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
9957_10718
15
16
986
960
0
1,411
203
2
1,650
bus+train
4,069
1,946
712
44
465
851.6
19,140.7
7,211.1
11,078
0
1
1
0
0
20
0
9957_13403
0
10
398
0
0
161
0
0
1,500
bus_only
595
398
36
27
9
42.4
1,171.6
1,129.2
0
0
1
0
0
84
84
1
9957_13403
1
10
228
0
0
255
0
0
1,500
bus_only
752
228
269
133
136
321.6
1,322.1
1,000.5
0
0
1
0
0
0
84
0
9957_13403
2
10
259
0
0
255
0
0
1,500
bus_only
844
259
330
133
197
394.8
1,503.9
1,109.1
0
0
1
0
0
0
84
0
9957_13403
3
10
529
0
0
65
0
0
1,500
bus_only
938
529
344
133
211
411.2
1,670
1,258.8
0
0
1
0
0
0
84
0
9957_13403
4
10
283
0
0
161
0
0
1,500
bus_only
814
283
370
27
343
443
1,225.9
782.9
0
0
1
0
0
0
84
0
9957_13403
5
10
340
0
0
315
0
0
1,500
bus_only
1,218
340
563
133
430
672.9
2,132
1,459.1
0
0
1
0
0
0
84
0
9957_13403
6
10
324
0
0
1,338
0
0
1,500
bus_only
2,065
324
403
28
375
482.5
1,779.5
1,297
0
0
1
0
0
0
84
0
9957_13403
7
10
385
0
0
1,338
0
0
1,500
bus_only
2,139
385
416
28
388
497
2,027.5
1,530.5
0
0
1
0
0
0
84
0
9957_13403
8
10
225
0
0
115
0
0
1,500
bus_only
1,025
225
685
252
433
820.7
1,957.7
1,137
0
0
1
0
0
0
84
0
9957_13403
9
10
319
0
0
1,387
0
1
1,500
bus_only
2,122
319
416
28
388
497.7
1,777.9
1,280.2
0
0
1
0
0
0
84
0
9957_14496
0
23
875
0
0
533
0
0
1,500
bus_only
1,444
875
36
27
9
42.3
3,621.4
3,579.1
0
0
1
0
0
38
38
1
9957_14496
1
23
827
0
0
473
0
0
1,500
bus_only
1,562
827
262
27
235
313
3,689.4
3,376.4
0
0
1
0
0
0
38
0
9957_14496
2
23
1,265
0
0
312
0
0
1,500
bus_only
1,645
1,265
68
28
40
80.5
4,433.3
4,352.8
0
0
1
0
0
0
38
0
9957_14496
3
23
1,325
0
0
312
0
0
1,500
bus_only
1,930
1,325
293
28
265
350.2
4,947.2
4,597
0
0
1
0
0
0
38
0
9957_14496
4
23
1,205
0
0
312
0
0
1,500
bus_only
1,861
1,205
344
28
316
410.8
4,496.4
4,085.6
0
0
1
0
0
0
38
0
9957_14496
5
23
955
0
0
473
0
0
1,500
bus_only
1,799
955
371
27
344
443.8
4,333.1
3,889.2
0
0
1
0
0
0
38
0
9957_14496
6
23
1,413
0
0
312
0
0
1,500
bus_only
2,107
1,413
382
28
354
457
5,178
4,721
0
0
1
0
0
0
38
0
9957_14496
7
23
766
0
0
372
0
0
1,500
bus_only
1,623
766
485
28
457
579.1
3,518
2,938.9
0
0
1
0
0
0
38
0
9957_14496
8
23
1,607
0
0
658
0
0
1,500
bus_only
2,606
1,607
341
28
313
407.9
6,545.8
6,137.9
0
0
1
0
0
0
38
0
9957_14496
9
23
1,568
0
0
658
0
0
1,500
bus_only
2,573
1,568
347
28
319
414.4
6,423.6
