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
9947_9034956
4
8
413
0
0
312
0
1
1,500
bus_only
1,210
413
485
1
484
580
4,044.6
3,464.6
0
0
1
0
0
0
104
0
9947_9034956
5
8
354
0
0
138
0
0
1,500
bus_only
1,267
354
775
291
484
928.2
4,134.2
3,206.1
0
0
1
0
0
0
104
0
9947_9034956
6
8
1,999
0
0
312
0
1
1,500
bus_only
3,314
1,999
1,003
1
1,002
1,201.9
14,767.1
13,565.2
0
0
1
0
0
0
104
0
9947_9034956
7
8
1,993
0
0
576
0
0
1,500
bus_only
3,841
1,993
1,272
270
1,002
1,524.3
15,161.2
13,636.9
0
0
1
0
0
0
104
0
9947_9034958
0
4
466
0
0
365
0
0
1,500
bus_only
833
466
2
1
1
0.6
3,465.2
3,464.6
0
0
1
0
0
57
60
0.966102
9947_9034958
1
4
463
0
0
93
0
1
1,500
bus_only
558
463
2
1
1
0.6
3,465.2
3,464.6
0
0
1
0
0
2
60
0.033898
9947_9034958
2
4
534
0
0
425
0
0
1,500
bus_only
1,465
534
506
1
505
606.1
4,523
3,916.9
0
0
1
0
0
0
60
0
9947_9034958
3
4
531
0
0
153
0
1
1,500
bus_only
1,190
531
506
1
505
606.1
4,523
3,916.9
0
0
1
0
0
0
60
0
9947_9036732
0
9
242
0
0
152
0
0
1,500
bus_only
396
242
2
1
1
1.3
1,638.4
1,637
0
0
1
0
0
47
47
1
9947_9036732
1
9
257
0
0
265
0
1
1,500
bus_only
701
257
179
1
178
213.7
2,009
1,795.3
0
0
1
0
0
0
47
0
9947_9036732
2
9
320
0
0
600
0
0
1,500
bus_only
1,098
320
178
1
177
212.5
2,009.6
1,797.1
0
0
1
0
0
0
47
0
9947_9036732
3
9
312
0
0
218
0
1
1,500
bus_only
708
312
178
1
177
212.5
2,009.6
1,797.1
0
0
1
0
0
0
47
0
9947_9036732
4
9
225
0
0
600
0
0
1,500
bus_only
1,128
225
303
1
302
362.8
1,734.5
1,371.7
0
0
1
0
0
0
47
0
9947_9036732
5
9
217
0
0
218
0
1
1,500
bus_only
738
217
303
1
302
362.8
1,734.5
1,371.7
0
0
1
0
0
0
47
0
9947_9036732
6
9
353
0
0
660
0
0
1,500
bus_only
1,442
353
429
1
428
511.9
2,554.6
2,042.7
0
0
1
0
0
0
47
0
9947_9036732
7
9
475
0
0
818
0
0
1,500
bus_only
1,788
475
495
1
494
592.3
1,992.4
1,400.1
0
0
1
0
0
0
47
0
9947_9036732
8
9
407
0
0
818
0
0
1,500
bus_only
1,762
407
537
1
536
643.6
1,806.7
1,163.1
0
0
1
0
0
0
47
0
9947_9312
0
3
557
0
0
149
0
0
1,500
bus_only
718
557
12
1
11
13.6
3,781
3,767.4
0
0
1
0
0
102
104
0.980769
9947_9312
1
3
596
0
0
149
0
0
1,500
bus_only
1,075
596
330
1
329
394.8
4,446
4,051.2
0
0
1
0
0
0
104
0
9947_9312
2
3
696
0
0
806
0
1
1,500
bus_only
1,906
696
404
1
403
482.9
4,442.6
3,959.7
0
0
1
0
0
2
104
0.019231
9947_9485
0
5
653
0
0
209
0
1
1,500
bus_only
866
653
4
1
3
3.3
3,676.5
3,673.3
0
0
1
0
0
15
15
1
9947_9485
1
5
668
0
0
1,237
0
0
1,500
bus_only
1,994
668
89
1
88
104.2
4,964
4,859.8
0
0
1
0
0
0
15
0
9947_9485
2
5
220
150
0
529
66
1
1,550
bus+train
1,498
370
599
1
532
717.2
3,430.1
981.3
1,731.7
0
1
1
0
0
15
0
9947_9485
3
5
457
0
0
504
186
2
1,500
bus_only
1,622
457
661
1
474
790.5
4,244.6
3,454.1
0
0
1
0
0
0
15
0
