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
10020_9003718
4
10
169
0
0
201
0
0
1,500
bus_only
811
169
441
1
440
527
1,483.2
956.3
0
0
1
0
0
0
119
0
10020_9003718
5
10
253
0
0
201
0
0
1,500
bus_only
956
253
502
1
501
601.5
2,150.9
1,549.4
0
0
1
0
0
0
119
0
10020_9003718
6
10
359
0
0
253
0
1
1,500
bus_only
1,063
359
451
1
450
540.4
2,345
1,804.6
0
0
1
0
0
0
119
0
10020_9003718
7
10
324
0
0
492
0
0
1,500
bus_only
1,332
324
516
1
515
618.2
2,480.6
1,862.4
0
0
1
0
0
0
119
0
10020_9003718
8
10
337
0
0
270
0
1
1,500
bus_only
1,123
337
516
1
515
618.2
2,480.8
1,862.6
0
0
1
0
0
0
119
0
10020_9003718
9
10
233
0
0
186
36
1
1,500
bus_only
1,078
233
659
166
457
789.3
1,976.6
1,187.3
0
0
1
0
0
0
119
0
10020_9010043
0
5
268
0
0
431
43
1
1,500
bus_only
908
268
209
1
165
247.9
1,328.5
1,080.6
0
0
1
0
0
21
31
0.677419
10020_9010043
1
5
118
0
0
196
0
0
1,500
bus_only
780
118
466
1
465
557.8
1,282.6
724.9
0
0
1
0
0
10
31
0.322581
10020_9010043
2
5
84
0
0
196
0
0
1,500
bus_only
836
84
556
1
555
665.5
1,269.3
603.8
0
0
1
0
0
0
31
0
10020_9010043
3
5
207
0
0
371
43
1
1,500
bus_only
985
207
407
1
363
485.9
1,436.8
950.8
0
0
1
0
0
0
31
0
10020_9010043
4
5
154
0
0
431
43
1
1,500
bus_only
1,058
154
473
1
429
565.4
1,660.3
1,094.9
0
0
1
0
0
0
31
0
10020_9010080
0
5
158
0
0
392
43
1
1,500
bus_only
776
158
226
1
182
268.5
1,363.4
1,094.9
0
0
1
0
0
4
14
0.444444
10020_9010080
1
5
79
0
0
288
0
0
1,500
bus_only
719
79
352
1
351
420.8
1,024.5
603.8
0
0
1
0
0
5
14
0.555556
10020_9010080
2
5
120
0
0
288
0
0
1,500
bus_only
731
120
323
1
322
385.9
1,110.7
724.9
0
0
1
0
0
0
14
0
10020_9010080
3
5
724
0
0
220
0
0
1,500
bus_only
1,718
724
774
107
667
927.4
2,449.4
1,522
0
0
1
0
0
0
14
0
10020_9010080
4
5
211
0
0
392
43
1
1,500
bus_only
1,374
211
771
1
727
923
2,487.4
1,564.4
0
0
1
0
0
0
14
0
10020_9013827
0
6
169
0
0
271
0
0
1,500
bus_only
489
169
49
1
48
57.3
1,013.5
956.3
0
0
1
0
0
3
101
0.029703
10020_9013827
1
6
123
0
0
211
0
0
1,500
bus_only
656
123
322
1
321
385.5
1,110.3
724.9
0
0
1
0
0
0
101
0
10020_9013827
2
6
222
0
0
211
0
0
1,500
bus_only
751
222
318
1
317
381.1
1,654.6
1,273.5
0
0
1
0
0
0
101
0
10020_9013827
3
6
84
0
0
211
0
0
1,500
bus_only
696
84
401
1
400
479.6
1,083.4
603.8
0
0
1
0
0
0
101
0
10020_9013827
4
6
55
0
0
211
0
0
1,500
bus_only
730
55
464
1
463
555.4
918.7
363.3
0
0
1
0
0
0
101
0
10020_9013827
5
6
271
0
0
864
0
0
1,500
bus_only
1,566
271
431
1
430
515
1,920.1
1,405.1
0
0
1
0
0
98
101
0.970297
10020_9014545
0
9
566
0
0
355
0
1
1,500
bus_only
923
566
2
1
1
1.5
2,455.9
2,454.4
0
0
1
0
0
3
18
0.166667
10020_9014545
1
9
466
0
0
355
0
1
1,500
bus_only
1,205
466
384
1
383
460.3
2,574.7
2,114.4
0
0
1
0
0
0
18
0
10020_9014545
2
9
558
0
0
1,150
0
0
1,500
bus_only
1,710
558
2
1
1
1.5
2,455.6
2,454.1
0
