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
9957_8001060
1
14
385
0
0
391
30
1
1,500
bus_only
1,040
385
264
28
206
314.6
1,838.8
1,524.2
0
0
1
0
0
0
46
0
9957_8001060
2
14
707
0
0
149
0
0
1,500
bus_only
1,167
707
311
133
178
371.7
2,031.3
1,659.6
0
0
1
0
0
0
46
0
9957_8001060
3
14
340
0
0
361
0
0
1,500
bus_only
1,040
340
339
133
206
405.1
1,864.1
1,459.1
0
0
1
0
0
0
46
0
9957_8001060
4
14
573
0
0
149
0
0
1,500
bus_only
1,175
573
453
133
320
542.8
1,801.5
1,258.8
0
0
1
0
0
0
46
0
9957_8001060
5
14
413
0
0
361
0
0
1,500
bus_only
1,283
413
509
133
376
609.1
2,391.1
1,782
0
0
1
0
0
0
46
0
9957_8001060
6
14
385
0
0
1,024
0
0
1,500
bus_only
1,898
385
489
28
461
584.8
2,115.3
1,530.5
0
0
1
0
0
0
46
0
9957_8001060
7
14
764
0
0
209
0
0
1,500
bus_only
1,563
764
590
133
457
706.8
2,631.9
1,925.2
0
0
1
0
0
0
46
0
9957_8001060
8
14
432
0
0
1,345
0
1
1,500
bus_only
2,172
432
395
28
367
472.6
2,154.9
1,682.3
0
0
1
0
0
0
46
0
9957_8001060
9
14
512
0
0
209
0
0
1,500
bus_only
1,353
512
632
133
499
756.2
1,825.4
1,069.2
0
0
1
0
0
0
46
0
9957_8001060
10
14
450
0
0
1,024
0
0
1,500
bus_only
1,987
450
513
28
485
614.5
2,395.4
1,780.9
0
0
1
0
0
0
46
0
9957_8001060
11
14
455
0
0
361
0
0
1,500
bus_only
1,510
455
694
133
561
831
2,779.5
1,948.5
0
0
1
0
0
0
46
0
9957_8001060
12
14
490
0
0
1,405
0
1
1,500
bus_only
2,453
490
558
28
530
666.5
2,606.1
1,939.6
0
0
1
0
0
0
46
0
9957_8001060
13
14
396
0
0
1,347
0
0
1,500
bus_only
2,453
396
710
180
530
849.5
2,658.7
1,809.2
0
0
1
0
0
0
46
0
9957_8001754
0
8
734
0
0
108
0
0
1,500
bus_only
876
734
34
28
6
39.7
2,290.8
2,251.1
0
0
1
0
0
24
24
1
9957_8001754
1
8
810
0
0
108
0
0
1,500
bus_only
1,256
810
338
28
310
403.3
2,931.1
2,527.8
0
0
1
0
0
0
24
0
9957_8001754
2
8
455
0
0
420
0
0
1,500
bus_only
1,334
455
459
133
326
549.7
2,498.2
1,948.5
0
0
1
0
0
0
24
0
9957_8001754
3
8
501
0
0
479
0
1
1,500
bus_only
1,334
501
354
28
326
423.4
2,436.3
2,012.9
0
0
1
0
0
0
24
0
9957_8001754
4
8
459
0
0
479
0
1
1,500
bus_only
1,401
459
463
28
435
554.3
2,400.7
1,846.4
0
0
1
0
0
0
24
0
9957_8001754
5
8
543
0
0
479
0
1
1,500
bus_only
1,497
543
475
28
447
568.3
2,740.6
2,172.2
0
0
1
0
0
0
24
0
9957_8001754
6
8
413
0
0
420
0
0
1,500
bus_only
1,401
413
568
133
435
680.7
