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
9974_8502692
0
10
931
0
0
413
38
1
1,500
bus_only
1,452
931
108
1
69
126.2
7,084.3
6,958.1
0
0
1
0
0
0
13
0
9974_8502692
1
10
693
0
0
400
0
2
1,500
bus_only
1,356
693
263
1
262
313.7
6,088.8
5,775.1
0
0
1
0
0
7
13
0.538462
9974_8502692
2
10
924
0
0
422
38
1
1,500
bus_only
1,545
924
199
1
160
236.5
7,240.2
7,003.7
0
0
1
0
0
0
13
0
9974_8502692
3
10
704
0
0
420
0
1
1,500
bus_only
1,387
704
263
1
262
313.7
6,088.8
5,775.1
0
0
1
0
0
6
13
0.461538
9974_8502692
4
10
992
0
0
353
38
1
1,500
bus_only
1,707
992
362
1
323
432.5
7,627.2
7,194.7
0
0
1
0
0
0
13
0
9974_8502692
5
10
1,245
0
0
446
71
1
1,500
bus_only
2,039
1,245
348
1
276
414.3
7,351.3
6,937
0
0
1
0
0
0
13
0
9974_8502692
6
10
945
0
0
405
38
1
1,500
bus_only
1,755
945
405
1
366
483.1
7,664.1
7,181
0
0
1
0
0
0
13
0
9974_8502692
7
10
1,137
0
0
446
71
1
1,500
bus_only
1,981
1,137
398
1
326
474.4
7,168.6
6,694.2
0
0
1
0
0
0
13
0
9974_8502692
8
10
782
0
0
512
0
1
1,500
bus_only
1,721
782
427
1
426
509.6
5,768.4
5,258.8
0
0
1
0
0
0
13
0
9974_8502692
9
10
887
0
0
405
38
1
1,500
bus_only
1,764
887
472
1
433
563.6
7,481.5
6,917.9
0
0
1
0
0
0
13
0
9974_9001089
0
9
202
0
0
359
0
0
1,500
bus_only
563
202
2
1
1
0.6
1,430.7
1,430.1
0
0
1
0
0
70
70
1
9974_9001089
1
9
139
0
0
407
0
1
1,500
bus_only
804
139
258
1
257
307.8
1,662.9
1,355
0
0
1
0
0
0
70
0
9974_9001089
2
9
329
0
0
359
0
0
1,500
bus_only
935
329
247
1
246
295.2
1,943.6
1,648.3
0
0
1
0
0
0
70
0
9974_9001089
3
9
216
0
0
583
0
1
1,500
bus_only
1,296
216
497
1
496
594.8
1,620.3
1,025.5
0
0
1
0
0
0
70
0
9974_9001089
4
9
68
0
0
42
0
0
1,500
bus_only
804
68
694
437
257
831
1,723.9
892.8
0
0
1
0
0
0
70
0
9974_9001089
5
9
222
0
0
467
0
1
1,500
bus_only
1,252
222
563
1
562
674.6
2,450.2
1,775.6
0
0
1
0
0
0
70
0
9974_9001089
6
9
181
0
0
432
0
0
1,500
bus_only
1,296
181
683
187
496
818.5
1,677.7
859.3
0
0
1
0
0
0
70
0
9974_9001089
7
9
298
0
0
492
0
0
1,500
bus_only
1,539
298
749
187
562
898.3
2,511.6
1,613.3
0
0
1
0
0
0
70
0
9974_9001089
8
9
151
0
0
102
0
0
1,500
bus_only
1,252
151
999
437
562
1,197.8
2,511.2
1,313.4
0
0
1
0
0
0
70
0
9974_9001091
0
7
344
0
0
175
0
0
1,500
bus_only
524
344
5
1
4
4.9
2,012.1
2,007.2
0
0
1
0
0
41
42
0.97619
9974_9001091
1
7
315
0
0
297
0
1
1,500
bus_only
792
315
180
1
179
214.4
2,269.1
2,054.7
0
0
1
0
0
1
42
0.02381
9974_9001091
2
7
421
0
0
175
0
0
1,500
bus_only
855
421
259
1
258
309.3
2,547.1
2,237.9
0
0
1
0
0
0
42
0
9974_9001091
3
7
373
0
0
337
0
1
1,500
bus_only
877
373
167
1
166
198.5
2,197.9
1,999.4
0
0
1
0
0
0
42
0
9974_9001091
4
7
422
0
0
337
0
1
1,500
bus_only
1,045
422
286
1
285
342.3
2,472.1
2,129.8
0
0
1
0
0
0
42
0
9974_9001091
5
7
313
0
0
175
0
0
1,500
bus_only
896
313
408
1
407
488.2
2,136.5
