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
9959_8637
12
13
1,380
0
0
654
0
0
1,500
bus_only
2,549
1,380
515
3
512
616.7
4,302.6
3,685.8
0
0
1
0
0
0
13
0
9959_8790
0
4
1,504
0
0
220
0
0
1,500
bus_only
1,745
1,504
21
3
18
24.3
4,253.6
4,229.3
0
0
1
0
0
29
29
1
9959_8790
1
4
1,300
0
0
274
4
1
1,500
bus_only
1,600
1,300
26
3
19
29.6
4,260.4
4,230.8
0
0
1
0
0
0
29
0
9959_8790
2
4
1,617
0
0
220
0
0
1,500
bus_only
2,164
1,617
327
3
324
391.6
4,893.1
4,501.5
0
0
1
0
0
0
29
0
9959_8790
3
4
1,385
0
0
274
4
1
1,500
bus_only
1,990
1,385
331
3
324
396
4,899.7
4,503.7
0
0
1
0
0
0
29
0
9959_8879
0
4
1,805
0
0
123
0
0
1,500
bus_only
1,943
1,805
15
3
12
16.9
5,935.4
5,918.6
0
0
1
0
0
14
14
1
9959_8879
1
4
346
450
0
573
77
1
1,550
bus+train
1,495
796
126
3
46
149
7,172.3
1,360.8
5,662.5
0
1
1
0
0
14
0
9959_8879
2
4
1,916
0
0
183
0
0
1,500
bus_only
2,456
1,916
357
3
354
427.2
6,649.8
6,222.6
0
0
1
0
0
0
14
0
9959_8879
3
4
1,030
0
120
458
63
1
3,200
bus+gtx
1,791
1,150
183
3
117
218.1
6,414.5
3,259
0
2,937.5
1
0
1
0
14
0
9960_1003
0
7
809
180
0
770
61
1
1,550
bus+train
1,852
989
93
6
26
109.5
6,264
3,514.2
2,640.3
0
1
1
0
33
33
1
9960_1003
1
7
832
0
0
450
43
1
1,500
bus_only
1,592
832
310
6
261
368
6,966
6,598
0
0
1
0
0
0
33
0
9960_1003
2
7
1,146
0
0
119
0
0
1,500
bus_only
1,889
1,146
624
363
261
746
7,598.2
6,852.2
0
0
1
0
0
0
33
0
9960_1003
3
7
814
510
0
516
10
1
1,550
bus+train
2,202
1,324
362
6
346
431.5
10,711.6
5,371.1
4,909.1
0
1
1
0
0
33
0
9960_1003
4
7
853
0
0
703
43
2
1,500
bus_only
1,924
853
368
6
319
438.4
7,368.1
6,929.7
0
0
1
0
0
0
33
0
9960_1003
5
7
829
180
0
303
61
1
1,550
bus+train
2,190
1,009
878
363
454
1,051.9
7,608.7
3,916.6
2,640.3
0
1
1
0
0
33
0
9960_1003
6
7
2,527
0
0
119
0
0
1,600
bus_only
3,681
2,527
1,035
363
672
1,240.7
17,741.2
16,500.5
0
0
1
0
0
0
33
0
9960_10076
0
5
161
0
0
96
0
0
1,500
bus_only
269
161
12
6
6
12.5
873.5
860.9
0
0
1
0
0
126
126
1
9960_10076
1
5
190
0
0
96
0
0
1,500
bus_only
566
190
280
6
274
334
1,435.4
1,101.4
0
0
1
0
0
0
126
0
9960_10076
2
5
225
0
0
96
0
0
1,500
bus_only
706
225
385
6
379
460.5
1,683
1,222.5
0
0
1
0
0
0
126
0
9960_10076
3
5
94
0
0
96
0
0
1,500
bus_only
603
94
413
6
407
493.6
991.3
497.6
0
0
