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
9904_9957
12
17
176
0
0
49
0
0
1,500
bus_only
650
176
425
173
252
509.1
912.6
403.4
0
0
1
0
0
0
38
0
9904_9957
13
17
30
0
0
322
0
0
1,500
bus_only
867
30
515
12
503
615.9
769.3
153.4
0
0
1
0
0
0
38
0
9904_9957
14
17
199
0
0
262
0
0
1,500
bus_only
962
199
501
12
489
599.6
1,459.8
860.2
0
0
1
0
0
0
38
0
9904_9957
15
17
100
0
0
49
0
0
1,500
bus_only
732
100
583
173
410
698.6
851.4
152.9
0
0
1
0
0
0
38
0
9904_9957
16
17
305
0
0
109
0
0
1,500
bus_only
1,295
305
881
173
708
1,055.1
1,696.4
641.4
0
0
1
0
0
0
38
0
9904_9968
0
6
878
0
0
241
0
0
1,500
bus_only
1,156
878
37
12
25
41.7
3,562
3,520.2
0
0
1
0
0
0
160
0
9904_9968
1
6
681
0
0
181
0
0
1,500
bus_only
1,365
681
503
12
491
602.4
3,664.9
3,062.5
0
0
1
0
0
0
160
0
9904_9968
2
6
1,481
0
0
289
0
0
1,500
bus_only
1,919
1,481
149
12
137
177
5,426.1
5,249.1
0
0
1
0
0
0
160
0
9904_9968
3
6
1,238
0
0
45
0
0
1,500
bus_only
1,598
1,238
315
12
303
376.9
4,153.7
3,776.8
0
0
1
0
0
0
160
0
9904_9968
4
6
1,047
0
0
289
0
0
1,500
bus_only
1,657
1,047
321
12
309
384
4,170.4
3,786.5
0
0
1
0
0
160
160
1
9904_9968
5
6
1,429
0
0
289
0
0
1,500
bus_only
2,114
1,429
396
12
384
474.5
5,475.6
5,001.1
0
0
1
0
0
0
160
0
9904_9987
0
12
290
0
0
65
0
0
1,500
bus_only
375
290
20
12
8
22.4
1,051.7
1,029.3
0
0
1
0
0
71
71
1
9904_9987
1
12
244
0
0
65
0
0
1,500
bus_only
577
244
268
12
256
319.9
1,116
796.1
0
0
1
0
0
0
71
0
9904_9987
2
12
198
0
0
127
0
0
1,500
bus_only
589
198
264
12
252
314.9
1,110.3
795.4
0
0
1
0
0
0
71
0
9904_9987
3
12
456
0
0
127
0
0
1,500
bus_only
917
456
334
12
322
399.2
1,703.6
1,304.5
0
0
1
0
0
0
71
0
9904_9987
4
12
418
0
0
125
0
0
1,500
bus_only
901
418
358
12
346
427.1
1,757
1,329.9
0
0
1
0
0
0
71
0
9904_9987
5
12
240
0
0
207
0
0
1,500
bus_only
913
240
466
12
454
557.3
1,251.4
694.1
0
0
1
0
0
0
71
0
9904_9987
6
12
159
0
0
125
0
0
1,500
bus_only
787
159
503
12
491
601
1,148
547
0
0
1
0
0
0
71
0
9904_9987
7
12
275
0
0
323
0
0
1,500
bus_only
1,070
275
472
12
460
565
1,306.8
741.8
0
0
1
0
0
0
71
0
9904_9987
8
12
136
0
0
127
0
0
1,500
bus_only
802
136
539
12
527
645.3
1,190.9
545.6
0
0
1
0
0
0
71
0
9904_9987
9
12
140
0
0
163
0
0
1,500
bus_only
846
140
543
173
370
650.8
1,393
742.2
0
0
1
0
0
0
71
0
9904_9987
10
12
188
0
0
163
0
0
1,500
bus_only
1,059
188
708
173
535
847.8
1,825.9
978.1
0
0
1
0
0
0
71
0
9904_9987
11
12
260
0
0
163
0
0
1,500
bus_only
1,124
260
701
173
528
840.3
2,135
1,294.7
0
0
1
0
0
0
71
0
9905_10506
0
13
2,692
0
0
175
0
0
1,500
bus_only
2,881
2,692
14
13
1
15.8
13,750.3
13,734.5
0
0
1
0
0
13
13
1
9905_10506
1
13
1,960
0
0
579
0
2
1,500
bus_only
2,703
1,960
164
13
151
195.3
12,626.9
12,431.6
0
0
1
0
0
0
13
0
9905_10506
2
13
2,648
0
0
235
0
0
1,500
bus_only
3,269
2,648
386
13
373
461.3
13,862.3
13,401
