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
9970_9950
7
11
833
0
0
490
0
1
1,500
bus_only
1,872
833
549
366
183
658
7,037.9
6,380
0
0
1
0
0
0
22
0
9970_9950
8
11
876
0
0
637
0
0
1,500
bus_only
2,179
876
666
366
300
798.4
5,666.1
4,867.8
0
0
1
0
0
0
22
0
9970_9950
9
11
767
0
0
530
0
2
1,500
bus_only
1,892
767
595
366
229
713.7
6,768
6,054.3
0
0
1
0
0
0
22
0
9970_9950
10
11
963
0
0
227
281
1
1,500
bus_only
1,884
963
694
1
412
830.1
5,610.9
4,780.8
0
0
1
0
0
0
22
0
9972_12869
0
2
1,268
0
0
111
0
0
1,500
bus_only
1,380
1,268
1
1
0
0.7
8,859.7
8,859
0
0
1
0
0
37
37
1
9972_12869
1
2
1,186
0
0
234
0
1
1,500
bus_only
1,894
1,186
474
1
473
567.1
8,814.5
8,247.4
0
0
1
0
0
0
37
0
9972_13061
0
4
307
0
0
331
0
0
1,500
bus_only
640
307
2
1
1
1.4
1,986.9
1,985.5
0
0
1
0
0
154
154
1
9972_13061
1
4
339
0
0
390
0
0
1,500
bus_only
896
339
167
1
166
199.4
2,039.2
1,839.8
0
0
1
0
0
0
154
0
9972_13061
2
4
374
0
0
331
0
0
1,500
bus_only
1,010
374
305
1
304
364.6
2,620
2,255.5
0
0
1
0
0
0
154
0
9972_13061
3
4
473
0
0
390
0
0
1,500
bus_only
1,268
473
405
1
404
485.5
2,636.5
2,151
0
0
1
0
0
0
154
0
9972_71863
0
4
451
0
0
91
0
0
1,500
bus_only
549
451
7
1
6
6.8
2,650.4
2,643.6
0
0
1
0
0
116
126
0.928
9972_71863
1
4
401
0
0
93
0
0
1,500
bus_only
852
401
358
1
357
428.2
2,971.4
2,543.2
0
0
1
0
0
9
126
0.072
9972_71863
2
4
497
0
0
151
0
0
1,500
bus_only
962
497
314
1
313
374.6
3,304.4
2,929.8
0
0
1
0
0
0
126
0
9972_71863
3
4
370
0
0
91
0
0
1,500
bus_only
896
370
435
1
434
520.8
2,776.3
2,255.5
0
0
1
0
0
0
126
0
9972_71915
0
13
1,015
0
0
573
0
0
1,500
bus_only
1,590
1,015
2
1
1
1.5
5,835
5,833.5
0
0
1
0
0
23
23
1
9972_71915
1
13
674
0
0
267
12
2
1,500
bus_only
1,265
674
324
165
147
386.5
5,218.9
4,832.4
0
0
1
0
0
0
23
0
9972_71915
2
13
588
0
0
198
0
0
1,500
bus_only
1,331
588
545
435
110
652.5
5,164.7
4,512.2
0
0
1
0
0
0
23
0
9972_71915
3
13
784
0
0
728
0
1
1,500
bus_only
1,740
784
228
81
147
273.4
5,181.8
4,908.4
0
0
1
0
0
0
23
0
9972_71915
4
13
684
0
0
360
12
1
1,500
bus_only
1,331
684
287
165
110
341.6
5,174
4,832.4
0
0
1
0
0
0
23
0
9972_71915
5
13
601
0
0
258
12
1
1,500
bus_only
1,324
601
465
165
288
555
4,971.9
4,416.9
0
0
1
0
0
0
23
0
9972_71915
6
13
701
0
0
198
12
1
1,500
bus_only
1,394
701
495
165
318
590.8
5,621.8
5,031
0
0
1
0
0
0
23
0
9972_71915
7
13
967
0
0
338
27
1
1,500
bus_only
1,809
967
504
1
476
603.9
7,580.5
6,976.6
0
0
1
0
0
0
23
0
9972_71915
8
13
1,034
0
0
1,122
0
1
1,500
bus_only
2,575
1,034
419
81
338
502.7
7,263.4
6,760.7
0
0
1
0
0
0
23
0
9972_71915
9
13
765
0
0
309
41
2
1,500
bus_only
1,618
765
544
165
338
649.6
5,774.5
5,124.9
0
0
1
0
0
0
23
0
9972_71915
10
13
605
0
0
105
0
0
1,500
bus_only
1,463
605
753
435
318
