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
1003_2638
6
7
106
1,080
0
418
102
1
1,550
bus+train
2,128
1,186
524
26
396
626.8
8,742.5
206.9
7,908.9
0
1
1
0
0
55
0
1003_2639
0
16
972
300
0
412
67
1
1,550
bus+train
1,849
1,272
165
26
72
195.4
9,813.5
6,585.1
3,033.1
0
1
1
0
0
197
0
1003_2639
1
16
877
300
0
483
75
1
1,550
bus+train
1,833
1,177
173
26
72
204.8
9,621.8
6,383.9
3,033.1
0
1
1
0
0
197
0
1003_2639
2
16
1,367
0
0
456
0
0
1,500
bus_only
2,239
1,367
416
344
72
497.5
10,241.6
9,744.1
0
0
1
0
0
0
197
0
1003_2639
3
16
910
300
0
490
75
2
1,550
bus+train
1,860
1,210
160
26
59
189.4
9,968.3
6,745.8
3,033.1
0
1
1
0
0
197
0
1003_2639
4
16
341
1,080
0
464
99
1
1,550
bus+train
2,088
1,421
203
26
78
240.7
9,686.4
1,536.8
7,908.9
0
1
1
0
197
197
1
1003_2639
5
16
271
1,080
0
530
102
1
1,550
bus+train
2,087
1,351
206
26
78
244.7
9,527.1
1,373.6
7,908.9
0
1
1
0
0
197
0
1003_2639
6
16
913
300
0
668
75
2
1,550
bus+train
2,073
1,213
192
26
91
227.6
9,905.1
6,644.4
3,033.1
0
1
1
0
0
197
0
1003_2639
7
16
903
300
0
582
75
3
1,550
bus+train
1,977
1,203
192
26
91
227.6
9,905.1
6,644.4
3,033.1
0
1
1
0
0
197
0
1003_2639
8
16
935
300
0
490
75
2
1,550
bus+train
2,065
1,235
340
26
239
405
10,346.1
6,908
3,033.1
0
1
1
0
0
197
0
1003_2639
9
16
946
300
0
412
67
1
1,550
bus+train
2,158
1,246
500
26
407
598.1
9,916.2
6,285
3,033.1
0
1
1
0
0
197
0
1003_2639
10
16
851
300
0
483
75
1
1,550
bus+train
2,142
1,151
508
26
407
607.6
9,724.4
6,083.8
3,033.1
0
1
1
0
0
197
0
1003_2639
11
16
1,039
300
0
472
67
1
1,550
bus+train
2,345
1,339
534
26
441
637.3
10,727.3
7,057
3,033.1
0
1
1
0
0
197
0
1003_2639
12
16
944
300
0
543
75
1
1,550
bus+train
2,329
1,244
542
26
441
646.8
10,535.5
6,855.7
3,033.1
0
1
1
0
0
197
0
1003_2639
13
16
859
300
0
550
75
2
1,550
bus+train
2,206
1,159
497
26
396
593.2
9,982.9
6,356.6
3,033.1
0
1
1
0
0
197
0
1003_2639
14
16
1,341
0
0
456
0
0
1,500
bus_only
2,548
1,341
751
344
407
900.2
10,344.2
9,444
0
0
1
0
0
0
197
0
1003_2639
15
16
1,434
0
0
516
0
0
1,500
bus_only
2,735
1,434
785
344
441
939.4
11,155.4
10,216
0
0
1
0
0
0
197
0
1003_2640
0
14
0
1,360
0
604
97
1
1,550
train_only
2,102
1,360
138
26
15
163.5
10,476.6
0
10,313
0
0
1
0
604
604
1
1003_2640
1
14
308
1,440
0
455
40
1
1,550
bus+train
2,333
1,748
130
26
64
153.9
12,853.4
2,134.6
10,564.8
0
1
1
0
0
604
0
1003_2640
2
14
947
600
0
685
137
1
1,550
bus+train
2,531
1,547
299
26
136
356.9
11,623.7
6,339.9
4,926.9
0
1
1
0
0
604
0
1003_2640
3
14
1,367
