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
9954_9824
11
15
592
0
0
393
0
0
1,500
bus_only
1,486
592
501
10
491
600.5
2,754.5
2,154
0
0
1
0
0
0
412
0
9954_9824
12
15
535
0
0
121
0
0
1,500
bus_only
1,215
535
559
10
549
669.7
1,865
1,195.3
0
0
1
0
0
0
412
0
9954_9824
13
15
801
0
0
582
0
0
1,500
bus_only
1,864
801
481
31
450
577.1
2,441.3
1,864.1
0
0
1
0
0
0
412
0
9954_9824
14
15
656
0
0
453
0
0
1,500
bus_only
1,636
656
527
10
517
630.2
3,020.7
2,390.5
0
0
1
0
0
0
412
0
9954_9842
0
10
646
0
0
618
0
0
1,500
bus_only
1,281
646
17
5
12
19.4
2,292.3
2,272.9
0
0
1
0
0
47
47
1
9954_9842
1
10
0
240
0
383
0
0
1,550
train_only
1,093
240
470
141
329
562
2,372.7
0
1,810.7
0
0
1
0
0
47
0
9954_9842
2
10
827
0
0
279
0
0
1,500
bus_only
1,281
827
175
10
165
208.6
2,402.7
2,194.1
0
0
1
0
0
0
47
0
9954_9842
3
10
583
0
0
558
0
0
1,500
bus_only
1,383
583
242
5
237
289.9
2,342.3
2,052.4
0
0
1
0
0
0
47
0
9954_9842
4
10
905
0
0
340
0
0
1,500
bus_only
1,564
905
319
31
288
382.4
3,062.2
2,679.9
0
0
1
0
0
0
47
0
9954_9842
5
10
692
0
0
169
0
0
1,500
bus_only
1,243
692
382
10
372
456.7
2,599.9
2,143.2
0
0
1
0
0
0
47
0
9954_9842
6
10
601
0
0
483
0
1
1,500
bus_only
1,377
601
293
10
283
351.1
2,886.9
2,535.8
0
0
1
0
0
0
47
0
9954_9842
7
10
1,062
0
0
103
0
0
1,500
bus_only
1,533
1,062
368
10
358
440.2
3,149.4
2,709.2
0
0
1
0
0
0
47
0
9954_9842
8
10
96
240
0
512
35
1
1,550
bus+train
1,307
336
459
141
283
548.8
2,544
184.4
1,810.7
0
1
1
0
0
47
0
9954_9842
9
10
656
0
0
1,210
0
0
1,500
bus_only
2,364
656
498
10
488
596.2
3,668.7
3,072.4
0
0
1
0
0
0
47
0
9954_9853
0
11
626
0
0
78
0
0
1,500
bus_only
716
626
12
5
7
13.6
2,066
2,052.4
0
0
1
0
0
41
41
1
9954_9853
1
11
573
0
0
206
0
0
1,500
bus_only
853
573
74
10
64
87.8
2,719
2,631.2
0
0
1
0
0
0
41
0
9954_9853
2
11
692
0
0
138
0
0
1,500
bus_only
1,087
692
257
5
252
307.6
2,580.5
2,272.9
0
0
1
0
0
0
41
0
9954_9853
3
11
1,127
0
0
228
0
0
1,500
bus_only
1,717
1,127
362
10
352
433
2,921.8
2,488.9
0
0
1
0
0
0
41
0
9954_9853
4
11
740
0
0
146
0
0
1,500
bus_only
1,253
740
367
10
357
438.4
2,286.9
1,848.5
0
0
1
0
0
0
41
0
9954_9853
5
11
0
240
0
309
0
0
1,550
train_only
985
240
436
141
295
520.9
2,331.6
0
1,810.7
0
0
1
0
0
41
0
9954_9853
6
11
365
0
0
349
0
0
1,500
bus_only
1,132
365
418
10
408
500.5
2,203.8
1,703.3
0
0
1
0
0
0
41
0
9954_9853
7
11
656
0
0
206
0
0
1,500
bus_only
1,317
656
455
10
445
544.6
3,617
3,072.4
0
0
1
0
0
0
41
0
9954_9853
8
11
521
0
0
78
0
0
1,500
bus_only
1,112
521
513
5
508
615.1
2,217.6
1,602.6
0
0
1
0
0
0
41
0
9954_9853
9
11
601
0
0
97
0
0
1,500
bus_only
1,244
601
546
10
536
654.3
2,240
1,585.8
0
0
1
0
0
0
41
0
9954_9853
10
11
327
0
0
349
0
0
1,500
bus_only
1,233
327
557
10
547