901.8
5,612.6
4,710.8
0
0
1
0
0
0
23
0
9972_71915
11
13
505
0
0
165
0
0
1,500
bus_only
1,473
505
803
435
368
960.9
5,057.6
4,096.7
0
0
1
0
0
0
23
0
9972_71915
12
13
474
0
0
487
0
0
1,500
bus_only
1,719
474
758
435
323
908.4
5,060.7
4,152.3
0
0
1
0
0
0
23
0
9972_72006
0
3
909
0
0
269
0
0
1,500
bus_only
1,180
909
2
1
1
1.4
6,299.6
6,298.2
0
0
1
0
0
15
15
1
9972_72006
1
3
857
0
0
269
0
0
1,500
bus_only
1,543
857
417
1
416
499.3
6,428.2
5,928.9
0
0
1
0
0
0
15
0
9972_72006
2
3
959
0
0
269
0
0
1,500
bus_only
1,735
959
507
1
506
607.6
7,355.3
6,747.7
0
0
1
0
0
0
15
0
9972_72007
0
5
953
0
0
300
0
0
1,500
bus_only
1,255
953
2
1
1
1.5
6,749.2
6,747.7
0
0
1
0
0
3
16
0.1875
9972_72007
1
5
903
0
0
300
0
0
1,500
bus_only
1,710
903
507
1
506
607.4
6,905.6
6,298.2
0
0
1
0
0
0
16
0
9972_72007
2
5
1,116
0
0
300
0
0
1,500
bus_only
1,789
1,116
373
1
372
446.2
7,859.5
7,413.3
0
0
1
0
0
0
16
0
9972_72007
3
5
1,012
0
0
401
0
0
1,500
bus_only
1,805
1,012
392
1
391
468.7
7,566.3
7,097.6
0
0
1
0
0
13
16
0.8125
9972_72007
4
5
1,034
0
0
300
0
0
1,500
bus_only
1,727
1,034
393
1
392
470.6
7,566.1
7,095.5
0
0
1
0
0
0
16
0
9972_72008
0
4
1,025
0
0
373
0
0
1,500
bus_only
1,400
1,025
2
1
1
1.3
7,098.9
7,097.6
0
0
1
0
0
22
22
1
9972_72008
1
4
1,045
0
0
511
0
0
1,500
bus_only
1,661
1,045
105
1
104
125.4
7,220.9
7,095.5
0
0
1
0
0
0
22
0
9972_72008
2
4
1,103
0
0
373
0
0
1,500
bus_only
1,850
1,103
374
1
373
448.3
7,877.8
7,429.4
0
0
1
0
0
0
22
0
9972_72008
3
4
961
0
0
373
0
0
1,500
bus_only
1,729
961
395
1
394
473.5
7,221.2
6,747.7
0
0
1
0
0
0
22
0
9972_72262
0
2
1,313
0
0
438
0
0
1,500
bus_only
1,759
1,313
8
1
7
8.2
8,331
8,322.8
0
0
1
0
0
26
27
1
9972_72262
1
2
1,253
0
0
498
0
0
1,500
bus_only
2,290
1,253
539
1
538
646.3
8,504.5
7,858.3
0
0
1
0
0
0
27
0
9972_72435
0
3
1,412
0
0
337
29
1
1,500
bus_only
1,791
1,412
42
1
12
48.2
9,830.2
9,782.1
0
0
1
0
0
15
21
0.714286
9972_72435
1
3
1,384
0
0
337
29
1
1,500
bus_only
2,036
1,384
315
1
285
376.5
9,915.2
9,538.7
0
0
1
0
0
0
21
0
9972_72435
2
3
1,654
0
0
780
181
1
1,500
bus_only
3,110
1,654
676
1
494
809.7
10,780.1
9,970.4
0
0
1
0
0
6
21
0.285714
9972_74612
0
8
132
0
0
104
0
0
1,500
bus_only
242
132
6
1
5
6.7
825.9
819.2
0
0
1
0
0
244
244
1
9972_74612
1
8
209
0
0
104
0
0
1,500
bus_only
656
209
343
1
342
410.7
1,535.7
1,125
0
0
1
0
0
0
244
0
9972_74612
2
8
463
0
0
477
0
0
1,500
bus_only
1,211
463
271
23
248
322.5
1,341.2
1,018.6
0
0
1
0
0
0
244
0
9972_74612
3
8
527
0
0
417
0
0
1,500
bus_only
1,311
527
367
23
344
438.4
1,551.4
1,113
0
0
1
0
0
0
244
0
9972_74612
4
8
28
0
0
164
0
0
1,500
bus_only
669
28
477
1
476
570.9
899.9
329
0
0
1
0
0
0
244
0
9972_74612
5
8
592
0
0
417
0
0
1,500
bus_only
1,440
592
431
23
408