1,648.3
0
0
1
0
0
0
42
0
9974_9001091
6
7
502
0
0
337
0
1
1,500
bus_only
1,388
502
549
1
548
657.3
3,036.3
2,379
0
0
1
0
0
0
42
0
9974_9001092
0
12
370
0
0
388
12
1
1,500
bus_only
957
370
199
187
0
238
2,319.3
2,081.3
0
0
1
0
0
0
39
0.083333
9974_9001092
1
12
339
0
0
181
0
0
1,500
bus_only
957
339
437
437
0
523.6
2,299.2
1,775.6
0
0
1
0
0
0
39
0.083333
9974_9001092
2
12
265
0
0
181
0
0
1,500
bus_only
1,143
265
697
437
260
834.9
2,379.9
1,545
0
0
1
0
0
0
39
0.083333
9974_9001092
3
12
296
0
0
388
12
1
1,500
bus_only
1,143
296
459
187
260
549.3
2,400
1,850.6
0
0
1
0
0
0
39
0.083333
9974_9001092
4
12
300
0
0
243
12
1
1,500
bus_only
1,044
300
501
187
302
598.6
2,496.7
1,898.1
0
0
1
0
0
0
39
0.083333
9974_9001092
5
12
359
0
0
361
12
1
1,500
bus_only
1,228
359
508
187
309
608.7
2,451.5
1,842.8
0
0
1
0
0
0
39
0.083333
9974_9001092
6
12
328
0
0
154
0
0
1,500
bus_only
1,228
328
746
437
309
894.3
2,431.4
1,537.1
0
0
1
0
0
0
39
0.083333
9974_9001092
7
12
380
0
0
154
0
0
1,500
bus_only
1,279
380
745
437
308
892.2
2,559.7
1,667.6
0
0
1
0
0
0
39
0.083333
9974_9001092
8
12
261
0
0
242
0
0
1,500
bus_only
1,278
261
775
437
338
928.2
2,520.7
1,592.5
0
0
1
0
0
0
39
0.083333
9974_9001092
9
12
460
0
0
154
0
0
1,500
bus_only
1,501
460
887
437
450
1,062.9
2,979.6
1,916.8
0
0
1
0
0
0
39
0.083333
9974_9001092
10
12
417
0
0
616
0
0
1,500
bus_only
1,929
417
896
437
459
1,073.1
3,301.2
2,228.1
0
0
1
0
0
0
39
0.083333
9974_9001092
11
12
401
0
0
241
0
0
1,500
bus_only
1,611
401
969
437
532
1,160.6
3,416.9
2,256.3
0
0
1
0
0
0
39
0.083333
9974_9001093
0
13
456
0
0
480
0
0
1,500
bus_only
938
456
2
1
1
1
2,691.3
2,690.3
0
0
1
0
0
51
51
1
9974_9001093
1
13
465
0
0
279
0
1
1,500
bus_only
932
465
188
187
1
224.7
2,784.7
2,560
0
0
1
0
0
0
51
0
9974_9001093
2
13
390
0
0
540
0
0
1,500
bus_only
1,382
390
452
1
451
540.7
2,778.5
2,237.9
0
0
1
0
0
0
51
0
9974_9001093
3
13
438
0
0
658
0
1
1,500
bus_only
1,394
438
298
1
297
355.2
3,073.8
2,718.5
0
0
1
0
0
0
51
0
9974_9001093
4
13
573
0
0
540
0
0
1,500
bus_only
1,565
573
452
1
451
540.2
3,681
3,140.9
0
0
1
0
0
0
51
0
9974_9001093
5
13
526
0
0
721
0
1
1,500
bus_only
1,642
526
395
1
394
472.4
3,069.6
2,597.2
0
0
1
0
0
0
51
0
9974_9001093
6
13
497
0
0
721
0
1
1,500
bus_only
1,624
497
406
1
405
485.5
2,864.5
2,379
0
0
1
0
0
0
51
0
9974_9001093
7
13
466
0
0
658
0
1
1,500
bus_only
1,671
466
547
1
546
654.5
3,707.3
3,052.8
0
0
1
0
0
0
51
0
9974_9001093
8
13
399
0
0
339
0
1
1,500
bus_only
1,376
399
638
187
451
764.4
2,872
2,107.6
0
0
1
0
0
0
51
0
9974_9001093
9
13
373
0
0
287
0
0
1,500
bus_only
1,394
373
734
437
297
878.5
3,134.7
2,256.3
0
0
1
0
0
0
51
0
9974_9001093
10
13
461
0
0
350
0
0
1,500
bus_only
1,642
461
831
437
394
995.6
3,130.6
2,135
0
0
1
0
0
0
51
0
9974_9001093
11
13
