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_9642
5
9
397
0
0
501
0
0
1,500
bus_only
1,152
397
254
13
241
304
1,657.5
1,353.5
0
0
1
0
0
0
50
0
9905_9642
6
9
659
0
0
128
0
0
1,500
bus_only
1,191
659
404
14
390
483.9
2,041.6
1,557.7
0
0
1
0
0
0
50
0
9905_9642
7
9
279
0
0
128
0
0
1,500
bus_only
951
279
544
14
530
652.3
1,388.5
736.2
0
0
1
0
0
0
50
0
9905_9642
8
9
198
0
0
227
0
0
1,500
bus_only
966
198
541
13
528
647.7
1,386.1
738.4
0
0
1
0
0
0
50
0
9905_9648
0
4
1,640
0
0
93
0
0
1,500
bus_only
1,763
1,640
30
13
17
34.9
5,931.1
5,896.2
0
0
1
0
0
14
14
1
9905_9648
1
4
1,518
0
0
93
0
0
1,500
bus_only
2,026
1,518
415
13
402
497.6
6,050.4
5,552.8
0
0
1
0
0
0
14
0
9905_9648
2
4
1,713
0
0
153
0
0
1,500
bus_only
2,228
1,713
362
13
349
433
6,659.2
6,226.2
0
0
1
0
0
0
14
0
9905_9648
3
4
1,789
0
0
153
0
0
1,500
bus_only
2,485
1,789
543
13
530
650.2
7,038.1
6,387.9
0
0
1
0
0
0
14
0
9905_9697
0
3
546
0
0
222
0
0
1,500
bus_only
797
546
29
14
15
33.6
1,809.4
1,775.8
0
0
1
0
0
0
49
0.333333
9905_9697
1
3
648
0
0
282
0
0
1,500
bus_only
1,356
648
426
14
412
509.9
2,664.2
2,154.3
0
0
1
0
0
0
49
0.333333
9905_9697
2
3
419
0
0
282
0
0
1,500
bus_only
1,174
419
473
14
459
566.7
1,920.7
1,354
0
0
1
0
0
0
49
0.333333
9905_9748
0
10
153
0
0
99
0
0
1,500
bus_only
275
153
23
13
10
27.2
765.6
738.4
0
0
1
0
0
51
51
1
9905_9748
1
10
188
0
0
264
0
0
1,500
bus_only
559
188
107
14
93
127.5
848.1
720.6
0
0
1
0
0
0
51
0
9905_9748
2
10
130
0
0
219
0
0
1,500
bus_only
653
130
304
13
291
364
938.9
575
0
0
1
0
0
0
51
0
9905_9748
3
10
117
0
0
112
0
0
1,500
bus_only
636
117
407
14
393
486.2
949.3
463.2
0
0
1
0
0
0
51
0
9905_9748
4
10
171
0
0
52
0
0
1,500
bus_only
658
171
435
14
421
520.4
1,173
652.6
0
0
1
0
0
0
51
0
9905_9748
5
10
585
0
0
52
0
0
1,500
bus_only
1,094
585
457
14
443
546.8
2,648.6
2,101.8
0
0
1
0
0
0
51
0
9905_9748
6
10
190
0
0
159
0
0
1,500
bus_only
873
190
524
13
511
628.4
1,510.2
881.8
0
0
1
0
0
0
51
0
9905_9748
7
10
288
0
0
324
0
0
1,500
bus_only
1,113
288
501
14
487
598.8
1,687.2
1,088.4
0
0
1
0
0
0
51
0
9905_9748
8
10
253
0
0
159
0
0
1,500
bus_only
970
253
558
13
545
668.5
1,883.7
1,215.2
0
0
1
0
0
0
51
0
9905_9748
9
10
245
0
0
911
0
0
1,500
bus_only
1,629
245
473
14
459
566.1
1,573.8
1,007.7
0
0
1
0
0
0
51
0
9905_9752
0
7
612
0
0
337
0
0
1,500
bus_only
988
612
39
14
25
45.2
2,199.5
2,154.3
0
0
1
0
0
52
53
0.981132
9905_9752
1
7
486
0
0
257
175
1
1,500
bus_only
957
486
214
14
25
255
2,262.8
2,007.8
0
0
1
0
0
1
53
0.018868
9905_9752
2
7
515
0
0
397
0
0
1,500
bus_only
1,298
515
386
14
372
462.4
2,238.1
1,775.8
0
0
1
0
0
0
53
0
9905_9752
3
7
734
0
0
397
0
0
1,500
bus_only
1,529
734
398
14
384
476.2
2,973.7
2,497.5
0
0
1
0
0
0
53
0
9905_9752
4
7
402
0
0
317
175
1