667.9
2,212.6
1,544.7
0
0
1
0
0
0
41
0
9954_9866
0
11
157
0
0
92
0
0
1,500
bus_only
301
157
52
10
42
61.9
656.6
594.7
0
0
1
0
0
160
160
1
9954_9866
1
11
141
0
0
127
0
0
1,500
bus_only
428
141
160
5
155
190.9
684.1
493.2
0
0
1
0
0
0
160
0
9954_9866
2
11
196
0
0
179
0
0
1,500
bus_only
491
196
116
10
106
138
697.6
559.6
0
0
1
0
0
0
160
0
9954_9866
3
11
148
0
0
193
0
0
1,500
bus_only
530
148
189
10
179
225.6
717.1
491.5
0
0
1
0
0
0
160
0
9954_9866
4
11
68
0
0
92
0
0
1,500
bus_only
488
68
328
10
318
392.1
668
275.9
0
0
1
0
0
0
160
0
9954_9866
5
11
76
0
0
127
0
0
1,500
bus_only
525
76
322
5
317
384.8
660.9
276.1
0
0
1
0
0
0
160
0
9954_9866
6
11
286
0
0
127
0
0
1,500
bus_only
817
286
404
5
399
484.3
1,246.8
762.5
0
0
1
0
0
0
160
0
9954_9866
7
11
338
0
0
187
0
0
1,500
bus_only
951
338
426
5
421
510.1
1,449.2
939.1
0
0
1
0
0
0
160
0
9954_9866
8
11
200
0
0
777
0
0
1,500
bus_only
1,504
200
527
10
517
631.3
1,437.3
806
0
0
1
0
0
0
160
0
9954_9866
9
11
656
0
0
819
0
0
1,500
bus_only
1,979
656
504
10
494
603.8
2,994.3
2,390.5
0
0
1
0
0
0
160
0
9954_9866
10
11
718
0
0
879
0
0
1,500
bus_only
2,142
718
545
10
535
653.3
3,271.1
2,617.8
0
0
1
0
0
0
160
0
9956_10742
0
3
1,019
0
0
356
0
0
1,500
bus_only
1,385
1,019
10
1
9
10.7
4,905.1
4,894.4
0
0
1
0
0
14
14
1
9956_10742
1
3
948
0
0
416
0
0
1,500
bus_only
1,849
948
485
1
484
579.9
4,997.7
4,417.8
0
0
1
0
0
0
14
0
9956_10742
2
3
1,100
0
0
416
0
0
1,500
bus_only
1,987
1,100
471
1
470
562.5
5,924.1
5,361.6
0
0
1
0
0
0
14
0
9956_115226
0
8
555
0
0
278
0
0
1,500
bus_only
841
555
8
1
7
8
3,529.9
3,521.9
0
0
1
0
0
13
13
1
9956_115226
1
8
505
0
0
278
0
0
1,500
bus_only
989
505
206
1
205
245.2
3,581.6
3,336.3
0
0
1
0
0
0
13
0
9956_115226
2
8
702
0
0
417
0
0
1,500
bus_only
1,271
702
152
30
122
181.6
4,646.1
4,464.5
0
0
1
0
0
0
13
0
9956_115226
3
8
722
0
0
278
0
0
1,500
bus_only
1,235
722
235
1
234
281
4,532.8
4,251.9
0
0
1
0
0
0
13
0
9956_115226
4
8
628
0
0
338
0
0
1,500
bus_only
1,285
628
319
1
318
381.2
4,183.6
3,802.4
0
0
1
0
0
0
13
0
9956_115226
5
8
762
0
0
417
0
0
1,500
bus_only
1,465
762
286
30
256
342.4
5,045
4,702.6
0
0
1
0
0
0
13
0
9956_115226
6
8
943
0
0
182
0
0
1,500
bus_only
1,528
943
403
1
402
481.6
4,713.8
4,232.2
0
0
1
0
0
0
13
0
9956_115226
7
8
1,013
0
0
182
0
0
1,500
bus_only
1,612
1,013
417
1
416
499.4
4,998.7
4,499.3
0
0
1
0
0
0
13
0
9956_13227
0
7
672
0
0
918
0
0
1,500
bus_only
1,597
672
7
1
6
6.6
3,274.3
3,267.7
0
0
1
0
0
31
31
1
9956_13227
1
7
597
0
0
277
223
1
1,500
bus_only
1,104
597
230
1
6
274
3,353.1
3,079.1
0
0
1
0
0
0
31
0
9956_13227
2
7
710
0
0
918
0
0
1,500
bus_only
1,843
710
215
1
214
256.5
3,717
3,460.6
0
0
1
0
0
0
31
0
9956_13227
3
7
810
0
0
137
0
0
1,500
