505
472
1,395.2
3,059.3
697.8
966.4
0
1
1
0
0
34
0
9934_9003558
0
3
620
0
0
295
0
0
1,500
bus_only
928
620
13
5
8
13.5
2,170.3
2,156.8
0
0
1
0
0
20
20
1
9934_9003558
1
3
570
0
0
295
0
0
1,500
bus_only
1,293
570
428
5
423
512
2,298.8
1,786.8
0
0
1
0
0
0
20
0
9934_9003558
2
3
667
0
0
355
0
0
1,500
bus_only
1,535
667
513
5
508
614.4
3,240.6
2,626.3
0
0
1
0
0
0
20
0
9934_9034813
0
4
645
0
0
809
0
0
1,500
bus_only
1,465
645
11
5
6
12.2
2,638.5
2,626.3
0
0
1
0
0
29
29
1
9934_9034813
1
4
308
0
0
361
0
0
1,500
bus_only
1,196
308
527
521
6
632
2,750
2,118
0
0
1
0
0
0
29
0
9934_9034813
2
4
592
0
0
869
0
0
1,500
bus_only
1,977
592
516
5
511
617
2,773.8
2,156.8
0
0
1
0
0
0
29
0
9934_9034813
3
4
255
0
0
421
0
0
1,500
bus_only
1,708
255
1,032
521
511
1,236.9
2,885.4
1,648.5
0
0
1
0
0
0
29
0
9934_9947
0
6
1,025
0
0
271
0
0
1,500
bus_only
1,302
1,025
6
5
1
5.5
4,747.9
4,742.5
0
0
1
0
0
14
14
1
9934_9947
1
6
707
0
0
147
0
0
1,500
bus_only
1,553
707
699
408
291
837.7
5,097.6
4,259.9
0
0
1
0
0
0
14
0
9934_9947
2
6
1,098
0
0
271
0
0
1,500
bus_only
1,665
1,098
296
5
291
353.6
5,354.6
5,001
0
0
1
0
0
0
14
0
9934_9947
3
6
945
0
0
331
0
0
1,500
bus_only
1,753
945
477
5
472
569.4
4,844.7
4,275.3
0
0
1
0
0
0
14
0
9934_9947
4
6
625
0
0
1,063
0
1
1,500
bus_only
2,258
625
570
28
542
681.7
4,615.3
3,933.7
0
0
1
0
0
0
14
0
9934_9947
5
6
614
0
0
207
0
0
1,500
bus_only
1,713
614
892
408
484
1,068.1
4,802.1
3,734
0
0
1
0
0
0
14
0
9935_10073
0
2
249
0
0
722
0
0
1,500
bus_only
998
249
27
10
17
30.7
1,129.1
1,098.4
0
0
1
0
0
67
67
1
9935_10073
1
2
183
0
0
344
0
0
1,500
bus_only
1,028
183
501
486
15
599.9
1,370.8
770.9
0
0
1
0
0
0
67
0
9935_13116
0
7
1,556
0
0
244
0
0
1,500
bus_only
1,822
1,556
22
10
12
24.2
5,263.8
5,239.5
0
0
1
0
0
57
57
1
9935_13116
1
7
472
0
180
877
140
2
3,200
bus+gtx
1,730
652
201
6
55
238
6,645.3
1,997
0
4,410.2
1
0
1
0
57
0
9935_13116
2
7
1,433
0
0
304
0
0
1,500
bus_only
2,114
1,433
377
10
367
449.7
5,288.1
4,838.4
0
0
1
0
0
0
57
0
9935_13116
3
7
414
0
180
845
140
2
3,200
bus+gtx
1,758
594
319
6
173
379.1
6,639.4
1,850.1
0
4,410.2
1
0
1
0
57
0
9935_13116
4
7
1,680
0
0
244
0
0
1,500
bus_only
2,303
1,680
379
10
369
452.7
6,010
5,557.3
0
0
1
0
0
0
57
0
9935_13116
5
7
585
0
180
877
140
2
3,200
bus+gtx
2,246
765
604
6
458
721.3
7,523.4
2,391.9
0
4,410.2
1
0
1
0
57
0
9935_13116
6
7
462
0
180
962
140
3
3,200
bus+gtx
2,182
642
578
6
432
690.1
7,159.2
2,058.9
0
4,410.2
1
0
1
0
57
0