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_8000481
3
14
1,509
0
0
547
0
1
1,500
bus_only
2,390
1,509
334
77
257
399.6
11,755
11,355.4
0
0
1
0
0
0
21
0.071429
1001_8000481
4
14
1,587
0
0
513
0
1
1,500
bus_only
2,459
1,587
359
77
282
429.4
11,113.1
10,683.8
0
0
1
0
0
0
21
0.071429
1001_8000481
5
14
1,648
0
0
269
49
1
1,500
bus_only
2,375
1,648
458
44
365
547
10,595.9
10,048.9
0
0
1
0
0
0
21
0.071429
1001_8000481
6
14
1,487
0
0
419
0
1
1,500
bus_only
2,363
1,487
457
77
380
546.5
11,680.7
11,134.2
0
0
1
0
0
0
21
0.071429
1001_8000481
7
14
1,799
0
0
379
37
1
1,500
bus_only
2,620
1,799
442
44
361
526.9
10,462.5
9,935.6
0
0
1
0
0
0
21
0.071429
1001_8000481
8
14
1,675
0
0
511
0
1
1,500
bus_only
2,639
1,675
453
77
376
541.8
10,691.7
10,149.9
0
0
1
0
0
0
21
0.071429
1001_8000481
9
14
1,579
0
0
209
49
1
1,500
bus_only
2,362
1,579
574
44
481
685.8
10,619.2
9,933.4
0
0
1
0
0
0
21
0.071429
1001_8000481
10
14
1,515
0
0
359
0
1
1,500
bus_only
2,464
1,515
590
77
513
706.6
12,039.4
11,332.8
0
0
1
0
0
0
21
0.071429
1001_8000481
11
14
1,736
0
0
511
0
1
1,500
bus_only
2,798
1,736
551
77
474
659.8
10,902.3
10,242.5
0
0
1
0
0
0
21
0.071429
1001_8000481
12
14
1,443
0
0
419
0
1
1,500
bus_only
2,478
1,443
616
77
539
737
11,641.2
10,904.2
0
0
1
0
0
0
21
0.071429
1001_8000481
13
14
1,743
0
0
319
37
1
1,500
bus_only
2,674
1,743
612
44
531
732.9
10,519.6
9,786.6
0
0
1
0
0
0
21
0.071429
1001_8001264
0
2
826
0
0
458
0
0
1,500
bus_only
1,319
826
35
30
5
41.5
8,006.8
7,965.2
0
0
1
0
0
0
16
0.5
1001_8001264
1
2
805
0
0
416
37
1
1,500
bus_only
1,293
805
72
30
5
85.7
7,997
7,911.3
0
0
1
0
0
0
16
0.5
1001_8002143
0
5
1,293
0
0
340
0
0
1,500
bus_only
1,709
1,293
76
69
7
89.6
8,207.3
8,117.6
0
0
1
0
0
0
19
0
1001_8002143
1
5
1,321
0
0
180
0
1
1,500
bus_only
1,577
1,321
76
69
7
89.6
8,364.7
8,275.1
0
0
1
0
0
0
19
0
1001_8002143
2
5
1,369
0
0
180
0
1
1,500
bus_only
1,785
1,369
236
69
167
281.6
8,704.8
8,423.2
0
0
1
0
0
0
19
0
1001_8002143
3
5
1,417
0
0
240
0
1
1,500
bus_only
2,093
1,417
436
69
367
521.7
9,191.9
8,670.2
0
0
1
0
0
0
19
0
1001_8002143
4
5
77
1,110
0
390
55
1
1,550
bus+train
2,120
1,187
543
44
444
650.6
8,420
237.6
7,531.8
0
1
1
0
19
19
1
1001_9000742
0
19
2,115
0
0
257
40
1
1,500
bus_only
2,482
2,115
110
69
1
130
11,930.9
11,800.9
0
0
1
0
0
0
14
0
1001_9000742
1
19
1,799
0
0
398
0
2
1,500
bus_only
2,327
1,799
130
69
61
154.8