bus_only
1,295
810
348
1
347
415.1
4,667
4,251.9
0
0
1
0
0
0
31
0
9956_13227
4
7
601
0
0
137
0
0
1,500
bus_only
1,151
601
413
1
412
492.7
3,829
3,336.3
0
0
1
0
0
0
31
0
9956_13227
5
7
764
0
0
324
21
1
1,500
bus_only
1,467
764
379
1
357
452.8
4,586.2
4,133.4
0
0
1
0
0
0
31
0
9956_13227
6
7
799
0
0
978
0
0
1,500
bus_only
2,326
799
549
1
548
656.5
4,421
3,764.5
0
0
1
0
0
0
31
0
9956_13254
0
4
482
0
0
157
0
0
1,500
bus_only
740
482
101
1
100
118.8
2,937.5
2,818.7
0
0
1
0
0
13
13
1
9956_13254
1
4
834
0
0
97
0
0
1,500
bus_only
1,150
834
219
1
218
260.9
5,059.2
4,798.3
0
0
1
0
0
0
13
0
9956_13254
2
4
914
0
0
97
0
0
1,500
bus_only
1,438
914
427
1
426
511.1
5,523.7
5,012.7
0
0
1
0
0
0
13
0
9956_13254
3
4
757
0
0
157
0
0
1,500
bus_only
1,421
757
507
1
506
606.8
4,858.7
4,251.9
0
0
1
0
0
0
13
0
9956_4401
0
13
332
540
0
944
18
1
1,550
bus+train
1,850
872
34
1
15
39.4
5,120.3
1,440.2
3,640.7
0
1
1
0
12
22
0.545455
9956_4401
1
13
331
540
0
226
137
1
1,550
bus+train
1,250
871
153
1
15
182
5,392.7
1,570
3,640.7
0
1
1
0
10
22
0.454545
9956_4401
2
13
1,438
0
0
156
0
1
1,500
bus_only
1,746
1,438
152
1
151
180.7
8,739.7
8,559
0
0
1
0
0
0
22
0
9956_4401
3
13
987
0
0
205
172
1
1,500
bus_only
1,516
987
324
1
151
385.9
7,556.1
7,170.3
0
0
1
0
0
0
22
0
9956_4401
4
13
768
0
0
253
144
1
1,500
bus_only
1,438
768
417
1
272
498.9
5,776.2
5,277.2
0
0
1
0
0
0
22
0
9956_4401
5
13
802
0
0
1,057
0
1
1,500
bus_only
2,166
802
307
1
306
366.4
5,513.9
5,147.5
0
0
1
0
0
0
22
0
9956_4401
6
13
1,477
0
0
216
0
1
1,500
bus_only
2,084
1,477
391
1
390
467.5
9,244.6
8,777.1
0
0
1
0
0
0
22
0
9956_4401
7
13
1,514
0
0
156
0
1
1,500
bus_only
2,155
1,514
485
1
484
580
9,524.7
8,944.7
0
0
1
0
0
0
22
0
9956_4401
8
13
1,667
0
0
801
0
1
1,500
bus_only
2,861
1,667
393
30
363
470.8
12,504.2
12,033.4
0
0
1
0
0
0
22
0
9956_4401
9
13
1,026
0
0
265
172
1
1,500
bus_only
1,854
1,026
563
1
390
672.7
8,061
7,388.4
0
0
1
0
0
0
22
0
9956_4401
10
13
1,301
0
0
155
0
1
1,500
bus_only
1,990
1,301
534
1
533
639.7
9,188
8,548.3
0
0
1
0
0
0
22
0
9956_4401
11
13
1,127
0
0
768
17
1
1,500
bus_only
2,460
1,127
565
30
518
675.5
7,095.4
6,419.9
0
0
1
0
0
0
22
0
9956_4401
12
13
1,548
0
0
533
0
2
1,500
bus_only
2,625
1,548
544
1
543
651.4
9,560
8,908.7
0
0
1
0
0
0
22
0
9956_7000188
0
6
479
0
0
91
0
0
1,500
bus_only
572
479
2
1
1
0.8
2,819.5
2,818.7
0
0
1
0
0
43
43
1
9956_7000188
1
6
833
0
0
91
0
0
1,500
bus_only
1,013
833
89
1
88
105.5
4,903.8
4,798.3
0
0
1
0
0
0
43
0
9956_7000188
2
6
545
0
0
656
0
0
1,500
bus_only
1,335
545
134
1
133
159.2
3,012.2
2,853.1
0
0
1
0
0
0
43
0
9956_7000188
3
6
907
0
0
91
0
0
1,500
bus_only
1,300
907
302
1
301
360.7
5,373.3
5,012.7
0
0
1
0
0
0
43
0
9956_7000188
4
6