516
1,829.5
1,313.6
0
0
1
0
0
0
244
0
9972_74612
6
8
457
0
0
456
0
0
1,500
bus_only
1,482
457
569
139
430
681.4
1,752
1,070.6
0
0
1
0
0
0
244
0
9972_74612
7
8
319
0
0
1,486
0
0
1,500
bus_only
2,301
319
496
77
419
594.6
1,481
886.4
0
0
1
0
0
0
244
0
9972_74616
0
3
582
0
0
220
0
0
1,500
bus_only
804
582
2
1
1
1.1
3,464.7
3,463.6
0
0
1
0
0
40
40
1
9972_74616
1
3
551
0
0
220
0
0
1,500
bus_only
1,120
551
349
1
348
418.3
3,572.8
3,154.6
0
0
1
0
0
0
40
0
9972_74616
2
3
614
0
0
220
0
0
1,500
bus_only
1,296
614
462
1
461
553.9
4,427.5
3,873.6
0
0
1
0
0
0
40
0
9972_74617
0
5
592
0
0
217
0
0
1,500
bus_only
811
592
2
1
1
1.1
3,874.7
3,873.6
0
0
1
0
0
73
76
0.960526
9972_74617
1
5
585
0
0
155
0
1
1,500
bus_only
742
585
2
1
1
1.1
3,874.7
3,873.6
0
0
1
0
0
3
76
0.039474
9972_74617
2
5
667
0
0
217
0
0
1,500
bus_only
1,128
667
244
1
243
292.2
4,381.6
4,089.4
0
0
1
0
0
0
76
0
9972_74617
3
5
560
0
0
217
0
0
1,500
bus_only
1,240
560
463
1
462
554.1
4,017.8
3,463.6
0
0
1
0
0
0
76
0
9972_74617
4
5
553
0
0
155
0
1
1,500
bus_only
1,171
553
463
1
462
554.1
4,017.8
3,463.6
0
0
1
0
0
0
76
0
9972_7710
0
10
1,404
0
0
261
0
1
1,500
bus_only
1,670
1,404
5
1
4
4.8
9,349.6
9,344.8
0
0
1
0
0
14
14
1
9972_7710
1
10
1,348
0
0
261
0
1
1,500
bus_only
1,979
1,348
370
1
369
443.1
9,457.3
9,014.2
0
0
1
0
0
0
14
0
9972_7710
2
10
1,812
0
0
387
59
1
1,500
bus_only
2,554
1,812
355
1
295
424.4
10,479.3
10,054.9
0
0
1
0
0
0
14
0
9972_7710
3
10
1,445
0
0
261
0
1
1,500
bus_only
2,113
1,445
407
1
406
487.5
10,189.8
9,702.4
0
0
1
0
0
0
14
0
9972_7710
4
10
1,730
0
0
387
59
1
1,500
bus_only
2,501
1,730
384
1
324
458.4
10,353.2
9,894.8
0
0
1
0
0
0
14
0
9972_7710
5
10
1,538
0
0
357
189
1
1,500
bus_only
2,380
1,538
485
1
295
580.7
9,697.7
9,117
0
0
1
0
0
0
14
0
9972_7710
6
10
1,456
0
0
357
189
1
1,500
bus_only
2,327
1,456
514
1
324
614.7
9,571.7
8,957
0
0
1
0
0
0
14
0
9972_7710
7
10
1,629
0
0
357
189
1
1,500
bus_only
2,590
1,629
604
1
414
723.1
10,014.7
9,291.5
0
0
1
0
0
0
14
0
9972_7710
8
10
1,661
0
0
387
59
1
1,500
bus_only
2,653
1,661
605
1
545
724.1
10,358.3
9,634.2
0
0
1
0
0
0
14
0
9972_7710
9
10
1,681
0
0
357
189
1
1,500
bus_only
2,735
1,681
697
1
507
835.3
10,280.5
9,445.2
0
0
1
0
0
0
14
0
9972_8000224
0
4
1,057
0
0
371
0
0
1,500
bus_only
1,434
1,057
6
1
5
6.2
7,435.6
7,429.4
0
0
1
0
0
18
18
1
9972_8000224
1
4
1,009
0
0
283
0
0
1,500
bus_only
1,693
1,009
401
1
400
480.3
7,575.8
7,095.5
0
0
1
0
0
0
18
0
9972_8000224
2
4
975
0
0
371
0
0
1,500
bus_only
1,717
975
371
1
370
444.3
7,541.9
7,097.6
0
0
1
0
0
0
18
0
9972_8000224
3
4
1,150
0
0
431
0
0
1,500
bus_only
2,045
1,150
464
1
463
554.6
8,412.8
7,858.3
0
0
1
0
0
0
18
0
9972_8000231
0
5
1,093
0
0
438
0
0
1,500
bus_only
