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
9935_4100063
0
6
696
0
0
395
175
1
1,500
bus_only
1,273
696
182
6
1
216.4
2,432.6
2,216.1
0
0
1
0
0
0
24
0
9935_4100063
1
6
523
0
0
263
0
0
1,500
bus_only
1,273
523
487
486
1
582.7
2,424
1,841.3
0
0
1
0
0
6
24
0.25
9935_4100063
2
6
626
0
0
906
0
0
1,500
bus_only
1,907
626
375
10
365
447.7
2,363.2
1,915.6
0
0
1
0
0
18
24
0.75
9935_4100063
3
6
616
0
0
395
175
1
1,500
bus_only
1,492
616
481
6
300
575.8
2,525
1,949.2
0
0
1
0
0
0
24
0
9935_4100063
4
6
443
0
0
263
0
0
1,500
bus_only
1,492
443
786
486
300
942.1
2,516.4
1,574.4
0
0
1
0
0
0
24
0
9935_4100063
5
6
628
0
0
263
0
0
1,500
bus_only
1,853
628
962
486
476
1,152.5
3,415.8
2,263.3
0
0
1
0
0
0
24
0
9935_4103594
0
23
988
0
0
527
5
1
1,500
bus_only
1,534
988
19
10
4
20.6
3,937.8
3,917.2
0
0
1
0
0
17
17
1
9935_4103594
1
23
426
570
0
290
15
1
1,550
bus+train
1,570
996
284
38
231
340
7,337.1
1,965.8
5,031.3
0
1
1
0
0
17
0
9935_4103594
2
23
1,237
0
0
380
0
0
1,500
bus_only
2,218
1,237
601
486
115
719.5
4,423.5
3,703.9
0
0
1
0
0
0
17
0
9935_4103594
3
23
1,395
0
0
598
5
1
1,500
bus_only
2,156
1,395
163
10
148
193.4
4,232.2
4,038.8
0
0
1
0
0
0
17
0
9935_4103594
4
23
916
0
0
587
5
1
1,500
bus_only
1,858
916
355
10
340
423.8
4,001.9
3,578.1
0
0
1
0
0
0
17
0
9935_4103594
5
23
1,327
0
0
660
5
1
1,500
bus_only
2,325
1,327
338
6
327
403.7
4,641.2
4,237.4
0
0
1
0
0
0
17
0
9935_4103594
6
23
1,689
0
0
267
39
1
1,500
bus_only
2,332
1,689
376
6
331
449.7
5,901.6
5,451.8
0
0
1
0
0
0
17
0
9935_4103594
7
23
1,467
0
0
260
91
1
1,500
bus_only
2,155
1,467
428
6
331
512.2
5,324.6
4,812.4
0
0
1
0
0
0
17
0
9935_4103594
8
23
1,124
0
0
759
3
2
1,500
bus_only
2,228
1,124
345
10
332
412.3
4,363.4
3,951.1
0
0
1
0
0
0
17
0
9935_4103594
9
23
1,046
0
0
759
3
2
1,500
bus_only
2,177
1,046
372
10
359
444.6
4,036.9
3,592.3
0
0
1
0
0
0
17
0
9935_4103594
10
23
1,215
0
0
864
5
2
1,500
bus_only
2,423
1,215
344
10
329
410.1
4,621
4,211
0
0
1
0
0
0
17
0
9935_4103594
11
23
1,089
0
0
672
5
2
1,500
bus_only
2,164
1,089
403
10
388
480.1
4,745.2
4,265
0
0
1
0
0
0
17
0
9935_4103594
12
23
1,849
0
0
267
39
1
1,500
bus_only
2,550
1,849
434
6
389
519.2
6,275.8
5,756.7
0
0
1
0
0
0
17
0
9935_4103594
13
23
1,249
0
0
368
153
1
1,500
bus_only
2,112
1,249
495
10
332