1
0
0
0
126
0
9960_10076
4
5
286
0
0
96
0
0
1,500
bus_only
853
286
471
6
465
563.4
2,063.8
1,500.3
0
0
1
0
0
0
126
0
9960_13372
0
4
600
0
0
242
0
0
1,500
bus_only
849
600
7
6
1
6.9
2,115.2
2,108.4
0
0
1
0
0
25
25
1
9960_13372
1
4
556
0
0
242
0
0
1,500
bus_only
1,172
556
374
6
368
446.9
2,228.2
1,781.3
0
0
1
0
0
0
25
0
9960_13372
2
4
663
0
0
242
0
0
1,500
bus_only
1,309
663
404
6
398
483.3
2,944.6
2,461.3
0
0
1
0
0
0
25
0
9960_13372
3
4
524
0
0
302
0
0
1,500
bus_only
1,333
524
507
6
501
606.4
2,228
1,621.6
0
0
1
0
0
0
25
0
9960_151
0
9
846
660
0
639
61
1
1,550
bus+train
2,233
1,506
88
6
21
104.2
10,473.3
3,514.2
6,854.9
0
1
1
0
16
16
1
9960_151
1
9
1,430
0
0
505
43
1
1,500
bus_only
2,409
1,430
474
6
425
566.4
11,341.3
10,775
0
0
1
0
0
0
16
0
9960_151
2
9
1,901
0
0
209
0
0
1,500
bus_only
2,795
1,901
685
363
322
820.4
12,566.7
11,746.4
0
0
1
0
0
0
16
0
9960_151
3
9
1,531
0
0
605
43
2
1,500
bus_only
2,418
1,531
282
6
233
336.2
11,695.3
11,359.1
0
0
1
0
0
0
16
0
9960_151
4
9
1,504
0
0
565
43
1
1,500
bus_only
2,410
1,504
341
6
292
405.9
11,872.1
11,466.2
0
0
1
0
0
0
16
0
9960_151
5
9
1,874
0
0
593
0
1
1,500
bus_only
2,833
1,874
366
6
360
437
11,781.1
11,344
0
0
1
0
0
0
16
0
9960_151
6
9
1,940
0
0
690
0
2
1,500
bus_only
2,969
1,940
339
6
333
404.4
12,369.3
11,965
0
0
1
0
0
0
16
0
9960_151
7
9
1,523
0
0
773
43
3
1,500
bus_only
2,733
1,523
437
6
388
522
12,014.2
11,492.2
0
0
1
0
0
0
16
0
9960_151
8
9
2,044
0
0
209
0
0
1,500
bus_only
3,043
2,044
790
363
427
946.3
13,342.8
12,396.5
0
0
1
0
0
0
16
0
9960_152
0
12
817
810
0
611
61
1
1,550
bus+train
2,329
1,627
91
6
24
107.5
11,188.9
3,514.2
7,567.2
0
1
1
0
35
35
1
9960_152
1
12
1,508
0
0
519
43
1
1,500
bus_only
2,284
1,508
257
6
208
305.9
12,154.3
11,848.5
0
0
1
0
0
0
35
0
9960_152
2
12
1,843
0
0
427
0
0
1,500
bus_only
3,052
1,843
782
363
419
936.6
12,683
11,746.4
0
0
1
0
0
0
35
0
9960_152
3
12
1,999
0
0
347
0
2
1,500
bus_only
2,575
1,999
229
26
203
273
12,881.8
12,608.8
0
0
1
0
0
0
35
0
9960_152
4
12
1,545
0
0
519
43
1
1,500
bus_only
2,296
1,545
232
6
183
275.2
12,470
12,194.8
0
0
1
0
0
0
35
0
9960_152
5
12
1,521
0
0
510
43
1
1,500
bus_only
2,388
1,521
357
6
308
425.4
12,357.3
11,931.9
0
0
1
0
0
0
35
0
9960_152