432
0
0
350
0
0
1,500
bus_only
1,624
432
842
437
405
1,008.7
2,925.5
1,916.8
0
0
1
0
0
0
51
0
9974_9001093
12
13
401
0
0
287
0
0
1,500
bus_only
1,671
401
983
437
546
1,177.7
3,768.2
2,590.6
0
0
1
0
0
0
51
0
9974_9001094
0
5
637
0
0
48
0
0
1,500
bus_only
692
637
7
1
6
7.3
3,148.2
3,140.9
0
0
1
0
0
44
44
1
9974_9001094
1
5
504
0
0
108
0
0
1,500
bus_only
1,043
504
431
1
430
515.2
3,205.5
2,690.3
0
0
1
0
0
0
44
0
9974_9001094
2
5
683
0
0
108
0
0
1,500
bus_only
1,188
683
397
1
396
474.3
3,971.1
3,496.8
0
0
1
0
0
0
44
0
9974_9001094
3
5
587
0
0
163
0
1
1,500
bus_only
1,211
587
461
1
460
550.8
3,420.8
2,870
0
0
1
0
0
0
44
0
9974_9001094
4
5
563
0
0
119
0
0
1,500
bus_only
1,159
563
477
1
476
571.2
4,518.6
3,947.4
0
0
1
0
0
0
44
0
9974_9001982
0
3
1,235
0
0
164
0
0
1,500
bus_only
1,407
1,235
8
1
7
7.6
6,873.3
6,865.7
0
0
1
0
0
34
34
1
9974_9001982
1
3
1,146
0
0
164
0
0
1,500
bus_only
1,604
1,146
294
1
293
351.9
6,955.3
6,603.4
0
0
1
0
0
0
34
0
9974_9001982
2
3
1,272
0
0
224
0
0
1,500
bus_only
1,900
1,272
404
1
403
483.3
7,749.4
7,266.1
0
0
1
0
0
0
34
0
9974_9001984
0
3
1,117
0
0
110
0
0
1,500
bus_only
1,229
1,117
2
1
1
0.6
6,604
6,603.4
0
0
1
0
0
20
20
1
9974_9001984
1
3
1,018
0
0
110
0
0
1,500
bus_only
1,494
1,018
366
1
365
437.2
6,717.1
6,279.9
0
0
1
0
0
0
20
0
9974_9001984
2
3
1,206
0
0
170
0
0
1,500
bus_only
1,645
1,206
269
1
268
320.4
7,186.1
6,865.7
0
0
1
0
0
0
20
0
9974_9001986
0
3
853
0
0
219
0
0
1,500
bus_only
1,079
853
7
1
6
6.8
6,286.8
6,279.9
0
0
1
0
0
21
21
1
9974_9001986
1
3
814
0
0
219
0
0
1,500
bus_only
1,320
814
287
1
286
343.3
6,367.3
6,024
0
0
1
0
0
0
21
0
9974_9001986
2
3
946
0
0
279
0
0
1,500
bus_only
1,553
946
328
1
327
391.4
6,994.7
6,603.4
0
0
1
0
0
0
21
0
9974_9001992
0
8
878
0
0
167
0
0
1,500
bus_only
1,052
878
7
1
6
6.5
5,259.2
5,252.7
0
0
1
0
0
23
23
1
9974_9001992
1
8
767
0
0
250
0
1
1,500
bus_only
1,236
767
219
1
218
261.4
5,339.3
5,077.9
0
0
1
0
0
0
23
0
9974_9001992
2
8
940
0
0
229
0
0
1,500
bus_only
1,377
940
208
1
207
247.8
6,052.1
5,804.3
0
0
1
0
0
0
23
0
9974_9001992
3
8
945
0
0
167
0
0
1,500
bus_only
1,370
945
258
1
257
308.5
5,785.1
5,476.6
0
0
1
0
0
0
23
0
9974_9001992
4
8
852
0
0
227
0
0
1,500
bus_only
1,345
852
266
1
265
317.8
5,294
4,976.2
0
0
1
0
0
0
23
0
9974_9001992
5
8
902
0
0
327
0
1
1,500
bus_only
1,526
902
297
1
296
353.7
5,750.5
5,396.8
0
0
1
0
0
0
23
0
9974_9001992
6
8
860
0
0
229
0
0
1,500
bus_only
1,467
860
378
1
377
451.5
5,739.9
5,288.4
0
0
1
0
0
0
23
0
9974_9001992
7
8
888
0
0
602
0
1
1,500
bus_only
1,812
888
322
1
321
385.4
5,084.4
4,699
0
0
1
0
0
0
23
0
9974_9003182
0
8
940
0
0
666
0
0
1,500
bus_only
1,613
940
7
1
6
6.8
5,483.4
5,476.6
0
0
1
0
0
31
31
1
9974_9003182
1
8
927
0
0
346
0
0
1,500
bus_only
1,647
927
374
1
373
447.9
