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
10003_9349
6
22
457
690
0
565
37
1
1,550
bus+train
2,211
1,147
499
283
179
597.7
9,937
1,143.4
8,196
0
1
1
0
0
13
0
10003_9349
7
22
410
690
0
498
76
1
1,550
bus+train
2,140
1,100
542
283
183
647.4
10,288.1
1,444.7
8,196
0
1
1
0
0
13
0
10003_9349
8
22
239
690
0
773
37
1
1,550
bus+train
2,253
929
551
283
231
659.3
9,859.1
1,003.8
8,196
0
1
1
0
0
13
0
10003_9349
9
22
1,936
0
0
274
4
1
1,500
bus_only
2,755
1,936
545
9
532
652
7,706.4
7,054.5
0
0
1
0
0
0
13
0
10003_9349
10
22
318
510
0
799
49
1
1,550
bus+train
2,206
828
579
283
247
692.3
7,833.1
1,273.6
5,867.1
0
1
1
0
0
13
0
10003_9349
11
22
334
510
0
755
49
1
1,550
bus+train
2,201
844
602
283
270
720.4
7,797.3
1,209.8
5,867.1
0
1
1
0
0
13
0
10003_9349
12
22
164
690
0
527
37
1
1,550
bus+train
2,077
854
696
283
376
833.1
9,722.6
693.6
8,196
0
1
1
0
0
13
0
10003_9349
13
22
3,479
0
0
495
0
0
1,500
bus_only
4,485
3,479
511
32
479
611.1
8,671.7
8,060.6
0
0
1
0
0
0
13
0
10003_9349
14
22
458
510
0
417
250
1
1,550
bus+train
2,128
968
743
283
210
888.7
7,866.5
1,110.6
5,867.1
0
1
1
0
0
13
0
10003_9349
15
22
136
690
0
773
37
1
1,550
bus+train
2,403
826
804
283
484
963
9,737.3
578.2
8,196
0
1
1
0
0
13
0
10003_9349
16
22
231
690
0
467
37
1
1,550
bus+train
2,235
921
847
283
527
1,015.1
10,175.6
964.5
8,196
0
1
1
0
0
13
0
10003_9349
17
22
563
690
0
565
37
1
1,550
bus+train
2,617
1,253
799
283
479
956.8
10,595.6
1,442.8
8,196
0
1
1
0
0
13
0
10003_9349
18
22
532
690
0
488
37
1
1,550
bus+train
2,529
1,222
819
283
499
981.5
10,646.1
1,468.6
8,196
0
1
1
0
0
13
0
10003_9349
19
22
253
510
0
695
49
1
1,550
bus+train
2,322
763
864
283
532
1,035.3
7,829.2
926.8
5,867.1
0
1
1
0
0
13
0
10003_9349
20
22
585
690
0
438
76
1
1,550
bus+train
2,576
1,275
863
283
504
1,033.6
11,035.6
1,806
8,196
0
1
1
0
0
13
0
10003_9349
21
22
363
690
0
425
156
1
1,550
bus+train
2,420
1,053
942
283
503
1,128.1
10,788.2
1,464.1
8,196
0
1
1
0
0
13
0
10003_9400
0
19
1,847
0
0
120
0
0
1,500
bus_only
1,979
1,847
12
9
3
13.5
6,871.1
6,857.6
0
0
1
0
0
25
25
1
10003_9400
1
19
189
510
0
247
248
1
1,550
bus+train
1,480
699
534
283
3
639.4
7,227.6
721
5,867.1
0
1
1
0
0
25
0
10003_9400
2
19
1,784
0
0
180
0
0
1,500
bus_only
2,378
1,784
414
9
405
494.5
6,973.5
6,479
0
0
1
0
0
0
25
0
10003_9400
3
19
2,247
0
0
40
0
0
1,500
bus_only
2,763
2,247
476
32
444
570.1
7,842.6
7,272.5
0
0
1
0
0
0
25
0
10003_9400
4
19
253
510
0
335
49
1
1,550
bus+train
1,612
763
514
283
182
615.3
7,409.2
926.8
5,867.1
0
1
1
0
0
25
0
10003_9400
5
19
241
510
0
235
250
1
1,550
bus+train
1,525
751
539
283
6
644.4
7,232.4
720.9
5,867.1
0
1
1
0
0
25
0
10003_9400
6
19
344
690
0
353
37
1
1,550
bus+train
1,915
1,034
528
283
208
632.6
10,223.7
1,395.1
8,196
0
1
1
0
0
25
0
10003_9400
7
19
180
510
0
335
49
1
1,550
bus+train