0
1
0
0
13
18
0.722222
10020_9014545
3
9
735
0
0
1,150
0
0
1,500
bus_only
1,982
735
97
1
96
115.6
3,428.3
3,312.7
0
0
1
0
0
0
18
0
10020_9014545
4
9
640
0
0
390
0
1
1,500
bus_only
1,407
640
377
1
376
450.8
3,238.8
2,787.9
0
0
1
0
0
2
18
0.111111
10020_9014545
5
9
458
0
0
1,150
0
0
1,500
bus_only
1,992
458
384
1
383
460.3
2,574.4
2,114.1
0
0
1
0
0
0
18
0
10020_9014545
6
9
635
0
0
541
0
1
1,500
bus_only
1,686
635
510
1
509
611.1
3,521.2
2,910.1
0
0
1
0
0
0
18
0
10020_9014545
7
9
645
0
0
1,210
0
0
1,500
bus_only
2,335
645
480
1
479
573.4
3,483.4
2,910.1
0
0
1
0
0
0
18
0
10020_9014545
8
9
681
0
0
355
0
1
1,500
bus_only
1,575
681
539
1
538
645.4
3,896.7
3,251.3
0
0
1
0
0
0
18
0
10020_9035960
0
6
331
0
0
760
0
0
1,500
bus_only
1,093
331
2
1
1
1.3
1,863.7
1,862.4
0
0
1
0
0
29
48
0.604167
10020_9035960
1
6
321
0
0
613
0
1
1,500
bus_only
936
321
2
1
1
1.3
1,863.7
1,862.4
0
0
1
0
0
19
48
0.395833
10020_9035960
2
6
419
0
0
760
0
0
1,500
bus_only
1,463
419
284
1
283
340.2
2,454.4
2,114.1
0
0
1
0
0
0
48
0
10020_9035960
3
6
409
0
0
613
0
1
1,500
bus_only
1,306
409
284
1
283
340.2
2,454.4
2,114.1
0
0
1
0
0
0
48
0
10020_9035960
4
6
256
0
0
820
0
0
1,500
bus_only
1,549
256
473
1
472
566.2
1,971.2
1,405.1
0
0
1
0
0
0
48
0
10020_9035960
5
6
246
0
0
673
0
1
1,500
bus_only
1,392
246
473
1
472
566.2
1,971.2
1,405.1
0
0
1
0
0
0
48
0
10020_9135
0
9
831
0
0
511
0
1
1,500
bus_only
1,351
831
9
1
8
9.5
6,895.3
6,885.8
0
0
1
0
0
21
21
1
10020_9135
1
9
859
0
0
511
0
1
1,500
bus_only
1,573
859
203
1
202
242.1
7,313.1
7,071
0
0
1
0
0
0
21
0
10020_9135
2
9
1,851
0
0
238
48
1
1,500
bus_only
2,299
1,851
210
1
161
249.9
8,897.7
8,647.7
0
0
1
0
0
0
21
0
10020_9135
3
9
1,210
0
0
569
0
2
1,500
bus_only
2,112
1,210
333
1
332
398.1
8,189.1
7,790.9
0
0
1
0
0
0
21
0
10020_9135
4
9
1,079
0
0
382
0
1
1,500
bus_only
1,915
1,079
454
1
453
544.1
7,764
7,220
0
0
1
0
0
0
21
0
10020_9135
5
9
1,127
0
0
442
0
1
1,500
bus_only
2,023
1,127
454
1
453
543
8,382.3
7,839.3
0
0
1
0
0
0
21
0
10020_9135
6
9
890
0
0
571
0
1
1,500
bus_only
1,992
890
531
1
530
635.7
8,020.2
7,384.5
0
0
1
0
0
0
21
0
10020_9135
7
9
1,307
0
0
629
0
2
1,500
bus_only
2,395
1,307
459
1
458
549.2
8,958.5
8,409.3
0
0
1
0
0
0
21
0
10020_9135
8
9
1,914
0
0
298
48
1
1,500
bus_only
2,732
1,914
520
1
471
621.3
9,671
9,049.7
0
0
1
0
0
0
21
0
10020_9931
0
11
270
60
0
700
56
2
1,550
bus+train
1,465
330
435
1
378
520.6
2,743.1
1,256.1
966.4
0
1
1
0
0
17
0
10020_9931
1
11
208
0
0
487
0
0
1,500
bus_only
1,308
208
613
166
447
733.6
1,444.3
710.8
0
0
1
0
0
0
17
0
10020_9931
2
11
432
0
0
607
66
1
1,500
bus_only
1,553
432
514
1
447
614.2
3,417.9
2,803.7
0
0
1
0
0
10
17
0.588235
10020_9931
3
11
216
60
0
654
156
1
1,550
bus+train
1,465
276
535
1
378
641
2,610.1
1,002.7
966.4
0
1
1
0
0
17
0