0
0
1
0
0
0
13
0
9905_10506
3
13
1,972
0
0
784
0
1
1,500
bus_only
2,920
1,972
164
13
151
195.3
12,626.9
12,431.6
0
0
1
0
0
0
13
0
9905_10506
4
13
1,936
0
0
844
0
1
1,500
bus_only
3,166
1,936
386
13
373
461.3
12,489.3
12,028.1
0
0
1
0
0
0
13
0
9905_10506
5
13
549
1,050
0
810
165
2
1,550
bus+train
2,766
1,599
357
14
178
426.8
15,073
2,612.7
12,033.5
0
1
1
0
0
13
0
9905_10506
6
13
1,924
0
0
639
0
2
1,500
bus_only
2,949
1,924
386
13
373
461.3
12,489.3
12,028.1
0
0
1
0
0
0
13
0
9905_10506
7
13
2,729
0
0
235
0
0
1,500
bus_only
3,461
2,729
497
13
484
595.5
14,787.7
14,192.3
0
0
1
0
0
0
13
0
9905_10506
8
13
1,989
0
0
678
0
2
1,500
bus_only
3,216
1,989
549
13
536
657.6
13,475
12,817.5
0
0
1
0
0
0
13
0
9905_10506
9
13
649
1,050
0
810
165
2
1,650
bus+train
3,192
1,699
683
14
504
817.8
15,895.1
3,043.8
12,033.5
0
1
1
0
0
13
0
9905_10506
10
13
475
1,050
0
810
165
2
1,550
bus+train
3,077
1,525
742
14
563
889.4
15,190.7
2,267.8
12,033.5
0
1
1
0
0
13
0
9905_10506
11
13
548
1,050
0
842
225
2
1,550
bus+train
3,174
1,598
734
14
495
879.2
15,324.4
2,411.7
12,033.5
0
1
1
0
0
13
0
9905_10506
12
13
446
1,050
0
777
380
2
1,550
bus+train
3,162
1,496
889
14
495
1,064.9
14,923
1,824.6
12,033.5
0
1
1
0
0
13
0
9905_10631
0
5
1,743
0
0
331
5
1
1,500
bus_only
2,109
1,743
35
13
17
39.2
10,579.4
10,540.1
0
0
1
0
0
0
23
0
9905_10631
1
5
2,383
0
0
496
0
0
1,500
bus_only
2,893
2,383
14
13
1
16
11,674.6
11,658.6
0
0
1
0
0
17
23
0.73913
9905_10631
2
5
1,764
0
0
378
0
1
1,500
bus_only
2,450
1,764
308
13
295
369.2
11,254
10,884.8
0
0
1
0
0
6
23
0.26087
9905_10631
3
5
1,831
0
0
271
5
1
1,500
bus_only
2,414
1,831
312
13
294
371.8
11,189.7
10,817.9
0
0
1
0
0
0
23
0
9905_10631
4
5
2,424
0
0
496
0
0
1,500
bus_only
3,228
2,424
308
13
295
369.2
12,289.6
11,920.4
0
0
1
0
0
0
23
0
9905_10718
0
2
1,847
0
0
222
0
0
1,500
bus_only
2,089
1,847
20
13
7
22.5
11,077.2
11,054.7
0
0
1
0
0
123
123
1
9905_10718
1
2
1,898
0
0
162
0
0
1,500
bus_only
2,439
1,898
379
13
366
454.3
11,840.1
11,385.8
0
0
1
0
0
0
123
0
9905_14495
0
9
1,522
0
0
426
0
0
1,500
bus_only
1,965
1,522
17
13
4
20
5,364.5
5,344.5
0
0
1
0
0
16
16
1
9905_14495
1
9
822
180
0
597
184
2
1,550
bus+train
1,889
1,002
290
64
42
344.8
5,301.8
2,895.1
2,062
0
1
1
0
0
16
0
9905_14495
2
9
1,569
0
0
426
0
0
1,500
bus_only
2,246
1,569
251
13
238
300.1
5,852.8
5,552.8
0
0
1
0
0
0
16
0
9905_14495
3
9
1,466
0
0
426
0
0
1,500
bus_only
2,245
1,466
353
13
340
422.3
5,462.6
5,040.3
0
0
1
0
0
0
16
0
9905_14495
4
9
900
180
0
597
184
2
1,550
bus+train
2,160
1,080
483
64
235
576.2
5,777.5
3,139.3
2,062
0
1
1
0
0
16
0
9905_14495
5
9
931
180
0
659
154
2
1,550
bus+train
2,279
1,111
509
64
291
607.4
6,469.1
3,799.8
2,062
0
1
1
0
0
16
0
9905_14495
6
9
760
180
0
597
184
2
1,550
bus+train
2,127
940
590
64
342
705
5,394.9