2,462.6
1,782
0
0
1
0
0
0
24
0
9957_8001754
7
8
497
0
0
420
0
0
1,500
bus_only
1,497
497
580
133
447
694.7
2,802.5
2,107.8
0
0
1
0
0
0
24
0
9957_8001755
0
8
824
0
0
158
0
0
1,500
bus_only
1,017
824
35
28
7
39.8
2,565.6
2,525.7
0
0
1
0
0
0
112
0
9957_8001755
1
8
649
0
0
295
0
0
1,500
bus_only
983
649
39
27
12
46
2,569.6
2,523.7
0
0
1
0
0
112
112
1
9957_8001755
2
8
770
0
0
218
0
0
1,500
bus_only
1,305
770
317
28
289
377.3
2,626.3
2,249
0
0
1
0
0
0
112
0
9957_8001755
3
8
603
0
0
355
0
0
1,500
bus_only
1,278
603
320
27
293
382.6
2,629.5
2,246.9
0
0
1
0
0
0
112
0
9957_8001755
4
8
709
0
0
355
0
0
1,500
bus_only
1,588
709
524
27
497
627.9
3,609.8
2,981.9
0
0
1
0
0
0
112
0
9957_8001755
5
8
915
0
0
158
0
0
1,500
bus_only
1,612
915
539
28
511
644.6
3,628.1
2,983.5
0
0
1
0
0
0
112
0
9957_8001755
6
8
560
0
0
531
0
1
1,500
bus_only
1,686
560
595
28
567
712.7
2,725.6
2,012.9
0
0
1
0
0
0
112
0
9957_8001755
7
8
455
0
0
531
0
0
1,500
bus_only
1,686
455
700
133
567
839.1
2,787.6
1,948.5
0
0
1
0
0
0
112
0
9957_8001757
0
4
788
0
0
226
0
0
1,500
bus_only
1,058
788
44
27
17
51.7
3,291.2
3,239.5
0
0
1
0
0
45
45
1
9957_8001757
1
4
673
0
0
226
0
0
1,500
bus_only
1,231
673
332
27
305
398
3,379.9
2,981.9
0
0
1
0
0
0
45
0
9957_8001757
2
4
841
0
0
286
0
0
1,500
bus_only
1,444
841
317
27
290
379.4
3,892.3
3,513
0
0
1
0
0
0
45
0
9957_8001757
3
4
890
0
0
358
0
1
1,500
bus_only
1,512
890
264
28
236
315.5
3,390.2
3,074.7
0
0
1
0
0
0
45
0
9957_8001758
0
4
860
0
0
68
0
0
1,500
bus_only
967
860
39
27
12
45.9
3,558.8
3,513
0
0
1
0
0
17
17
1
9957_8001758
1
4
807
0
0
68
0
0
1,500
bus_only
1,221
807
346
27
319
414.6
3,654.1
3,239.5
0
0
1
0
0
0
17
0
9957_8001758
2
4
907
0
0
68
0
0
1,500
bus_only
1,337
907
362
27
335
433.8
4,253.5
3,819.7
0
0
1
0
0
0
17
0
9957_8001758
3
4
902
0
0
547
0
0
1,500
bus_only
1,867
902
418
28
390
500
4,776.8
4,276.8
0
0
1
0
0
0
17
0
9957_8001761
0
3
1,219
0
0
116
0
0
1,500
bus_only
1,386
1,219
51
27
24
59.5
4,710.9
4,651.4
0
0
1
0
0
65
65
1
9957_8001761
1
3
1,116
0
0
56
0
0
1,500
bus_only
1,564
1,116
392
27
365
469.9
4,817.6
4,347.7
0
0
1
0
0
0
65
0
9957_8001761
2
3
1,299
0
0
116
0
0
1,500
bus_only
1,818
1,299
403
27
376
481.5
5,520
5,038.5
0
0
1
0
0
0
65
0
9957_8001764
0
11
1,993
0
0