1,500
bus_only
1,280
402
561
14
372
672.1
2,301.5
1,629.4
0
0
1
0
0
0
53
0
9905_9752
5
7
493
0
0
1,807
0
0
1,500
bus_only
2,749
493
449
14
435
537.2
2,473.9
1,936.6
0
0
1
0
0
0
53
0
9905_9752
6
7
580
0
0
1,807
0
0
1,500
bus_only
2,870
580
483
14
469
578.1
2,859.9
2,281.8
0
0
1
0
0
0
53
0
9905_9824
0
9
1,548
0
0
150
0
0
1,500
bus_only
1,721
1,548
23
13
10
26.5
4,890.1
4,863.6
0
0
1
0
0
21
21
1
9905_9824
1
9
1,347
0
0
287
7
1
1,500
bus_only
1,663
1,347
29
13
9
34.1
4,889.5
4,855.4
0
0
1
0
0
0
21
0
9905_9824
2
9
1,603
0
0
150
0
0
1,500
bus_only
1,974
1,603
221
13
208
264.7
5,305
5,040.3
0
0
1
0
0
0
21
0
9905_9824
3
9
1,387
0
0
287
7
1
1,500
bus_only
1,900
1,387
226
13
206
270.5
5,301.6
5,031.1
0
0
1
0
0
0
21
0
9905_9824
4
9
1,389
0
0
210
0
0
1,500
bus_only
1,913
1,389
314
13
301
375.6
4,969.9
4,594.3
0
0
1
0
0
0
21
0
9905_9824
5
9
1,291
0
0
287
7
1
1,500
bus_only
1,886
1,291
308
13
288
368.3
4,962.8
4,594.5
0
0
1
0
0
0
21
0
9905_9824
6
9
1,669
0
0
144
0
0
1,500
bus_only
2,319
1,669
506
14
492
606.1
5,269.4
4,663.3
0
0
1
0
0
0
21
0
9905_9824
7
9
1,306
0
0
210
0
0
1,500
bus_only
2,100
1,306
584
13
571
698.8
5,076.1
4,377.2
0
0
1
0
0
0
21
0
9905_9824
8
9
1,661
0
0
210
0
0
1,500
bus_only
2,454
1,661
583
13
570
698.5
6,043
5,344.5
0
0
1
0
0
0
21
0
9905_9880
0
11
1,308
0
0
106
0
0
1,500
bus_only
1,436
1,308
22
13
9
25.3
4,619.7
4,594.3
0
0
1
0
0
16
16
1
9905_9880
1
11
451
180
0
447
184
2
1,550
bus+train
1,343
631
265
64
17
315.1
4,568.3
2,191.3
2,062
0
1
1
0
0
16
0
9905_9880
2
11
1,238
0
0
106
0
0
1,500
bus_only
1,599
1,238
255
13
242
305.1
4,682.4
4,377.2
0
0
1
0
0
0
16
0
9905_9880
3
11
1,464
0
0
408
0
0
1,500
bus_only
2,130
1,464
258
14
244
308.5
4,971.9
4,663.3
0
0
1
0
0
0
16
0
9905_9880
4
11
1,442
0
0
106
0
0
1,500
bus_only
1,862
1,442
314
13
301
375.3
5,238.9
4,863.6
0
0
1
0
0
0
16
0
9905_9880
5
11
1,492
0
0
166
0
0
1,500
bus_only
2,064
1,492
406
13
393
486.3
5,526.6
5,040.3
0
0
1
0
0
0
16
0
9905_9880
6
11
1,166
0
0
106
0
0
1,500
bus_only
1,821
1,166
549
13
536
657.9
4,759.1
4,101.2
0
0
1
0
0
0
16
0
9905_9880
7
11
401
180
0
447
184
2
1,550
bus+train
1,516
581
488
64
240
582.7
4,620.4
1,975.7
2,062
0
1
1
0
0
16
0
9905_9880
8
11
537
180
0
462
184
2
1,550
bus+train
1,671
717
492
64
244
587.5
4,908.9
2,259.4
2,062
0
1
1
0
0
16
0
9905_9880
9
11
510
180
0
507
184
2
1,550
bus+train
1,751
690
554
64
306
660.7
5,174.8
2,452.2
2,062
0
1
1
0
0
16
0
9905_9880
10
11
552
180
0
507
184
2
1,550
bus+train
1,883
732
644
64
396
769.8
5,459.7
2,627.9
2,062
0
1
1
0
0
16
0
9905_9954
0
9
1,257
0
0
280
0
0
1,500
bus_only
1,560
1,257
23
14
9
26.5
4,130.2
4,103.7
0
0
1
0
0
37
37
1
9905_9954
1
9
412
300
0
342
57
1
1,550
bus+train
1,266
712
212
14
141
252.8
5,508.5
1,512.9