1,533
1,093
2
1
1
1.4
7,096.9
7,095.5
0
0
1
0
0
22
23
1
9972_8000231
1
5
1,067
0
0
327
0
0
1,500
bus_only
1,499
1,067
105
1
104
124.5
7,222.1
7,097.6
0
0
1
0
0
0
23
0
9972_8000231
2
5
1,001
0
0
327
0
0
1,500
bus_only
1,720
1,001
392
1
391
469.8
7,217.5
6,747.7
0
0
1
0
0
0
23
0
9972_8000231
3
5
1,179
0
0
438
0
0
1,500
bus_only
1,976
1,179
359
1
358
430
7,843.3
7,413.3
0
0
1
0
0
0
23
0
9972_8000231
4
5
1,153
0
0
327
0
0
1,500
bus_only
1,885
1,153
405
1
404
485.5
7,915
7,429.4
0
0
1
0
0
0
23
0
9972_8000365
0
5
722
0
0
405
0
0
1,500
bus_only
1,129
722
2
1
1
1.1
4,708
4,706.8
0
0
1
0
0
37
37
1
9972_8000365
1
5
0
360
0
193
0
0
1,550
train_only
1,108
360
555
347
208
665.1
4,096.5
0
3,431.5
0
0
1
0
0
37
0
9972_8000365
2
5
661
0
0
465
0
0
1,500
bus_only
1,527
661
401
1
400
479.4
4,806.5
4,327.1
0
0
1
0
0
0
37
0
9972_8000365
3
5
575
0
0
900
0
1
1,500
bus_only
2,040
575
565
81
484
676.9
3,971
3,294.2
0
0
1
0
0
0
37
0
9972_8000365
4
5
370
0
0
811
0
0
1,500
bus_only
2,546
370
1,365
435
930
1,635.7
4,504.3
2,868.5
0
0
1
0
0
0
37
0
9972_8002844
0
2
727
0
0
88
0
0
1,500
bus_only
817
727
2
1
1
0.9
4,090.4
4,089.4
0
0
1
0
0
22
22
1
9972_8002844
1
2
647
0
0
88
0
0
1,500
bus_only
979
647
244
1
243
292.3
4,165.9
3,873.6
0
0
1
0
0
0
22
0
9972_8423
0
8
176
0
0
360
0
0
1,500
bus_only
544
176
8
1
7
8.5
1,133.5
1,125
0
0
1
0
0
210
210
1
9972_8423
1
8
99
0
0
360
0
0
1,500
bus_only
811
99
352
1
351
420.8
1,239.9
819.2
0
0
1
0
0
0
210
0
9972_8423
2
8
278
0
0
165
0
0
1,500
bus_only
825
278
382
23
359
456.6
1,283.2
826.6
0
0
1
0
0
0
210
0
9972_8423
3
8
255
0
0
360
0
0
1,500
bus_only
1,008
255
393
1
392
470.4
1,949.1
1,478.6
0
0
1
0
0
0
210
0
9972_8423
4
8
256
0
0
865
0
0
1,500
bus_only
1,588
256
467
77
390
558.9
1,277
718.1
0
0
1
0
0
0
210
0
9972_8423
5
8
321
0
0
805
0
0
1,500
bus_only
1,617
321
491
77
414
587.7
1,474.1
886.4
0
0
1
0
0
0
210
0
9972_8423
6
8
208
0
0
805
0
0
1,500
bus_only
1,557
208
544
77
467
652.1
1,282.8
630.7
0
0
1
0
0
0
210
0
9972_8423
7
8
373
0
0
805
0
0
1,500
bus_only
1,731
373
553
77
476
662.2
1,667.5
1,005.3
0
0
1
0
0
0
210
0
9972_8471
0
2
255
0
0
145
0
0
1,500
bus_only
413
255
13
1
12
14
1,492.6
1,478.6
0
0
1
0
0
121
121
1
9972_8471
1
2
176
0
0
145
0
0
1,500
bus_only
718
176
397
1
396
474.8
1,599.8
1,125
0
0
1
0
0
0
121
0
9972_8596
0
3
491
0
0
70
0
0
1,500
bus_only
569
491
8
1
7
8.2
2,937.9
2,929.8
0
0
1
0
0
130
130
1
9972_8596
1
3
445
0
0
70
0
0
1,500
bus_only
832
445
317
1
316
379.7
3,023.3
2,643.6
0
0
1
0
0
0
130
0
9972_8596
2
3
551
0
0
130
0
0
1,500
bus_only
940
551
259
1
258
309.9
3,464.5
3,154.6
0
0
1
0
0
0
130
0
9972_8639
0
6
551
0
0
366
0
0
1,500
bus_only
919
551
2
1
1
1.2
3,155.8
3,154.6
0
0
1
0
0
66
70
0.942857