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
9905_8002275
4
6
1,398
0
0
764
0
0
1,500
bus_only
2,550
1,398
388
13
375
463.6
6,359.8
5,896.2
0
0
1
0
0
0
14
0
9905_8002275
5
6
1,439
0
0
339
65
1
1,500
bus_only
2,400
1,439
622
13
544
743.9
6,627.3
5,883.4
0
0
1
0
0
0
14
0
9905_8002668
0
13
2,715
0
0
273
0
0
1,600
bus_only
3,002
2,715
14
13
1
15.4
16,438.6
16,423.1
0
0
1
0
0
34
34
1
9905_8002668
1
13
651
840
0
702
245
3
1,650
bus+train
2,453
1,491
260
14
1
309.5
16,655.8
3,644
12,702.3
0
1
1
0
0
34
0
9905_8002668
2
13
2,767
0
0
333
0
0
1,600
bus_only
3,477
2,767
377
13
364
450.3
17,207.3
16,757
0
0
1
0
0
0
34
0
9905_8002668
3
13
660
840
0
731
245
2
1,650
bus+train
2,491
1,500
260
14
1
309.5
16,655.8
3,644
12,702.3
0
1
1
0
0
34
0
9905_8002668
4
13
775
840
0
818
245
2
1,650
bus+train
2,732
1,615
299
14
40
357.3
17,024.4
3,964.8
12,702.3
0
1
1
0
0
34
0
9905_8002668
5
13
2,505
0
0
469
0
2
1,600
bus_only
3,328
2,505
354
13
341
423.9
16,538.8
16,114.9
0
0
1
0
0
0
34
0
9905_8002668
6
13
726
840
0
818
245
2
1,650
bus+train
2,917
1,566
533
14
274
637.4
17,097
3,757.3
12,702.3
0
1
1
0
0
34
0
9905_8002668
7
13
653
840
0
1,238
242
2
1,650
bus+train
3,264
1,493
533
14
277
636.8
16,860.2
3,521.1
12,702.3
0
1
1
0
0
34
0
9905_8002668
8
13
779
840
0
687
245
2
1,650
bus+train
2,929
1,619
623
14
364
744.4
17,479.5
4,032.8
12,702.3
0
1
1
0
0
34
0
9905_8002668
9
13
675
840
0
627
245
2
1,650
bus+train
2,786
1,515
644
14
385
770.4
16,973.9
3,501.2
12,702.3
0
1
1
0
0
34
0
9905_8002668
10
13
853
840
0
878
245
2
1,650
bus+train
3,225
1,693
654
14
395
782.2
17,838.7
4,354.3
12,702.3
0
1
1
0
0
34
0
9905_8002668
11
13
712
840
0
791
245
2
1,650
bus+train
3,034
1,552
691
14
432
826.2
17,588.6
4,060.1
12,702.3
0
1
1
0
0
34
0
9905_8002668
12
13
761
840
0
1,122
245
3
1,650
bus+train
3,456
1,601
733
14
474
876.4
17,930.8
4,352.1
12,702.3
0
1
1
0
0
34
0
9905_8502522
0
5
1,181
0
0
272
0
0
1,500
bus_only
1,473
1,181
20
13
7
22.5
5,335.2
5,312.7
0
0
1
0
0
25
25
1
9905_8502522
1
5
1,059
0
0
272
0
0
1,500
bus_only
1,840
1,059
509
13
496
609.5
5,487.2
4,877.7
0
0
1
0
0
0
25
0
9905_8502522
2
5
2,245
0
0
598
0
0
1,500
bus_only
3,218
2,245
375
14
361
449.6
6,749.4
6,299.8
0
0
1
0
0
0
25
0
9905_8502522
3
5
1,595
0
0
629
0
1
1,500
bus_only
2,599
1,595
375
14
361
449.6
5,959.8
5,510.2
0
0
1
0
0
0
25
0
9905_8502522
4
5
1,570
0
0
437
0
0
1,500
bus_only
3,401
1,570
1,394
291
1,103
1,672
7,286.3
5,614.4
0
0
1
0
0
0
25
0
9905_8502948
0
4
318
0
0
96
0
0
1,500
bus_only
433
318
19
13
6
22.3
1,742.9
1,720.6
0
0
1
0
0
18
18
1
9905_8502948
1
4
613
0
0
261
0
0
1,500
bus_only
1,107
613
233
14
219
278
2,491
2,213
0
0
1
0
0
0
18
0
9905_8502948
2
4
575
0
0
261
0
0
1,500
bus_only
1,196
575
360
14
346
430.9
2,527.7
2,096.7
0
0
1
0
0
0
18
0