1,646
690
621
283
289
743.8
7,286.6
675.6
5,867.1
0
1
1
0
0
25
0
10003_9400
8
19
2,907
0
0
119
0
0
1,500
bus_only
3,568
2,907
542
32
510
648.4
8,409.6
7,761.2
0
0
1
0
0
0
25
0
10003_9400
9
19
1,987
0
0
483
0
1
1,500
bus_only
3,002
1,987
532
32
500
637.2
7,186.1
6,549
0
0
1
0
0
0
25
0
10003_9400
10
19
119
510
0
335
49
1
1,550
bus+train
1,759
629
795
283
463
951.2
7,292
473.7
5,867.1
0
1
1
0
0
25
0
10003_9400
11
19
334
510
0
275
49
1
1,550
bus+train
1,921
844
802
283
470
960.9
8,037.8
1,209.8
5,867.1
0
1
1
0
0
25
0
10003_9400
12
19
276
510
0
422
49
1
1,550
bus+train
2,031
786
823
283
491
985.4
7,516.5
664
5,867.1
0
1
1
0
0
25
0
10003_9400
13
19
153
510
0
377
57
1
1,550
bus+train
1,905
663
865
283
525
1,036.2
7,487.1
583.8
5,867.1
0
1
1
0
0
25
0
10003_9400
14
19
318
510
0
319
49
1
1,550
bus+train
2,017
828
870
283
538
1,042
8,182.8
1,273.6
5,867.1
0
1
1
0
0
25
0
10003_9400
15
19
411
690
0
460
37
1
1,550
bus+train
2,385
1,101
824
283
504
987
10,326.4
1,143.4
8,196
0
1
1
0
0
25
0
10003_9400
16
19
239
690
0
353
37
1
1,550
bus+train
2,136
929
854
283
534
1,022.9
10,222.7
1,003.8
8,196
0
1
1
0
0
25
0
10003_9400
17
19
153
510
0
276
250
1
1,550
bus+train
1,972
663
1,033
283
500
1,237.6
7,491.8
387.1
5,867.1
0
1
1
0
0
25
0
10003_9400
18
19
416
510
0
295
250
1
1,550
bus+train
2,258
926
1,037
283
504
1,241.7
8,278.6
1,169.8
5,867.1
0
1
1
0
0
25
0
10003_9457
0
3
1,734
0
0
251
0
0
1,500
bus_only
1,999
1,734
14
9
5
15.7
6,494.7
6,479
0
0
1
0
0
32
32
1
10003_9457
1
3
1,586
0
0
251
0
0
1,500
bus_only
2,235
1,586
398
9
389
476.9
6,613.4
6,136.6
0
0
1
0
0
0
32
0
10003_9457
2
3
1,799
0
0
251
0
0
1,500
bus_only
2,482
1,799
432
9
423
516.9
7,374.5
6,857.6
0
0
1
0
0
0
32
0
10003_9590
0
8
1,285
0
0
224
0
0
1,500
bus_only
1,521
1,285
12
9
3
12.9
5,440.8
5,427.9
0
0
1
0
0
131
131
1
10003_9590
1
8
1,145
0
0
224
0
0
1,500
bus_only
1,743
1,145
374
9
365
447.8
5,550.9
5,103.1
0
0
1
0
0
0
131
0
10003_9590
2
8
1,498
0
0
284
0
0
1,500
bus_only
2,202
1,498
420
9
411
502.4
6,321.8
5,819.4
0
0
1
0
0
0
131
0
10003_9590
3
8
283
510
0
330
49
1
1,550
bus+train
1,720
793
597
283
265
714.6
7,736.7
1,155
5,867.1
0
1
1
0
0
131
0
10003_9590
4
8
220
510
0
330
49
1
1,550
bus+train
1,758
730
698
283
366
834.6
7,611.9
910.1
5,867.1
0
1
1
0
0
131
0
10003_9590
5
8
312
510
0
270
49
1
1,550
bus+train
1,817
822
725
283
393
867.9
7,976.8
1,241.8
5,867.1
0
1
1
0
0
131
0
10003_9590
6
8
49
510
0
361
33
1
1,550
bus+train
1,687
559
767
283
451
916.9
6,982.9
198.9
5,867.1
0
1
1
0
0
131
0
10003_9590
7
8
353
510
0
330
49
1
1,550
bus+train
2,166
863
973
283
641
1,165.1
8,417.8
1,385.6
5,867.1
0
1
1
0
0
131
0
10003_9636
0
3
1,142
0
0
132
0
0
1,500
bus_only
1,291
1,142
17
9
8
18.7
5,121.7
5,103.1
0
0
1
0
0
107
107
1
10003_9636
1
3
1,032
0
0
132
0
0
1,500
bus_only
1,712
1,032
548
9
539
657