6
12
2,343
0
0
430
19
1
1,600
bus_only
3,063
2,343
290
6
265
345.4
17,092.8
16,747.5
0
0
1
0
0
0
35
0
9960_152
7
12
1,955
0
0
360
0
2
1,500
bus_only
2,606
1,955
291
26
265
347.3
13,384.2
13,036.9
0
0
1
0
0
0
35
0
9960_152
8
12
1,544
0
0
661
43
2
1,500
bus_only
2,519
1,544
314
6
265
373.7
12,574.9
12,201.2
0
0
1
0
0
0
35
0
9960_152
9
12
1,485
0
0
573
43
3
1,500
bus_only
2,402
1,485
344
6
295
409.7
12,088.9
11,679.2
0
0
1
0
0
0
35
0
9960_152
10
12
1,603
0
0
730
43
2
1,500
bus_only
2,878
1,603
545
6
496
650.8
13,136.9
12,486.1
0
0
1
0
0
0
35
0
9960_152
11
12
1,609
0
0
650
43
3
1,500
bus_only
2,804
1,609
545
6
496
650.8
12,756.9
12,106.1
0
0
1
0
0
0
35
0
9960_2733
0
8
619
1,150
0
493
54
1
1,550
bus+train
2,329
1,769
67
6
7
78
12,974.7
2,461.3
10,435.4
0
1
1
0
18
18
1
9960_2733
1
8
373
930
0
679
84
2
1,550
bus+train
2,079
1,303
97
6
7
113.1
11,467.8
2,646
8,708.7
0
1
1
0
0
18
0
9960_2733
2
8
2,248
0
0
620
0
1
1,600
bus_only
3,040
2,248
172
6
166
205.2
15,477.4
15,272.2
0
0
1
0
0
0
18
0
9960_2733
3
8
1,519
0
0
725
0
2
1,500
bus_only
2,416
1,519
172
6
166
205.2
11,215.6
11,010.4
0
0
1
0
0
0
18
0
9960_2733
4
8
2,301
0
0
620
0
1
1,600
bus_only
3,291
2,301
370
6
364
442.5
16,156.5
15,714
0
0
1
0
0
0
18
0
9960_2733
5
8
1,569
0
0
785
0
2
1,500
bus_only
2,826
1,569
472
6
466
563.2
12,171.7
11,608.5
0
0
1
0
0
0
18
0
9960_2733
6
8
3,028
0
0
769
43
3
1,700
bus_only
4,350
3,028
553
6
504
660.6
22,389.3
21,728.7
0
0
1
0
0
0
18
0
9960_2733
7
8
3,510
0
0
1,056
26
2
1,700
bus_only
5,102
3,510
536
6
504
641.1
22,269.2
21,628.2
0
0
1
0
0
0
18
0
9960_2734
0
7
653
1,010
0
503
54
1
1,550
bus+train
2,266
1,663
100
6
40
117.5
12,044.8
2,461.3
9,466
0
1
1
0
18
18
1
9960_2734
1
7
1,443
0
0
582
0
1
1,500
bus_only
2,312
1,443
287
6
281
342.5
10,320.3
9,977.8
0
0
1
0
0
0
18
0
9960_2734
2
7
1,822
0
0
697
43
1
1,500
bus_only
2,637
1,822
118
6
69
139.9
13,386.4
13,246.5
0
0
1
0
0
0
18
0
9960_2734
3
7
1,481
0
0
740
0
2
1,500
bus_only
2,476
1,481
255
6
249
303.8
10,604.4
10,300.6
0
0
1
0
0
0
18
0
9960_2734
4
7
2,016
0
0
642
0
1
1,500
bus_only
3,162
2,016
504
6
498
602.9
11,136
10,533.1
0
0
1
0
0
0
18
0
9960_2734
5
7
1,877
0
0
595
43
1
1,500
bus_only
3,022
1,877
550
6
501
657.9