9905_8502948
3
4
511
0
0
261
0
0
1,500
bus_only
1,190
511
418
14
404
500
2,378.2
1,878.2
0
0
1
0
0
0
18
0
9905_8502950
0
8
475
0
0
135
0
0
1,500
bus_only
671
475
61
13
48
71.2
2,567.3
2,496.2
0
0
1
0
0
18
18
1
9905_8502950
1
8
442
0
0
75
0
0
1,500
bus_only
816
442
299
13
286
358
2,642.6
2,284.6
0
0
1
0
0
0
18
0
9905_8502950
2
8
510
0
0
135
0
0
1,500
bus_only
921
510
276
13
263
330.7
3,110
2,779.3
0
0
1
0
0
0
18
0
9905_8502950
3
8
457
0
0
115
0
0
1,500
bus_only
867
457
295
14
281
352.5
2,637.7
2,285.2
0
0
1
0
0
0
18
0
9905_8502950
4
8
567
0
0
115
0
0
1,500
bus_only
994
567
312
14
298
373.5
3,170.6
2,797.1
0
0
1
0
0
0
18
0
9905_8502950
5
8
1,263
0
0
255
0
0
1,500
bus_only
1,814
1,263
296
13
283
354.8
4,109.9
3,755.1
0
0
1
0
0
0
18
0
9905_8502950
6
8
540
0
0
190
0
1
1,500
bus_only
1,128
540
398
14
384
476.9
3,362.9
2,886
0
0
1
0
0
0
18
0
9905_8502950
7
8
571
0
0
190
0
1
1,500
bus_only
1,274
571
513
14
499
614.5
3,632
3,017.5
0
0
1
0
0
0
18
0
9905_8502951
0
7
567
0
0
206
0
0
1,500
bus_only
894
567
121
14
107
144.1
2,941.2
2,797.1
0
0
1
0
0
46
46
1
9905_8502951
1
7
482
0
0
141
0
0
1,500
bus_only
873
482
250
14
236
298.8
2,794.4
2,495.6
0
0
1
0
0
0
46
0
9905_8502951
2
7
1,106
0
0
292
0
0
1,500
bus_only
1,665
1,106
267
13
254
319.1
4,074.2
3,755.1
0
0
1
0
0
0
46
0
9905_8502951
3
7
540
0
0
221
0
1
1,500
bus_only
967
540
206
14
192
246
3,132
2,886
0
0
1
0
0
0
46
0
9905_8502951
4
7
571
0
0
221
0
1
1,500
bus_only
1,119
571
327
14
313
391.9
3,409.4
3,017.5
0
0
1
0
0
0
46
0
9905_8502951
5
7
638
0
0
206
0
0
1,500
bus_only
1,320
638
476
14
462
570
3,680.1
3,110.1
0
0
1
0
0
0
46
0
9905_8502951
6
7
624
0
0
221
0
1
1,500
bus_only
1,378
624
533
14
519
639.1
3,918.2
3,279.2
0
0
1
0
0
0
46
0
9905_8503016
0
8
665
0
0
54
0
0
1,500
bus_only
736
665
17
14
3
19.4
1,864.6
1,845.2
0
0
1
0
0
91
91
1
9905_8503016
1
8
359
0
0
255
0
0
1,500
bus_only
967
359
353
14
339
422.3
1,760.6
1,338.2
0
0
1
0
0
0
91
0
9905_8503016
2
8
919
0
0
340
0
0
1,500
bus_only
1,536
919
277
14
263
331.2
2,351.2
2,020
0
0
1
0
0
0
91
0
9905_8503016
3
8
578
0
0
400
0
0
1,500
bus_only
1,303
578
325
14
311
388.4
1,946.2
1,557.7
0
0
1
0
0
0
91
0
9905_8503016
4
8
486
0
0
114
0
0
1,500
bus_only
987
486
387
14
373
462.5
1,917.4
1,454.8
0
0
1
0
0
0
91
0
9905_8503016
5
8
805
0
0
114
0
0
1,500
bus_only
1,288
805
369
14
355
441
2,603.4
2,162.4
0
0
1
0
0
0
91
0
9905_8503016
6
8
412
0
0
255
0
0
1,500
bus_only
1,057
412
390
14
376
467.4
1,980.3
1,512.9
0
0
1
0
0
0
91
0
9905_8503016
7
8
695
0
0
158
0
1
1,500
bus_only
1,222
695
369
14
355
441
2,603.4
2,162.4
0
0
1
0
0
0
91
0
9905_9364
0
15
1,048
0
0
394
0
0
1,500
bus_only
1,465
1,048
23
13
10
26.2
3,317.3
3,291.1
0
0
1
0
0
19
19
1
9905_9364
1
15
617
0
0
400
157
1
1,500
bus_only
1,226
617
209
13
39
250.3
