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_10072
3
5
481
0
0
186
0
1
1,500
bus_only
1,101
481
434
5
429
519.4
1,867.1
1,347.7
0
0
1
0
0
0
167
0
9934_10072
4
5
183
0
0
96
0
0
1,500
bus_only
803
183
524
5
519
626.8
1,117.7
490.9
0
0
1
0
0
0
167
0
9934_216
0
2
394
1,560
0
387
106
1
1,650
bus+train
2,472
1,954
131
5
20
155.4
15,539.1
1,181.1
14,202.6
0
1
1
0
22
22
1
9934_216
1
2
0
1,650
0
297
0
0
1,650
train_only
2,472
1,650
525
505
20
628.4
15,797.4
0
15,169
0
0
1
0
0
22
0
9934_220
0
15
399
1,050
0
1,034
106
1
1,550
bus+train
2,600
1,449
117
5
6
139.2
10,857.4
1,181.1
9,537.1
0
1
1
0
23
23
1
9934_220
1
15
1,988
0
0
660
35
3
1,500
bus_only
2,867
1,988
219
28
156
260.3
14,905.7
14,645.4
0
0
1
0
0
0
23
0
9934_220
2
15
0
1,140
0
1,729
0
0
1,550
train_only
3,380
1,140
511
505
6
612.2
11,115.7
0
10,503.5
0
0
1
0
0
23
0
9934_220
3
15
2,361
0
0
387
58
2
1,600
bus_only
2,987
2,361
239
28
153
284.4
16,703.1
16,418.6
0
0
1
0
0
0
23
0
9934_220
4
15
2,316
0
0
508
58
2
1,600
bus_only
3,101
2,316
277
28
191
330.7
16,128.5
15,797.8
0
0
1
0
0
0
23
0
9934_220
5
15
2,284
0
0
994
35
3
1,600
bus_only
3,582
2,284
304
28
241
363.1
16,058.9
15,695.8
0
0
1
0
0
0
23
0
9934_220
6
15
2,557
0
0
645
58
3
1,600
bus_only
3,574
2,557
372
28
286
445.1
16,672.7
16,227.7
0
0
1
0
0
0
23
0
9934_220
7
15
2,502
0
0
728
35
3
1,600
bus_only
3,587
2,502
357
28
294
426
18,828.7
18,402.7
0
0
1
0
0
0
23
0
9934_220
8
15
1,873
0
0
838
35
2
1,500
bus_only
3,272
1,873
561
28
498
670.4
14,694.6
14,024.2
0
0
1
0
0
0
23
0
9934_220
9
15
2,269
0
0
327
58
2
1,600
bus_only
3,195
2,269
599
28
513
717
16,544.3
15,827.2
0
0
1
0
0
0
23
0
9934_220
10
15
1,709
0
0
433
48
1
1,500
bus_only
2,867
1,709
725
521
156
868.4
13,369
12,500.7
0
0
1
0
0
0
23
0
9934_220
11
15
1,896
0
0
660
35
3
1,500
bus_only
3,132
1,896
576
28
513
689
14,743
14,054
0
0
1
0
0
0
23
0
9934_220
12
15
1,806
0
0
465
35
1
2,500
bus_only
3,263
1,806
992
408
549
1,188.8
14,157.2
12,968.4
0
0
1
0
0
0
23
0
9934_220
13
15
1,694
0
0
467
0
1
1,500
bus_only
3,195
1,694
1,034
521
513
1,240
13,526.1
12,286.1
0
0
1
0
0
0
23
0
9934_220
14
15
1,617
0
0
433
48
1
1,500
bus_only
3,132
1,617
1,082
521
513
1,297.1
13,206.4
11,909.2
0
0
1
0
0
0
23
0
9934_222
0
2
61
930
0
294
272
1
1,550
bus+train
1,618
991
333
5
56
397.4
