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
1001_1204
7
10
2,620
0
0
385
0
2
1,500
bus_only
3,567
2,620
562
69
493
672.5
15,125.2
14,452.7
0
0
1
0
0
0
16
0
1001_1204
8
10
835
1,500
0
495
91
1
1,550
bus+train
3,500
2,335
670
44
535
803.2
15,526.7
4,043.3
10,680.2
0
1
1
0
0
16
0
1001_1204
9
10
1,031
1,500
0
555
91
1
1,650
bus+train
3,751
2,531
665
44
530
796.1
16,428
4,951.7
10,680.2
0
1
1
0
0
16
0
1001_1205
0
5
0
2,100
0
741
0
1
1,650
train_only
2,896
2,100
55
44
11
64.8
17,165.3
0
17,100.4
0
0
1
0
91
91
1
1001_1205
1
5
3,177
0
0
346
6
1
1,600
bus_only
3,792
3,177
269
69
194
320.6
16,973
16,652.4
0
0
1
0
0
0
91
0
1001_1205
2
5
3,492
0
0
502
6
1
1,600
bus_only
4,425
3,492
431
69
356
514.1
17,216.9
16,702.8
0
0
1
0
0
0
91
0
1001_1205
3
5
3,178
0
0
671
71
1
1,600
bus_only
4,437
3,178
588
69
448
703.2
18,622.8
17,919.6
0
0
1
0
0
0
91
0
1001_1205
4
5
3,538
0
0
442
6
1
1,600
bus_only
4,591
3,538
611
69
536
730.4
17,606.3
16,875.9
0
0
1
0
0
0
91
0
1001_1206
0
5
0
2,790
0
394
0
1
1,850
train_only
3,235
2,790
51
44
7
60
25,571.6
0
25,511.6
0
0
1
0
87
87
1
1001_1206
1
5
4,625
0
0
844
6
1
1,600
bus_only
6,019
4,625
550
69
475
657.9
18,743.1
18,085.2
0
0
1
0
0
0
87
0
1001_1206
2
5
4,874
0
0
428
13
1
1,700
bus_only
5,941
4,874
639
69
557
764.2
22,073
21,308.9
0
0
1
0
0
0
87
0
1001_1206
3
5
4,701
0
0
484
13
2
1,700
bus_only
5,824
4,701
639
69
557
764.2
22,073
21,308.9
0
0
1
0
0
0
87
0
1001_1206
4
5
4,070
0
0
1,168
71
1
1,700
bus_only
5,935
4,070
697
69
557
833.8
21,201.4
20,367.6
0
0
1
0
0
0
87
0
1001_1208
0
7
0
3,540
0
375
0
1
1,950
train_only
3,967
3,540
52
44
8
61.7
30,926.1
0
30,864.4
0
0
1
0
36
36
1
1001_1208
1
7
4,967
0
0
378
5
1
1,800
bus_only
5,508
4,967
163
69
89
193.6
25,460.1
25,266.5
0
0
1
0
0
0
36
0
1001_1208
2
7
5,043
0
0
378
5
1
1,800
bus_only
5,697
5,043
276
69
202
328.4
25,792.5
25,464.1
0
0
1
0
0
0
36
0
1001_1208
3
7
5,545
0
0
376
2
1
1,700
bus_only
6,269
5,545
348
69
277
415.6
24,724.3
24,308.7
0
0
1
0
0
0
36
0
1001_1208
4
7
5,116
0
0
378
5
1
1,800
bus_only
5,916
5,116
422
69
348
503.5
26,148.7
25,645.2
0
0
1
0
0
0
36
0
1001_1208
5
7
5,806
0
0
316
2
1
1,700
bus_only
6,606
5,806
484
69
413
578.6
25,469.4
24,890.8
0
0
1
0
0
0
36
0
1001_1208
6
7
5,233
0
0
378
5
1
1,800
bus_only
6,172
5,233
561
69
487
670.8
26,523.7
25,853
0
0
1
0
0
0
36
0
1001_1209
0
6
0
2,880
0
918
0
1
1,850
train_only
3,859