591.5
4,556.4
3,964.9
0
0
1
0
0
0
17
0
9935_4103594
14
23
1,627
0
0
260
91
1
1,500
bus_only
2,373
1,627
486
6
389
581.6
5,698.9
5,117.3
0
0
1
0
0
0
17
0
9935_4103594
15
23
1,161
0
0
368
153
1
1,500
bus_only
2,051
1,161
522
10
359
623.8
4,229.8
3,606
0
0
1
0
0
0
17
0
9935_4103594
16
23
883
0
0
527
5
1
1,500
bus_only
1,954
883
544
10
529
650.6
4,098.7
3,448.1
0
0
1
0
0
0
17
0
9935_4103594
17
23
1,221
0
0
720
5
1
1,500
bus_only
2,441
1,221
500
6
489
597.6
4,485.1
3,887.4
0
0
1
0
0
0
17
0
9935_4103594
18
23
1,539
0
0
327
39
1
1,500
bus_only
2,401
1,539
535
6
490
640
5,742.8
5,102.7
0
0
1
0
0
0
17
0
9935_4103594
19
23
1,317
0
0
320
91
1
1,500
bus_only
2,224
1,317
587
6
490
702.5
5,165.8
4,463.3
0
0
1
0
0
0
17
0
9935_4103594
20
23
1,180
0
0
612
5
2
1,500
bus_only
2,348
1,180
556
10
541
664.9
5,269.9
4,605
0
0
1
0
0
0
17
0
9935_4103594
21
23
1,398
0
0
380
0
0
1,500
bus_only
2,638
1,398
860
486
374
1,029.9
4,964.6
3,934.7
0
0
1
0
0
0
17
0
9935_4103594
22
23
1,070
0
0
380
0
0
1,500
bus_only
2,384
1,070
934
486
448
1,119.7
4,221.9
3,102.3
0
0
1
0
0
0
17
0
9935_72286
0
9
681
0
0
589
0
0
1,500
bus_only
1,366
681
96
10
86
113
2,335.1
2,222.1
0
0
1
0
0
13
13
1
9935_72286
1
9
705
0
0
225
265
1
1,500
bus_only
1,296
705
366
6
95
438.3
2,978.9
2,540.6
0
0
1
0
0
0
13
0
9935_72286
2
9
628
0
0
649
0
0
1,500
bus_only
1,544
628
267
10
257
318.2
2,233.8
1,915.6
0
0
1
0
0
0
13
0
9935_72286
3
9
501
0
0
737
5
1
1,500
bus_only
1,620
501
382
10
367
455.1
2,364.3
1,909.2
0
0
1
0
0
0
13
0
9935_72286
4
9
802
0
0
589
0
0
1,500
bus_only
1,869
802
478
10
468
571.6
3,133.7
2,562.1
0
0
1
0
0
0
13
0
9935_72286
5
9
629
0
0
285
265
1
1,500
bus_only
1,441
629
527
6
256
630.1
2,855.7
2,225.6
0
0
1
0
0
0
13
0
9935_72286
6
9
805
0
0
236
175
1
1,500
bus_only
1,589
805
548
6
367
655.2
2,604.4
1,949.2
0
0
1
0
0
0
13
0
9935_72286
7
9
789
0
0
225
265
1
1,500
bus_only
1,751
789
737
6
466
883.1
3,754.4
2,871.2
0
0
1
0
0
0
13
0
9935_72286
8
9
626
0
0
110
0
0
1,500
bus_only
1,589
626
853
486
367
1,021.5
2,595.9
1,574.4
0
0
1
0
0
0
13
0
9935_8001638
0
11
1,433
0
0
786
0
0
1,500
bus_only
2,265
1,433
46
10
36
53
4,891.5
4,838.4
0
0
1
0
0
89
89
1
9935_8001638
1
11
830
0
180
748
171
2
3,200
bus+gtx
1,995
1,010
237
6
60
281.4
7,038.4
2,346.7
0
4,410.2
1
0
1
0