9,123.7
241.6
8,484.8
0
1
1
0
39
39
1
9934_222
1
2
0
930
0
127
0
0
1,550
train_only
1,618
930
561
505
56
671.9
9,156.6
0
8,484.8
0
0
1
0
0
39
0
9934_223
0
2
83
780
0
294
272
1
1,550
bus+train
1,484
863
327
5
50
389.9
7,893
241.6
7,261.5
0
1
1
0
15
15
1
9934_223
1
2
0
780
0
149
0
0
1,550
train_only
1,484
780
555
505
50
664.4
7,925.9
0
7,261.5
0
0
1
0
0
15
0
9934_224
0
7
1,941
0
0
515
0
2
1,500
bus_only
2,608
1,941
152
28
124
180.1
11,455.9
11,275.9
0
0
1
0
0
0
14
0.142857
9934_224
1
7
0
690
0
271
0
0
1,550
train_only
1,470
690
509
505
4
609.2
7,233.5
0
6,624.3
0
0
1
0
0
14
0.142857
9934_224
2
7
1,213
0
0
270
0
0
1,500
bus_only
2,164
1,213
681
521
160
816.7
8,823
8,006.3
0
0
1
0
0
0
14
0.142857
9934_224
3
7
2,006
0
0
455
0
2
1,500
bus_only
2,872
2,006
411
28
383
492
11,966.1
11,474.1
0
0
1
0
0
0
14
0.142857
9934_224
4
7
1,904
0
0
455
0
2
1,500
bus_only
2,788
1,904
429
28
401
513.8
11,291.3
10,777.5
0
0
1
0
0
0
14
0.142857
9934_224
5
7
1,278
0
0
270
0
0
1,500
bus_only
2,452
1,278
904
521
383
1,084.2
9,288.8
8,204.5
0
0
1
0
0
0
14
0.142857
9934_224
6
7
1,176
0
0
270
0
0
1,500
bus_only
2,368
1,176
922
521
401
1,106
8,613.9
7,508
0
0
1
0
0
0
14
0.142857
9934_225
0
7
1,477
0
0
1,456
0
2
1,500
bus_only
3,060
1,477
127
28
99
150.3
9,265.6
9,115.3
0
0
1
0
0
0
13
0.142857
9934_225
1
7
0
540
0
211
0
0
1,550
train_only
1,283
540
532
505
27
637
5,781.7
0
5,144.7
0
0
1
0
0
13
0.142857
9934_225
2
7
878
0
0
288
0
0
1,500
bus_only
1,810
878
644
521
123
772.4
6,618.1
5,845.7
0
0
1
0
0
0
13
0.142857
9934_225
3
7
1,430
0
0
1,456
0
2
1,500
bus_only
3,322
1,430
436
28
408
521
9,381.3
8,860.2
0
0
1
0
0
0
13
0.142857
9934_225
4
7
1,536
0
0
1,396
0
2
1,500
bus_only
3,370
1,536
438
28
410
523.7
10,104.7
9,580.9
0
0
1
0
0
0
13
0.142857
9934_225
5
7
831
0
0
348
0
0
1,500
bus_only
2,108
831
929
521
408
1,113.2
6,703.9
5,590.7
0
0
1
0
0
0
13
0.142857
9934_225
6
7
937
0
0
288
0
0
1,500
bus_only
2,156
937
931
521
410
1,115.9
7,427.3
6,311.4
0
0
1
0
0
0
13
0.142857
9934_226
0
15
850
0
0
637
0
1
1,500
bus_only
1,590
850
103
5
98
121.8
3,973.4
3,851.7
0
0
1
0
0
0
13
0
9934_226
1
15
76
330
0
386
272
1
1,550
bus+train
1,073
406
281
5
4
335
4,207.9
241.6
3,631.3
0
1
1
0
13
13
1
9934_226
2
15
0
330
0
234
0
0
1,550
train_only
1,073
330
509
505
4
609.5
4,240.7