10020_9931
4
11
436
0
0
484
0
0
1,500
bus_only
1,680
436
760
141
619
910.6
1,799.2
888.7
0
0
1
0
0
0
17
0
10020_9931
5
11
448
0
0
358
144
1
1,500
bus_only
1,589
448
783
20
619
938.1
2,877.6
1,939.5
0
0
1
0
0
0
17
0
10020_9931
6
11
107
0
0
275
0
0
1,500
bus_only
1,280
107
898
20
878
1,076.2
1,562.9
486.7
0
0
1
0
0
5
17
0.294118
10020_9931
7
11
379
0
0
484
0
0
1,500
bus_only
1,728
379
865
141
724
1,035.8
1,741.2
705.4
0
0
1
0
0
0
17
0
10020_9931
8
11
324
0
0
923
0
1
1,500
bus_only
2,064
324
817
1
816
978.2
2,582.5
1,604.3
0
0
1
0
0
2
17
0.117647
10020_9931
9
11
375
0
0
607
66
1
1,500
bus_only
1,865
375
883
1
816
1,056.4
3,500.8
2,444.5
0
0
1
0
0
0
17
0
10020_9931
10
11
285
0
0
412
218
1
1,500
bus_only
1,759
285
1,062
1
843
1,271.9
2,615.6
1,343.8
0
0
1
0
0
0
17
0
1002_1001
0
8
0
150
0
289
0
0
1,550
train_only
545
150
106
62
44
125.9
1,780.5
0
1,654.6
0
0
1
0
65
65
1
1002_1001
1
8
177
0
0
70
0
0
1,500
bus_only
508
177
261
184
77
311.3
1,833.1
1,521.9
0
0
1
0
0
0
65
0
1002_1001
2
8
246
0
0
262
0
0
1,500
bus_only
636
246
128
38
90
152.2
1,788.1
1,635.9
0
0
1
0
0
0
65
0
1002_1001
3
8
227
0
0
256
0
1
1,500
bus_only
598
227
115
38
77
136.2
1,775.7
1,639.5
0
0
1
0
0
0
65
0
1002_1001
4
8
657
0
0
598
0
1
1,500
bus_only
1,697
657
442
38
404
527.5
4,774.8
4,247.4
0
0
1
0
0
0
65
0
1002_1001
5
8
234
0
0
404
0
0
1,500
bus_only
1,207
234
569
212
357
681.6
2,352.3
1,670.7
0
0
1
0
0
0
65
0
1002_1001
6
8
148
0
0
464
0
0
1,500
bus_only
1,276
148
664
212
452
795.6
1,947.6
1,151.9
0
0
1
0
0
0
65
0
1002_1001
7
8
443
0
0
464
0
0
1,500
bus_only
1,549
443
642
212
430
769.5
3,154.3
2,384.8
0
0
1
0
0
0
65
0
1002_1003
0
8
0
120
0
184
0
0
1,550
train_only
392
120
88
62
26
103.6
1,482.1
0
1,378.4
0
0
1
0
3,313
3,313
1
1002_1003
1
8
74
0
0
339
0
0
1,500
bus_only
1,003
74
590
51
539
706.6
1,614.5
907.9
0
0
1
0
0
0
3,313
0
1002_1003
2
8
109
0
0
399
0
0
1,500
bus_only
1,033
109
525
51
474
628.9
1,899.8
1,270.9
0
0
1
0
0
0
3,313
0
1002_1003
3
8
312
0
0
507
0
1
1,500
bus_only
1,238
312
419
51
368
501.1
1,645.7
1,144.6
0
0
1
0
0
0
3,313
0
1002_1003
4
8
187
0
0
319
0
1
1,500
bus_only
1,072
187
566
198
368
678
2,186
1,508
0
0
1
0
0
0
3,313
0
1002_1003
5
8
425
0
0
319
0
1
1,500
bus_only
1,474
425
730
198
532
875.5
3,247.7
2,372.1
0
0
1
0
0
0
3,313
0
1002_1003
6
8
444
0
0
164
0
0
1,500
bus_only
1,556
444
948
416
532
1,137.1
3,526.5
2,389.4
0
0
1
0
0
0
3,313
0
1002_1003
7
8
303
0
0
100
0
0
1,500
bus_only
1,672
303
1,269
416
853
1,520.8
3,520.2
1,999.4
0
0
1
0
0
0
3,313
0
1002_1004
0
4
0
330
0
132
0
0
1,550
train_only
550
330
88
62
26
104.3
4,123
0
4,018.8
0
0
1
0
615
615
1
1002_1004
1
4
1,701
0
0
567
0
1
1,500
bus_only
2,791
1,701
523
38
485
625.5
11,918.1
11,292.6
0
0
1
0
0
0
615
0
1002_1004
2
4
612
0
0
248
0
0
1,500
bus_only
2,113
