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
9926_75091
0
5
1,018
0
0
203
0
0
1,500
bus_only
1,223
1,018
2
1
1
1
4,536.5
4,535.5
0
0
1
0
0
62
62
1
9926_75091
1
5
145
370
0
406
51
1
1,550
bus+train
1,164
515
243
1
191
290.1
4,688.2
674.2
3,724
0
1
1
0
0
62
0
9926_75091
2
5
943
0
0
263
0
0
1,500
bus_only
1,384
943
178
1
177
210.8
4,565.8
4,355
0
0
1
0
0
0
62
0
9926_75091
3
5
1,057
0
0
263
0
0
1,500
bus_only
1,656
1,057
336
1
335
401.5
5,248.7
4,847.2
0
0
1
0
0
0
62
0
9926_75091
4
5
901
0
0
263
0
0
1,500
bus_only
1,680
901
516
1
515
617.9
4,655.6
4,037.8
0
0
1
0
0
0
62
0
9926_75092
0
10
1,020
0
0
150
0
1
1,500
bus_only
1,172
1,020
2
1
1
1.3
5,065.6
5,064.3
0
0
1
0
0
0
30
0
9926_75092
1
10
245
370
0
351
63
2
1,550
bus+train
1,031
615
65
1
1
76
5,183.4
1,383.4
3,724
0
1
1
0
0
30
0
9926_75092
2
10
1,031
0
0
661
0
0
1,500
bus_only
1,694
1,031
2
1
1
1.3
5,065.6
5,064.3
0
0
1
0
0
30
30
1
9926_75092
3
10
1,054
0
0
150
0
1
1,500
bus_only
1,343
1,054
139
1
138
165.4
5,352.5
5,187.1
0
0
1
0
0
0
30
0
9926_75092
4
10
1,065
0
0
661
0
0
1,500
bus_only
1,865
1,065
139
1
138
165.4
5,352.5
5,187.1
0
0
1
0
0
0
30
0
9926_75092
5
10
998
0
0
210
0
1
1,500
bus_only
1,439
998
231
1
230
275.1
5,122.2
4,847.2
0
0
1
0
0
0
30
0
9926_75092
6
10
1,009
0
0
721
0
0
1,500
bus_only
1,961
1,009
231
1
230
275.1
5,122.2
4,847.2
0
0
1
0
0
0
30
0
9926_75092
7
10
279
370
0
351
63
2
1,550
bus+train
1,202
649
202
1
138
240.1
5,470.3
1,506.2
3,724
0
1
1
0
0
30
0
9926_75092
8
10
123
480
0
284
51
1
1,550
bus+train
1,205
603
318
1
266
379
5,711.2
674.2
4,658
0
1
1
0
0
30
0
9926_75092
9
10
223
370
0
411
63
2
1,550
bus+train
1,298
593
294
1
230
349.8
5,240.1
1,166.3
3,724
0
1
1
0
0
30
0
9926_75093
0
10
1,113
0
0
423
0
0
1,500
bus_only
1,538
1,113
2
1
1
1.3
5,188.4
5,187.1
0
0
1
0
0
18
18
1
9926_75093
1
10
145
490
0
215
51
1
1,550
bus+train
1,117
635
267
1
215
318
5,650.2
674.2
4,658
0
1
1
0
0
18
0
9926_75093
2
10
1,079
0
0
483
0
0
1,500
bus_only
1,699
1,079
137
1
136
162.7
5,227
5,064.3
0
0
1
0
0
0
18
0
9926_75093
3
10
820
0
0
607
0
3
1,500
bus_only
1,711
820
284
31
253
340.6
6,591.4
6,250.8
0
0
1
0
0
0
18
0
9926_75093
4
10
1,057
0
0
483
0
0
1,500
bus_only
1,909
1,057
369
1
368
440.4
5,287.6
4,847.2
0
0
1
0
0
0
18
0
9926_75093
5
10
1,408
0
0
175
0
1
1,500
bus_only
1,920
1,408
337
1
336
403.1
9,000.4
8,597.3
0
0
1
0
0
0
18
0
9926_75093
6
10
1,139
0
0
483
0
0
1,500
bus_only
2,050
1,139
428
1
427
511.7
6,097.1
5,585.4
0
0
1
0
0
0
18
0
9926_75093
7
10
844
0
0
547
0
3
1,500
bus_only
1,932
844
541
31
510
648.2
7,182.8
6,534.7
0
0
1
0
0
0
18
0
9926_75093
8
10
772
0
0
607
0
3
1,500
bus_only
1,931
772
552
31
521
661.8
6,356.5
5,694.8
0
0
1
0
0
0
18
0
9926_75093
9
10
882
0
0
540
73
2
1,500
bus_only
