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_415
4
7
1,235
0
0
306
0
2
1,500
bus_only
1,884
1,235
343
77
266
409.4
10,869.8
10,460.4
0
0
1
0
0
0
279
0
1001_415
5
7
1,235
0
0
412
0
0
1,500
bus_only
2,138
1,235
491
77
414
587
11,423.2
10,836.2
0
0
1
0
0
0
279
0
1001_415
6
7
1,314
0
0
246
0
2
1,500
bus_only
2,147
1,314
587
77
510
703
11,868.4
11,165.4
0
0
1
0
0
0
279
0
1001_416
0
3
946
0
0
238
0
0
1,500
bus_only
1,305
946
121
77
44
143.2
8,968.5
8,825.3
0
0
1
0
0
0
417
0.333333
1001_416
1
3
1,059
0
0
102
0
1
1,500
bus_only
1,282
1,059
121
77
44
143.2
9,545
9,401.9
0
0
1
0
0
0
417
0.333333
1001_416
2
3
1,286
0
0
174
0
0
1,500
bus_only
1,989
1,286
529
69
460
632.2
10,694.4
10,062.2
0
0
1
0
0
0
417
0.333333
1001_417
0
4
1,058
0
0
266
0
0
1,500
bus_only
1,531
1,058
207
77
130
246
8,355.3
8,109.3
0
0
1
0
0
0
505
0
1001_417
1
4
1,269
0
0
469
0
0
1,500
bus_only
1,894
1,269
156
44
112
185.5
8,190
8,004.5
0
0
1
0
0
0
505
0
1001_417
2
4
1,121
0
0
266
0
0
1,500
bus_only
1,910
1,121
523
77
446
624.7
9,221.4
8,596.7
0
0
1
0
0
0
505
0
1001_417
3
4
0
1,050
0
268
0
0
1,550
train_only
2,409
1,050
1,091
307
784
1,307.1
10,130.3
0
8,823.1
0
0
1
0
505
505
1
1001_418
0
6
1,088
0
0
131
0
0
1,500
bus_only
1,392
1,088
173
44
129
204.8
7,071.4
6,866.6
0
0
1
0
0
0
771
0.166667
1001_418
1
6
824
0
0
76
0
0
1,500
bus_only
1,111
824
211
77
134
252.2
6,566.7
6,314.5
0
0
1
0
0
0
771
0.166667
1001_418
2
6
1,054
0
0
363
0
0
1,500
bus_only
1,625
1,054
208
77
131
248.7
7,071.8
6,823.2
0
0
1
0
0
0
771
0.166667
1001_418
3
6
1,029
0
0
192
0
0
1,500
bus_only
1,608
1,029
387
77
310
463.1
7,640
7,176.9
0
0
1
0
0
0
771
0.166667
1001_418
4
6
1,142
0
0
363
0
0
1,500
bus_only
2,029
1,142
524
77
447
627.5
7,732.7
7,105.1
0
0
1
0
0
0
771
0.166667
1001_418
5
6
789
0
0
298
0
1
1,500
bus_only
1,615
789
528
77
451
631.6
6,400.9
5,769.3
0
0
1
0
0
0
771
0.166667
1001_419
0
2
872
0
0
96
0
0
1,500
bus_only
1,232
872
264
77
187
314.9
6,264.4
5,949.6
0
0
1
0
0
0
369
0
1001_419
1
2
0
780
0
341
0
0
1,550
train_only
2,353
780
1,232
307
925
1,475.8
7,865.6
0
6,389.9
0
0
1
0
368
369
1
1001_420
0
8
202
540
0
220
16
1
1,550
bus+train
1,047
742
85
44
25
100.1
5,552.5
623.9
4,828.4
0
1
1
0
0
2,836
0.125
1001_420
1
8
635
0
0
114
0
1
1,500
bus_only
953
635
204
69
135
243.4
4,844.6
4,601.3
0
0
1
0
0
0
2,836
0.125
1001_420
2
8
616
0
0
274
0
0
1,500
bus_only
1,080
616
190
77
113
226.3
4,995
4,768.6
0
0
1
0
0
0
2,836
0.125
1001_420
3
8
531
0
0
254
0
0
1,500
bus_only
1,097
531
312
77
235
371.7
4,720.3
4,348.6
0
0
1
0
0
0
2,836
0.125
1001_420
4
8
672
0
0
274
0
0
1,500
bus_only
1,290
672
344
77
267
410.5
5,564.3
5,153.9
0
0
1
0
0
0
2,836
0.125
1001_420
5
8
691
0
0
174
0
1
1,500
bus_only
1,201
691
336
69
267
400.6
5,387.2
4,986.5
0
0
1
0
0
0