6,009.2
0
0
1
0
0
0
38
0
9957_14496
10
23
1,112
0
0
379
0
1
1,500
bus_only
1,873
1,112
382
28
354
457
3,697.5
3,240.5
0
0
1
0
0
0
38
0
9957_14496
11
23
1,379
0
0
379
0
1
1,500
bus_only
2,112
1,379
354
28
326
423.6
4,478.3
4,054.7
0
0
1
0
0
0
38
0
9957_14496
12
23
1,328
0
0
439
0
1
1,500
bus_only
2,135
1,328
368
28
340
440.3
4,403.8
3,963.6
0
0
1
0
0
0
38
0
9957_14496
13
23
1,533
0
0
658
0
0
1,500
bus_only
2,560
1,533
369
28
341
440.6
6,336.4
5,895.8
0
0
1
0
0
0
38
0
9957_14496
14
23
1,415
0
0
379
0
1
1,500
bus_only
2,161
1,415
367
28
339
438.8
4,609.8
4,171.1
0
0
1
0
0
0
38
0
9957_14496
15
23
1,138
0
0
433
0
0
1,500
bus_only
2,058
1,138
487
133
354
583.3
3,868.9
3,285.6
0
0
1
0
0
0
38
0
9957_14496
16
23
763
0
0
533
0
0
1,500
bus_only
1,890
763
594
27
567
711.6
3,796.9
3,085.3
0
0
1
0
0
0
38
0
9957_14496
17
23
1,011
0
0
256
0
0
1,500
bus_only
1,873
1,011
606
252
354
726.7
3,734.6
3,007.9
0
0
1
0
0
0
38
0
9957_14496
18
23
1,278
0
0
256
0
0
1,500
bus_only
2,112
1,278
578
252
326
693.3
4,515.3
3,822
0
0
1
0
0
0
38
0
9957_14496
19
23
1,273
0
0
379
0
1
1,500
bus_only
2,153
1,273
501
28
473
599.9
4,447.5
3,847.6
0
0
1
0
0
0
38
0
9957_14496
20
23
1,227
0
0
256
0
0
1,500
bus_only
2,083
1,227
600
252
348
719.2
4,450.1
3,730.9
0
0
1
0
0
0
38
0
9957_14496
21
23
1,649
0
0
718
0
0
1,500
bus_only
2,888
1,649
521
28
493
622.8
6,909.2
6,286.4
0
0
1
0
0
0
38
0
9957_14496
22
23
1,172
0
0
256
0
0
1,500
bus_only
2,153
1,172
725
252
473
869.6
4,484.5
3,614.9
0
0
1
0
0
0
38
0
9957_1454
0
10
858
0
300
595
26
1
3,200
bus+gtx
1,914
1,158
161
28
107
190.3
10,521.5
2,983.5
0
7,347.7
1
0
1
0
20
0
9957_1454
1
10
858
660
0
915
51
1
1,550
bus+train
3,440
1,518
1,007
28
928
1,205.3
11,913.3
2,983.5
7,724.5
0
1
1
0
20
20
1
9957_1454
2
10
3,418
0
0
755
0
0
1,500
bus_only
4,260
3,418
87
27
60
104
12,183.6
12,079.6
0
0
1
0
0
0
20
0
9957_1454
3
10
3,529
0
0
755
0
0
1,500
bus_only
4,625
3,529
341
27
314
407.9
12,791.7
12,383.8
0
0
1
0
0
0
20
0
9957_1454
4
10
3,083
0
0
823
31
1
1,700
bus_only
4,260
3,083
354
28
295
422.1
21,326.4
20,904.3
0
0
1
0
0
0
20
0
9957_1454
5
10
2,750
0
0
779
74
1
1,600
bus_only
3,928
2,750
399
28
297
476.5
19,005.3
18,528.8
0
0
1
0
0
0
20
0
9957_1454
6
10
3,323
0
0
724
0
1
1,500
bus_only
4,403
3,323
356
28
328
425.9
14,239.3
13,813.4
0
0
1
0
0
0
20
0
9957_1454