3,536.5
3,286.2
0
0
1
0
0
0
19
0
9905_9364
2
15
1,254
0
0
103
0
0
1,500
bus_only
1,586
1,254
229
14
215
274.3
3,662.4
3,388.2
0
0
1
0
0
0
19
0
9905_9364
3
15
1,091
0
0
282
0
1
1,500
bus_only
1,447
1,091
74
14
60
86.6
3,449.8
3,363.2
0
0
1
0
0
0
19
0
9905_9364
4
15
1,064
0
0
277
0
1
1,500
bus_only
1,443
1,064
102
14
88
121.4
3,548.5
3,427.1
0
0
1
0
0
0
19
0
9905_9364
5
15
649
0
0
618
90
1
1,500
bus_only
1,412
649
145
13
42
171.7
3,677.1
3,505.3
0
0
1
0
0
0
19
0
9905_9364
6
15
1,276
0
0
131
0
0
1,500
bus_only
1,745
1,276
338
14
324
405.1
3,737.3
3,332.2
0
0
1
0
0
0
19
0
9905_9364
7
15
1,010
0
0
222
0
1
1,500
bus_only
1,588
1,010
356
14
342
425.6
3,505.9
3,080.2
0
0
1
0
0
0
19
0
9905_9364
8
15
1,076
0
0
103
0
0
1,500
bus_only
1,648
1,076
469
14
455
562.1
3,445.4
2,883.3
0
0
1
0
0
0
19
0
9905_9364
9
15
1,378
0
0
163
0
0
1,500
bus_only
2,043
1,378
502
14
488
601.5
4,271.7
3,670.1
0
0
1
0
0
0
19
0
9905_9364
10
15
716
0
0
211
296
1
1,500
bus_only
1,450
716
523
14
213
626
3,386.5
2,760.5
0
0
1
0
0
0
19
0
9905_9364
11
15
1,183
0
0
394
0
0
1,500
bus_only
2,104
1,183
527
13
514
631.5
4,386.6
3,755.1
0
0
1
0
0
0
19
0
9905_9364
12
15
839
0
0
380
143
1
1,500
bus_only
1,922
839
703
13
547
842
5,032.8
4,190.8
0
0
1
0
0
0
19
0
9905_9364
13
15
566
0
0
271
296
1
1,500
bus_only
1,606
566
769
14
459
920.9
3,177.6
2,256.8
0
0
1
0
0
0
19
0
9905_9364
14
15
800
0
0
211
296
1
1,500
bus_only
1,805
800
794
14
484
951.8
3,994.3
3,042.5
0
0
1
0
0
0
19
0
9905_9400
0
11
1,236
0
0
55
0
0
1,500
bus_only
1,311
1,236
20
14
6
23
2,906.3
2,883.3
0
0
1
0
0
0
14
0
9905_9400
1
11
575
0
0
297
0
0
1,500
bus_only
1,277
575
405
14
391
484.5
2,581.2
2,096.7
0
0
1
0
0
0
14
0
9905_9400
2
11
948
0
0
401
0
0
1,500
bus_only
1,365
948
16
13
3
18.6
2,909.4
2,890.8
0
0
1
0
0
14
14
1
9905_9400
3
11
665
0
0
453
104
1
1,500
bus_only
1,481
665
363
14
245
433.2
2,872.9
2,439.7
0
0
1
0
0
0
14
0
9905_9400
4
11
1,128
0
0
115
0
0
1,500
bus_only
1,658
1,128
415
14
401
496.2
3,001.8
2,505.6
0
0
1
0
0
0
14
0
9905_9400
5
11
1,099
0
0
401
0
0
1,500
bus_only
1,966
1,099
466
13
453
557.7
3,848.8
3,291.1
0
0
1
0
0
0
14
0
9905_9400
6
11
1,068
0
0
269
0
0
1,500
bus_only
1,851
1,068
514
14
500
616.2
3,165.7
2,549.5
0
0
1
0
0
0
14
0
9905_9400
7
11
1,421
0
0
115
0
0
1,500
bus_only
2,054
1,421
518
14
504
620.3
3,952.5
3,332.2
0
0
1
0
0
0
14
0
9905_9400
8
11
1,135
0
0
120
0
1
1,500
bus_only
1,769
1,135
514
14
500
616.2
3,165.7
2,549.5
0
0
1
0
0
0
14
0
9905_9400
9
11
738
0
0
286
153
1
1,500
bus_only
1,657
738
633
13
467
757.3
4,051.5
3,294.2
0
0
1
0
0
0
14
0
9905_9400
10
11
646
0
0
419
104
2
1,500
bus_only
1,683
646
618
14
500
739.8
2,916.7
2,176.9
0
0
1
0
0
0
14
0
9905_9423
0
5
638
0
0
144
0
0
1,500
bus_only
798
638
16
14
2
17.7
3,127.8
3,110.1
0
0
1
0
0
28
29