2,880
61
44
17
72
25,622.4
0
25,550.4
0
0
1
0
13
13
1
1001_1209
1
6
6,607
0
0
489
13
1
1,800
bus_only
7,593
6,607
497
69
415
593.7
28,222.5
27,628.8
0
0
1
0
0
0
13
0
1001_1209
2
6
6,194
0
0
804
24
1
1,800
bus_only
7,506
6,194
508
69
415
607.5
28,153.3
27,545.7
0
0
1
0
0
0
13
0
1001_1209
3
6
6,837
0
0
549
13
1
1,800
bus_only
8,293
6,837
907
69
825
1,085
29,363.6
28,278.5
0
0
1
0
0
0
13
0
1001_1209
4
6
6,385
0
0
864
24
1
1,800
bus_only
8,167
6,385
918
69
825
1,098.8
29,294.3
28,195.5
0
0
1
0
0
0
13
0
1001_1209
5
6
6,324
0
0
590
348
2
2,000
bus_only
8,131
6,324
1,217
44
825
1,456.8
36,511.9
35,055.1
0
0
1
0
0
0
13
0
1001_1273
0
3
0
300
720
1,478
81
1
3,700
train+gtx
2,673
1,020
175
49
45
208.6
21,688.8
0
3,303.7
18,176.4
0
1
1
48
51
0.941176
1001_1273
1
3
0
2,040
0
361
0
0
1,750
train_only
2,673
2,040
272
227
45
325.5
20,738.5
0
20,413
0
0
1
0
3
51
0.058824
1001_1273
2
3
3,101
0
0
799
0
0
3,000
bus_only
4,719
3,101
819
338
481
982.6
23,467.7
22,485
0
0
1
0
0
0
51
0
1001_1274
0
2
0
450
720
793
81
1
3,700
train+gtx
2,114
1,170
151
49
21
180.5
23,390.4
0
5,033.4
18,176.4
0
1
1
49
51
0.960784
1001_1274
1
2
0
2,190
0
516
0
0
1,750
train_only
2,954
2,190
248
227
21
297.4
22,440.1
0
22,142.7
0
0
1
0
2
51
0.039216
1001_1275
0
7
0
600
720
810
81
1
3,950
train+gtx
2,277
1,320
147
49
17
175.3
25,190.3
0
6,838.6
18,176.4
0
1
1
65
69
0.942029
1001_1275
1
7
757
0
1,020
672
55
1
3,950
bus+gtx
3,058
1,777
609
49
505
729.2
28,505.2
2,950.6
0
24,825.3
1
0
1
0
69
0
1001_1275
2
7
0
2,130
0
1,283
0
0
1,750
train_only
3,657
2,130
244
227
17
292.1
23,789.3
0
23,497.2
0
0
1
0
4
69
0.057971
1001_1275
3
7
1,702
0
720
919
106
1
3,950
bus+gtx
3,795
2,422
454
49
299
543.2
26,924.3
8,204.7
0
18,176.4
1
0
1
0
69
0
1001_1275
4
7
913
0
1,020
732
55
1
3,950
bus+gtx
3,265
1,933
600
49
496
717.9
29,115.1
3,571.9
0
24,825.3
1
0
1
0
69
0
1001_1275
5
7
2,011
0
720
585
105
2
3,950
bus+gtx
3,780
2,731
464
49
310
555.3
27,865.8
9,134.1
0
18,176.4
1
0
1
0
69
0
1001_1275
6
7
1,672
0
720
585
105
2
3,950
bus+gtx
3,622
2,392
645
49
491
772
26,683.7
7,735.3
0
18,176.4
1
0
1
0
69
0
1001_1276
0
4
0
720
720
848
81
1
3,950
train+gtx
2,437
1,440
149
49
19
177.8
26,621
0
8,266.8
18,176.4
0
1
1
43
44
0.977273
1001_1276
1
4
0
2,280
0
301
0
0
1,850
train_only
2,827
2,280
246
227
19
294.7
25,328.8
0
25,034.1
0
0
1
0
1
44
0.022727
1001_1276
2
4
5,419
0
0
595
0
0
1,800