7
10
3,192
0
0
614
7
1
1,500
bus_only
4,236
3,192
430
95
328
513.8
12,174.5
11,660.8
0
0
1
0
0
0
20
0
9957_1454
8
10
2,833
0
0
993
0
2
1,500
bus_only
4,182
2,833
356
28
328
425.9
11,119
10,693.1
0
0
1
0
0
0
20
0
9957_1454
9
10
2,708
0
0
959
74
1
1,600
bus_only
4,265
2,708
598
28
496
714.4
18,950.8
18,236.3
0
0
1
0
0
0
20
0
9957_1455
0
12
672
0
180
834
27
1
3,200
bus+gtx
1,764
852
78
27
24
91.5
7,483.7
2,981.9
0
4,410.2
1
0
1
0
22
0
9957_1455
1
12
672
450
0
582
54
1
1,550
bus+train
1,812
1,122
108
27
27
128.1
7,825.6
2,981.9
4,715.5
0
1
1
0
22
22
1
9957_1455
2
12
3,218
0
0
684
0
0
1,500
bus_only
4,125
3,218
223
95
128
266.5
9,563.8
9,297.3
0
0
1
0
0
0
22
0
9957_1455
3
12
2,190
0
0
748
6
1
1,500
bus_only
3,217
2,190
279
27
246
333.2
7,846.8
7,513.6
0
0
1
0
0
0
22
0
9957_1455
4
12
2,358
0
0
754
0
0
1,500
bus_only
3,434
2,358
322
27
295
384.8
9,431.4
9,046.6
0
0
1
0
0
0
22
0
9957_1455
5
12
1,873
0
0
688
6
1
1,500
bus_only
3,026
1,873
465
27
432
556.6
7,473.3
6,916.6
0
0
1
0
0
0
22
0
9957_1455
6
12
3,054
0
0
684
0
0
1,500
bus_only
4,200
3,054
462
95
367
553.4
9,522.8
8,969.4
0
0
1
0
0
0
22
0
9957_1455
7
12
2,217
0
0
844
6
2
1,500
bus_only
3,482
2,217
421
27
388
503.7
8,176.4
7,672.7
0
0
1
0
0
0
22
0
9957_1455
8
12
2,195
0
0
826
6
2
1,500
bus_only
3,454
2,195
433
27
400
518.1
8,010.7
7,492.6
0
0
1
0
0
0
22
0
9957_1455
9
12
3,068
0
0
182
0
1
1,500
bus_only
3,745
3,068
495
95
400
593.3
10,138.7
9,545.4
0
0
1
0
0
0
22
0
9957_1455
10
12
2,197
0
0
326
7
2
1,500
bus_only
3,062
2,197
539
95
437
645.1
8,532.7
7,887.6
0
0
1
0
0
0
22
0
9957_1455
11
12
3,319
0
0
624
0
0
1,500
bus_only
4,438
3,319
495
95
400
593.3
10,138.7
9,545.4
0
0
1
0
0
0
22
0
9957_1456
0
20
668
600
0
406
35
1
1,550
bus+train
1,767
1,268
93
28
30
109
7,446.1
2,204.6
5,132.5
0
1
1
0
0
16
0.05
9957_1456
1
20
2,289
0
0
331
0
1
1,500
bus_only
2,890
2,289
270
95
175
323.7
7,955.4
7,631.7
0
0
1
0
0
0
16
0.05
9957_1456
2
20
2,800
0
0
126
0
0
1,500
bus_only
3,169
2,800
243
95
148
290.4
7,873.6
7,583.2
0
0
1
0
0
0
16
0.05
9957_1456
3
20
2,473
0
0
495
0
3
1,500
bus_only
3,315
2,473
347
28
319
414.6
8,390.5
7,975.9
0
0
1
0
0
0
16
0.05
9957_1456
4
20
2,636
0
0
291
0
1
1,500
bus_only
3,316
2,636
389
95
294
466.1
7,809.6
7,343.5
0
0
1
0
0
0
16
0.05
9957_1456
5
20
2,595
0
0
126
0
0
1,500
bus_only