9947_9485
4
5
505
0
0
355
279
1
1,500
bus_only
1,614
505
754
1
474
902.9
4,798
3,895.1
0
0
1
0
0
0
15
0
9947_9542
0
9
262
0
0
717
0
0
1,500
bus_only
990
262
11
1
10
11.5
1,979.6
1,968.1
0
0
1
0
0
60
61
0.983607
9947_9542
1
9
0
210
0
214
0
0
1,550
train_only
808
210
384
262
122
460.1
2,274.6
0
1,814.5
0
0
1
0
0
61
0
9947_9542
2
9
196
0
0
777
0
0
1,500
bus_only
1,368
196
395
1
394
471.8
2,037.3
1,565.5
0
0
1
0
0
0
61
0
9947_9542
3
9
239
0
0
1,142
0
1
1,500
bus_only
1,571
239
190
1
189
226.6
2,319.4
2,092.8
0
0
1
0
0
0
61
0
9947_9542
4
9
284
0
0
1,100
0
1
1,500
bus_only
1,652
284
268
1
267
320.2
2,523.3
2,203
0
0
1
0
0
1
61
0.016393
9947_9542
5
9
416
0
0
409
23
1
1,500
bus_only
1,243
416
418
1
394
499.1
3,062.8
2,563.6
0
0
1
0
0
0
61
0
9947_9542
6
9
203
0
0
309
0
0
1,500
bus_only
1,031
203
519
330
189
621
2,421.4
1,800.4
0
0
1
0
0
0
61
0
9947_9542
7
9
312
0
0
777
0
0
1,500
bus_only
1,540
312
451
1
450
540.2
2,935.4
2,395.3
0
0
1
0
0
0
61
0
9947_9542
8
9
150
0
0
369
0
0
1,500
bus_only
1,243
150
724
330
394
866.2
2,139.3
1,273.1
0
0
1
0
0
0
61
0
9947_9595
0
5
396
0
0
163
0
0
1,500
bus_only
613
396
54
1
53
63.1
3,181.8
3,118.7
0
0
1
0
0
7
14
0.5
9947_9595
1
5
307
0
0
152
0
1
1,500
bus_only
504
307
45
1
44
52.9
3,149.4
3,096.4
0
0
1
0
0
0
14
0
9947_9595
2
5
310
0
0
103
0
0
1,500
bus_only
798
310
385
1
384
460
2,731.5
2,271.6
0
0
1
0
0
7
14
0.5
9947_9595
3
5
282
0
0
152
0
1
1,500
bus_only
821
282
387
1
386
462.9
3,199.2
2,736.3
0
0
1
0
0
0
14
0
9947_9595
4
5
338
0
0
552
0
0
1,500
bus_only
1,277
338
387
1
386
462.9
3,228.8
2,765.9
0
0
1
0
0
0
14
0
9947_9612
0
7
385
0
0
463
0
0
1,500
bus_only
857
385
9
1
8
9.7
3,135.8
3,126.1
0
0
1
0
0
24
24
1
9947_9612
1
7
333
0
0
231
0
1
1,500
bus_only
618
333
54
1
53
63.6
2,517
2,453.4
0
0
1
0
0
0
24
0
9947_9612
2
7
306
0
0
132
0
0
1,500
bus_only
716
306
278
1
277
332.1
2,603.7
2,271.6
0
0
1
0
0
0
24
0
9947_9612
3
7
356
0
0
463
0
0
1,500
bus_only
1,232
356
413
1
412
494.4
3,260.3
2,765.9
0
0
1
0
0
0
24
0
9947_9612
4
7
519
0
0
133
0
1
1,500
bus_only
1,110
519
458
1
457
547.7
2,524.7
1,977
0
0
1
0
0
0
24
0
9947_9612
5
7
273
0
0
291
0
1
1,500
bus_only
1,053
273
489
1
488
584.3
2,568.7
1,984.4
0
0
1
0
0
0
24
0
9947_9612
6
7
1,131
0
0
284
0
0
1,500
bus_only
1,873
1,131
458
1
457
547.7
3,473.8
2,926.1
0
0
1
0
0
0
24
0
9947_9646
0
6
202
0
0
249
0
0
1,500
bus_only
458
202
7
1
6
7.3
1,572.8
1,565.5
0
0
1
0
0
78
79
0.987342
9947_9646
1
6
0
110
0
227
0
0
1,550
train_only
819
110
482
262
220
578
1,699
0
1,121
0
0
1
0
0
79
0
9947_9646
2
6
148
0
0
309
0
0
1,500
bus_only
869
148
412
1
411
492.2
1,635.2
1,143
0
0
1
0
0
0
79
0
9947_9646
3
6
215
0
0
398
0
1
1,500