2,627.9
2,062
0
1
1
0
0
16
0
9905_14495
7
9
895
180
0
599
154
2
1,550
bus+train
2,342
1,075
668
64
450
798.9
6,544.7
3,683.9
2,062
0
1
1
0
0
16
0
9905_14495
8
9
652
450
0
705
112
2
1,550
bus+train
2,522
1,102
715
64
539
854.9
7,161.7
2,434.1
3,872.7
0
1
1
0
0
16
0
9905_74926
0
2
1,156
0
0
221
0
0
1,500
bus_only
1,391
1,156
14
13
1
15.5
6,067.4
6,052
0
0
1
0
0
18
18
1
9905_74926
1
2
1,522
0
0
320
0
0
1,500
bus_only
2,852
1,522
1,010
14
996
1,209.9
7,252.3
6,042.4
0
0
1
0
0
0
18
0
9905_74927
0
2
1,186
0
0
526
0
0
1,500
bus_only
1,736
1,186
24
13
11
27.4
6,931.9
6,904.5
0
0
1
0
0
25
25
1
9905_74927
1
2
1,774
0
0
104
0
0
1,500
bus_only
1,905
1,774
27
14
13
31.3
6,947.7
6,916.5
0
0
1
0
0
0
25
0
9905_74931
0
3
1,442
0
0
214
0
0
1,500
bus_only
1,670
1,442
14
13
1
15.6
9,346.4
9,330.8
0
0
1
0
0
23
25
0.92
9905_74931
1
3
2,213
0
0
334
0
0
1,500
bus_only
3,040
2,213
493
13
480
589.9
11,403.3
10,813.3
0
0
1
0
0
2
25
0.08
9905_74931
2
3
1,481
0
0
335
0
1
1,500
bus_only
2,309
1,481
493
13
480
589.9
10,367.7
9,777.8
0
0
1
0
0
0
25
0
9905_74932
0
4
1,576
0
0
329
0
0
1,500
bus_only
1,926
1,576
21
13
8
23.9
10,067.7
10,043.8
0
0
1
0
0
28
29
0.965517
9905_74932
1
4
1,651
0
0
441
0
1
1,500
bus_only
2,236
1,651
144
13
131
171.4
10,336.9
10,165.6
0
0
1
0
0
1
29
0.034483
9905_74932
2
4
2,150
0
0
578
0
0
1,500
bus_only
3,049
2,150
321
13
308
384.2
11,197.6
10,813.3
0
0
1
0
0
0
29
0
9905_74932
3
4
1,548
0
0
441
0
1
1,500
bus_only
2,310
1,548
321
13
308
384.2
10,162
9,777.8
0
0
1
0
0
0
29
0
9905_8001762
0
4
738
0
0
176
0
0
1,500
bus_only
935
738
21
13
8
23.9
2,520.7
2,496.8
0
0
1
0
0
20
20
1
9905_8001762
1
4
580
0
0
208
0
0
1,500
bus_only
1,128
580
340
14
326
407
2,688.8
2,281.8
0
0
1
0
0
0
20
0
9905_8001762
2
4
623
0
0
236
0
0
1,500
bus_only
1,235
623
376
13
363
449.5
2,601.9
2,152.4
0
0
1
0
0
0
20
0
9905_8001762
3
4
870
0
0
236
0
0
1,500
bus_only
1,539
870
433
13
420
517.6
3,403.7
2,886.1
0
0
1
0
0
0
20
0
9905_8001764
0
14
753
0
0
237
0
0
1,500
bus_only
1,044
753
54
14
40
63.2
2,225.6
2,162.4
0
0
1
0
0
62
62
1
9905_8001764
1
14
412
0
0
335
0
0
1,500
bus_only
1,108
412
361
14
347
432
1,945
1,512.9
0
0
1
0
0
0
62
0
9905_8001764
2
14
957
0
0
521
0
0
1,500
bus_only
1,701
957
223
14
209
267.2
2,781.7
2,514.6
0
0
1
0
0
0
62
0
9905_8001764
3
14
714
0
0
521
0
0
1,500
bus_only
1,494
714
259
14
245
309.6
2,312.9
2,003.2
0
0
1
0
0
0
62
0
9905_8001764
4
14
648
0
0
300
0
1
1,500
bus_only
1,207
648
259
14
245
309.6
2,312.9
2,003.2
0
0
1
0
0
0
62
0
9905_8001764
5
14
796
0
0
521
0
0
1,500
bus_only
1,628
796
311
14
297
372.4
2,525.8
2,153.4
0
0
1
0
0
0
62
0
9905_8001764
6
14
860
0
0
294
0
0
1,500
bus_only
1,494
860
340
14
326
407.4
2,427.4
2,020
0
0
1
0
0
0
62
0
9905_8001764
7
14
898
0
0
297
0
0
1,500
bus_only
1,546
898
351
14
337
420.1