14,075.1
13,417.2
0
0
1
0
0
0
18
0
9960_2734
6
7
1,637
0
0
722
59
1
1,500
bus_only
2,925
1,637
566
6
501
676
12,391.3
11,715.3
0
0
1
0
0
0
18
0
9960_2739
0
24
653
370
0
461
54
1
1,550
bus+train
1,560
1,023
76
6
16
88.7
6,274
2,461.3
3,724
0
1
1
0
14
14
1
9960_2739
1
24
365
150
0
579
84
2
1,550
bus+train
1,200
515
106
6
16
123.8
4,767.1
2,646
1,997.3
0
1
1
0
0
14
0
9960_2739
2
24
1,105
0
0
864
78
1
1,500
bus_only
2,177
1,105
208
6
124
247.4
4,259.5
4,012.2
0
0
1
0
0
0
14
0
9960_2739
3
24
917
0
0
561
48
2
1,500
bus_only
1,580
917
102
6
48
119.4
6,602.4
6,483
0
0
1
0
0
0
14
0
9960_2739
4
24
858
0
0
397
271
1
1,500
bus_only
1,580
858
325
6
48
386.9
6,060.9
5,674
0
0
1
0
0
0
14
0
9960_2739
5
24
883
0
0
561
48
2
1,500
bus_only
1,691
883
247
6
193
292.7
6,539.6
6,246.8
0
0
1
0
0
0
14
0
9960_2739
6
24
1,757
0
0
459
23
1
1,500
bus_only
2,451
1,757
235
6
206
280.2
7,965
7,684.8
0
0
1
0
0
0
14
0
9960_2739
7
24
1,041
0
0
864
78
1
1,500
bus_only
2,167
1,041
262
6
178
312.3
4,057.4
3,745
0
0
1
0
0
0
14
0
9960_2739
8
24
923
0
0
901
63
1
1,500
bus_only
2,109
923
285
6
216
339.3
6,775.6
6,436.3
0
0
1
0
0
0
14
0
9960_2739
9
24
1,177
0
0
793
0
1
1,500
bus_only
2,302
1,177
332
6
326
395.9
6,089.5
5,693.6
0
0
1
0
0
0
14
0
9960_2739
10
24
937
0
0
864
78
1
1,500
bus_only
2,175
937
374
6
290
446.8
4,090.1
3,643.3
0
0
1
0
0
0
14
0
9960_2739
11
24
824
0
0
397
271
1
1,500
bus_only
1,691
824
470
6
193
560.3
5,998.1
5,437.8
0
0
1
0
0
0
14
0
9960_2739
12
24
1,162
0
0
851
0
1
1,500
bus_only
2,380
1,162
367
6
361
438
6,280.9
5,842.9
0
0
1
0
0
0
14
0
9960_2739
13
24
1,649
0
0
459
23
1
1,500
bus_only
2,492
1,649
384
6
355
458.4
7,645.4
7,187.1
0
0
1
0
0
0
14
0
9960_2739
14
24
932
0
0
474
88
2
1,500
bus_only
1,855
932
449
6
355
535.5
5,623.6
5,088.1
0
0
1
0
0
0
14
0
9960_2739
15
24
1,131
0
0
851
0
1
1,500
bus_only
2,404
1,131
422
6
416
504.6
6,221.7
5,717.1
0
0
1
0
0
0
14
0
9960_2739
16
24
942
0
0
501
48
2
1,500
bus_only
1,881
942
438
6
384
522.9
7,301.8
6,779
0
0
1
0
0
0
14
0
9960_2739
17
24
982
0
0
961
63
1
1,500
bus_only
2,395
982
452
6
383
538.5
7,506.9
6,968.4
0
0
1
0
0
0
14
0
9960_2739
18
24
865
0
0
864
78
1
1,500
bus_only
2,249
865
520
6
436
622.4
4,002.1
3,379.6
0
0
1
0
0
0
14