2,052
882
630
31
526
754.3
7,504.1
6,749.8
0
0
1
0
0
0
18
0
9926_76431
0
5
400
0
0
340
0
0
1,500
bus_only
749
400
9
1
8
9.8
1,551.7
1,541.9
0
0
1
0
0
136
136
1
9926_76431
1
5
335
0
0
340
0
0
1,500
bus_only
855
335
180
1
179
214.5
1,604.6
1,390.1
0
0
1
0
0
0
136
0
9926_76431
2
5
478
0
0
400
0
0
1,500
bus_only
1,098
478
220
1
219
262.2
2,030.7
1,768.4
0
0
1
0
0
0
136
0
9926_76431
3
5
264
0
0
400
0
0
1,500
bus_only
1,156
264
492
1
491
589.2
1,640.3
1,051.1
0
0
1
0
0
0
136
0
9926_76431
4
5
777
0
0
210
0
1
1,500
bus_only
1,588
777
601
31
570
720.8
3,336.8
2,616
0
0
1
0
0
0
136
0
9926_76432
0
3
476
0
0
298
0
0
1,500
bus_only
786
476
12
1
11
13.5
1,781.9
1,768.4
0
0
1
0
0
79
79
1
9926_76432
1
3
398
0
0
298
0
0
1,500
bus_only
963
398
267
1
266
319.3
1,861.2
1,541.9
0
0
1
0
0
0
79
0
9926_76432
2
3
333
0
0
298
0
0
1,500
bus_only
1,068
333
437
1
436
523
1,913.1
1,390.1
0
0
1
0
0
0
79
0
9926_76433
0
7
7,023
0
0
6,890
227
4
3,200
bus_only
14,173
7,023
260
1
32
308.4
48,152
47,843.6
0
0
1
0
0
0
96
0
9926_76433
1
7
7,411
0
0
6,324
345
3
3,300
bus_only
14,119
7,411
384
1
38
457.9
51,393.2
50,935.2
0
0
1
0
0
44
96
1
9926_76433
2
7
9,864
0
0
5,105
42
3
3,400
bus_only
15,333
9,864
364
1
321
433.2
59,495.1
59,061.9
0
0
1
0
0
0
96
0
9926_76433
3
7
7,002
0
0
6,890
227
4
3,200
bus_only
14,333
7,002
441
1
213
526.4
48,196.9
47,670.6
0
0
1
0
0
0
96
0
9926_76433
4
7
6,824
0
0
7,204
159
3
3,100
bus_only
14,509
6,824
481
1
321
574
40,770.9
40,196.9
0
0
1
0
0
0
96
0
9926_76433
5
7
7,390
0
0
6,384
345
3
3,300
bus_only
14,333
7,390
559
1
213
667.7
51,429.9
50,762.2
0
0
1
0
0
0
96
0
9926_76433
6
7
6,856
0
0
7,204
159
3
3,100
bus_only
14,609
6,856
549
1
389
654.7
41,088
40,433.3
0
0
1
0
0
0
96
0
9926_76436
0
5
307
0
0
40
0
0
1,500
bus_only
349
307
2
1
1
1
1,391.1
1,390.1
0
0
1
0
0
196
197
0.994924
9926_76436
1
5
368
0
0
40
0
0
1,500
bus_only
581
368
173
1
172
205.9
1,747.9
1,541.9
0
0
1
0
0
0
197
0
9926_76436
2
5
229
0
0
100
0
0
1,500
bus_only
684
229
355
1
354
424.3
1,475.4
1,051.1
0
0
1
0
0
0
197
0
9926_76436
3
5
437
0
0
100
0
0
1,500
bus_only
936
437
399
1
398
476.8
2,245.2
1,768.4
0
0
1
0
0
0
197
0
9926_76436
4
5
737
0
0
262
0
1
1,500
bus_only
1,437
737
438
31
407
525.4
3,141.4
2,616
0
0
1
0
0
1
197
0.005076
9926_8001793
0
5
729
0
0
124
0
0
1,500
bus_only
867
729
14
1
13
15.3
2,922.8
2,907.5
0
0
1
0
0
48
48
1
9926_8001793
1
5
694
0
0
124
0
0
1,500
bus_only
958
694
140
1
139
166.4
2,944
2,777.7
0
0
1
0
0
0
48
0
9926_8001793
2
5
631
0
0
124
0
0
1,500
bus_only
1,053
631
298
1
297
355.9
2,911
2,555.2
0
0
1
0
0
0
48
0
9926_8001793
3
5
809
0
0
124
0
0
1,500
bus_only
1,224
809
291
1
290
348.1
3,507
3,158.9
0
0
1
0
0
0
48
0
9926_8001793
4
5
819
0
0
407
0
0
1,500
bus_only
1,590