300
0
556
75
2
1,550
bus+train
2,460
1,667
237
26
136
282.4
12,744.4
9,428.9
3,033.1
0
1
1
0
0
604
0
1003_2640
4
14
1,276
120
0
715
94
3
1,550
bus+train
2,367
1,396
256
26
136
305.6
10,871.6
9,187.6
1,378.4
0
1
1
0
0
604
0
1003_2640
5
14
268
1,200
0
505
93
1
1,550
bus+train
2,373
1,468
400
26
281
477.5
10,683
1,512.8
8,692.7
0
1
1
0
0
604
0
1003_2640
6
14
417
1,440
0
515
40
1
1,550
bus+train
2,736
1,857
364
26
298
434.9
13,457
2,457.3
10,564.8
0
1
1
0
0
604
0
1003_2640
7
14
1,320
300
0
616
75
2
1,550
bus+train
2,623
1,620
387
26
286
461.9
12,523.6
9,028.7
3,033.1
0
1
1
0
0
604
0
1003_2640
8
14
900
600
0
745
137
1
1,550
bus+train
2,694
1,500
449
26
286
536.5
11,403
5,939.6
4,926.9
0
1
1
0
0
604
0
1003_2640
9
14
213
1,440
0
455
40
1
1,550
bus+train
2,550
1,653
442
26
376
528.7
12,945.8
1,852.3
10,564.8
0
1
1
0
0
604
0
1003_2640
10
14
1,229
120
0
715
94
3
1,550
bus+train
2,499
1,349
435
26
315
520.2
10,686
8,787.3
1,378.4
0
1
1
0
0
604
0
1003_2640
11
14
205
1,200
0
505
93
1
1,550
bus+train
2,485
1,405
575
26
456
687.9
10,469.6
1,088.9
8,692.7
0
1
1
0
0
604
0
1003_2640
12
14
1,604
0
0
329
0
1
1,500
bus_only
2,592
1,604
659
344
315
789.6
11,979.7
11,190.1
0
0
1
0
0
0
604
0
1003_2640
13
14
360
1,440
0
739
40
1
1,550
bus+train
3,066
1,800
527
26
461
630.8
12,719.5
1,523.8
10,564.8
0
1
1
0
0
604
0
1003_2641
0
18
415
1,440
0
250
40
1
1,550
bus+train
2,284
1,855
179
26
113
212.9
12,255.8
1,478.1
10,564.8
0
1
1
0
0
342
0
1003_2641
1
18
0
1,460
0
398
97
1
1,550
train_only
2,062
1,460
204
26
81
243.1
11,353.8
0
11,110.7
0
0
1
0
342
342
1
1003_2641
2
18
439
1,440
0
338
58
1
1,550
bus+train
2,512
1,879
295
26
211
352.2
12,702.5
1,785.4
10,564.8
0
1
1
0
0
342
0
1003_2641
3
18
354
1,200
0
354
102
2
1,550
bus+train
2,247
1,554
339
26
211
405
10,944.8
1,847
8,692.7
0
1
1
0
0
342
0
1003_2641
4
18
320
1,200
0
327
102
1
1,550
bus+train
2,221
1,520
374
26
246
447.3
10,788.3
1,648.3
8,692.7
0
1
1
0
0
342
0
1003_2641
5
18
1,157
300
0
410
75
2
1,550
bus+train
2,214
1,457
347
26
246
414
11,536.5
8,089.4
3,033.1
0
1
1
0
0
342
0
1003_2641
6
18
335
1,440
0
310
40
1
1,550
bus+train
2,478
1,775
393
26
327
468.4
12,281.6
1,248.4
10,564.8
0
1
1
0
0
342
0
1003_2641
7
18
338
1,440
0
338
58
1
1,550
bus+train
2,638
1,778
522
26
438
624.4
12,607.6
1,418.3
10,564.8
0
1
1
0
0
342
0
1003_2641
8
18
289
1,440
0
338
58
1
1,550
bus+train
2,600
1,729
533
26
449
637.8
12,383.6
1,180.9
10,564.8
0
1
1
0
0
342
0
1003_2641
9
18
482
1,440
0