2,836
0.125
1001_420
6
8
561
0
0
274
0
0
1,500
bus_only
1,414
561
579
77
502
693.2
5,119
4,425.8
0
0
1
0
0
0
2,836
0.125
1001_420
7
8
580
0
0
174
0
1
1,500
bus_only
1,325
580
571
69
502
683.3
4,941.8
4,258.5
0
0
1
0
0
0
2,836
0.125
1001_4202
0
7
381
0
0
188
0
1
1,500
bus_only
840
381
271
69
202
322.3
3,473.7
3,151.4
0
0
1
0
0
0
21
0
1001_4202
1
7
0
240
0
347
0
0
1,550
train_only
965
240
378
371
7
451.7
2,418.8
0
1,967.1
0
0
1
0
19
21
1
1001_4202
2
7
772
0
0
664
0
0
1,500
bus_only
1,845
772
409
49
360
488.9
5,473.3
4,984.4
0
0
1
0
0
0
21
0
1001_4202
3
7
917
0
0
664
0
0
1,500
bus_only
2,048
917
467
49
418
557.6
6,016.7
5,459.1
0
0
1
0
0
0
21
0
1001_4202
4
7
265
0
0
402
0
0
1,500
bus_only
1,220
265
553
328
225
661.2
2,569.7
1,908.6
0
0
1
0
0
0
21
0
1001_4202
5
7
210
0
0
768
0
0
1,500
bus_only
1,550
210
572
313
259
684.3
3,534
2,849.7
0
0
1
0
0
0
21
0
1001_4202
6
7
338
0
0
402
0
0
1,500
bus_only
1,532
338
792
328
464
947.6
3,279.4
2,331.8
0
0
1
0
0
0
21
0
1001_4203
0
6
700
0
0
446
0
0
1,500
bus_only
1,421
700
275
69
206
328
5,025
4,697
0
0
1
0
0
0
132
0
1001_4203
1
6
0
450
0
227
0
0
1,550
train_only
1,102
450
425
371
54
508.6
5,275.1
0
4,766.5
0
0
1
0
131
132
1
1001_4203
2
6
606
0
0
446
0
0
1,500
bus_only
1,379
606
327
69
258
390.5
4,625.8
4,235.3
0
0
1
0
0
0
132
0
1001_4203
3
6
1,362
0
0
169
0
0
1,500
bus_only
1,928
1,362
397
49
348
473.9
8,794.5
8,320.6
0
0
1
0
0
0
132
0
1001_4203
4
6
96
540
0
276
149
1
1,550
bus+train
1,415
636
503
77
277
601.5
6,154
816.7
4,735.8
0
1
1
0
0
132
0
1001_4203
5
6
1,028
0
0
200
0
1
1,500
bus_only
1,830
1,028
602
77
525
721.5
5,827.2
5,105.7
0
0
1
0
0
0
132
0
1001_4204
0
6
2,142
0
0
410
0
0
1,500
bus_only
2,806
2,142
254
49
205
302.3
11,913.2
11,610.9
0
0
1
0
0
0
26
0
1001_4204
1
6
0
690
0
214
0
0
1,550
train_only
1,338
690
434
371
63
519.7
8,637.1
0
8,117.4
0
0
1
0
22
26
1
1001_4204
2
6
2,208
0
0
350
0
0
1,500
bus_only
2,956
2,208
398
49
349
476.1
12,407.7
11,931.5
0
0
1
0
0
0
26
0
1001_4204
3
6
2,092
0
0
350
0
0
1,500
bus_only
2,884
2,092
442
49
393
528.9
11,944.2
11,415.3
0
0
1
0
0
0
26
0
1001_4204
4
6
2,266
0
0
350
0
0
1,500
bus_only
3,156
2,266
540
49
491
646.6
12,833
12,186.4
0
0
1
0
0
0
26
0
1001_4204
5
6
1,490
0
0
446
0
0
1,500
bus_only
2,598
1,490
662
338
324
793.3
8,163.4
7,370
0
0
1
0
0
0
26
0
1001_421
0
12
202
390
0
330
16
1
1,550
bus+train
992
592
70
44
10
82.3
4,105.1
623.9
3,398.9
0
1
1
0
0
263
0
1001_421
1
12
0
510
0
165
0
0
1,550
train_only
992
510
317
307
10
378.7
4,555.8
0
4,177.1
0
0
1
0
2
263
0.007605
1001_421
2
12
0
630
0
368
0
0
1,550
train_only
1,194
630
196
44
152
233.6
4,608.5
0
4,374.9
0
0
1
0
261
263
0.992395
1001_421
3
12
633
0
0
753
0
0
1,500
bus_only
1,631
633
245
69
176
292.7
4,432.3
4,139.6
0
0
1
0
0
0
263
0