89
0
9935_8001638
2
11
1,556
0
0
846
0
0
1,500
bus_only
2,857
1,556
455
10
445
543.8
5,783.4
5,239.5
0
0
1
0
0
0
89
0
9935_8001638
3
11
799
0
180
811
188
2
3,200
bus+gtx
2,038
979
248
6
54
294.5
7,034.5
2,329.8
0
4,410.2
1
0
1
0
89
0
9935_8001638
4
11
1,522
0
0
323
230
1
1,500
bus_only
2,120
1,522
275
6
39
327.8
5,846.4
5,518.7
0
0
1
0
0
0
89
0
9935_8001638
5
11
508
570
0
494
117
2
1,550
bus+train
2,128
1,078
556
38
401
664.8
7,925.8
2,128.6
5,132.5
0
1
1
0
0
89
0
9935_8001638
6
11
717
0
180
808
171
2
3,200
bus+gtx
2,319
897
614
6
437
732.6
7,094.8
1,951.9
0
4,410.2
1
0
1
0
89
0
9935_8001638
7
11
599
570
0
434
117
2
1,550
bus+train
2,197
1,169
594
38
439
711.4
8,348
2,504.2
5,132.5
0
1
1
0
0
89
0
9935_8001638
8
11
831
0
180
870
171
2
3,200
bus+gtx
2,481
1,011
600
6
423
717
7,188.6
2,061.3
0
4,410.2
1
0
1
0
89
0
9935_8001638
9
11
1,659
0
0
383
230
1
1,500
bus_only
2,724
1,659
682
6
446
815.5
6,732.7
5,917.2
0
0
1
0
0
0
89
0
9935_8001638
10
11
718
0
180
1,019
171
2
3,200
bus+gtx
2,594
898
677
6
500
809.2
7,426.7
2,207.3
0
4,410.2
1
0
1
0
89
0
9935_8001643
0
9
2,045
0
0
744
0
0
1,500
bus_only
2,804
2,045
15
10
5
16.8
8,203.6
8,186.7
0
0
1
0
0
16
16
1
9935_8001643
1
9
891
450
0
832
241
2
1,550
bus+train
2,425
1,341
252
6
5
300
8,716
3,700.5
4,715.5
0
1
1
0
0
16
0
9935_8001643
2
9
2,120
0
0
744
0
0
1,500
bus_only
3,204
2,120
340
10
330
405.9
8,889.5
8,483.5
0
0
1
0
0
0
16
0
9935_8001643
3
9
2,514
0
0
217
0
1
1,500
bus_only
3,070
2,514
339
6
333
405.5
10,090.8
9,685.2
0
0
1
0
0
0
16
0
9935_8001643
4
9
585
660
0
1,263
114
2
1,550
bus+train
2,912
1,245
404
6
284
482.4
10,145.4
1,938.6
7,724.5
0
1
1
0
0
16
0
9935_8001643
5
9
480
660
0
1,346
114
2
1,550
bus+train
2,940
1,140
454
6
334
542.1
10,139.5
1,872.9
7,724.5
0
1
1
0
0
16
0
9935_8001643
6
9
499
660
0
816
220
2
1,550
bus+train
2,535
1,159
560
6
334
669.8
10,116
1,721.7
7,724.5
0
1
1
0
0
16
0
9935_8001643
7
9
647
660
0
1,263
114
2
1,550
bus+train
3,132
1,307
562
6
442
671
10,490.8
2,095.3
7,724.5
0
1
1
0
0
16
0
9935_8001643
8
9
803
660
0
876
220
2
1,550
bus+train
3,063
1,463
724
6
498
865.9
11,050.5
2,460.1
7,724.5
0
1
1
0
0
16
0
9935_8001745
0
5
1,449
0
0
503
0
0
1,500
bus_only
2,031
1,449
79
10
69
92.4
5,649.7
5,557.3
0
0
1
0
0
39
39
1
9935_8001745
1
5
283