10,693.2
10,538.4
0
0
1
0
0
0
14
0
1001_9000742
2
19
2,168
0
0
393
0
1
1,500
bus_only
2,691
2,168
130
69
61
154
11,834.7
11,680.6
0
0
1
0
0
0
14
0
1001_9000742
3
19
687
1,290
0
302
93
1
1,550
bus+train
2,417
1,977
138
44
1
164.2
10,964.3
1,749.4
9,050.7
0
1
1
0
14
14
1
1001_9000742
4
19
2,206
0
0
333
0
1
1,500
bus_only
2,826
2,206
287
69
218
343.1
12,255.5
11,912.5
0
0
1
0
0
0
14
0
1001_9000742
5
19
2,190
0
0
257
40
1
1,500
bus_only
2,842
2,190
395
69
286
471.5
12,526.1
12,054.6
0
0
1
0
0
0
14
0
1001_9000742
6
19
240
1,410
0
303
359
1
1,550
bus+train
2,357
1,650
404
44
1
482.6
12,189.4
1,751.2
9,955.5
0
1
1
0
0
14
0
1001_9000742
7
19
2,098
0
0
333
0
1
1,500
bus_only
2,859
2,098
428
69
359
511.7
11,923.9
11,412.2
0
0
1
0
0
0
14
0
1001_9000742
8
19
1,729
0
0
458
0
2
1,500
bus_only
2,601
1,729
414
69
345
494.4
10,764.4
10,270
0
0
1
0
0
0
14
0
1001_9000742
9
19
762
1,290
0
302
93
1
1,550
bus+train
2,777
2,052
423
44
286
505.7
11,559.5
2,003.1
9,050.7
0
1
1
0
0
14
0
1001_9000742
10
19
2,065
0
0
257
40
1
1,500
bus_only
2,812
2,065
490
69
381
586.4
12,049.2
11,462.8
0
0
1
0
0
0
14
0
1001_9000742
11
19
1,853
0
0
398
0
2
1,500
bus_only
2,711
1,853
460
69
391
550.4
11,488.4
10,938
0
0
1
0
0
0
14
0
1001_9000742
12
19
599
1,290
0
302
93
1
1,550
bus+train
2,709
1,889
518
44
381
620.6
11,082.6
1,411.3
9,050.7
0
1
1
0
0
14
0
1001_9000742
13
19
1,575
0
0
473
0
2
1,500
bus_only
2,588
1,575
540
69
471
645
10,469.6
9,824.6
0
0
1
0
0
0
14
0
1001_9000742
14
19
1,738
0
0
539
8
1
1,500
bus_only
2,879
1,738
602
69
525
720.1
10,712.1
9,992
0
0
1
0
0
0
14
0
1001_9000742
15
19
1,818
0
0
539
8
1
1,500
bus_only
2,965
1,818
608
69
531
726.5
10,988.7
10,262.2
0
0
1
0
0
0
14
0
1001_9000742
16
19
1,781
0
0
362
0
2
1,500
bus_only
2,728
1,781
585
69
516
700.3
11,483.5
10,783.2
0
0
1
0
0
0
14
0
1001_9000742
17
19
1,655
0
0
413
0
2
1,500
bus_only
2,672
1,655
604
69
535
722.9
10,817.7
10,094.8
0
0
1
0
0
0
14
0
1001_9000742
18
19
315
1,410
0
303
359
1
1,550
bus+train
2,717
1,725
689
44
286
824.2
12,784.6
2,004.9
9,955.5
0
1
1
0
0
14
0
1001_9004
0
3
0
0
360
254
0
0
3,200
gtx_only
724
360
110
49
61
130.5
8,520.2
0
0
8,389.7
0
0
1
0
985
0.333333
1001_9004
1
3
950
0
0
553
0
0
1,500
bus_only
2,142
950
639
69
570
764.1
8,738.2
7,974.1
0
0
1
0
0
0
985
0.333333
1001_9004
2
3
1,168
0
0
493
0
0
1,500
bus_only
2,166
1,168
505
69
436
604.9
9,306.5
8,701.6