5,287
4,630.1
0
0
1
0
0
0
107
0
10003_9636
2
3
1,269
0
0
132
0
0
1,500
bus_only
1,769
1,269
368
9
359
440.5
5,868.4
5,427.9
0
0
1
0
0
0
107
0
10003_9699
0
4
1,105
0
0
204
0
0
1,500
bus_only
1,326
1,105
17
9
8
18.1
4,648.2
4,630.1
0
0
1
0
0
49
49
1
10003_9699
1
4
944
0
0
144
0
0
1,500
bus_only
1,527
944
439
9
430
525
4,780.7
4,255.6
0
0
1
0
0
0
49
0
10003_9699
2
4
1,222
0
0
204
0
0
1,500
bus_only
1,944
1,222
518
9
509
620.2
5,723.2
5,103.1
0
0
1
0
0
0
49
0
10003_9699
3
4
104
330
0
271
133
1
1,550
bus+train
1,544
434
839
283
423
1,005.8
5,070.8
386.4
3,678.5
0
1
1
0
0
49
0
10003_9758
0
3
1,062
0
0
108
0
0
1,500
bus_only
1,205
1,062
35
32
3
40.4
4,323
4,282.6
0
0
1
0
0
65
65
1
10003_9758
1
3
944
0
0
108
0
0
1,500
bus_only
1,521
944
469
32
437
561.4
4,457.5
3,896.1
0
0
1
0
0
0
65
0
10003_9758
2
3
1,222
0
0
168
0
0
1,500
bus_only
1,840
1,222
450
32
418
537.2
5,192.8
4,655.6
0
0
1
0
0
0
65
0
10003_9847
0
3
737
0
0
57
0
0
1,500
bus_only
818
737
24
9
15
27.5
3,592.4
3,564.8
0
0
1
0
0
30
30
1
10003_9847
1
3
826
0
0
57
0
0
1,500
bus_only
1,248
826
365
9
356
436.4
4,305
3,868.5
0
0
1
0
0
0
30
0
10003_9847
2
3
856
0
0
1,099
0
0
1,500
bus_only
2,335
856
380
9
371
455.2
4,356.5
3,901.3
0
0
1
0
0
0
30
0
10003_9968
0
8
399
0
0
408
0
0
1,500
bus_only
836
399
29
9
20
33.5
2,232.6
2,199
0
0
1
0
0
271
271
1
10003_9968
1
8
484
0
0
255
0
0
1,500
bus_only
796
484
57
32
25
67.3
2,291.9
2,224.6
0
0
1
0
0
0
271
0
10003_9968
2
8
514
0
0
468
0
0
1,500
bus_only
1,299
514
317
9
308
379.2
2,835.8
2,456.6
0
0
1
0
0
0
271
0
10003_9968
3
8
595
0
0
255
0
0
1,500
bus_only
1,185
595
335
32
303
400.8
2,873.2
2,472.3
0
0
1
0
0
0
271
0
10003_9968
4
8
339
0
0
468
0
0
1,500
bus_only
1,291
339
484
9
475
578.9
2,319.7
1,740.8
0
0
1
0
0
0
271
0
10003_9968
5
8
393
0
0
315
0
0
1,500
bus_only
1,211
393
503
32
471
600.9
2,367.8
1,766.9
0
0
1
0
0
0
271
0
10003_9968
6
8
1,028
0
0
674
0
0
1,500
bus_only
2,120
1,028
418
32
386
499.6
2,921.4
2,421.8
0
0
1
0
0
0
271
0
10003_9968
7
8
861
0
0
428
0
1
1,500
bus_only
1,707
861
418
32
386
499.6
2,940.1
2,440.5
0
0
1
0
0
0
271
0
10007_14750
0
11
175
0
0
110
0
0
1,500
bus_only
297
175
12
5
7
13.3
837.8
824.5
0
0
1
0
0
62
62
1
10007_14750
1
11
192
0
0
67
0
0
1,500
bus_only
287
192
28
26
2
32.7
868.6
836
0
0
1
0
0
0
62
0
10007_14750
2
11
281
0
0
110
0
0
1,500
bus_only
552
281
161
5
156
192.2
1,150.8
958.7
0
0
1
0
0
0
62
0
10007_14750
3
11
329
0
0
67
0
0
1,500
bus_only
561
329
165
26
139
197.2
1,156.7
959.5
0
0
1
0
0
0
62
0
10007_14750
4
11
238
0
0
123
0
0
1,500
bus_only
540
238
179
26
153
213.4
1,183.9
970.5
0
0
1
0
0
0
62
0
10007_14750
5
11
77
0
0
170
0
0
1,500
bus_only
702
77
455
5
450
544.4
941.7
397.4
0
0
1
0
0
0
62
0
10007_14750
6
11
80
0
0
127
0
0
1,500
bus_only
685
80
478
26
452
572.6
982.9
410.3
0
0
1
0
0
0
62
0
10007_14750
7