0
180
583
77
1
3,200
bus+gtx
1,521
463
475
6
392
568
6,338.5
1,360.3
0
4,410.2
1
0
1
0
39
0
9935_8001745
2
5
1,526
0
0
503
0
0
1,500
bus_only
2,245
1,526
216
10
206
257.4
6,058.8
5,801.4
0
0
1
0
0
0
39
0
9935_8001745
3
5
1,335
0
0
443
0
0
1,500
bus_only
2,209
1,335
431
10
421
515.7
5,755.3
5,239.5
0
0
1
0
0
0
39
0
9935_8001745
4
5
432
0
180
688
140
2
3,200
bus+gtx
1,889
612
589
6
443
703.7
7,111
1,997
0
4,410.2
1
0
1
0
39
0
9935_8001908
0
6
283
390
540
673
89
2
3,700
bus+train+gtx
2,097
1,213
211
6
116
249.2
20,630.7
1,360.3
4,038.1
14,983.2
1
1
1
0
29
0
9935_8001908
1
6
1,080
0
720
816
212
2
3,950
bus+gtx
3,211
1,800
595
6
377
711.2
27,324.5
7,763.2
0
18,850.2
1
0
1
0
29
0
9935_8001908
2
6
4,444
0
0
843
0
0
1,600
bus_only
5,298
4,444
11
10
1
11.4
19,464.9
19,453.5
0
0
1
0
0
29
29
1
9935_8001908
3
6
4,641
0
0
843
0
0
1,700
bus_only
5,628
4,641
144
10
134
171.3
20,404.3
20,233
0
0
1
0
0
0
29
0
9935_8001908
4
6
4,534
0
0
903
0
0
1,600
bus_only
5,848
4,534
411
10
401
490.8
20,320.2
19,829.4
0
0
1
0
0
0
29
0
9935_8001908
5
6
283
396
540
995
181
3
3,700
bus+train+gtx
3,307
1,219
1,093
6
906
1,307.9
21,974.4
1,360.3
4,323
14,983.2
1
1
1
0
29
0
9935_8002971
0
2
1,065
0
0
258
0
0
1,500
bus_only
1,350
1,065
27
10
17
30.1
4,073
4,042.8
0
0
1
0
0
53
53
1
9935_8002971
1
2
1,122
0
0
198
0
0
1,500
bus_only
1,637
1,122
317
10
307
378.1
4,704.1
4,326
0
0
1
0
0
0
53
0
9935_8448
0
2
396
0
0
640
0
0
1,500
bus_only
1,082
396
46
10
36
52.1
1,660.3
1,608.2
0
0
1
0
0
112
112
1
9935_8448
1
2
577
0
0
580
0
0
1,500
bus_only
1,549
577
392
10
382
468.5
2,384.1
1,915.6
0
0
1
0
0
0
112
0
9935_8502850
0
2
1,732
0
0
307
0
0
1,500
bus_only
2,212
1,732
173
10
163
205.3
6,943
6,737.6
0
0
1
0
0
17
17
1
9935_8502850
1
2
479
0
180
867
217
2
3,200
bus+gtx
1,912
659
386
6
163
459.7
7,166.5
2,296.5
0
4,410.2
1
0
1
0
17
0
9935_8507
0
5
549
0
0
317
0
0
1,500
bus_only
898
549
32
10
22
35.7
1,951.3
1,915.6
0
0
1
0
0
44
44
1
9935_8507
1
5
390
0
0
257
0
0
1,500
bus_only
995
390
348
10
338
416.1
2,024.3
1,608.2
0
0
1
0
0
0
44
0
9935_8507
2
5
601
0
0
257
0
0
1,500
bus_only
1,219
601
361
10
351
432.1
2,654.2
2,222.1
0
0
1
0
0
0
44
0
9935_8507
3
5
403
0
0
70
0
0
1,500
bus_only
1,143
403
670
486
184
802.5
2,376.9
1,574.4
0
0
1
0
0
0
44
0
9935_8507
4
5