bus_only
7,346
5,419
1,332
379
953
1,597.4
29,382.5
27,785.1
0
0
1
0
0
0
44
0
1001_1276
3
4
5,416
0
0
908
0
1
1,800
bus_only
7,346
5,416
1,022
69
953
1,224.4
29,272.5
28,048.1
0
0
1
0
0
0
44
0
1001_1277
0
5
0
900
720
627
81
1
3,950
train+gtx
2,420
1,620
173
49
43
206.5
28,796.8
0
10,413.9
18,176.4
0
1
1
27
32
1
1001_1277
1
5
3,936
0
0
673
2
2
3,000
bus_only
5,542
3,936
933
69
862
1,116.6
30,853.5
29,736.9
0
0
1
0
0
0
32
0
1001_1277
2
5
3,827
0
0
570
2
2
3,000
bus_only
5,398
3,827
1,001
69
930
1,198.6
30,928
29,729.4
0
0
1
0
0
0
32
0
1001_1277
3
5
3,399
0
0
803
9
3
1,900
bus_only
5,248
3,399
1,046
69
968
1,252.8
33,003
31,750.2
0
0
1
0
0
0
32
0
1001_1277
4
5
4,846
0
0
454
110
1
2,100
bus_only
6,422
4,846
1,122
44
968
1,344.3
42,561.5
41,217.2
0
0
1
0
0
0
32
0
1001_1278
0
2
0
1,020
720
813
81
1
4,200
train+gtx
2,823
1,740
270
49
140
322.9
30,503.3
0
12,004
18,176.4
0
1
1
12
14
0.857143
1001_1278
1
2
0
2,790
0
266
0
0
1,850
train_only
3,423
2,790
367
227
140
439.7
29,553
0
29,113.3
0
0
1
0
2
14
0.142857
1001_1279
0
3
0
1,170
720
584
81
1
4,200
train+gtx
2,610
1,890
136
49
6
162.5
33,076.7
0
14,737.8
18,176.4
0
1
1
14
20
0.823529
1001_1279
1
3
0
2,970
0
1,897
0
0
1,950
train_only
5,100
2,970
233
227
6
279.4
32,235.2
0
31,955.8
0
0
1
0
3
20
0.176471
1001_1279
2
3
7,652
0
0
268
0
0
1,900
bus_only
8,686
7,652
766
338
428
918.5
31,933.7
31,015.2
0
0
1
0
0
0
20
0
1001_1280
0
6
0
1,380
720
910
81
1
4,200
train+gtx
3,159
2,100
149
49
19
178.1
35,050.2
0
16,695.7
18,176.4
0
1
1
15
22
0.681818
1001_1280
1
6
0
3,150
0
153
0
0
1,950
train_only
3,549
3,150
246
227
19
294.9
34,099.9
0
33,805
0
0
1
0
7
22
0.318182
1001_1280
2
6
7,571
0
0
379
0
0
1,900
bus_only
9,183
7,571
1,233
338
895
1,478.6
32,856.9
31,378.2
0
0
1
0
0
0
22
0
1001_1280
3
6
7,343
0
0
379
0
0
1,900
bus_only
9,053
7,343
1,331
338
993
1,595.8
32,323
30,727.1
0
0
1
0
0
0
22
0
1001_1280
4
6
7,425
0
0
552
0
1
1,900
bus_only
9,375
7,425
1,398
338
1,060
1,676.7
32,594
30,917.3
0
0
1
0
0
0
22
0
1001_1280
5
6
9,230
0
0
750
0
0
1,900
bus_only
11,378
9,230
1,398
338
1,060
1,676.7
34,752.8
33,076
0
0
1
0
0
0
22
0
1001_1284
0
4
0
2,040
720
980
81
1
4,950
train+gtx
3,922
2,760
182
49
52
217.5
45,305
0
26,911
18,176.4
0
1
1
38
47
0.808511
1001_1284
1
4
0
3,390
0
1,603
0
0
2,150
train_only
5,272
3,390
279
227
52
334.4
43,439.9
0
43,105.5
0
0
1
0
9
47
0.191489
1001_1284