3,742.8
0
1
1
0
0
37
0
9905_9954
2
9
1,182
0
0
280
0
0
1,500
bus_only
1,698
1,182
236
14
222
281.5
4,194.1
3,912.6
0
0
1
0
0
0
37
0
9905_9954
3
9
880
0
0
546
0
1
1,500
bus_only
1,499
880
73
64
9
86.2
4,427.1
4,340.9
0
0
1
0
0
0
37
0
9905_9954
4
9
1,274
0
0
57
0
0
1,500
bus_only
1,656
1,274
325
64
261
388.4
6,336.5
5,948.1
0
0
1
0
0
0
37
0
9905_9954
5
9
1,331
0
0
220
0
0
1,500
bus_only
1,875
1,331
324
14
310
387.5
4,767.1
4,379.6
0
0
1
0
0
0
37
0
9905_9954
6
9
1,299
0
0
57
0
0
1,500
bus_only
1,753
1,299
397
64
333
475.5
6,506.6
6,031.1
0
0
1
0
0
0
37
0
9905_9954
7
9
1,337
0
0
57
0
0
1,500
bus_only
1,888
1,337
494
64
430
591.1
6,776.4
6,185.4
0
0
1
0
0
0
37
0
9905_9954
8
9
1,127
0
0
280
0
0
1,500
bus_only
1,912
1,127
505
14
491
605
4,272.3
3,667.3
0
0
1
0
0
0
37
0
9908_13322
0
6
528
0
0
439
0
0
1,500
bus_only
979
528
12
1
11
13.6
3,390.6
3,377
0
0
1
0
0
49
61
0.803279
9908_13322
1
6
523
0
0
119
0
1
1,500
bus_only
654
523
12
1
11
13.6
3,390.6
3,377
0
0
1
0
0
7
61
0.114754
9908_13322
2
6
551
0
0
129
0
0
1,500
bus_only
916
551
236
1
235
281.7
3,523.1
3,241.4
0
0
1
0
0
0
61
0
9908_13322
3
6
391
0
0
129
0
0
1,500
bus_only
899
391
379
1
378
453.8
3,390.6
2,936.8
0
0
1
0
0
0
61
0
9908_13322
4
6
486
0
0
195
0
0
1,500
bus_only
1,132
486
451
1
450
539.6
3,953.2
3,413.5
0
0
1
0
0
5
61
0.081967
9908_13322
5
6
1,086
0
0
175
0
1
1,500
bus_only
1,801
1,086
540
1
539
647
7,132.9
6,485.9
0
0
1
0
0
0
61
0
9908_232
0
10
683
960
0
415
72
2
1,550
bus+train
2,152
1,643
94
1
21
110.3
13,126.5
4,021.7
8,994.5
0
1
1
0
1
34
0.029412
9908_232
1
10
655
960
0
287
378
1
1,550
bus+train
2,302
1,615
400
1
21
478.2
13,353.3
3,880.6
8,994.5
0
1
1
0
33
34
0.970588
9908_232
2
10
821
1,140
0
316
123
1
1,550
bus+train
2,422
1,961
145
1
21
171.9
15,113.7
4,768.7
10,173.1
0
1
1
0
0
34
0
9908_232
3
10
2,165
0
0
399
0
1
1,500
bus_only
2,788
2,165
224
1
223
267.7
15,220.4
14,952.8
0
0
1
0
0
0
34
0
9908_232
4
10
1,937
0
0
385
0
2
1,500
bus_only
2,546
1,937
224
1
223
267.7
14,937.1
14,669.4
0
0
1
0
0
0
34
0
9908_232
5
10
1,980
0
0
312
91
1
1,500
bus_only
2,607
1,980
315
1
223
376.5
15,055.2
14,678.7
0
0
1
0
0
0
34
0
9908_232
6
10
2,121
0
0
399
0
1
1,500
bus_only
2,914
2,121
394
1
393
471
14,887.5
14,416.5
0
0
1
0
0
0
34
0
9908_232
7
10
1,893
0
0
385
0
2
1,500
bus_only
2,672
1,893
394
1
393
471
14,604.1
14,133.1
0
0
1
0
0
0
34
0
9908_232
8
10
1,936
0
0
312
91
1
1,500
bus_only
2,733
1,936
485
1
393
579.8
14,722.3
14,142.4
0
0
1
0
0
0
34
0
9908_232
9
10
1,950
0
0
1,829
0
2
1,500
bus_only
4,213
1,950
434
1
433
520
14,974.3
14,454.3
0
0
1
0
0
0
34
0
9908_71104
0
10
290
0
0
743
0
0
1,500
bus_only
1,035
290
2
1
1
1.2
1,928
1,926.8
0
0
1
0
0
21
21
1
9908_71104
1
10
274
0
0
379
50
1
1,500
bus_only
705