1001_421
4
12
414
0
0
353
0
0
1,500
bus_only
1,206
414
439
77
362
525.7
4,279
3,753.3
0
0
1
0
0
0
263
0
1001_421
5
12
500
0
0
403
0
0
1,500
bus_only
1,417
500
514
69
445
614.9
4,417.3
3,802.3
0
0
1
0
0
0
263
0
1001_421
6
12
534
0
0
353
0
0
1,500
bus_only
1,424
534
537
77
460
641.7
5,083.1
4,441.4
0
0
1
0
0
0
263
0
1001_421
7
12
421
0
0
296
0
2
1,500
bus_only
1,227
421
510
77
433
610.3
4,372.3
3,762.1
0
0
1
0
0
0
263
0
1001_421
8
12
686
0
0
813
0
0
1,500
bus_only
2,040
686
541
69
472
646.2
5,210.6
4,564.4
0
0
1
0
0
0
263
0
1001_421
9
12
533
0
0
296
0
2
1,500
bus_only
1,352
533
523
77
446
624.9
5,227.3
4,602.4
0
0
1
0
0
0
263
0
1001_421
10
12
465
0
0
312
0
2
1,500
bus_only
1,305
465
528
77
451
631.8
4,926.3
4,294.5
0
0
1
0
0
0
263
0
1001_421
11
12
564
0
0
753
0
0
1,500
bus_only
1,901
564
584
69
515
699.2
4,428.6
3,729.4
0
0
1
0
0
0
263
0
1001_4213
0
2
0
2,610
0
613
0
0
2,250
train_only
3,450
2,610
227
186
41
270
47,492.2
0
47,222.2
0
0
1
0
0
30
0.5
1001_4213
1
2
3,712
0
0
722
0
0
2,200
bus_only
4,805
3,712
371
49
322
443.1
50,320.1
49,876.9
0
0
1
0
0
0
30
0.5
1001_422
0
9
442
0
0
222
0
0
1,500
bus_only
804
442
140
77
63
165.7
3,773.2
3,607.5
0
0
1
0
0
0
621
0.111111
1001_422
1
9
419
0
0
162
0
0
1,500
bus_only
861
419
280
77
203
334.6
3,790.5
3,455.9
0
0
1
0
0
0
621
0.111111
1001_422
2
9
452
0
0
421
0
0
1,500
bus_only
1,101
452
228
108
120
273
3,701.5
3,428.4
0
0
1
0
0
0
621
0.111111
1001_422
3
9
469
0
0
171
0
0
1,500
bus_only
938
469
298
108
190
355.7
3,790
3,434.3
0
0
1
0
0
0
621
0.111111
1001_422
4
9
464
0
0
407
0
0
1,500
bus_only
1,233
464
362
77
285
432.5
4,185.8
3,753.3
0
0
1
0
0
0
621
0.111111
1001_422
5
9
396
0
0
171
0
0
1,500
bus_only
1,101
396
534
108
426
638.8
3,551.4
2,912.6
0
0
1
0
0
0
621
0.111111
1001_422
6
9
542
0
0
162
0
0
1,500
bus_only
1,282
542
578
77
501
692
4,678
3,986
0
0
1
0
0
0
621
0.111111
1001_422
7
9
461
0
0
380
0
0
1,500
bus_only
1,419
461
578
44
534
691.7
3,731
3,039.4
0
0
1
0
0
0
621
0.111111
1001_422
8
9
576
0
0
162
0
0
1,500
bus_only
1,349
576
611
77
534
731.3
4,981.8
4,250.5
0
0
1
0
0
0
621
0.111111
1001_423
0
5
504
0
0
242
0
0
1,500
bus_only
835
504
89
44
45
105
2,217
2,111.9
0
0
1
0
0
0
1,024
0
1001_423
1
5
0
270
0
102
0
0
1,550
train_only
686
270
314
307
7
375.7
2,615.3
0
2,239.6
0
0
1
0
1,024
1,024
1
1001_423
2
5
546
0
0
408
0
0
1,500
bus_only
1,092
546
138
44
94
163.6
2,162.1
1,998.6
0
0
1
0
0
0
1,024
0
1001_423
3
5
475
0
0
182
0
0
1,500
bus_only
881
475
224
44
180
267.3
2,171.3
1,904
0
0
1
0
0
0
1,024
0
1001_423
4
5
575
0
0
408
0
0
1,500
bus_only
1,308
575
325
44
281
388.3
2,572.8
2,184.5
0
0
1
0
0
0
1,024
0
1001_424
0
9
386
0
0
129
0
0
1,500
bus_only
683
386
168
44
124
199
1,441.2
1,242.2
0
0
1
0
0
0
1,358
0.111111
1001_424
1
9
181
0
0