2
4
8,085
0
0
1,581
0
0
2,100
bus_only
10,847
8,085
1,181
338
843
1,416.3
42,565.8
41,149.5
0
0
1
0
0
0
47
0
1001_1284
3
4
7,928
0
0
1,581
0
0
2,100
bus_only
10,777
7,928
1,268
338
930
1,520.7
42,112
40,591.3
0
0
1
0
0
0
47
0
1001_1311
0
22
3,372
0
0
49
0
0
1,600
bus_only
3,525
3,372
104
69
35
123.4
17,440.9
17,317.6
0
0
1
0
0
0
24
0.045455
1001_1311
1
22
2,482
0
0
161
0
2
1,500
bus_only
2,782
2,482
139
69
70
165.6
14,818
14,652.4
0
0
1
0
0
0
24
0.045455
1001_1311
2
22
3,488
0
0
49
0
0
1,600
bus_only
3,676
3,488
139
69
70
165.6
17,807
17,641.4
0
0
1
0
0
0
24
0.045455
1001_1311
3
22
2,698
0
0
277
0
2
1,500
bus_only
3,087
2,698
112
77
35
133.2
14,988.9
14,855.7
0
0
1
0
0
0
24
0.045455
1001_1311
4
22
2,851
0
0
263
0
1
1,600
bus_only
3,245
2,851
131
69
62
154.5
16,216.4
16,061.9
0
0
1
0
0
0
24
0.045455
1001_1311
5
22
3,454
0
0
49
0
0
1,600
bus_only
3,738
3,454
235
69
166
280.3
17,772.1
17,491.8
0
0
1
0
0
0
24
0.045455
1001_1311
6
22
2,817
0
0
203
0
1
1,600
bus_only
3,255
2,817
235
69
166
280.3
16,192.6
15,912.3
0
0
1
0
0
0
24
0.045455
1001_1311
7
22
2,448
0
0
161
0
2
1,500
bus_only
2,844
2,448
235
69
166
280.3
14,783.1
14,502.8
0
0
1
0
0
0
24
0.045455
1001_1311
8
22
3,322
0
0
109
0
0
1,600
bus_only
3,706
3,322
275
69
206
327.9
17,457.4
17,129.6
0
0
1
0
0
0
24
0.045455
1001_1311
9
22
2,887
0
0
298
0
2
1,600
bus_only
3,391
2,887
206
69
137
245.7
16,137.8
15,892.1
0
0
1
0
0
0
24
0.045455
1001_1311
10
22
2,954
0
0
93
0
1
1,600
bus_only
3,373
2,954
326
69
257
389.4
16,297.9
15,908.5
0
0
1
0
0
0
24
0.045455
1001_1311
11
22
2,562
0
0
569
0
1
1,500
bus_only
3,474
2,562
343
69
274
409.4
15,260.3
14,850.8
0
0
1
0
0
0
24
0.045455
1001_1311
12
22
2,583
0
0
219
2
2
1,500
bus_only
3,137
2,583
335
69
264
400.1
14,930
14,529.9
0
0
1
0
0
0
24
0.045455
1001_1311
13
22
2,648
0
0
337
0
2
1,500
bus_only
3,298
2,648
313
77
236
373.4
15,041.1
14,667.7
0
0
1
0
0
0
24
0.045455
1001_1311
14
22
2,717
0
0
203
0
1
1,600
bus_only
3,324
2,717
404
69
335
483.2
16,044.5
15,561.4
0
0
1
0
0
0
24
0.045455
1001_1311
15
22
2,348
0
0
161
0
2
1,500
bus_only
2,913
2,348
404
69
335
483.2
14,635.1
14,151.9
0
0
1
0
0
0
24
0.045455
1001_1311
16
22
2,870
0
0
153
0
1
1,600
bus_only
3,452
2,870
429
69
360
512.8
16,184.3
15,671.6
0
0
1
0
0
0
24
0.045455
1001_1311
17
22
2,757
0
0
277
0
2
1,600
bus_only
3,410
2,757
376
77
299
449.6
15,584.5
15,134.9
0
0
1
0