819
364
1
363
434.3
3,554.4
3,120.1
0
0
1
0
0
0
48
0
9926_8002111
0
8
995
0
0
269
0
0
1,500
bus_only
1,274
995
10
1
9
10
5,287.6
5,277.6
0
0
1
0
0
19
19
1
9926_8002111
1
8
859
0
0
262
0
2
1,500
bus_only
1,278
859
157
31
126
188
6,614.8
6,426.9
0
0
1
0
0
0
19
0
9926_8002111
2
8
1,069
0
0
329
0
0
1,500
bus_only
1,692
1,069
294
1
293
350.8
5,895.5
5,544.7
0
0
1
0
0
0
19
0
9926_8002111
3
8
760
0
0
322
0
2
1,500
bus_only
1,365
760
283
31
252
338
6,442.3
6,104.3
0
0
1
0
0
0
19
0
9926_8002111
4
8
942
0
0
269
0
0
1,500
bus_only
1,553
942
342
1
341
409
5,388.9
4,979.9
0
0
1
0
0
0
19
0
9926_8002111
5
8
1,212
0
0
162
0
1
1,500
bus_only
1,889
1,212
515
31
484
616.9
7,965.7
7,348.8
0
0
1
0
0
0
19
0
9926_8002111
6
8
694
0
0
551
83
1
1,500
bus_only
1,789
694
544
1
460
651.3
6,042.5
5,391.2
0
0
1
0
0
0
19
0
9926_8002111
7
8
1,018
0
0
225
0
2
1,500
bus_only
1,758
1,018
515
31
484
616.9
7,212.9
6,596
0
0
1
0
0
0
19
0
9926_8002146
0
4
530
0
0
265
0
0
1,500
bus_only
797
530
2
1
1
0.7
4,447.1
4,446.3
0
0
1
0
0
21
21
1
9926_8002146
1
4
571
0
0
325
0
0
1,500
bus_only
1,428
571
532
1
531
636.8
5,578.5
4,941.7
0
0
1
0
0
0
21
0
9926_8002146
2
4
766
0
0
770
0
1
1,500
bus_only
1,878
766
342
31
311
409.8
6,435.3
6,025.6
0
0
1
0
0
0
21
0
9926_8002146
3
4
709
0
0
770
0
1
1,500
bus_only
1,964
709
485
31
454
580.9
6,441.3
5,860.3
0
0
1
0
0
0
21
0
9926_8002335
0
6
169
0
0
107
0
0
1,500
bus_only
295
169
19
1
18
21.2
737.3
716.1
0
0
1
0
0
150
150
1
9926_8002335
1
6
120
0
0
71
0
0
1,500
bus_only
270
120
79
1
78
93.3
767.4
674.2
0
0
1
0
0
0
150
0
9926_8002335
2
6
106
0
0
68
0
0
1,500
bus_only
356
106
182
1
181
217.5
849.6
632
0
0
1
0
0
0
150
0
9926_8002335
3
6
170
0
0
131
0
0
1,500
bus_only
652
170
351
1
350
419
1,402.4
983.5
0
0
1
0
0
0
150
0
9926_8002335
4
6
247
0
0
107
0
0
1,500
bus_only
747
247
393
1
392
470.6
1,521.7
1,051.1
0
0
1
0
0
0
150
0
9926_8002335
5
6
56
0
0
128
0
0
1,500
bus_only
655
56
471
1
470
563.1
823.6
260.5
0
0
1
0
0
0
150
0
9926_8002607
0
6
407
0
0
517
0
0
1,500
bus_only
926
407
2
1
1
0.8
2,153.1
2,152.3
0
0
1
0
0
31
31
1
9926_8002607
1
6
397
0
0
205
0
1
1,500
bus_only
604
397
2
1
1
0.8
2,153.1
2,152.3
0
0
1
0
0
0
31
0
9926_8002607
2
6
371
0
0
183
0
0
1,500
bus_only
637
371
83
1
82
98
2,347.3
2,249.3
0
0
1
0
0
0
31
0
9926_8002607
3
6
335
0
0
123
0
0
1,500
bus_only
746
335
288
1
287
343.9
2,242
1,898.1
0
0
1
0
0
0
31
0
9926_8002607
4
6
507
0
0
517
0
0
1,500
bus_only
1,503
507
479
1
478
573.2
3,150
2,576.8
0
0
1
0
0
0
31
0
9926_8002607
5
6
497
0
0
205
0
1
1,500
bus_only
1,181
497
479
1
478
573.2
3,150
2,576.8
0
0
1
0
0
0
31
0
9926_8002628
0
6
981
0
0
318
0
1
1,500
bus_only
1,301
981
2
1
1
0.9
5,336.4
5,335.5
0
0
1
0
0
15
15
1
9926_8002628
1
6
909
0
0
318
0
1
1,500