0
3,631.3
0
0
1
0
0
13
0
9934_226
3
15
841
0
0
961
0
2
1,500
bus_only
2,080
841
278
5
273
332.1
4,328.2
3,996.1
0
0
1
0
0
0
13
0
9934_226
4
15
1,058
0
0
637
0
1
1,500
bus_only
1,983
1,058
288
5
283
344.1
4,355.1
4,011
0
0
1
0
0
0
13
0
9934_226
5
15
758
0
0
637
0
1
1,500
bus_only
1,824
758
429
5
424
513
3,994.5
3,481.4
0
0
1
0
0
0
13
0
9934_226
6
15
516
0
0
417
0
0
1,500
bus_only
1,585
516
652
521
131
781
4,316.7
3,535.7
0
0
1
0
0
0
13
0
9934_226
7
15
500
0
0
324
236
1
1,500
bus_only
1,489
500
665
5
424
795.5
4,202.5
3,407
0
0
1
0
0
0
13
0
9934_226
8
15
792
0
0
976
0
2
1,500
bus_only
2,266
792
498
5
493
595.3
4,919.9
4,324.6
0
0
1
0
0
0
13
0
9934_226
9
15
1,085
0
0
966
0
2
1,500
bus_only
2,538
1,085
487
5
482
583
5,678.6
5,095.6
0
0
1
0
0
0
13
0
9934_226
10
15
517
0
0
158
0
0
1,500
bus_only
1,469
517
794
521
273
952
4,632.1
3,680.1
0
0
1
0
0
0
13
0
9934_226
11
15
724
0
0
477
0
0
1,500
bus_only
2,005
724
804
521
283
964
4,659
3,695
0
0
1
0
0
0
13
0
9934_226
12
15
424
0
0
120
0
0
1,500
bus_only
1,489
424
945
521
424
1,132.9
4,298.4
3,165.5
0
0
1
0
0
0
13
0
9934_226
13
15
761
0
0
120
0
0
1,500
bus_only
1,883
761
1,002
521
481
1,200.3
5,979.9
4,779.6
0
0
1
0
0
0
13
0
9934_226
14
15
468
0
0
361
0
0
1,500
bus_only
1,843
468
1,014
521
493
1,215.1
5,223.8
4,008.7
0
0
1
0
0
0
13
0
9934_327
0
22
642
855
0
1,219
41
2
1,550
bus+train
2,785
1,497
69
5
23
80.8
11,625
3,210.2
8,334
0
1
1
0
0
18
0
9934_327
1
22
1,015
210
0
367
115
1
1,550
bus+train
2,251
1,225
659
521
23
789.1
10,506
7,800.2
1,916.7
0
1
1
0
0
18
0
9934_327
2
22
1,301
210
0
1,077
115
3
1,550
bus+train
2,731
1,511
143
5
23
169.2
10,202.1
8,116.2
1,916.7
0
1
1
0
17
18
1
9934_327
3
22
2,517
0
0
620
0
2
1,500
bus_only
3,295
2,517
158
5
153
187.6
13,862.2
13,674.6
0
0
1
0
0
0
18
0
9934_327
4
22
2,553
0
0
620
0
2
1,500
bus_only
3,337
2,553
164
5
159
195.4
14,102.3
13,906.9
0
0
1
0
0
0
18
0
9934_327
5
22
2,259
0
0
750
0
3
1,600
bus_only
3,184
2,259
175
28
147
207.9
19,536.2
19,328.2
0
0
1
0
0
0
18
0
9934_327
6
22
2,048
0
0
1,045
0
3
1,500
bus_only
3,249
2,048
156
5
151
185.3
14,133.5
13,948.1
0
0
1
0
0
0
18
0
9934_327
7
22
1,547
0
0
1,123
0
4
1,500
bus_only
2,826
1,547
156
5
151
185.3
10,568.7
10,383.3
0
0
1
0
0
0
18
0
9934_327
8
22
2,293
0
0
810
0
3
1,600
bus_only
3,319