2,925.7
2,505.6
0
0
1
0
0
0
62
0
9905_8001764
8
14
511
0
0
335
0
0
1,500
bus_only
1,240
511
394
14
380
471.1
2,349.3
1,878.2
0
0
1
0
0
0
62
0
9905_8001764
9
14
503
0
0
393
104
1
1,500
bus_only
1,223
503
327
14
209
390.8
2,264.9
1,874.1
0
0
1
0
0
0
62
0
9905_8001764
10
14
697
0
0
300
0
1
1,500
bus_only
1,308
697
311
14
297
372.4
2,525.8
2,153.4
0
0
1
0
0
0
62
0
9905_8001764
11
14
609
0
0
297
0
0
1,500
bus_only
1,297
609
391
14
377
467.7
2,312.9
1,845.2
0
0
1
0
0
0
62
0
9905_8001764
12
14
912
0
0
257
0
0
1,500
bus_only
1,585
912
416
14
402
498.5
3,048.1
2,549.5
0
0
1
0
0
0
62
0
9905_8001764
13
14
359
0
0
335
0
0
1,500
bus_only
1,207
359
513
14
499
613.5
1,951.7
1,338.2
0
0
1
0
0
0
62
0
9905_8001778
0
4
946
0
0
84
0
0
1,500
bus_only
1,055
946
25
13
12
29.2
4,906.9
4,877.7
0
0
1
0
0
34
34
1
9905_8001778
1
4
1,060
0
0
84
0
0
1,500
bus_only
1,658
1,060
514
13
501
615.9
5,928.6
5,312.7
0
0
1
0
0
0
34
0
9905_8001778
2
4
962
0
0
1,414
0
1
1,500
bus_only
2,855
962
479
14
465
573.8
5,177.1
4,603.3
0
0
1
0
0
0
34
0
9905_8001778
3
4
1,141
0
0
1,414
0
1
1,500
bus_only
3,113
1,141
558
14
544
668
5,936.1
5,268.1
0
0
1
0
0
0
34
0
9905_8001785
0
5
434
0
0
209
0
0
1,500
bus_only
697
434
54
13
41
62.8
1,416.3
1,353.5
0
0
1
0
0
72
72
1
9905_8001785
1
5
308
0
0
73
0
0
1,500
bus_only
592
308
211
13
198
252.5
1,467.7
1,215.2
0
0
1
0
0
0
72
0
9905_8001785
2
5
404
0
0
73
0
0
1,500
bus_only
904
404
427
13
414
511.6
1,972.7
1,461.1
0
0
1
0
0
0
72
0
9905_8001785
3
5
581
0
0
149
0
0
1,500
bus_only
1,249
581
519
13
506
622.3
2,388.9
1,766.6
0
0
1
0
0
0
72
0
9905_8001785
4
5
687
0
0
83
0
0
1,500
bus_only
1,294
687
524
14
510
627.8
2,403.6
1,775.8
0
0
1
0
0
0
72
0
9905_8002110
0
6
691
0
0
270
0
0
1,500
bus_only
985
691
24
13
11
27.3
3,639.9
3,612.6
0
0
1
0
0
37
37
1
9905_8002110
1
6
786
0
0
285
0
0
1,500
bus_only
1,306
786
235
14
221
281.5
4,096.7
3,815.2
0
0
1
0
0
0
37
0
9905_8002110
2
6
830
0
0
285
0
0
1,500
bus_only
1,538
830
423
14
409
506.1
4,516
4,009.9
0
0
1
0
0
0
37
0
9905_8002110
3
6
1,417
0
0
351
0
0
1,500
bus_only
2,138
1,417
370
14
356
442.7
4,698.4
4,255.7
0
0
1
0
0
0
37
0
9905_8002110
4
6
808
0
0
210
0
0
1,500
bus_only
1,504
808
486
13
473
582.1
4,624.7
4,042.6
0
0
1
0
0
0
37
0
9905_8002110
5
6
1,328
0
0
291
0
0
1,500
bus_only
2,186
1,328
567
14
553
678.9
4,772.2
4,093.4
0
0
1
0
0
0
37
0
9905_8002275
0
6
1,300
0
0
704
0
0
1,500
bus_only
2,024
1,300
20
13
7
23
5,575.8
5,552.8
0
0
1
0
0
14
14
1
9905_8002275
1
6
1,660
0
0
265
65
1
1,500
bus_only
2,008
1,660
83
13
5
98
6,213.3
6,115.3
0
0
1
0
0
0
14
0
9905_8002275
2
6
1,264
0
0
704
0
0
1,500
bus_only
2,211
1,264
243
13
230
290.7
5,635.2
5,344.5
0
0
1
0
0
0
14
0
9905_8002275
3
6
1,585
0
0
265
65
1
1,500
bus_only
2,202
1,585
352
13
274
420.8
6,291.9
5,871.1
0
0
1
0
0
0
14
0