40
0
0
1,500
bus_only
802
181
581
77
504
695.9
1,860.2
1,164.3
0
0
1
0
0
0
1,358
0.111111
1001_424
2
9
301
0
0
66
0
0
1,500
bus_only
897
301
530
108
422
635.3
1,600.9
965.5
0
0
1
0
0
0
1,358
0.111111
1001_424
3
9
326
0
0
117
0
0
1,500
bus_only
986
326
543
44
499
649.8
2,086.2
1,436.4
0
0
1
0
0
0
1,358
0.111111
1001_424
4
9
284
0
0
117
0
0
1,500
bus_only
946
284
545
44
501
652.6
1,755
1,102.3
0
0
1
0
0
0
1,358
0.111111
1001_424
5
9
272
0
0
173
0
0
1,500
bus_only
1,127
272
682
44
638
816.4
1,791.4
975
0
0
1
0
0
0
1,358
0.111111
1001_424
6
9
120
0
0
186
0
0
1,500
bus_only
1,021
120
715
77
638
856
1,756.2
900.2
0
0
1
0
0
0
1,358
0.111111
1001_424
7
9
611
0
0
110
0
0
1,500
bus_only
1,394
611
673
70
603
806.6
2,182.2
1,375.5
0
0
1
0
0
0
1,358
0.111111
1001_424
8
9
197
0
0
226
12
1
1,500
bus_only
1,099
197
676
77
587
808.6
2,097
1,288.5
0
0
1
0
0
0
1,358
0.111111
1001_425
0
10
225
0
0
66
0
0
1,500
bus_only
380
225
89
44
45
105.7
729.6
623.9
0
0
1
0
0
0
566
0.1
1001_425
1
10
75
0
0
79
0
0
1,500
bus_only
493
75
339
77
262
406
1,198.3
792.3
0
0
1
0
0
0
566
0.1
1001_425
2
10
67
0
0
267
0
0
1,500
bus_only
663
67
329
44
285
393.5
889.1
495.6
0
0
1
0
0
0
566
0.1
1001_425
3
10
154
0
0
327
0
0
1,500
bus_only
883
154
402
44
358
480.7
1,232.5
751.8
0
0
1
0
0
0
566
0.1
1001_425
4
10
91
0
0
100
0
0
1,500
bus_only
600
91
409
77
332
488.8
1,389
900.2
0
0
1
0
0
0
566
0.1
1001_425
5
10
127
0
0
114
0
0
1,500
bus_only
656
127
415
44
371
496.6
903.7
407
0
0
1
0
0
0
566
0.1
1001_425
6
10
83
0
0
102
0
0
1,500
bus_only
686
83
501
77
424
599.4
1,416
816.7
0
0
1
0
0
0
566
0.1
1001_425
7
10
209
0
0
596
0
0
1,500
bus_only
1,256
209
451
44
407
539.8
1,642.2
1,102.3
0
0
1
0
0
0
566
0.1
1001_425
8
10
248
0
0
533
0
0
1,500
bus_only
1,250
248
469
44
425
561.5
1,934.9
1,373.4
0
0
1
0
0
0
566
0.1
1001_425
9
10
253
0
0
556
0
0
1,500
bus_only
1,335
253
526
108
418
630.6
1,596.2
965.5
0
0
1
0
0
0
566
0.1
1001_427
0
8
281
0
0
113
0
0
1,500
bus_only
508
281
114
30
84
135.1
1,435.2
1,300.1
0
0
1
0
0
0
357
0
1001_427
1
8
256
0
0
46
0
0
1,500
bus_only
559
256
257
30
227
307.3
1,313.1
1,005.8
0
0
1
0
0
0
357
0
1001_427
2
8
293
0
0
227
0
0
1,500
bus_only
677
293
157
30
127
187.3
1,351.7
1,164.3
0
0
1
0
0
0
357
0
1001_427
3
8
377
0
0
234
0
0
1,500
bus_only
798
377
187
30
157
223.1
1,458.4
1,235.3
0
0
1
0
0
0
357
0
1001_427
4
8
315
0
0
46
0
0
1,500
bus_only
719
315
358
30
328
428.9
1,922.7
1,493.8
0
0
1
0
0
0
357
0
1001_427
5
8
0
150
0
400
0
0
1,550
train_only
1,053
150
503
44
459
602.3
2,256.9
0
1,654.6
0
0
1
0
357
357
1
1001_427
6
8
418
0
0
234
0
0
1,500
bus_only
1,206
418
554
30
524
663.9
2,340.3
1,676.4
0
0
1
0
0
0
357
0
1001_427
7
8
353
0
0
106
0
0
1,500
bus_only
1,063
353
604
30
574
722.7
2,510.8
1,788
0
0
1
0
0
0
357
0