310
40
1
1,550
bus+train
2,789
1,922
557
26
491
666.3
13,263.6
2,032.5
10,564.8
0
1
1
0
0
342
0
1003_2641
10
18
2,206
120
0
907
94
2
1,550
bus+train
3,660
2,326
427
26
307
510.3
13,207.4
11,318.6
1,378.4
0
1
1
0
0
342
0
1003_2641
11
18
407
1,200
0
327
102
1
1,550
bus+train
2,553
1,607
619
26
491
741.1
11,791.2
2,357.4
8,692.7
0
1
1
0
0
342
0
1003_2641
12
18
1,344
300
0
596
75
2
1,550
bus+train
2,786
1,644
546
26
445
652.6
12,917.5
9,231.8
3,033.1
0
1
1
0
0
342
0
1003_2641
13
18
1,114
600
0
464
137
1
1,550
bus+train
2,786
1,714
608
26
445
727.1
12,995.6
7,341.6
4,926.9
0
1
1
0
0
342
0
1003_2641
14
18
1,147
300
0
622
75
3
1,550
bus+train
2,627
1,447
558
26
457
666.9
11,780.2
8,080.3
3,033.1
0
1
1
0
0
342
0
1003_2641
15
18
230
1,260
0
649
176
1
1,550
bus+train
2,904
1,490
765
26
563
916.2
14,395.9
1,368.5
12,111.3
0
1
1
0
0
342
0
1003_2641
16
18
1,496
300
0
927
57
2
1,550
bus+train
3,747
1,796
1,024
26
941
1,225.9
14,707.4
10,448.4
3,033.1
0
1
1
0
0
342
0
1003_2641
17
18
278
1,260
0
709
176
1
1,550
bus+train
3,390
1,538
1,143
26
941
1,369.3
15,494.4
2,013.8
12,111.3
0
1
1
0
0
342
0
1003_2642
0
11
0
1,590
0
677
97
1
1,550
train_only
2,403
1,590
136
26
13
160.8
12,625.7
0
12,464.9
0
0
1
0
391
392
0.997449
1003_2642
1
11
834
1,200
0
410
102
1
1,550
bus+train
2,624
2,034
180
26
52
214.8
12,837.3
3,929.8
8,692.7
0
1
1
0
0
392
0
1003_2642
2
11
695
1,440
0
341
54
1
1,650
bus+train
2,707
2,135
231
26
151
274.9
16,370.8
5,531.1
10,564.8
0
1
1
0
1
392
0.002551
1003_2642
3
11
876
1,200
0
410
102
1
1,550
bus+train
2,788
2,076
302
26
174
360.6
13,178.6
4,125.2
8,692.7
0
1
1
0
0
392
0
1003_2642
4
11
766
1,440
0
341
54
1
1,650
bus+train
2,878
2,206
331
26
251
395.1
16,777.2
5,817.3
10,564.8
0
1
1
0
0
392
0
1003_2642
5
11
799
1,200
0
410
102
1
1,550
bus+train
2,932
1,999
523
26
395
626.3
12,907
3,588
8,692.7
0
1
1
0
0
392
0
1003_2642
6
11
602
1,440
0
1,193
40
2
1,550
bus+train
3,602
2,042
367
26
301
438.4
14,238.9
3,235.6
10,564.8
0
1
1
0
0
392
0
1003_2642
7
11
818
1,440
0
401
54
1
1,650
bus+train
3,216
2,258
557
26
477
665.1
17,275.5
6,045.6
10,564.8
0
1
1
0
0
392
0
1003_2642
8
11
1,675
300
0
698
75
2
1,550
bus+train
3,309
1,975
636
26
535
760.8
15,194.5
11,400.6
3,033.1
0
1
1
0
0
392
0
1003_2642
9
11
894
1,200
0
1,017
102
2
1,550
bus+train
3,760
2,094
649
26
521
776.9
13,511.1
4,041.5
8,692.7
0
1
1
0
0
392
0
1003_2642
10
11
1,829
0
0
589
12
1
1,500
bus_only
3,309
1,829
891
344
535
1,067.2
14,058.4
12,991.3
0