0
0
24
0.045455
1001_1311
18
22
2,415
0
0
330
0
2
1,500
bus_only
3,174
2,415
429
69
360
512.8
14,621.2
14,108.5
0
0
1
0
0
0
24
0.045455
1001_1311
19
22
2,450
0
0
353
0
2
1,500
bus_only
3,240
2,450
437
69
368
522.3
15,282.7
14,760.3
0
0
1
0
0
0
24
0.045455
1001_1311
20
22
3,210
0
0
181
12
1
1,600
bus_only
3,840
3,210
449
69
368
535.8
17,556.5
17,020.7
0
0
1
0
0
0
24
0.045455
1001_1311
21
22
3,168
0
0
109
0
0
1,600
bus_only
3,860
3,168
583
69
514
697.3
17,553.4
16,856
0
0
1
0
0
0
24
0.045455
1001_1312
0
3
0
1,980
0
748
14
1
1,650
train_only
2,934
1,980
206
186
6
244.6
16,383.8
0
16,139.2
0
0
1
0
0
14
0.333333
1001_1312
1
3
3,733
0
0
283
26
1
1,600
bus_only
4,213
3,733
197
69
102
234.8
18,246.4
18,011.6
0
0
1
0
0
0
14
0.333333
1001_1312
2
3
3,568
0
0
343
26
1
1,600
bus_only
4,562
3,568
651
69
556
779.1
18,329.8
17,550.7
0
0
1
0
0
0
14
0.333333
1001_1314
0
21
0
2,040
0
675
17
2
1,650
train_only
2,791
2,040
76
44
15
90
19,401.2
0
19,311.2
0
0
1
0
0
15
0
1001_1314
1
21
0
2,070
0
403
259
1
1,650
train_only
2,791
2,070
318
44
15
380
19,300.7
0
18,920.7
0
0
1
0
15
15
1
1001_1314
2
21
5,605
0
0
294
13
1
1,700
bus_only
6,153
5,605
254
69
172
302.8
23,963.5
23,660.7
0
0
1
0
0
0
15
0
1001_1314
3
21
5,409
0
0
294
13
1
1,700
bus_only
5,982
5,409
279
69
197
332.3
23,698.6
23,366.3
0
0
1
0
0
0
15
0
1001_1314
4
21
4,827
0
0
482
6
1
1,700
bus_only
5,673
4,827
364
69
289
434.9
22,145.7
21,710.8
0
0
1
0
0
0
15
0
1001_1314
5
21
2,764
1,650
0
361
47
1
1,750
bus+train
5,155
4,414
380
44
289
454.6
20,626.3
8,021
12,150.8
0
1
1
0
0
15
0
1001_1314
6
21
4,901
0
0
482
6
1
1,700
bus_only
5,778
4,901
395
69
320
471.6
22,398.8
21,927.2
0
0
1
0
0
0
15
0
1001_1314
7
21
4,482
0
0
506
5
2
1,700
bus_only
5,382
4,482
394
69
320
470.4
22,815.7
22,345.3
0
0
1
0
0
0
15
0
1001_1314
8
21
2,891
1,650
0
361
47
1
1,750
bus+train
5,313
4,541
411
44
320
491.3
20,879.4
8,237.4
12,150.8
0
1
1
0
0
15
0
1001_1314
9
21
5,695
0
0
294
13
1
1,700
bus_only
6,373
5,695
384
69
302
458.5
24,248.8
23,790.3
0
0
1
0
0
0
15
0
1001_1314
10
21
3,770
1,650
0
361
47
1
1,750
bus+train
6,174
5,420
393
44
302
469.7
22,934
10,313.6
12,150.8
0
1
1
0
0
15
0
1001_1314
11
21
4,701
0
0
482
6
1
1,700
bus_only
5,719
4,701
536
69
461
641.2
22,010.4
21,369.2
0
0
1
0
0
0
15
0
1001_1314
12
21
4,993
0
0
482
6
1
1,700
bus_only
6,062
4,993
587
69
512
701.6
22,873.4
22,171.8
0
0
1
0
0
0
15
0