3,233
2,595
512
95
417
613.9
7,781.6
7,167.7
0
0
1
0
0
0
16
0.05
9957_1456
6
20
1,920
0
0
550
104
2
1,500
bus_only
2,895
1,920
425
27
294
508
7,975.5
7,467.5
0
0
1
0
0
0
16
0.05
9957_1456
7
20
2,577
0
0
451
0
1
1,500
bus_only
3,463
2,577
435
95
340
521.6
8,681.5
8,159.9
0
0
1
0
0
0
16
0.05
9957_1456
8
20
2,082
0
0
550
104
2
1,500
bus_only
3,067
2,082
435
27
304
519.4
8,557.8
8,038.4
0
0
1
0
0
0
16
0.05
9957_1456
9
20
2,969
0
0
126
0
0
1,500
bus_only
3,628
2,969
533
95
438
637.7
8,755.5
8,117.8
0
0
1
0
0
0
16
0.05
9957_1456
10
20
2,582
0
0
486
0
1
1,500
bus_only
3,532
2,582
464
95
369
555.3
8,057.2
7,501.8
0
0
1
0
0
0
16
0.05
9957_1456
11
20
2,116
0
0
452
104
1
1,500
bus_only
3,123
2,116
555
27
424
663.2
8,776.7
8,113.5
0
0
1
0
0
0
16
0.05
9957_1456
12
20
2,410
0
0
331
0
1
1,500
bus_only
3,289
2,410
548
95
453
657.2
8,823.5
8,166.3
0
0
1
0
0
0
16
0.05
9957_1456
13
20
2,317
0
0
455
0
2
1,500
bus_only
3,269
2,317
497
28
469
595.1
7,934.2
7,339.1
0
0
1
0
0
0
16
0.05
9957_1456
14
20
2,045
0
0
1,004
0
3
1,500
bus_only
3,460
2,045
411
28
383
491.1
6,744.7
6,253.5
0
0
1
0
0
0
16
0.05
9957_1456
15
20
2,501
0
0
451
0
1
1,500
bus_only
3,529
2,501
577
95
482
692.3
8,567.3
7,875
0
0
1
0
0
0
16
0.05
9957_1456
16
20
2,344
0
0
669
0
3
1,500
bus_only
3,487
2,344
474
28
446
567
8,129.2
7,562.2
0
0
1
0
0
0
16
0.05
9957_1456
17
20
2,641
0
0
400
0
1
1,500
bus_only
3,674
2,641
633
95
538
759.5
7,856.3
7,096.7
0
0
1
0
0
0
16
0.05
9957_1456
18
20
2,464
0
0
511
0
1
1,500
bus_only
3,629
2,464
654
95
559
783.3
8,540.4
7,757.1
0
0
1
0
0
0
16
0.05
9957_1456
19
20
2,022
0
0
493
104
2
1,500
bus_only
3,172
2,022
657
27
526
785.5
8,235.4
7,449.9
0
0
1
0
0
0
16
0.05
9957_1457
0
4
591
450
0
412
35
1
1,550
bus+train
1,532
1,041
79
28
16
92.7
6,170
2,204.6
3,872.7
0
1
1
0
0
35
0.25
9957_1457
1
4
1,647
0
0
308
0
0
1,500
bus_only
2,063
1,647
108
27
81
128.1
6,068.5
5,940.4
0
0
1
0
0
0
35
0.25
9957_1457
2
4
1,541
0
0
368
0
0
1,500
bus_only
2,312
1,541
403
27
376
481.7
6,072.1
5,590.4
0
0
1
0
0
0
35
0.25
9957_1457
3
4
1,794
0
0
368
0
0
1,500
bus_only
2,577
1,794
415
27
388
496.4
6,769.8
6,273.4
0
0
1
0
0
0
35
0.25
9957_222
0
19
774
104
540
932
131
2
3,450
bus+train+gtx
2,665
1,418
315
27
157
375.8
19,927.8
2,981.9
1,586.8
14,983.2
1
1
1
0
21
0.052632
9957_222
1
19
925
0
540
706
334
2
