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_9006073
9
10
477
0
0
526
0
0
1,500
bus_only
1,861
477
858
437
421
1,027.9
4,136
3,108.1
0
0
1
0
0
0
13
0
9974_9006480
0
5
599
0
0
103
0
0
1,500
bus_only
704
599
2
1
1
1.1
3,898.6
3,897.5
0
0
1
0
0
77
77
1
9974_9006480
1
5
478
0
0
163
0
0
1,500
bus_only
1,117
478
476
1
475
570.1
3,990.8
3,420.7
0
0
1
0
0
0
77
0
9974_9006480
2
5
672
0
0
163
0
0
1,500
bus_only
1,235
672
400
1
399
478.9
4,746.1
4,267.2
0
0
1
0
0
0
77
0
9974_9006480
3
5
688
0
0
380
0
1
1,500
bus_only
1,290
688
222
1
221
265.5
3,990.8
3,725.3
0
0
1
0
0
0
77
0
9974_9006480
4
5
646
0
0
484
0
0
1,500
bus_only
1,573
646
443
1
442
529.5
4,390.4
3,860.9
0
0
1
0
0
0
77
0
9974_9006481
0
6
571
0
0
414
0
0
1,500
bus_only
987
571
2
1
1
0.5
4,267.8
4,267.2
0
0
1
0
0
98
98
1
9974_9006481
1
6
635
0
0
152
0
1
1,500
bus_only
806
635
19
1
18
21.8
4,319.9
4,298.1
0
0
1
0
0
0
98
0
9974_9006481
2
6
510
0
0
474
0
0
1,500
bus_only
1,398
510
414
1
413
495.4
4,392.9
3,897.5
0
0
1
0
0
0
98
0
9974_9006481
3
6
598
0
0
562
0
1
1,500
bus_only
1,410
598
250
1
249
298.6
4,796.7
4,498.1
0
0
1
0
0
0
98
0
9974_9006481
4
6
688
0
0
212
0
1
1,500
bus_only
1,343
688
443
1
442
529.5
5,228.5
4,699
0
0
1
0
0
0
98
0
9974_9006481
5
6
668
0
0
164
0
0
1,500
bus_only
1,362
668
530
1
529
634.2
5,610.4
4,976.2
0
0
1
0
0
0
98
0
9974_9034338
0
4
1,270
0
0
50
0
0
1,500
bus_only
1,322
1,270
2
1
1
1.2
7,292.1
7,290.9
0
0
1
0
0
15
15
1
9974_9034338
1
4
1,217
0
0
50
0
0
1,500
bus_only
1,567
1,217
300
1
299
359
7,384.8
7,025.8
0
0
1
0
0
0
15
0
9974_9034338
2
4
1,309
0
0
50
0
0
1,500
bus_only
1,569
1,309
210
1
209
250.7
7,727.6
7,476.9
0
0
1
0
0
0
15
0
9974_9034338
3
4
1,334
0
0
375
0
1
1,500
bus_only
1,873
1,334
164
1
163
195.1
8,395
8,199.9
0
0
1
0
0
0
15
0
9974_9036226
0
6
683
0
0
348
0
0
1,500
bus_only
1,036
683
5
1
4
5.1
3,501.9
3,496.8
0
0
1
0
0
16
16
1
9974_9036226
1
6
563
0
0
343
0
0
1,500
bus_only
1,003
563
97
1
96
115.4
4,062.8
3,947.4
0
0
1
0
0
0
16
0
9974_9036226
2
6
541
0
0
343
0
0
1,500
bus_only
1,213
541
329
1
328
392.8
4,048.8
3,656
0
0
1
0
0
0
16
0
9974_9036226
3
6
639
0
0
408
0
0
1,500
bus_only
1,407
639
360
1
359
429.7
3,570.6
3,140.9
0
0
1
0
0
0
16
0
9974_9036226
4
6
621
0
0
403
0
0
1,500
bus_only
1,407
621
383
1
382
457
4,682.2
4,225.2
0
0
1
0
0
0
16
0
9974_9036226
5
6
683
0
0
468
0
1
1,500
bus_only
1,581
683
430
1
429
514.4
4,388.5
3,874.1
0
0
1
0
0
0
16
0
9974_9036263
0
3
768
0
0
90
0
0
1,500
bus_only
867
768
9
1
8
9.3
5,786
5,776.7
0
0
1
0
0
24
25
1
9974_9036263
1
3
805
0
0
90
0
0
1,500
bus_only
1,168
805
273
1
272
326.7
6,350.7
6,024
0
0
1
0
0
0
25
0
9974_9036263
2
3
745
0
0
150
0
0
1,500
bus_only
1,216
745
321
1
320
384
5,860.6
5,476.6
0
0
1
0
0
0
25
0
9974_9036638
0
9
1,361
0
0
489
0
0
1,500
bus_only
1,852
1,361
2
1
1
0.8
7,477.7
7,476.9
0
0
1
0
0
14
14
1
9974_9036638
1
9
966
0
0
353
21
2
1,500
bus_only
1,528
966
209
187
1
249.5
7,792.1
7,542.6
0
0
1
0
0
0
14
0
9974_9036638
2
9
1,319
0
0
549
0
0
1,500
bus_only
2,079
1,319
211
1
210
251.5
7,542.4
7,290.9
0
0
1
0
0
0
14
0
9974_9036638
3
9
979
0
0
412
315
1
1,500
bus_only
1,708
979
317
1
1
378.5
7,482.9
7,104.4
0
0
1
0
0
0
14
0
9974_9036638
4
9
934
0
0
362
21
1
1,500