505
0
0
1,500
bus_only
2,569
1,993
71
27
44
82.8
7,002.3
6,919.5
0
0
1
0
0
26
26
1
9957_8001764
1
11
275
630
0
659
32
1
1,550
bus+train
1,981
905
417
95
290
497.8
8,714.3
1,317.4
6,899.1
0
1
1
0
0
26
0
9957_8001764
2
11
2,127
0
0
505
0
0
1,500
bus_only
2,992
2,127
360
27
333
431.5
7,693.4
7,261.9
0
0
1
0
0
0
26
0
9957_8001764
3
11
2,125
0
0
279
27
1
1,500
bus_only
2,499
2,125
95
28
40
110.7
8,121.2
8,010.4
0
0
1
0
0
0
26
0
9957_8001764
4
11
1,897
0
0
574
4
1
1,500
bus_only
2,747
1,897
276
27
245
329.1
7,089.5
6,760.4
0
0
1
0
0
0
26
0
9957_8001764
5
11
1,863
0
0
505
0
0
1,500
bus_only
2,775
1,863
407
27
380
486.8
7,089.1
6,602.3
0
0
1
0
0
0
26
0
9957_8001764
6
11
2,035
0
0
362
27
2
1,500
bus_only
2,697
2,035
300
28
245
357.1
8,208.4
7,851.3
0
0
1
0
0
0
26
0
9957_8001764
7
11
350
630
0
780
81
2
1,550
bus+train
2,145
980
385
95
209
461.3
9,038.9
1,678.5
6,899.1
0
1
1
0
0
26
0
9957_8001764
8
11
1,905
0
0
441
27
2
1,500
bus_only
2,698
1,905
352
28
297
419.9
8,448
8,028.1
0
0
1
0
0
0
26
0
9957_8001764
9
11
1,996
0
0
339
27
1
1,500
bus_only
2,778
1,996
443
28
388
528.8
8,222
7,693.2
0
0
1
0
0
0
26
0
9957_8001764
10
11
2,409
0
0
638
0
1
1,500
bus_only
3,401
2,409
354
28
326
423.6
8,111.3
7,687.8
0
0
1
0
0
0
26
0
9957_8002270
0
10
416
0
0
99
0
0
1,500
bus_only
565
416
50
28
22
58.4
1,478.3
1,420
0
0
1
0
0
0
22
0
9957_8002270
1
10
378
0
0
162
0
1
1,500
bus_only
759
378
219
28
191
260.7
1,505.2
1,244.6
0
0
1
0
0
0
22
0
9957_8002270
2
10
346
0
0
149
0
0
1,500
bus_only
810
346
315
133
182
376
1,665.7
1,289.6
0
0
1
0
0
0
22
0
9957_8002270
3
10
846
0
0
673
0
0
1,500
bus_only
1,765
846
246
28
218
293.6
3,609.5
3,315.9
0
0
1
0
0
0
22
0
9957_8002270
4
10
813
0
0
673
0
0
1,500
bus_only
1,753
813
267
28
239
318.3
3,530.3
3,212
0
0
1
0
0
0
22
0
9957_8002270
5
10
507
0
0
397
0
0
1,500
bus_only
1,341
507
437
27
410
523.2
2,300
1,776.8
0
0
1
0
0
22
22
1
9957_8002270
6
10
887
0
0
673
0
0
1,500
bus_only
1,954
887
394
28
366
471.3
3,928.9
3,457.6
0
0
1
0
0
0
22
0
9957_8002270
7
10
481
0
0
162
0
1
1,500
bus_only
1,123
481
480
28
452
574.1
2,081.4
1,507.3
0
0
1
0
0
0
22
0
9957_8002270
8
10
449
0
0
89
0
0
1,500
bus_only
1,123
449
585
133
452
700.4
2,252.8
1,552.4
0
0
1
0
0
0
22
0
9957_8002270
9
10
759