bus_only
931
215
318
1
317
380.2
1,889.9
1,509.8
0
0
1
0
0
1
79
0.012658
9947_9646
4
6
264
0
0
309
0
0
1,500
bus_only
1,006
264
433
1
432
517.8
2,485.9
1,968.1
0
0
1
0
0
0
79
0
9947_9646
5
6
177
0
0
107
0
0
1,500
bus_only
931
177
647
330
317
774.6
1,992
1,217.4
0
0
1
0
0
0
79
0
9947_9667
0
4
370
0
0
229
0
1
1,500
bus_only
601
370
2
1
1
0.9
1,851.5
1,850.6
0
0
1
0
0
13
13
1
9947_9667
1
4
262
0
0
51
0
0
1,500
bus_only
644
262
331
330
1
395.3
1,953.5
1,558.2
0
0
1
0
0
0
13
0
9947_9667
2
4
278
0
0
229
0
1
1,500
bus_only
892
278
385
1
384
460.1
1,969.9
1,509.8
0
0
1
0
0
0
13
0
9947_9667
3
4
170
0
0
51
0
0
1,500
bus_only
935
170
714
330
384
854.5
2,071.9
1,217.4
0
0
1
0
0
0
13
0
9947_9671
0
2
428
0
0
184
0
0
1,500
bus_only
622
428
10
1
9
10.2
4,144.6
4,134.3
0
0
1
0
0
45
46
1
9947_9671
1
2
458
0
0
184
0
0
1,500
bus_only
1,027
458
385
1
384
460.2
4,941.8
4,481.6
0
0
1
0
0
0
46
0
9947_9751
0
11
157
0
0
429
0
0
1,500
bus_only
598
157
12
1
11
12.5
1,155.5
1,143
0
0
1
0
0
154
158
0.974684
9947_9751
1
11
230
0
0
184
90
1
1,500
bus_only
516
230
102
1
11
120.4
1,643.3
1,522.8
0
0
1
0
0
2
158
0.012658
9947_9751
2
11
106
0
0
69
0
0
1,500
bus_only
516
106
341
330
11
406.9
1,257.5
850.6
0
0
1
0
0
0
158
0
9947_9751
3
11
219
0
0
682
0
1
1,500
bus_only
1,302
219
401
1
400
479.3
1,989.1
1,509.8
0
0
1
0
0
2
158
0.012658
9947_9751
4
11
211
0
0
489
0
0
1,500
bus_only
1,121
211
421
1
420
503.1
2,068.6
1,565.5
0
0
1
0
0
0
158
0
9947_9751
5
11
0
110
0
241
0
0
1,550
train_only
855
110
504
262
242
602.7
1,723.7
0
1,121
0
0
1
0
0
158
0
9947_9751
6
11
257
0
0
232
0
0
1,500
bus_only
1,042
257
553
276
277
662.1
1,346.8
684.7
0
0
1
0
0
0
158
0
9947_9751
7
11
251
0
0
164
0
0
1,500
bus_only
1,145
251
730
330
400
873.7
2,091.1
1,217.4
0
0
1
0
0
0
158
0
9947_9751
8
11
160
0
0
129
0
0
1,500
bus_only
1,077
160
788
330
458
942.7
2,215.8
1,273.1
0
0
1
0
0
0
158
0
9947_9751
9
11
564
0
0
232
0
0
1,500
bus_only
1,539
564
743
276
467
890.1
2,070.6
1,180.5
0
0
1
0
0
0
158
0
9947_9751
10
11
170
0
0
232
0
0
1,500
bus_only
1,194
170
792
276
516
948.8
1,419.2
470.4
0
0
1
0
0
0
158
0
9947_9761
0
3
553
0
0
254
0
0
1,500
bus_only
819
553
12
1
11
13.4
5,132.5
5,119
0
0
1
0
0
25
25
1
9947_9761
1
3
508
0
0
254
0
0
1,500
bus_only
1,140
508
378
1
377
452.4
5,237.6
4,785.1
0
0
1
0
0
0
25
0
9947_9761
2
3
588
0
0
314
0
0
1,500
bus_only
1,237
588
335
1
334
400.4
5,822.2
5,421.8
0
0
1
0
0
0
25
0
9947_9865
0
11
87
0
0
465
0
0
1,500
bus_only
562
87
10
1
9
11.1
612.8
601.7
0
0
1
0
0
95
98
0.969388
9947_9865
1
11
161
0
0
205
90
1
1,500
bus_only
466
161
100
1
9
119.1
1,100.5
981.5
0
0
1
0
0
3
98
0.030612
9947_9865
2
11
41
0
0
86
0
0
1,500