468
0
0
70
0
0
1,500
bus_only
1,495
468
957
486
471
1,146.6
2,987.8
1,841.3
0
0
1
0
0
0
44
0
9935_8585
0
3
789
0
0
385
0
0
1,500
bus_only
1,213
789
39
10
29
44.4
2,606.5
2,562.1
0
0
1
0
0
17
17
1
9935_8585
1
3
684
0
0
325
0
0
1,500
bus_only
1,388
684
379
10
369
453.5
2,675.6
2,222.1
0
0
1
0
0
0
17
0
9935_8585
2
3
834
0
0
385
0
0
1,500
bus_only
1,510
834
291
10
281
347
3,156.2
2,809.3
0
0
1
0
0
0
17
0
9935_8609
0
2
856
0
0
339
0
0
1,500
bus_only
1,266
856
71
10
61
82.5
2,891.8
2,809.3
0
0
1
0
0
43
43
1
9935_8609
1
2
802
0
0
279
0
0
1,500
bus_only
1,309
802
228
10
218
272.4
2,834.5
2,562.1
0
0
1
0
0
0
43
0
9935_8692
0
2
1,178
0
0
173
0
0
1,500
bus_only
1,379
1,178
28
10
18
31.1
4,357.1
4,326
0
0
1
0
0
57
57
1
9935_8692
1
2
1,119
0
0
113
0
0
1,500
bus_only
1,570
1,119
338
10
328
403.4
4,446.2
4,042.8
0
0
1
0
0
0
57
0
9935_8758
0
8
1,607
0
0
733
0
0
1,500
bus_only
2,367
1,607
27
10
17
30.9
5,832.2
5,801.4
0
0
1
0
0
37
37
1
9935_8758
1
8
502
0
180
580
108
1
3,200
bus+gtx
1,548
682
286
6
172
341.2
6,066.6
1,315.1
0
4,410.2
1
0
1
0
37
0
9935_8758
2
8
1,530
0
0
793
0
0
1,500
bus_only
2,625
1,530
302
10
292
360.1
5,917.4
5,557.3
0
0
1
0
0
0
37
0
9935_8758
3
8
2,080
0
0
214
0
2
1,500
bus_only
2,685
2,080
391
6
385
468.7
7,858.7
7,390
0
0
1
0
0
0
37
0
9935_8758
4
8
1,616
0
0
329
170
1
1,500
bus_only
2,408
1,616
463
6
287
554.2
7,538
6,983.8
0
0
1
0
0
0
37
0
9935_8758
5
8
2,020
0
0
179
0
1
1,500
bus_only
2,701
2,020
502
6
496
601.6
7,863.2
7,261.7
0
0
1
0
0
0
37
0
9935_8758
6
8
2,938
0
0
118
0
0
1,500
bus_only
3,558
2,938
502
6
496
601.6
9,350.2
8,748.7
0
0
1
0
0
0
37
0
9935_8758
7
8
1,664
0
0
450
0
2
1,500
bus_only
2,670
1,664
556
6
550
665.4
7,110.7
6,445.3
0
0
1
0
0
0
37
0
9935_8790
0
7
1,918
0
0
130
0
0
1,500
bus_only
2,077
1,918
29
10
19
33.3
7,370.5
7,337.2
0
0
1
0
0
23
23
1
9935_8790
1
7
665
0
180
690
217
2
3,200
bus+gtx
1,777
845
242
6
19
287.6
7,594
2,896.1
0
4,410.2
1
0
1
0
23
0
9935_8790
2
7
1,998
0
0
130
0
0
1,500
bus_only
2,462
1,998
334
10
324
399.6
8,009.7
7,610.1
0
0
1
0
0
0
23
0
9935_8790
3
7
615
0
300
674
159
2
3,200
bus+gtx
1,802
915
213
6
48
252.8
10,621.8
3,021.2
0
7,347.7
1
0
1
0
23
0
9935_8790
4
7
648
0
300
695
159
2
3,200
bus+gtx
1,861
948
218
6
53
258.7
10,627.2
3,020.8
0
7,347.7
1
0
1
0
23
0