2,293
216
28
188
257.4
19,816.3
19,558.9
0
0
1
0
0
0
18
0
9934_327
9
22
1,716
0
0
1,206
0
4
1,500
bus_only
3,080
1,716
158
5
153
187.6
10,320.8
10,133.1
0
0
1
0
0
0
18
0
9934_327
10
22
1,550
0
0
1,216
0
4
1,500
bus_only
2,950
1,550
184
5
179
219.6
10,629.6
10,410
0
0
1
0
0
0
18
0
9934_327
11
22
1,756
0
0
1,206
0
4
1,500
bus_only
3,126
1,756
164
5
159
195.4
10,560.9
10,365.5
0
0
1
0
0
0
18
0
9934_327
12
22
2,394
0
0
891
0
3
1,600
bus_only
3,516
2,394
231
5
226
275.3
15,499.8
15,224.6
0
0
1
0
0
0
18
0
9934_327
13
22
2,438
0
0
623
0
3
1,600
bus_only
3,378
2,438
317
28
289
379.1
19,910.1
19,531
0
0
1
0
0
0
18
0
9934_327
14
22
1,486
0
0
1,036
0
3
1,500
bus_only
2,894
1,486
372
5
367
443.5
10,320.8
9,877.3
0
0
1
0
0
0
18
0
9934_327
15
22
2,546
0
0
1,138
0
2
1,600
bus_only
3,978
2,546
294
5
289
351.5
20,150.2
19,798.7
0
0
1
0
0
0
18
0
9934_327
16
22
2,529
0
0
897
26
2
1,600
bus_only
3,769
2,529
343
28
289
410.3
19,129.2
18,718.9
0
0
1
0
0
0
18
0
9934_327
17
22
2,453
0
0
872
49
2
1,600
bus_only
3,691
2,453
366
28
289
437.1
17,689.8
17,252.8
0
0
1
0
0
0
18
0
9934_327
18
22
2,206
0
0
530
135
2
1,600
bus_only
3,188
2,206
452
28
289
540.3
15,833.2
15,292.9
0
0
1
0
0
0
18
0
9934_327
19
22
1,987
0
0
1,016
0
2
1,500
bus_only
3,420
1,987
417
5
412
498.6
13,940.7
13,442.1
0
0
1
0
0
0
18
0
9934_327
20
22
1,261
0
0
428
0
2
1,500
bus_only
2,361
1,261
672
521
151
805.2
10,872.6
10,067.4
0
0
1
0
0
0
18
0
9934_327
21
22
1,947
0
0
281
0
1
1,500
bus_only
2,908
1,947
680
521
159
815.2
10,841.4
10,026.2
0
0
1
0
0
0
18
0
9934_329
0
6
1,301
0
0
458
0
2
1,500
bus_only
1,885
1,301
126
5
121
149
8,265.2
8,116.2
0
0
1
0
0
0
17
0.166667
9934_329
1
6
1,269
0
0
291
139
1
1,500
bus_only
1,862
1,269
302
5
158
360.1
8,309.7
7,949.6
0
0
1
0
0
0
17
0.166667
9934_329
2
6
1,015
0
0
228
0
0
1,500
bus_only
1,885
1,015
642
521
121
768.9
8,569.1
7,800.2
0
0
1
0
0
0
17
0.166667
9934_329
3
6
1,874
0
0
939
0
2
1,500
bus_only
3,285
1,874
472
5
467
565.1
10,869.4
10,304.3
0
0
1
0
0
0
17
0.166667
9934_329
4
6
1,290
0
0
288
0
0
1,500
bus_only
2,296
1,290
718
521
197
860.8
10,285.8
9,425.1
0
0
1
0
0
0
17
0.166667
9934_329
5
6
1,589
0
0
288
0
0
1,500
bus_only
2,865
1,589
988
521
467
1,184.9
11,173.3
9,988.4
0
0
1
0
0
0
17
0.166667
9934_4123684
0
12
1,824
0
0
1,282
18
2