0
0
1
0
0
0
985
0.333333
1001_9007268
0
25
2,058
0
0
313
0
2
1,500
bus_only
2,441
2,058
70
69
1
82.6
14,186.6
14,104
0
0
1
0
0
0
13
0
1001_9007268
1
25
1,976
0
0
313
0
2
1,500
bus_only
2,583
1,976
294
69
225
351.1
14,256.1
13,905
0
0
1
0
0
0
13
0
1001_9007268
2
25
2,530
0
0
741
0
1
1,500
bus_only
3,341
2,530
70
69
1
82.6
14,415.2
14,332.6
0
0
1
0
0
0
13
0
1001_9007268
3
25
731
1,650
0
461
41
1
1,550
bus+train
2,928
2,381
86
44
1
101.9
14,239.6
1,987
12,150.8
0
1
1
0
13
13
1
1001_9007268
4
25
2,106
0
0
366
26
1
1,600
bus_only
2,744
2,106
272
77
169
323.7
16,594.6
16,270.9
0
0
1
0
0
0
13
0
1001_9007268
5
25
2,115
0
0
373
0
2
1,500
bus_only
2,732
2,115
244
69
175
289.8
14,551
14,261.3
0
0
1
0
0
0
13
0
1001_9007268
6
25
2,199
0
0
206
0
1
1,500
bus_only
2,727
2,199
322
69
253
384.8
14,787.2
14,402.4
0
0
1
0
0
0
13
0
1001_9007268
7
25
2,357
0
0
251
0
1
1,500
bus_only
2,907
2,357
299
69
230
356.1
14,860.8
14,504.7
0
0
1
0
0
0
13
0
1001_9007268
8
25
2,448
0
0
741
0
1
1,500
bus_only
3,483
2,448
294
69
225
351.1
14,484.6
14,133.6
0
0
1
0
0
0
13
0
1001_9007268
9
25
2,166
0
0
306
26
1
1,600
bus_only
2,913
2,166
441
77
338
526.3
17,072.9
16,546.6
0
0
1
0
0
0
13
0
1001_9007268
10
25
2,317
0
0
191
0
1
1,500
bus_only
2,954
2,317
446
69
377
533.1
14,850.4
14,317.3
0
0
1
0
0
0
13
0
1001_9007268
11
25
1,848
90
0
412
109
1
1,650
bus+train
2,884
1,938
534
77
348
638.7
16,739.7
14,843
1,257.9
0
1
1
0
0
13
0
1001_9007268
12
25
2,054
0
0
306
26
1
1,600
bus_only
2,905
2,054
545
77
442
651.9
16,657
16,005.1
0
0
1
0
0
0
13
0
1001_9007268
13
25
2,154
0
0
313
0
2
1,500
bus_only
2,936
2,154
469
69
400
561.3
15,034.5
14,473.2
0
0
1
0
0
0
13
0
1001_9007268
14
25
2,252
0
0
146
0
1
1,500
bus_only
2,944
2,252
546
69
477
653.8
15,270.4
14,616.6
0
0
1
0
0
0
13
0
1001_9007268
15
25
2,403
0
0
191
0
1
1,500
bus_only
3,131
2,403
537
69
468
643.3
15,560.7
14,917.4
0
0
1
0
0
0
13
0
1001_9007268
16
25
2,087
0
0
199
131
1
1,600
bus_only
2,868
2,087
582
77
374
695.8
16,766.4
16,070.7
0
0
1
0
0
0
13
0
1001_9007268
17
25
2,479
0
0
380
0
1
1,600
bus_only
3,368
2,479
509
77
432
608.8
19,562.6
18,953.8
0
0
1
0
0
0
13
0
1001_9007268
18
25
2,626
0
0
741
0
1
1,500
bus_only
3,836
2,626
469
69
400
561.3
15,263
14,701.7
0
0
1
0
0
0
13
0
1001_9007268
19
25
2,176
0
0
251
0
2
1,500
bus_only
2,967
2,176
540
69
471
645.8
14,390.1
13,744.3
0
0
1
0
0
0
13
0
1001_9007268