274
52
1
1
60.7
1,948.7
1,888
0
0
1
0
0
0
21
0
9908_71104
2
10
572
0
0
288
0
0
1,500
bus_only
1,020
572
160
1
159
189.7
3,106
2,916.3
0
0
1
0
0
0
21
0
9908_71104
3
10
314
0
0
379
50
1
1,500
bus_only
949
314
256
1
205
305.4
2,374.9
2,069.5
0
0
1
0
0
0
21
0
9908_71104
4
10
230
0
0
288
0
0
1,500
bus_only
796
230
278
1
277
332.2
1,928
1,595.8
0
0
1
0
0
0
21
0
9908_71104
5
10
618
0
0
288
0
0
1,500
bus_only
1,301
618
395
1
394
472.3
3,611.6
3,139.4
0
0
1
0
0
0
21
0
9908_71104
6
10
272
0
0
228
0
0
1,500
bus_only
984
272
484
1
483
579.8
2,533.8
1,954
0
0
1
0
0
0
21
0
9908_71104
7
10
478
0
0
288
0
0
1,500
bus_only
1,246
478
480
1
479
574.1
3,187.3
2,613.1
0
0
1
0
0
0
21
0
9908_71104
8
10
352
0
0
379
50
1
1,500
bus_only
1,172
352
441
1
390
527.8
2,836.7
2,308.9
0
0
1
0
0
0
21
0
9908_71104
9
10
297
0
0
228
0
0
1,500
bus_only
1,070
297
545
1
544
652.5
2,858.2
2,205.6
0
0
1
0
0
0
21
0
9908_71117
0
4
1,620
0
0
4,196
197
2
2,500
bus_only
6,372
1,620
556
261
98
664
11,791.6
11,127.7
0
0
1
0
0
0
22
0.25
9908_71117
1
4
1,709
0
0
4,136
197
2
2,500
bus_only
6,514
1,709
669
261
211
800.6
12,212.3
11,411.7
0
0
1
0
0
0
22
0.25
9908_71117
2
4
1,584
0
0
4,196
197
2
2,500
bus_only
6,608
1,584
828
261
370
991.1
11,879.5
10,888.3
0
0
1
0
0
0
22
0.25
9908_71117
3
4
1,548
0
0
4,196
197
2
2,500
bus_only
6,634
1,548
890
261
432
1,065.7
11,799
10,733.2
0
0
1
0
0
0
22
0.25
9908_72039
0
3
629
0
0
92
0
0
1,500
bus_only
723
629
2
1
1
1.2
4,425.5
4,424.3
0
0
1
0
0
35
36
0.972222
9908_72039
1
3
718
0
0
92
0
0
1,500
bus_only
1,240
718
430
1
429
514.4
5,318.8
4,804.5
0
0
1
0
0
0
36
0
9908_72039
2
3
535
0
0
496
0
1
1,500
bus_only
1,502
535
471
1
470
564.5
4,578.6
4,014.1
0
0
1
0
0
1
36
0.027778
9908_72654
0
3
463
0
0
373
0
0
1,500
bus_only
848
463
12
1
11
13
2,903.4
2,890.4
0
0
1
0
0
13
13
1
9908_72654
1
3
499
0
0
373
0
0
1,500
bus_only
1,182
499
310
1
309
371.2
3,543.2
3,172
0
0
1
0
0
0
13
0
9908_72654
2
3
415
0
0
373
0
0
1,500
bus_only
1,211
415
423
1
422
506
3,029.6
2,523.6
0
0
1
0
0
0
13
0
9908_74426
0
4
211
0
0
166
0
0
1,500
bus_only
379
211
2
1
1
1.1
1,773.1
1,772
0
0
1
0
0
71
71
1
9908_74426
1
4
132
0
0
166
0
0
1,500
bus_only
728
132
430
1
429
514.6
1,905.9
1,391.3
0
0
1
0
0
0
71
0
9908_74426
2
4
301
0
0
166
0
0
1,500
bus_only
813
301
346
1
345
414.4
2,492.8
2,078.3
0
0
1
0
0
0
71
0
9908_74426
3
4
176
0
0
268
0
1
1,500
bus_only
847
176
403
1
402
481.7
2,217.2
1,735.5
0
0
1
0
0
0
71
0
9908_74427
0
2
257
0
0
134
0
0
1,500
bus_only
396
257
5
1
4
5.2
2,083.6
2,078.3
0
0
1
0
0
38
38
1
9908_74427
1
2
188
0
0
134
0
0
1,500
bus_only
670
188
348
1
347
416.9
2,188.9
1,772
0
0
1
0
0
0
38
0
9908_74429
0
6
421
0
0
135
0
0
1,500
bus_only
558
421
2
1
1
1.5
2,938.3
2,936.8
0
0
1
0
0
30
40
0.75