0
0
673
0
0
1,500
bus_only
1,909
759
477
28
449
570.8
3,583
3,012.3
0
0
1
0
0
0
22
0
9957_8002271
0
10
556
0
0
186
0
0
1,500
bus_only
785
556
43
27
16
50.4
2,353.4
2,303
0
0
1
0
0
134
134
1
9957_8002271
1
10
607
0
0
126
0
0
1,500
bus_only
1,031
607
298
27
271
356.2
2,911.6
2,555.5
0
0
1
0
0
0
134
0
9957_8002271
2
10
1,052
0
0
77
0
0
1,500
bus_only
1,592
1,052
463
133
330
553.8
3,621.1
3,067.3
0
0
1
0
0
0
134
0
9957_8002271
3
10
1,004
0
0
230
0
1
1,500
bus_only
1,592
1,004
358
28
330
427.4
3,449.7
3,022.3
0
0
1
0
0
0
134
0
9957_8002271
4
10
1,195
0
0
386
0
1
1,500
bus_only
2,105
1,195
524
95
429
628
5,001.4
4,373.4
0
0
1
0
0
0
134
0
9957_8002271
5
10
1,839
0
0
208
0
1
1,500
bus_only
2,585
1,839
538
28
510
643.6
5,976
5,332.4
0
0
1
0
0
0
134
0
9957_8002271
6
10
1,214
0
0
796
0
0
1,500
bus_only
2,596
1,214
586
28
558
701.9
5,416.6
4,714.7
0
0
1
0
0
0
134
0
9957_8002271
7
10
1,460
0
0
386
0
1
1,500
bus_only
2,417
1,460
571
95
476
684.9
6,079.8
5,394.9
0
0
1
0
0
0
134
0
9957_8002271
8
10
2,243
0
0
208
0
1
1,500
bus_only
2,996
2,243
545
28
517
652.6
7,044.2
6,391.6
0
0
1
0
0
0
134
0
9957_8002271
9
10
1,496
0
0
386
0
1
1,500
bus_only
2,500
1,496
618
95
523
741.3
6,257.9
5,516.6
0
0
1
0
0
0
134
0
9957_8002272
0
14
702
0
0
304
0
0
1,500
bus_only
1,048
702
42
27
15
49.9
2,605.4
2,555.5
0
0
1
0
0
61
61
1
9957_8002272
1
14
453
0
0
202
283
1
1,500
bus_only
1,259
453
604
28
293
722.7
2,679.9
1,957.3
0
0
1
0
0
0
61
0
9957_8002272
2
14
645
0
0
364
0
0
1,500
bus_only
1,334
645
325
27
298
388.8
2,691.7
2,303
0
0
1
0
0
0
61
0
9957_8002272
3
14
1,936
0
0
142
0
1
1,500
bus_only
2,501
1,936
423
28
395
506
5,838.3
5,332.4
0
0
1
0
0
0
61
0
9957_8002272
4
14
717
0
0
311
0
1
1,500
bus_only
1,478
717
450
28
422
537.6
3,630.6
3,093
0
0
1
0
0
0
61
0
9957_8002272
5
14
1,156
0
0
276
0
1
1,500
bus_only
1,883
1,156
451
28
423
539.9
3,562.2
3,022.3
0
0
1
0
0
0
61
0
9957_8002272
6
14
1,249
0
0
694
0
0
1,500
bus_only
2,393
1,249
450
28
422
537.6
5,367.3
4,829.7
0
0
1
0
0
0
61
0
9957_8002272
7
14
683
0
0
251
0
1
1,500
bus_only
1,446
683
512
28
484
612.9
3,590.9
2,978
0
0
1
0
0
0
61
0
9957_8002272
8
14
628
0
0
252
97
1
1,500
bus_only
1,428
628
548
28
423
655.2
3,389.1
2,733.9
0
0
1
0
0
0
61
0
9957_8002272
9