0
1
0
0
0
392
0
1003_2643
0
12
577
1,440
0
671
54
1
1,650
bus+train
2,829
2,017
141
26
61
165.6
15,515
4,784.6
10,564.8
0
1
1
0
0
187
0
1003_2643
1
12
0
1,690
0
755
97
1
1,550
train_only
2,612
1,690
167
26
44
198.3
13,451.3
0
13,253
0
0
1
0
187
187
1
1003_2643
2
12
0
2,150
0
777
15
1
1,650
train_only
3,012
2,150
85
26
44
99.4
17,091
0
16,991.6
0
0
1
0
0
187
0
1003_2643
3
12
1,879
300
0
723
67
1
1,550
bus+train
3,097
2,179
195
26
102
231.4
14,044.1
10,779.7
3,033.1
0
1
1
0
0
187
0
1003_2643
4
12
1,842
300
0
783
67
1
1,550
bus+train
3,201
2,142
276
26
183
327.6
13,875.2
10,514.5
3,033.1
0
1
1
0
0
187
0
1003_2643
5
12
1,655
300
0
683
75
3
1,550
bus+train
2,841
1,955
203
26
102
240.9
13,916.7
10,642.7
3,033.1
0
1
1
0
0
187
0
1003_2643
6
12
622
1,440
0
671
54
1
1,650
bus+train
3,075
2,062
342
26
262
407.4
16,052.7
5,080.5
10,564.8
0
1
1
0
0
187
0
1003_2643
7
12
1,618
300
0
683
75
3
1,550
bus+train
2,902
1,918
301
26
200
359
13,769.6
10,377.6
3,033.1
0
1
1
0
0
187
0
1003_2643
8
12
503
1,440
0
611
54
1
1,650
bus+train
3,033
1,943
479
26
399
572.7
15,620.1
4,482.6
10,564.8
0
1
1
0
0
187
0
1003_2643
9
12
2,148
0
0
210
0
2
1,500
bus_only
2,902
2,148
544
344
200
651.6
14,389.4
13,737.8
0
0
1
0
0
0
187
0
1003_2643
10
12
1,956
300
0
723
67
1
1,550
bus+train
3,567
2,256
588
26
495
703.1
14,866.7
11,130.5
3,033.1
0
1
1
0
0
187
0
1003_2643
11
12
847
1,980
0
1,252
102
1
1,650
bus+train
4,644
2,827
565
26
437
675.6
17,870.8
2,011.4
15,183.8
0
1
1
0
0
187
0
1003_2644
0
10
483
1,440
0
555
54
1
1,550
bus+train
2,581
1,923
103
26
23
120.8
14,735.1
4,049.4
10,564.8
0
1
1
0
0
198
0
1003_2644
1
10
0
1,790
0
508
97
1
1,550
train_only
2,427
1,790
129
26
6
152.7
14,245.1
0
14,092.5
0
0
1
0
198
198
1
1003_2644
2
10
129
1,980
0
716
41
1
1,650
bus+train
3,007
2,109
182
26
115
215.7
16,277.4
877.9
15,183.8
0
1
1
0
0
198
0
1003_2644
3
10
1,621
300
0
516
67
1
1,550
bus+train
2,682
1,921
245
26
152
290.6
14,912.6
11,588.9
3,033.1
0
1
1
0
0
198
0
1003_2644
4
10
514
1,440
0
467
54
1
1,550
bus+train
2,730
1,954
309
26
229
368.7
14,953.3
4,019.8
10,564.8
0
1
1
0
0
198
0
1003_2644
5
10
1,578
300
0
516
67
1
1,550
bus+train
2,760
1,878
366
26
273
435.5
14,661.6
11,193
3,033.1
0
1
1
0
0
198
0
1003_2644
6
10
96
1,980
0
707
41
1
1,650
bus+train
3,161
2,076
378
26
311
450.8
16,272.9
638.4
15,183.8
0
1
1
0
0
198
0
1003_2644
7
10
893
1,200
0
577
102
1
1,550
bus+train
3,210
2,093
540
26
412
646.3
14,566.1
5,227.1
8,692.7
0
1
1
0
0
198
0