bus_only
466
41
339
330
9
405.5
714.8
309.3
0
0
1
0
0
0
98
0
9947_9865
3
11
36
0
0
525
0
0
1,500
bus_only
886
36
325
1
324
387.8
680.2
292.4
0
0
1
0
0
0
98
0
9947_9865
4
11
170
0
0
164
0
0
1,500
bus_only
737
170
403
276
127
481.5
951.9
470.4
0
0
1
0
0
0
98
0
9947_9865
5
11
145
0
0
321
23
1
1,500
bus_only
861
145
395
1
371
470.8
1,002.7
531.9
0
0
1
0
0
0
98
0
9947_9865
6
11
85
0
0
164
0
0
1,500
bus_only
723
85
474
276
198
567.1
795.1
228
0
0
1
0
0
0
98
0
9947_9865
7
11
110
0
0
265
90
1
1,500
bus_only
790
110
415
1
324
495.8
1,168
672.2
0
0
1
0
0
0
98
0
9947_9865
8
11
257
0
0
224
0
0
1,500
bus_only
1,085
257
604
276
328
722.5
1,407.2
684.7
0
0
1
0
0
0
98
0
9947_9865
9
11
330
0
0
642
0
0
1,500
bus_only
1,708
330
736
270
466
881.6
1,492.2
610.6
0
0
1
0
0
0
98
0
9947_9865
10
11
64
0
0
413
0
0
1,500
bus_only
1,312
64
835
296
539
1,000.6
1,335.7
335
0
0
1
0
0
0
98
0
9947_9929
0
13
155
0
0
42
0
0
1,500
bus_only
199
155
2
1
1
1
617.4
616.3
0
0
1
0
0
126
154
0.818182
9947_9929
1
13
65
0
0
42
0
0
1,500
bus_only
511
65
404
1
403
483.1
741.6
258.5
0
0
1
0
0
0
154
0
9947_9929
2
13
199
0
0
102
0
0
1,500
bus_only
681
199
380
1
379
453.9
1,431.4
977.5
0
0
1
0
0
0
154
0
9947_9929
3
13
193
0
0
484
0
0
1,500
bus_only
1,089
193
412
1
411
493.4
1,474.7
981.3
0
0
1
0
0
28
154
0.181818
9947_9929
4
13
190
0
0
185
0
1
1,500
bus_only
787
190
412
1
411
493.4
1,474.7
981.3
0
0
1
0
0
0
154
0
9947_9929
5
13
673
0
0
141
0
0
1,500
bus_only
1,275
673
461
36
425
551.7
2,210.1
1,658.4
0
0
1
0
0
0
154
0
9947_9929
6
13
475
0
0
201
0
0
1,500
bus_only
1,166
475
490
36
454
586.2
1,711.2
1,125
0
0
1
0
0
0
154
0
9947_9929
7
13
539
0
0
201
0
0
1,500
bus_only
1,235
539
495
36
459
592.1
1,954.1
1,362
0
0
1
0
0
0
154
0
9947_9929
8
13
154
0
0
756
0
0
1,500
bus_only
1,364
154
454
1
453
542.9
952.9
410
0
0
1
0
0
0
154
0
9947_9929
9
13
110
0
0
756
0
0
1,500
bus_only
1,337
110
471
1
470
563.8
859.1
295.3
0
0
1
0
0
0
154
0
9947_9929
10
13
69
0
0
756
0
0
1,500
bus_only
1,360
69
535
1
534
641
774.4
133.4
0
0
1
0
0
0
154
0
9947_9929
11
13
487
0
0
245
0
1
1,500
bus_only
1,254
487
522
1
521
624.3
3,134.3
2,510.1
0
0
1
0
0
0
154
0
9947_9929
12
13
125
0
0
60
0
0
1,500
bus_only
887
125
702
291
411
841.6
1,564.4
722.8
0
0
1
0
0
0
154
0
9947_9950
0
10
196
0
0
280
0
0
1,500
bus_only
478
196
2
1
1
1.2
982.5
981.3
0
0
1
0
0
175
265
0.660377
9947_9950
1
10
192
0
0
273
0
1
1,500
bus_only
467
192
2
1
1
1.2
982.5
981.3
0
0
1
0
0
3
265
0.011321
9947_9950
2
10
125
0
0
50
0
0
1,500
bus_only
467
125
292
291
1
349.4
1,072.2
722.8
0
0
1
0
0
0
265
0
9947_9950
3
10
467
0
0
415
0
0
1,500
bus_only
1,166
467
284
1
283
339.7
1,739.8
1,400.1
0
0
1
0
0
0
265
0