1,500
bus_only
3,130
1,824
24
5
1
27
14,717.5
14,690.6
0
0
1
0
0
15
15
1
9934_4123684
1
12
1,211
450
0
519
249
2
1,650
bus+train
2,458
1,661
278
28
1
330.8
17,356.5
12,300.1
4,725.7
0
1
1
0
0
15
0
9934_4123684
2
12
2,025
0
0
576
0
1
1,500
bus_only
3,130
2,025
529
528
1
633
15,008
14,375
0
0
1
0
0
0
15
0
9934_4123684
3
12
2,448
0
0
727
0
2
1,500
bus_only
3,416
2,448
241
28
213
286.4
12,694
12,407.7
0
0
1
0
0
0
15
0
9934_4123684
4
12
1,023
330
0
488
111
1
1,550
bus+train
2,458
1,353
617
505
1
738.4
15,208.6
10,838.9
3,631.3
0
1
1
0
0
15
0
9934_4123684
5
12
2,625
0
0
1,193
88
2
1,500
bus_only
4,162
2,625
344
28
228
410.4
13,465.9
13,055.5
0
0
1
0
0
0
15
0
9934_4123684
6
12
2,668
0
0
667
39
1
1,600
bus_only
3,995
2,668
660
408
213
788.5
18,188.9
17,400.4
0
0
1
0
0
0
15
0
9934_4123684
7
12
2,806
0
0
1,133
88
2
1,500
bus_only
4,462
2,806
523
28
407
624.4
14,425.5
13,801.1
0
0
1
0
0
0
15
0
9934_4123684
8
12
3,528
0
0
595
37
2
2,600
bus_only
4,661
3,528
538
28
473
643.5
16,086.3
15,442.8
0
0
1
0
0
0
15
0
9934_4123684
9
12
2,518
0
0
1,026
98
1
1,500
bus_only
4,257
2,518
713
408
207
853.4
14,536.2
13,682.8
0
0
1
0
0
0
15
0
9934_4123684
10
12
3,687
0
0
554
7
1
1,600
bus_only
5,129
3,687
888
408
473
1,063.9
17,741.1
16,677.2
0
0
1
0
0
0
15
0
9934_4123684
11
12
2,686
0
0
717
88
1
1,500
bus_only
4,462
2,686
1,059
564
407
1,268.4
15,016.1
13,747.7
0
0
1
0
0
0
15
0
9934_7000167
0
11
1,197
0
0
153
0
1
1,500
bus_only
1,357
1,197
7
5
2
6.7
4,966
4,959.3
0
0
1
0
0
13
13
1
9934_7000167
1
11
1,241
0
0
153
0
1
1,500
bus_only
1,571
1,241
177
5
172
210.8
5,322.6
5,111.8
0
0
1
0
0
0
13
0
9934_7000167
2
11
1,603
0
0
240
0
1
1,500
bus_only
1,978
1,603
135
5
130
160.4
8,247.1
8,086.6
0
0
1
0
0
0
13
0
9934_7000167
3
11
1,146
0
0
213
0
1
1,500
bus_only
1,705
1,146
346
5
341
413.3
5,031.6
4,618.3
0
0
1
0
0
0
13
0
9934_7000167
4
11
1,672
0
0
240
0
1
1,500
bus_only
2,205
1,672
293
5
288
349.8
8,588
8,238.3
0
0
1
0
0
0
13
0
9934_7000167
5
11
1,335
0
0
240
0
1
1,500
bus_only
1,968
1,335
393
5
388
470
7,904.4
7,434.4
0
0
1
0
0
0
13
0
9934_7000167
6
11
1,394
0
0
295
0
1
1,500
bus_only
2,068
1,394
379
5
374
453.5
8,477.8
8,024.3
0
0
1
0
0
0
13
0
9934_7000167
7
11
1,345
0
0
302
0
2
1,500
bus_only
2,026
1,345
379
5
374
453.5
6,054.2
5,600.7
0
0
1
0
0
0
13
0