11
457
0
0
582
0
0
1,500
bus_only
1,406
457
367
26
341
439.6
2,309.9
1,870.3
0
0
1
0
0
0
62
0
10007_14750
8
11
493
0
0
67
0
0
1,500
bus_only
1,059
493
499
26
473
597.5
1,856.2
1,258.6
0
0
1
0
0
0
62
0
10007_14750
9
11
144
0
0
294
0
0
1,500
bus_only
948
144
510
26
484
610.4
1,055
444.6
0
0
1
0
0
0
62
0
10007_14750
10
11
531
0
0
582
0
0
1,500
bus_only
1,612
531
499
26
473
597.7
2,756.9
2,159.3
0
0
1
0
0
0
62
0
10007_7000044
0
5
836
0
0
307
0
0
1,500
bus_only
1,249
836
106
5
101
126.2
3,307.9
3,181.7
0
0
1
0
0
17
17
1
10007_7000044
1
5
778
0
0
323
5
1
1,500
bus_only
1,233
778
132
26
101
156.7
3,350.3
3,193.6
0
0
1
0
0
0
17
0
10007_7000044
2
5
674
0
0
309
0
0
1,500
bus_only
1,263
674
280
26
254
334.3
3,587.7
3,253.4
0
0
1
0
0
0
17
0
10007_7000044
3
5
596
0
0
309
0
0
1,500
bus_only
1,293
596
388
26
362
464.8
3,346.5
2,881.7
0
0
1
0
0
0
17
0
10007_7000044
4
5
663
0
0
367
0
0
1,500
bus_only
1,459
663
429
5
424
513.7
3,384
2,870.3
0
0
1
0
0
0
17
0
10007_8001788
0
10
285
0
0
140
0
0
1,500
bus_only
439
285
14
5
9
16.1
974.8
958.7
0
0
1
0
0
32
32
1
10007_8001788
1
10
196
0
0
174
0
0
1,500
bus_only
405
196
35
26
9
41.4
1,011.9
970.5
0
0
1
0
0
0
32
0
10007_8001788
2
10
360
0
0
102
0
0
1,500
bus_only
587
360
125
26
99
148.8
1,108.2
959.5
0
0
1
0
0
0
32
0
10007_8001788
3
10
179
0
0
140
0
0
1,500
bus_only
467
179
148
5
143
176.8
1,001.3
824.5
0
0
1
0
0
0
32
0
10007_8001788
4
10
200
0
0
71
0
0
1,500
bus_only
443
200
172
26
146
205.8
1,041.8
836
0
0
1
0
0
0
32
0
10007_8001788
5
10
535
0
0
102
0
0
1,500
bus_only
1,017
535
380
26
354
454.8
1,713.4
1,258.6
0
0
1
0
0
0
32
0
10007_8001788
6
10
359
0
0
200
0
0
1,500
bus_only
966
359
407
5
402
487.4
1,800.6
1,313.2
0
0
1
0
0
0
32
0
10007_8001788
7
10
390
0
0
119
0
0
1,500
bus_only
938
390
429
26
403
512.8
1,837.8
1,325
0
0
1
0
0
0
32
0
10007_8001788
8
10
457
0
0
1,016
0
0
1,500
bus_only
1,769
457
296
26
270
354.5
2,224.8
1,870.3
0
0
1
0
0
0
32
0
10007_8001788
9
10
729
0
0
484
0
1
1,500
bus_only
1,874
729
661
150
511
791.8
3,814.1
3,022.3
0
0
1
0
0
0
32
0
10007_8501313
0
11
384
0
0
73
0
0
1,500
bus_only
490
384
33
26
7
38.3
1,873.8
1,835.5
0
0
1
0
0
52
52
1
10007_8501313
1
11
324
0
0
73
0
0
1,500
bus_only
739
324
342
26
316
409.7
1,969.5
1,559.8
0
0
1
0
0
0
52
0
10007_8501313
2
11
684
0
0
285
0
0
1,500
bus_only
1,290
684
321
26
295
383.7
2,292.6
1,908.9
0
0
1
0
0
0
52
0
10007_8501313
3
11
389
0
0
317
0
1
1,500
bus_only
897
389
191
26
165
227.6
1,997
1,769.5
0
0
1
0
0
0
52
0
10007_8501313
4
11
462
0
0
317
0
1
1,500
bus_only
1,100
462
321
26
295
383.7
2,314.2
1,930.5
0
0
1
0
0
0
52
0
10007_8501313
5
11
346
0
0
622
0
0
1,500
bus_only
1,451
346
483
26
457
577.9
2,030.4
1,452.5
0
0
1
0
0
0
52
0
10007_8501313
6
11
566
0
0
351
0
0
1,500
bus_only
1,418
566
501
26
475
600.6
2,088.1
1,487.5
0
0
1
0
0
0
52
0