20
25
2,255
0
0
251
0
1
1,500
bus_only
3,110
2,255
604
69
535
721.5
14,750
14,028.5
0
0
1
0
0
0
13
0
1001_9007268
21
25
1,906
0
0
193
157
1
1,600
bus_only
2,765
1,906
666
77
432
796.7
16,005.7
15,209
0
0
1
0
0
0
13
0
1001_9007268
22
25
2,091
0
0
313
0
2
1,500
bus_only
2,965
2,091
561
69
492
672
14,453.6
13,781.6
0
0
1
0
0
0
13
0
1001_9007268
23
25
2,563
0
0
441
0
1
1,500
bus_only
3,565
2,563
561
69
492
672
14,682.1
14,010.1
0
0
1
0
0
0
13
0
1001_9007268
24
25
2,132
0
0
313
0
2
1,500
bus_only
3,018
2,132
573
69
504
686.2
14,634.9
13,948.7
0
0
1
0
0
0
13
0
1001_9007642
0
6
1,139
0
0
352
0
1
1,500
bus_only
1,797
1,139
306
44
262
363.9
5,840.8
5,476.9
0
0
1
0
0
0
22
0.166667
1001_9007642
1
6
581
0
0
321
0
0
1,500
bus_only
1,516
581
614
77
537
735
5,083.6
4,348.6
0
0
1
0
0
0
22
0.166667
1001_9007642
2
6
917
0
0
301
0
0
1,500
bus_only
1,880
917
662
44
618
793.1
5,922.6
5,129.5
0
0
1
0
0
0
22
0.166667
1001_9007642
3
6
892
0
0
349
0
1
1,500
bus_only
1,660
892
419
44
375
499.8
5,760
5,260.2
0
0
1
0
0
0
22
0.166667
1001_9007642
4
6
1,067
0
0
292
0
1
1,500
bus_only
1,908
1,067
549
44
505
657.5
5,948.1
5,290.6
0
0
1
0
0
0
22
0.166667
1001_9007642
5
6
768
0
0
310
0
0
1,500
bus_only
1,773
768
695
77
618
832.8
5,974.5
5,141.7
0
0
1
0
0
0
22
0.166667
1001_9009695
0
7
1,134
0
0
168
0
0
1,500
bus_only
1,572
1,134
270
30
240
322.7
6,638.2
6,315.5
0
0
1
0
0
0
18
0
1001_9009695
1
7
289
510
0
433
95
1
1,550
bus+train
1,671
799
439
44
300
525.5
7,765.9
1,567
5,673.4
0
1
1
0
18
18
1
1001_9009695
2
7
1,352
0
0
399
0
0
1,500
bus_only
2,056
1,352
305
30
275
364.5
8,116.2
7,751.7
0
0
1
0
0
0
18
0
1001_9009695
3
7
268
510
0
597
95
1
1,550
bus+train
1,726
778
351
44
212
420.2
6,773.9
680.3
5,673.4
0
1
1
0
0
18
0
1001_9009695
4
7
1,281
0
0
242
0
1
1,500
bus_only
1,919
1,281
396
30
366
474
7,000
6,525.9
0
0
1
0
0
0
18
0
1001_9009695
5
7
991
0
0
453
88
1
1,500
bus_only
2,146
991
702
30
584
839.8
6,588.6
5,748.8
0
0
1
0
0
0
18
0
1001_9009695
6
7
189
510
0
657
95
1
1,550
bus+train
2,046
699
690
44
551
825.5
6,889.1
390.2
5,673.4
0
1
1
0
0
18
0
1001_9011343
0
13
1,311
0
0
284
55
1
1,500
bus_only
1,735
1,311
140
77
8
165.9
8,679.6
8,513.7
0
0
1
0
0
0
16
0.076923
1001_9011343
1
13
1,209
0
0
284
55
1
1,500
bus_only
1,823
1,209
330
77
198
393.8
8,733
8,339.2
0
0
1
0
0
0
16
0.076923
1001_9011343
2
13
1,386
0
0
261
0
0
1,500
bus_only
2,005
1,386