3,450
bus+gtx
2,707
1,465
536
27
175
641.1
19,988.9
4,364.6
0
14,983.2
1
0
1
0
21
0.052632
9957_222
2
19
4,667
0
0
1,146
0
0
1,700
bus_only
6,101
4,667
288
28
260
343.2
21,120.8
20,777.7
0
0
1
0
0
0
21
0.052632
9957_222
3
19
5,319
0
0
539
0
1
1,700
bus_only
5,990
5,319
132
27
105
156.9
22,502.8
22,345.8
0
0
1
0
0
0
21
0.052632
9957_222
4
19
960
0
540
880
233
2
3,450
bus+gtx
2,745
1,500
365
27
105
435.5
19,753
4,334.3
0
14,983.2
1
0
1
0
21
0.052632
9957_222
5
19
1,306
0
540
1,065
137
2
3,450
bus+gtx
3,234
1,846
323
27
159
385.2
20,089.4
4,721
0
14,983.2
1
0
1
0
21
0.052632
9957_222
6
19
1,321
0
720
1,188
122
2
3,950
bus+gtx
3,545
2,041
316
27
167
376.4
25,681.3
6,454.8
0
18,850.2
1
0
1
0
21
0.052632
9957_222
7
19
1,403
0
540
1,005
137
2
3,450
bus+gtx
3,326
1,943
378
27
214
451.4
20,320.9
4,886.3
0
14,983.2
1
0
1
0
21
0.052632
9957_222
8
19
1,432
0
720
1,078
162
2
3,950
bus+gtx
3,594
2,152
364
27
175
434.4
26,587.5
7,302.9
0
18,850.2
1
0
1
0
21
0.052632
9957_222
9
19
1,119
0
540
1,277
137
3
3,450
bus+gtx
3,275
1,659
339
27
175
404.7
20,244.1
4,856.2
0
14,983.2
1
0
1
0
21
0.052632
9957_222
10
19
4,309
0
0
1,487
18
1
1,700
bus_only
5,947
4,309
151
28
105
178.1
21,075.2
20,897
0
0
1
0
0
0
21
0.052632
9957_222
11
19
1,043
0
540
770
233
2
3,450
bus+gtx
2,970
1,583
617
27
357
738.3
20,385.1
4,663.6
0
14,983.2
1
0
1
0
21
0.052632
9957_222
12
19
941
0
540
770
233
2
3,450
bus+gtx
2,888
1,481
637
27
377
761.8
19,719.9
3,974.8
0
14,983.2
1
0
1
0
21
0.052632
9957_222
13
19
5,284
0
0
439
0
1
1,700
bus_only
6,011
5,284
288
28
260
343.2
23,794.2
23,451
0
0
1
0
0
0
21
0.052632
9957_222
14
19
5,398
0
0
431
0
0
1,700
bus_only
6,181
5,398
352
27
325
421.1
22,841.7
22,420.6
0
0
1
0
0
0
21
0.052632
9957_222
15
19
5,285
0
0
431
0
0
1,700
bus_only
6,088
5,285
372
27
345
445
22,176.8
21,731.8
0
0
1
0
0
0
21
0.052632
9957_222
16
19
5,109
0
0
439
0
1
1,700
bus_only
5,948
5,109
400
28
372
478
23,528.2
23,050.2
0
0
1
0
0
0
21
0.052632
9957_222
17
19
4,630
0
0
567
219
1
1,700
bus_only
5,761
4,630
564
95
250
675.5
23,492.5
22,817
0
0
1
0
0
0
21
0.052632
9957_222
18
19
4,650
0
0
554
219
1
1,700
bus_only
5,814
4,650
610
95
296
731.8
22,676.7
21,944.9
0
0
1
0
0
0
21
0.052632
9957_8001060
0
14
504
0
0
345
0
0
1,500
bus_only
906
504
57
27
30
67.4
1,698.1
1,630.7
0
0
1
0
0
46
46
1