0.965517
9905_9423
1
5
567
0
0
144
0
0
1,500
bus_only
1,079
567
368
14
354
440.2
3,237.3
2,797.1
0
0
1
0
0
0
29
0
9905_9423
2
5
1,106
0
0
290
0
0
1,500
bus_only
1,844
1,106
448
13
435
536.1
4,291.2
3,755.1
0
0
1
0
0
1
29
0.034483
9905_9423
3
5
540
0
0
279
0
1
1,500
bus_only
1,151
540
332
14
318
395.7
3,281.7
2,886
0
0
1
0
0
0
29
0
9905_9423
4
5
571
0
0
219
0
1
1,500
bus_only
1,173
571
383
14
369
458.8
3,476.3
3,017.5
0
0
1
0
0
0
29
0
9905_9457
0
11
935
0
0
76
0
0
1,500
bus_only
1,028
935
17
14
3
19.6
2,525.2
2,505.6
0
0
1
0
0
38
38
1
9905_9457
1
11
903
0
0
195
0
0
1,500
bus_only
1,348
903
250
14
236
298.7
2,848.2
2,549.5
0
0
1
0
0
0
38
0
9905_9457
2
11
922
0
0
716
0
0
1,500
bus_only
1,824
922
186
14
172
222.4
2,736.9
2,514.6
0
0
1
0
0
0
38
0
9905_9457
3
11
828
0
0
138
0
1
1,500
bus_only
1,210
828
244
14
230
291.9
2,919.1
2,627.2
0
0
1
0
0
0
38
0
9905_9457
4
11
782
0
0
136
0
0
1,500
bus_only
1,286
782
368
14
354
439.8
2,602.2
2,162.4
0
0
1
0
0
0
38
0
9905_9457
5
11
575
0
0
567
0
0
1,500
bus_only
1,501
575
359
14
345
429.1
2,525.8
2,096.7
0
0
1
0
0
0
38
0
9905_9457
6
11
511
0
0
567
0
0
1,500
bus_only
1,496
511
418
14
404
500.1
2,378.2
1,878.2
0
0
1
0
0
0
38
0
9905_9457
7
11
1,042
0
0
136
0
0
1,500
bus_only
1,619
1,042
441
14
427
526.9
3,410.2
2,883.3
0
0
1
0
0
0
38
0
9905_9457
8
11
345
0
0
426
151
1
1,500
bus_only
1,275
345
504
13
340
602.3
2,495.8
1,893.5
0
0
1
0
0
0
38
0
9905_9457
9
11
613
0
0
507
0
0
1,500
bus_only
1,644
613
524
14
510
627.5
2,840.5
2,213
0
0
1
0
0
0
38
0
9905_9457
10
11
397
0
0
426
151
1
1,500
bus_only
1,383
397
560
13
396
669.6
2,735.2
2,065.6
0
0
1
0
0
0
38
0
9905_9590
0
6
444
0
0
133
0
0
1,500
bus_only
598
444
21
14
7
24.6
1,479.4
1,454.8
0
0
1
0
0
63
63
1
9905_9590
1
6
313
0
0
133
0
0
1,500
bus_only
734
313
288
14
274
344.2
1,551.8
1,207.6
0
0
1
0
0
0
63
0
9905_9590
2
6
541
0
0
235
0
0
1,500
bus_only
913
541
137
14
123
162.9
1,720.6
1,557.7
0
0
1
0
0
0
63
0
9905_9590
3
6
623
0
0
193
0
0
1,500
bus_only
1,244
623
428
14
414
512.2
2,357.3
1,845.2
0
0
1
0
0
0
63
0
9905_9590
4
6
417
0
0
348
0
0
1,500
bus_only
1,210
417
445
14
431
532.8
1,886.8
1,354
0
0
1
0
0
0
63
0
9905_9590
5
6
359
0
0
567
0
0
1,500
bus_only
1,479
359
553
14
539
661.5
1,999.7
1,338.2
0
0
1
0
0
0
63
0
9905_9642
0
9
394
0
0
128
0
0
1,500
bus_only
537
394
15
14
1
17.3
1,224.9
1,207.6
0
0
1
0
0
0
50
0
9905_9642
1
9
290
0
0
227
0
0
1,500
bus_only
542
290
25
13
12
28.9
1,244.1
1,215.2
0
0
1
0
0
50
50
1
9905_9642
2
9
380
0
0
227
0
0
1,500
bus_only
894
380
287
13
274
343.9
1,805
1,461.1
0
0
1
0
0
0
50
0
9905_9642
3
9
525
0
0
388
0
0
1,500
bus_only
1,163
525
250
14
236
299.1
1,653.1
1,354
0
0
1
0
0
0
50
0
9905_9642
4
9
534
0
0
128
0
0
1,500
bus_only
955
534
293
14
279
351.1
1,805.9
1,454.8
0
0
1
0
0
0
50
0