612
1,253
416
837
1,502.7
6,805.8
5,303.1
0
0
1
0
0
0
615
0
1002_1004
3
4
763
0
0
264
0
0
1,500
bus_only
2,557
763
1,530
416
1,114
1,834.3
7,198.8
5,364.5
0
0
1
0
0
0
615
0
1002_1005
0
2
0
480
0
323
0
0
1,550
train_only
876
480
73
62
11
85.6
5,503.8
0
5,418.2
0
0
1
0
450
450
1
1002_1005
1
2
556
0
0
410
0
0
1,500
bus_only
1,520
556
554
51
503
663
6,314.8
5,651.8
0
0
1
0
0
0
450
0
1002_1007
0
3
0
870
0
233
0
0
1,550
train_only
1,177
870
74
62
12
87.5
8,863.2
0
8,775.7
0
0
1
0
196
196
1
1002_1007
1
3
1,177
0
0
382
0
0
1,500
bus_only
2,041
1,177
482
198
284
577.2
9,013.8
8,436.6
0
0
1
0
0
0
196
0
1002_1007
2
3
1,248
0
0
442
0
0
1,500
bus_only
2,144
1,248
454
198
256
542.9
9,301.7
8,758.8
0
0
1
0
0
0
196
0
1002_1009
0
4
674
0
0
422
129
1
1,500
bus_only
1,393
674
297
51
117
353.4
5,020.6
4,667.2
0
0
1
0
0
0
50
0.25
1002_1009
1
4
706
0
0
362
129
1
1,500
bus_only
1,735
706
667
51
487
798.8
5,773.1
4,974.3
0
0
1
0
0
0
50
0.25
1002_1009
2
4
1,198
0
0
157
0
0
1,500
bus_only
2,038
1,198
683
566
117
816.7
6,948.3
6,131.7
0
0
1
0
0
0
50
0.25
1002_1009
3
4
1,230
0
0
97
0
0
1,500
bus_only
2,380
1,230
1,053
566
487
1,262
7,700.8
6,438.8
0
0
1
0
0
0
50
0.25
1002_1010
0
7
0
660
0
726
0
1
1,550
train_only
1,467
660
81
62
19
95.2
6,107.3
0
6,012.1
0
0
1
0
25
25
1
1002_1010
1
7
867
0
0
439
120
1
1,500
bus_only
1,667
867
361
38
203
431.9
5,360
4,928.1
0
0
1
0
0
0
25
0
1002_1010
2
7
734
0
0
374
0
0
1,500
bus_only
1,698
734
590
416
174
706.1
5,231.8
4,525.7
0
0
1
0
0
0
25
0
1002_1010
3
7
1,147
0
0
368
49
2
1,500
bus_only
1,921
1,147
406
38
319
485.4
7,153.2
6,667.8
0
0
1
0
0
0
25
0
1002_1010
4
7
1,192
0
0
368
49
2
1,500
bus_only
2,040
1,192
480
38
393
574.5
7,634.3
7,059.9
0
0
1
0
0
0
25
0
1002_1010
5
7
952
0
0
439
120
1
1,500
bus_only
2,010
952
619
38
461
741.4
5,905.2
5,163.7
0
0
1
0
0
0
25
0
1002_1010
6
7
819
0
0
314
0
0
1,500
bus_only
2,010
819
877
416
461
1,052.1
5,813.4
4,761.3
0
0
1
0
0
0
25
0
1002_10110
0
24
1,869
0
0
705
70
2
1,600
bus_only
2,703
1,869
129
51
8
152.5
15,734
15,581.5
0
0
1
0
0
0
21
0
1002_10110
1
24
706
610
0
706
214
3
1,550
bus+train
2,295
1,316
273
51
8
326
12,579
6,670.3
5,582.7
0
1
1
0
0
21
0
1002_10110
2
24
1,757
0
0
883
0
1
1,500
bus_only
2,814
1,757
174
51
123
207.9
13,635.9
13,428.1
0
0
1
0
0
0
21
0
1002_10110
3
24
1,045
570
0
903
115
1
1,550
bus+train
2,703
1,615
185
62
8
219.9
12,849
6,422
6,207.1
0
1
1
0
12
21
0.571429
1002_10110
4
24
811
1,020
0
531
202
2
1,550
bus+train
2,634
1,831
272
62
8
325
14,811.3
4,641.8
9,844.6
0
1
1
0
3
21
0.142857
1002_10110
5
24
1,876
0
0
579
53
3
1,600
bus_only
2,740
1,876
285
51
181
339.1
18,787.3
18,448.2
0
0
1
0
0
0
21
0
1002_10110
6
24
1,020
570
0
901
115
2
1,550
bus+train
2,811
1,590
320
62
143
380.7
13,194.3
6,606.4
6,207.1
0
1
1
0
0
21
0