14
1,198
0
0
129
0
0
1,500
bus_only
1,883
1,198
556
133
423
666.3
3,733.6
3,067.3
0
0
1
0
0
0
61
0
9957_8002272
10
14
1,324
0
0
634
0
0
1,500
bus_only
2,439
1,324
481
28
453
575.1
5,700.1
5,125.1
0
0
1
0
0
0
61
0
9957_8002272
11
14
1,214
0
0
634
0
0
1,500
bus_only
2,360
1,214
512
28
484
612.9
5,327.7
4,714.7
0
0
1
0
0
0
61
0
9957_8002272
12
14
1,835
0
0
202
0
1
1,500
bus_only
2,518
1,835
481
28
453
575.1
5,562.4
4,987.3
0
0
1
0
0
0
61
0
9957_8002272
13
14
1,075
0
0
452
0
0
1,500
bus_only
2,189
1,075
662
252
410
793.4
5,014.7
4,221.4
0
0
1
0
0
0
61
0
9957_8002273
0
23
726
0
0
463
0
0
1,500
bus_only
1,234
726
45
27
18
53.2
3,138.5
3,085.3
0
0
1
0
0
77
77
1
9957_8002273
1
23
777
0
0
240
0
1
1,500
bus_only
1,479
777
462
133
329
553.1
3,420.1
2,866.9
0
0
1
0
0
0
77
0
9957_8002273
2
23
1,324
0
0
551
0
0
1,500
bus_only
2,065
1,324
190
28
162
226
5,351
5,125.1
0
0
1
0
0
0
77
0
9957_8002273
3
23
1,249
0
0
551
0
0
1,500
bus_only
2,127
1,249
327
28
299
390.8
5,220.5
4,829.7
0
0
1
0
0
0
77
0
9957_8002273
4
23
781
0
0
463
0
0
1,500
bus_only
1,616
781
372
27
345
446
3,822.5
3,376.4
0
0
1
0
0
0
77
0
9957_8002273
5
23
1,331
0
0
467
0
0
1,500
bus_only
2,142
1,331
344
28
316
411.6
5,132.6
4,721
0
0
1
0
0
0
77
0
9957_8002273
6
23
838
0
0
930
0
0
1,500
bus_only
2,125
838
357
28
329
426.8
3,064.9
2,638.1
0
0
1
0
0
0
77
0
9957_8002273
7
23
736
0
0
648
0
1
1,500
bus_only
1,741
736
357
28
329
426.8
3,405.7
2,979
0
0
1
0
0
0
77
0
9957_8002273
8
23
906
0
0
648
0
1
1,500
bus_only
1,898
906
344
28
316
411.6
3,809.2
3,397.6
0
0
1
0
0
0
77
0
9957_8002273
9
23
1,472
0
0
551
0
0
1,500
bus_only
2,397
1,472
374
28
346
446.7
6,107.4
5,660.7
0
0
1
0
0
0
77
0
9957_8002273
10
23
1,386
0
0
551
0
0
1,500
bus_only
2,361
1,386
424
28
396
506.6
5,871
5,364.4
0
0
1
0
0
0
77
0
9957_8002273
11
23
1,214
0
0
551
0
0
1,500
bus_only
2,211
1,214
446
28
418
533.3
5,248
4,714.7
0
0
1
0
0
0
77
0
9957_8002273
12
23
861
0
0
240
0
1
1,500
bus_only
1,581
861
480
133
347
574.5
3,749.1
3,174.6
0
0
1
0
0
0
77
0
9957_8002273
13
23
844
0
0
810
0
0
1,500
bus_only
2,116
844
462
133
329
553.1
3,420.1
2,866.9
0
0
1
0
0
0
77
0
9957_8002273
14
23
1,295
0
0
648
0
1
1,500
bus_only
2,324
1,295
381
28
353
455.7
5,011.5
4,555.8
0
0
1
0
0
0
77
0