358
44
314
428.2
9,454.7
9,026.5
0
0
1
0
0
0
16
0.076923
1001_9011343
3
13
1,367
0
0
344
55
1
1,500
bus_only
2,010
1,367
299
77
167
356.5
9,023.9
8,667.4
0
0
1
0
0
0
16
0.076923
1001_9011343
4
13
1,358
0
0
206
0
0
1,500
bus_only
1,955
1,358
391
77
314
467.9
10,191.6
9,723.7
0
0
1
0
0
0
16
0.076923
1001_9011343
5
13
1,428
0
0
344
55
1
1,500
bus_only
2,190
1,428
418
77
286
498
9,276
8,778
0
0
1
0
0
0
16
0.076923
1001_9011343
6
13
1,127
0
0
344
55
1
1,500
bus_only
1,964
1,127
493
77
361
588
8,767.1
8,179.1
0
0
1
0
0
0
16
0.076923
1001_9011343
7
13
1,428
0
0
201
0
0
1,500
bus_only
2,221
1,428
592
44
548
709.4
10,093.4
9,384.1
0
0
1
0
0
0
16
0.076923
1001_9011343
8
13
1,400
0
0
146
0
0
1,500
bus_only
2,171
1,400
625
77
548
749
10,830.3
10,081.3
0
0
1
0
0
0
16
0.076923
1001_9011343
9
13
1,506
0
0
218
104
1
1,500
bus_only
2,281
1,506
557
77
376
666.9
8,978.1
8,311.2
0
0
1
0
0
0
16
0.076923
1001_9011343
10
13
1,437
0
0
218
104
1
1,500
bus_only
2,239
1,437
584
77
403
698.9
8,823
8,124.2
0
0
1
0
0
0
16
0.076923
1001_9011343
11
13
1,379
0
0
218
104
1
1,500
bus_only
2,279
1,379
682
77
501
816.3
8,800.9
7,984.6
0
0
1
0
0
0
16
0.076923
1001_9011343
12
13
1,554
0
0
218
104
1
1,500
bus_only
2,443
1,554
671
77
490
802.9
9,292.8
8,489.9
0
0
1
0
0
0
16
0.076923
1001_9011367
0
14
1,567
0
0
281
55
2
1,500
bus_only
1,973
1,567
125
69
1
147.7
8,965.9
8,818.2
0
0
1
0
0
0
17
0.071429
1001_9011367
1
14
1,498
0
0
281
55
2
1,500
bus_only
2,028
1,498
249
69
125
296.7
9,004.3
8,707.6
0
0
1
0
0
0
17
0.071429
1001_9011367
2
14
1,369
0
0
278
0
0
1,500
bus_only
2,100
1,369
453
44
409
541.8
9,925.8
9,384.1
0
0
1
0
0
0
17
0.071429
1001_9011367
3
14
1,433
0
0
341
55
2
1,500
bus_only
2,193
1,433
419
69
295
499.1
9,053.1
8,554
0
0
1
0
0
0
17
0.071429
1001_9011367
4
14
1,345
0
0
231
0
1
1,500
bus_only
2,062
1,345
486
77
409
581.4
9,977.8
9,396.3
0
0
1
0
0
0
17
0.071429
1001_9011367
5
14
1,445
0
0
527
49
1
1,500
bus_only
2,482
1,445
510
44
417
609.5
10,332.2
9,722.7
0
0
1
0
0
0
17
0.071429
1001_9011367
6
14
1,734
0
0
270
0
2
1,500
bus_only
2,468
1,734
464
77
387
555.7
10,290.8
9,735.2
0
0
1
0
0
0
17
0.071429
1001_9011367
7
14
1,678
0
0
270
0
2
1,500
bus_only
2,435
1,678
487
77
410
583
10,139.5
9,556.5
0
0
1
0
0
0
17
0.071429
1001_9011367
8
14
1,659
0
0
239
106
1
1,500
bus_only
2,468
1,659
570
77
387
682.1
10,573.6
9,891.5
0
0
1
0
0
0
17
0.071429