6,252.2
5,804.3
0
0
1
0
0
0
31
0
9974_9003182
2
8
876
0
0
726
0
0
1,500
bus_only
1,850
876
248
1
247
295.5
5,548.2
5,252.7
0
0
1
0
0
0
31
0
9974_9003182
3
8
963
0
0
666
0
0
1,500
bus_only
1,973
963
344
1
343
411.2
6,188
5,776.7
0
0
1
0
0
0
31
0
9974_9003182
4
8
970
0
0
406
0
0
1,500
bus_only
1,893
970
517
1
516
617.7
6,832.8
6,215.1
0
0
1
0
0
0
31
0
9974_9003182
5
8
1,002
0
0
525
42
1
1,500
bus_only
1,978
1,002
451
1
408
538.7
6,885.8
6,347
0
0
1
0
0
0
31
0
9974_9003182
6
8
757
0
0
809
0
1
1,500
bus_only
2,031
757
465
1
464
556.9
5,634.8
5,077.9
0
0
1
0
0
0
31
0
9974_9003182
7
8
852
0
0
726
0
0
1,500
bus_only
2,114
852
536
1
535
641.5
5,617.7
4,976.2
0
0
1
0
0
0
31
0
9974_9003183
0
3
906
0
0
132
0
0
1,500
bus_only
1,045
906
7
1
6
7
6,031
6,024
0
0
1
0
0
39
39
1
9974_9003183
1
3
865
0
0
132
0
0
1,500
bus_only
1,275
865
278
1
277
331.6
6,108.4
5,776.7
0
0
1
0
0
0
39
0
9974_9003183
2
3
953
0
0
192
0
0
1,500
bus_only
1,415
953
270
1
269
322
6,602
6,279.9
0
0
1
0
0
0
39
0
9974_9004938
0
7
823
0
0
502
0
0
1,500
bus_only
1,332
823
7
1
6
6.1
4,982.3
4,976.2
0
0
1
0
0
116
117
0.991453
9974_9004938
1
7
925
0
0
412
0
0
1,500
bus_only
1,563
925
226
1
225
270.2
6,074.5
5,804.3
0
0
1
0
0
0
117
0
9974_9004938
2
7
849
0
0
502
0
0
1,500
bus_only
1,631
849
280
1
279
333.5
5,586.2
5,252.7
0
0
1
0
0
0
117
0
9974_9004938
3
7
870
0
0
521
0
1
1,500
bus_only
1,611
870
220
1
219
262.3
4,961.3
4,699
0
0
1
0
0
0
117
0
9974_9004938
4
7
845
0
0
472
0
0
1,500
bus_only
1,784
845
467
1
466
559
5,847.4
5,288.4
0
0
1
0
0
1
117
0.008547
9974_9004938
5
7
657
0
0
472
0
0
1,500
bus_only
1,693
657
564
1
563
674.4
4,941.6
4,267.2
0
0
1
0
0
0
117
0
9974_9004938
6
7
896
0
0
61
0
0
1,500
bus_only
1,611
896
654
435
219
783.8
5,557.8
4,774
0
0
1
0
0
0
117
0
9974_9006073
0
10
481
0
0
218
0
1
1,500
bus_only
705
481
6
1
5
6.1
3,201.2
3,195.1
0
0
1
0
0
13
13
1
9974_9006073
1
10
433
0
0
218
0
1
1,500
bus_only
1,041
433
390
1
389
466.8
3,318.7
2,851.8
0
0
1
0
0
0
13
0
9974_9006073
2
10
1,290
0
0
513
0
0
1,500
bus_only
2,116
1,290
313
187
126
375
7,878.8
7,503.8
0
0
1
0
0
0
13
0
9974_9006073
3
10
543
0
0
218
0
1
1,500
bus_only
1,183
543
422
1
421
504.7
4,075
3,570.3
0
0
1
0
0
0
13
0
9974_9006073
4
10
415
0
0
526
0
0
1,500
bus_only
1,383
415
442
437
5
529.4
3,262.2
2,732.8
0
0
1
0
0
0
13
0
9974_9006073
5
10
1,271
0
0
668
0
1
1,500
bus_only
2,404
1,271
465
1
464
555.9
7,905.2
7,349.3
0
0
1
0
0
0
13
0
9974_9006073
6
10
1,355
0
0
453
0
0
1,500
bus_only
2,416
1,355
608
187
421
728.4
8,472.9
7,744.5
0
0
1
0
0
0
13
0
9974_9006073
7
10
1,240
0
0
513
0
0
1,500
bus_only
2,404
1,240
651
187
464
779.6
7,962.7
7,183.1
0
0
1
0
0
0
13
0
9974_9006073
8
10
367
0
0
586
0
0
1,500
bus_only
1,751
367
798
437
361
955.5
3,345.1
2,389.6
0
0
1
0
0
0
13
0