1003_2644
8
10
515
1,440
0
555
54
1
1,650
bus+train
3,078
1,955
568
26
488
677.9
15,725.3
4,482.6
10,564.8
0
1
1
0
0
198
0
1003_2644
9
10
1,576
840
0
688
43
2
1,650
bus+train
3,711
2,416
607
26
538
726.2
16,848.5
9,522.8
6,599.5
0
1
1
0
0
198
0
1003_2646
0
12
153
1,980
0
631
41
1
1,650
bus+train
2,885
2,133
121
26
54
142.4
16,184.4
858.2
15,183.8
0
1
1
0
255
256
1
1003_2646
1
12
293
1,980
0
441
93
1
1,650
bus+train
2,882
2,273
168
26
49
199.1
16,090.7
707.8
15,183.8
0
1
1
0
0
256
0
1003_2646
2
12
184
1,980
0
615
41
1
1,650
bus+train
3,031
2,164
252
26
185
299.9
16,612.4
1,128.7
15,183.8
0
1
1
0
0
256
0
1003_2646
3
12
125
1,980
0
855
41
1
1,650
bus+train
3,253
2,105
293
26
226
349.1
16,352.6
819.7
15,183.8
0
1
1
0
0
256
0
1003_2646
4
12
216
1,980
0
571
41
1
1,650
bus+train
3,155
2,196
388
26
321
463.2
16,755.1
1,108.1
15,183.8
0
1
1
0
0
256
0
1003_2646
5
12
1,272
1,200
0
973
45
1
1,650
bus+train
3,793
2,472
348
26
277
416.4
17,135.8
8,026.7
8,692.7
0
1
1
0
0
256
0
1003_2646
6
12
1,190
1,200
0
1,033
45
1
1,650
bus+train
3,806
2,390
383
26
312
458.1
16,681.4
7,530.6
8,692.7
0
1
1
0
0
256
0
1003_2646
7
12
489
1,980
0
984
41
1
1,650
bus+train
3,814
2,469
361
26
294
430.1
17,289.4
1,675.4
15,183.8
0
1
1
0
0
256
0
1003_2646
8
12
273
1,980
0
924
41
1
1,650
bus+train
3,594
2,253
417
26
350
498.6
16,799
1,116.6
15,183.8
0
1
1
0
0
256
0
1003_2646
9
12
2,689
0
0
476
110
1
1,700
bus_only
3,728
2,689
563
168
285
673.3
23,168.4
22,495.1
0
0
1
0
0
0
256
0
1003_2646
10
12
938
1,440
0
608
54
1
1,650
bus+train
3,539
2,378
553
26
473
660
16,891
5,666.2
10,564.8
0
1
1
0
0
256
0
1003_2646
11
12
1,061
1,440
0
666
54
1
1,650
bus+train
3,718
2,501
551
26
471
658
17,363.2
6,140.3
10,564.8
0
1
1
0
0
256
0
1003_2647
0
15
246
1,980
0
514
41
1
1,650
bus+train
2,820
2,226
80
26
13
93.4
17,027.7
1,750.5
15,183.8
0
1
1
0
0
241
0
1003_2647
1
15
0
2,110
0
293
97
1
1,650
train_only
2,682
2,110
279
26
156
333
17,145.4
0
16,812.4
0
0
1
0
237
241
0.991632
1003_2647
2
15
564
1,980
0
205
93
1
1,650
bus+train
2,888
2,544
139
26
20
164.2
16,885.2
1,537.1
15,183.8
0
1
1
0
0
241
0
1003_2647
3
15
693
1,980
0
609
41
1
1,650
bus+train
3,550
2,673
268
26
201
319
17,959.8
2,457
15,183.8
0
1
1
0
0
241
0
1003_2647
4
15
761
1,980
0
549
41
1
1,650
bus+train
3,616
2,741
326
26
259
388.8
18,331.9
2,759.3
15,183.8
0
1
1
0
0
241
0
1003_2647
5
15
659
1,980
0
205
93
1
1,650
bus+train
3,238
2,639
394
26
275
469.8
17,420.7
1,767.1
15,183.8
0
1
1
0
0
241
0