0
9960_2739
19
24
1,174
0
0
859
0
1
1,500
bus_only
2,514
1,174
481
6
475
575.6
6,409.5
5,833.9
0
0
1
0
0
0
14
0
9960_2739
20
24
1,205
0
0
791
0
1
1,500
bus_only
2,494
1,205
498
6
492
595.8
6,646.9
6,051.1
0
0
1
0
0
0
14
0
9960_2739
21
24
883
0
0
397
271
1
1,500
bus_only
1,940
883
660
6
383
788.1
6,758
5,969.9
0
0
1
0
0
0
14
0
9960_2739
22
24
1,796
0
0
459
23
1
1,500
bus_only
2,820
1,796
565
6
536
675.9
8,672.4
7,996.4
0
0
1
0
0
0
14
0
9960_2739
23
24
1,239
0
0
496
270
1
1,500
bus_only
2,381
1,239
646
6
370
772.6
6,818.8
6,046.2
0
0
1
0
0
0
14
0
9960_4115
0
12
928
150
0
528
66
1
1,550
bus+train
1,679
1,078
73
6
1
85.4
5,331.3
3,514.2
1,731.7
0
1
1
0
25
25
1
9960_4115
1
12
1,337
0
0
436
21
1
1,500
bus_only
1,893
1,337
120
26
73
141.8
9,004.4
8,862.6
0
0
1
0
0
0
25
0
9960_4115
2
12
1,235
0
0
1,010
0
1
1,500
bus_only
2,414
1,235
169
26
143
201.4
7,048
6,846.6
0
0
1
0
0
0
25
0
9960_4115
3
12
1,369
0
0
436
21
1
1,500
bus_only
2,092
1,369
287
26
240
342
9,472.6
9,130.6
0
0
1
0
0
0
25
0
9960_4115
4
12
1,252
0
0
611
67
1
1,500
bus_only
2,297
1,252
434
6
361
518.3
7,472.4
6,954
0
0
1
0
0
0
25
0
9960_4115
5
12
1,157
0
0
1,070
0
1
1,500
bus_only
2,638
1,157
411
26
385
490.7
6,947.7
6,457.1
0
0
1
0
0
0
25
0
9960_4115
6
12
1,294
0
0
496
21
1
1,500
bus_only
2,291
1,294
501
26
454
599
9,114.4
8,515.3
0
0
1
0
0
0
25
0
9960_4115
7
12
1,427
0
0
436
21
1
1,500
bus_only
2,376
1,427
513
26
466
613.9
9,975.2
9,361.3
0
0
1
0
0
0
25
0
9960_4115
8
12
1,705
0
0
488
17
1
1,500
bus_only
2,707
1,705
514
6
491
613.5
9,344.3
8,730.8
0
0
1
0
0
0
25
0
9960_4115
9
12
2,164
0
0
428
17
1
1,500
bus_only
3,080
2,164
488
6
465
583.1
11,216.3
10,633.3
0
0
1
0
0
0
25
0
9960_4115
10
12
1,597
0
0
428
17
1
1,500
bus_only
2,578
1,597
553
6
530
660.2
8,769
8,108.8
0
0
1
0
0
0
25
0
9960_4115
11
12
1,639
0
0
911
21
2
1,500
bus_only
3,062
1,639
512
26
465
612.6
10,774.1
10,161.5
0
0
1
0
0
0
25
0
9960_70664
0
6
270
0
0
323
0
0
1,500
bus_only
600
270
7
6
1
6.9
1,460.8
1,453.9
0
0
1
0
0
125
125
1
9960_70664
1
6
225
0
0
323
0
0
1,500
bus_only
814
225
266
6
260
317.7
1,540.2
1,222.5
0
0
1
0
0
0
125
0
9960_70664
2
6
186
0
0
323
0
0
1,500
bus_only
856
186
347
6
341
415.1
1,516.5
1,101.4
0
0
1
0
0
0
125
0