bus_only
1,457
909
230
1
229
274.1
5,406.5
5,132.5
0
0
1
0
0
0
15
0
9926_8002628
2
6
1,015
0
0
378
0
1
1,500
bus_only
1,594
1,015
201
1
200
239.1
5,752
5,513
0
0
1
0
0
0
15
0
9926_8002628
3
6
1,226
0
0
446
63
1
1,500
bus_only
2,061
1,226
389
1
325
464.7
5,437.7
4,973
0
0
1
0
0
0
15
0
9926_8002628
4
6
1,087
0
0
378
0
1
1,500
bus_only
1,896
1,087
431
1
430
515.7
6,245.9
5,730.2
0
0
1
0
0
0
15
0
9926_8002628
5
6
1,169
0
0
506
63
1
1,500
bus_only
2,167
1,169
492
1
428
588.6
5,364.5
4,775.9
0
0
1
0
0
0
15
0
9926_8002661
0
13
858
0
0
168
0
1
1,500
bus_only
1,029
858
3
1
2
1.8
4,847.8
4,846
0
0
1
0
0
4
24
0.166667
9926_8002661
1
13
749
0
0
168
0
1
1,500
bus_only
1,183
749
266
1
265
317.8
4,927.9
4,610.1
0
0
1
0
0
0
24
0
9926_8002661
2
13
1,025
0
0
715
0
0
1,500
bus_only
1,743
1,025
3
1
2
1.8
4,847.8
4,846
0
0
1
0
0
20
24
0.833333
9926_8002661
3
13
916
0
0
775
0
0
1,500
bus_only
1,918
916
227
1
226
270.2
4,880.4
4,610.1
0
0
1
0
0
0
24
0
9926_8002661
4
13
849
0
0
54
0
0
1,500
bus_only
1,291
849
388
386
2
463.8
5,477.2
5,013.4
0
0
1
0
0
0
24
0
9926_8002661
5
13
898
0
0
168
0
1
1,500
bus_only
1,420
898
354
1
353
423.9
5,582.8
5,158.9
0
0
1
0
0
0
24
0
9926_8002661
6
13
1,065
0
0
715
0
0
1,500
bus_only
2,134
1,065
354
1
353
423.9
5,582.8
5,158.9
0
0
1
0
0
0
24
0
9926_8002661
7
13
764
0
0
407
0
1
1,500
bus_only
1,619
764
448
31
417
536.6
5,980.9
5,444.3
0
0
1
0
0
0
24
0
9926_8002661
8
13
740
0
0
54
0
0
1,500
bus_only
1,445
740
651
386
265
779.8
5,557.3
4,777.5
0
0
1
0
0
0
24
0
9926_8002661
9
13
950
0
0
373
0
1
1,500
bus_only
1,894
950
571
31
540
684.3
6,537.5
5,853.1
0
0
1
0
0
0
24
0
9926_8002661
10
13
889
0
0
54
0
0
1,500
bus_only
1,682
889
739
386
353
885.9
6,212.3
5,326.3
0
0
1
0
0
0
24
0
9926_8002661
11
13
728
0
0
88
0
0
1,500
bus_only
1,619
728
803
386
417
961.9
6,045
5,083.2
0
0
1
0
0
0
24
0
9926_8002661
12
13
914
0
0
54
0
0
1,500
bus_only
1,894
914
926
386
540
1,109.6
6,601.5
5,492
0
0
1
0
0
0
24
0
9926_8002856
0
4
1,819
0
0
355
0
0
1,500
bus_only
2,197
1,819
23
1
22
25.5
9,207.6
9,182.1
0
0
1
0
0
15
18
1
9926_8002856
1
4
1,681
0
0
295
0
0
1,500
bus_only
2,435
1,681
459
1
458
549.8
9,305.6
8,755.8
0
0
1
0
0
0
18
0
9926_8002856
2
4
1,886
0
0
355
0
0
1,500
bus_only
2,539
1,886
298
1
297
354.8
9,788.6
9,433.7
0
0
1
0
0
0
18
0
9926_8002856
3
4
3,151
0
0
47
0
0
1,500
bus_only
3,756
3,151
558
1
557
668.2
14,421.3
13,753.1
0
0
1
0
0
0
18
0
9926_8003055
0
2
652
0
0
3,475
0
0
2,500
bus_only
4,571
652
444
229
215
531.8
3,920.3
3,388.4
0
0
1
0
0
1
78
1
9926_8003055
1
2
713
0
0
3,415
0
0
2,500
bus_only
4,846
713
718
229
489
860.6
4,671.3
3,810.7
0
0
1
0
0
0
78
0
9926_8478
0
7
621
0
0
477
0
0
1,500
bus_only
1,130
621
32
31
1
37.8
3,773.1
3,735.3
0
0
1
0
0
4
79
1