761
0
0
151
0
0
1,500
bus_only
1,443
761
531
1
530
635.5
4,887.4
4,251.9
0
0
1
0
0
0
43
0
9956_7000188
5
6
947
0
0
151
0
0
1,500
bus_only
1,609
947
511
1
510
611.1
5,815.1
5,204
0
0
1
0
0
0
43
0
9956_8003055
0
10
666
0
0
404
0
0
1,500
bus_only
1,079
666
9
1
8
9
2,404.8
2,395.8
0
0
1
0
0
31
31
1
9956_8003055
1
10
181
0
0
506
207
1
1,500
bus_only
904
181
217
1
9
258.3
1,370.6
1,112.3
0
0
1
0
0
0
31
0
9956_8003055
2
10
634
0
0
344
0
0
1,500
bus_only
1,261
634
283
1
282
338.6
2,478.2
2,139.7
0
0
1
0
0
0
31
0
9956_8003055
3
10
474
0
0
552
0
1
1,500
bus_only
1,064
474
38
30
8
44.1
2,336.7
2,292.6
0
0
1
0
0
0
31
0
9956_8003055
4
10
379
0
0
249
0
0
1,500
bus_only
1,064
379
436
428
8
522
2,602.8
2,080.8
0
0
1
0
0
0
31
0
9956_8003055
5
10
445
0
0
378
132
1
1,500
bus_only
1,238
445
415
1
282
496.2
2,489.6
1,993.4
0
0
1
0
0
0
31
0
9956_8003055
6
10
191
0
0
472
207
1
1,500
bus_only
1,114
191
451
1
243
538.9
1,544.5
1,005.7
0
0
1
0
0
0
31
0
9956_8003055
7
10
614
0
0
377
0
1
1,500
bus_only
1,454
614
463
30
433
553.5
3,947.6
3,394.1
0
0
1
0
0
0
31
0
9956_8003055
8
10
436
0
0
552
0
1
1,500
bus_only
1,451
436
463
30
433
553.5
2,408.9
1,855.4
0
0
1
0
0
0
31
0
9956_8003055
9
10
241
0
0
548
207
2
1,500
bus_only
1,367
241
578
1
370
691.6
2,137.1
1,445.5
0
0
1
0
0
0
31
0
9956_8501741
0
3
653
0
0
226
0
0
1,500
bus_only
888
653
9
1
8
9
3,225.2
3,216.2
0
0
1
0
0
15
15
1
9956_8501741
1
3
623
0
0
226
0
0
1,500
bus_only
1,121
623
272
1
271
325.2
3,306.5
2,981.3
0
0
1
0
0
0
15
0
9956_8501741
2
3
675
0
0
286
0
0
1,500
bus_only
1,259
675
298
1
297
356.2
3,874.1
3,517.9
0
0
1
0
0
0
15
0
9956_8600000
0
6
716
0
0
357
0
0
1,500
bus_only
1,075
716
2
1
1
1.1
3,803.4
3,802.4
0
0
1
0
0
37
37
1
9956_8600000
1
6
639
0
0
357
0
0
1,500
bus_only
1,313
639
317
1
316
378.6
3,900.5
3,521.9
0
0
1
0
0
0
37
0
9956_8600000
2
6
809
0
0
791
0
0
1,500
bus_only
2,024
809
424
30
394
508.2
5,210.8
4,702.6
0
0
1
0
0
0
37
0
9956_8600000
3
6
1,126
0
0
267
0
0
1,500
bus_only
1,907
1,126
514
1
513
615.5
5,114.7
4,499.3
0
0
1
0
0
0
37
0
9956_8600000
4
6
601
0
0
417
0
0
1,500
bus_only
1,562
601
544
1
543
650.7
3,987
3,336.3
0
0
1
0
0
0
37
0
9956_8600000
5
6
814
0
0
417
0
0
1,500
bus_only
2,000
814
769
1
768
920.5
5,172.4
4,251.9
0
0
1
0
0
0
37
0
9956_9034315
0
4
1,171
0
0
834
0
0
1,500
bus_only
2,010
1,171
5
1
4
4.9
6,045.6
6,040.7
0
0
1
0
0
20
20
1
9956_9034315
1
4
1,130
0
0
601
67
2
1,500
bus_only
1,803
1,130
72
1
4
84.4
8,181.8
8,097.4
0
0
1
0
0
0
20
0
9956_9034315
2
4
1,361
0
0
514
43
2
1,500
bus_only
2,089
1,361
214
30
141
254
9,095.1
8,841.1
0
0
1
0
0
0
20
0
9956_9034315
3
4
1,181
0
0
601
67
2
1,500
bus_only
2,278
1,181
496
1
428
593.1
9,067.9
8,474.8
0
0
1
0
0
0
20
0