bus_only
1,660
934
364
187
156
435.5
7,792.1
7,356.6
0
0
1
0
0
0
14
0
9974_9036638
5
9
1,408
0
0
549
0
0
1,500
bus_only
2,362
1,408
405
1
404
484.2
8,323.3
7,839.1
0
0
1
0
0
0
14
0
9974_9036638
6
9
1,266
0
0
549
0
0
1,500
bus_only
2,379
1,266
564
1
563
674.5
7,700.3
7,025.8
0
0
1
0
0
0
14
0
9974_9036638
7
9
980
0
0
302
21
1
1,500
bus_only
1,881
980
599
187
391
717.9
8,607.8
7,889.9
0
0
1
0
0
0
14
0
9974_9036638
8
9
1,058
0
0
362
21
1
1,500
bus_only
2,180
1,058
760
187
552
910.5
8,978.7
8,068.2
0
0
1
0
0
0
14
0
9974_9350
0
13
727
0
0
385
0
0
1,500
bus_only
1,120
727
8
1
7
7.8
5,173.8
5,166
0
0
1
0
0
21
21
1
9974_9350
1
13
604
0
0
343
70
2
1,500
bus_only
1,111
604
164
1
93
195.5
4,169.9
3,974.4
0
0
1
0
0
0
21
0
9974_9350
2
13
890
0
0
400
0
0
1,500
bus_only
1,621
890
331
1
330
395
5,177.5
4,782.5
0
0
1
0
0
0
21
0
9974_9350
3
13
902
0
0
142
0
1
1,500
bus_only
1,130
902
86
1
85
101.3
5,389.9
5,288.5
0
0
1
0
0
0
21
0
9974_9350
4
13
818
0
0
202
0
1
1,500
bus_only
1,213
818
193
1
192
229.6
5,406.5
5,176.9
0
0
1
0
0
0
21
0
9974_9350
5
13
925
0
0
202
0
1
1,500
bus_only
1,459
925
332
1
331
396
5,940.9
5,544.9
0
0
1
0
0
0
21
0
9974_9350
6
13
917
0
0
227
0
1
1,500
bus_only
1,475
917
331
1
330
395
6,407.8
6,012.8
0
0
1
0
0
0
21
0
9974_9350
7
13
854
0
0
340
0
0
1,500
bus_only
1,621
854
427
1
426
511.4
4,949.8
4,438.5
0
0
1
0
0
0
21
0
9974_9350
8
13
882
0
0
167
0
1
1,500
bus_only
1,476
882
427
1
426
511.4
6,180.1
5,668.7
0
0
1
0
0
0
21
0
9974_9350
9
13
700
0
0
891
0
1
1,500
bus_only
1,933
700
342
1
341
408.6
4,644.1
4,235.5
0
0
1
0
0
0
21
0
9974_9350
10
13
786
0
0
202
0
1
1,500
bus_only
1,435
786
447
1
446
534.9
5,482
4,947.1
0
0
1
0
0
0
21
0
9974_9350
11
13
637
0
0
403
70
2
1,500
bus_only
1,443
637
403
1
332
481.6
4,698
4,216.3
0
0
1
0
0
0
21
0
9974_9350
12
13
847
0
0
891
0
1
1,500
bus_only
2,302
847
564
1
563
674.9
5,705.1
5,030.1
0
0
1
0
0
0
21
0
9974_9374
0
4
619
0
0
301
0
0
1,500
bus_only
989
619
69
1
68
80
4,305.2
4,225.2
0
0
1
0
0
7
21
0.333333
9974_9374
1
4
560
0
0
241
0
0
1,500
bus_only
1,116
560
315
1
314
377.1
4,324.6
3,947.4
0
0
1
0
0
0
21
0
9974_9374
2
4
665
0
0
301
0
0
1,500
bus_only
1,310
665
344
1
343
411.7
5,010
4,598.3
0
0
1
0
0
0
21
0
9974_9374
3
4
690
0
0
181
0
0
1,500
bus_only
1,267
690
396
1
395
473.8
3,970.6
3,496.8
0
0
1
0
0
14
21
0.666667
9974_9432
0
7
578
0
0
189
0
0
1,500
bus_only
772
578
5
1
4
4.1
3,951.5
3,947.4
0
0
1
0
0
20
27
0.740741
9974_9432
1
7
718
0
0
231
0
0
1,500
bus_only
1,041
718
92
1
91
108.4
3,605.2
3,496.8
0
0
1
0
0
7
27
0.259259
9974_9432
2
7
639
0
0
249
0
0
1,500
bus_only
1,198
639
310
1
309
370.2
4,595.4
4,225.2
0
0
1
0
0
0
27
0
9974_9432
3
7
557
0
0
189
0
0
1,500
bus_only
1,077
557
331
1
330
395.6
4,051.6
3,656
0
0
1
0
0
0
27
0
9974_9432
4
7
674
0
0
291
0
0
1,500
bus_only
1,400
674
435
1
434
519.2
3,660.1
3,140.9
0
0
1
0
0
0
27
0
9974_9432
5
7
687
0
0
249
0
0
1,500
bus_only
1,414
687
478
1
477
571.1
5,169.4
4,598.3
0
0
1
0
0
0
27
0
9974_9432
6
7
722
0
0
932
0
1
1,500
bus_only
2,023
722
369
1
368
441.2
4,315.3
3,874.1
0
0
1
0
0
0
27
0
9974_9465
0
14
611
0
0
375
0
1
1,500
bus_only
988
611
2
1
1
1.1
3,835.9
3,834.7
0
0
1
0
0
23
23
1
9974_9465
1
14
564
0
0
375
0
1
1,500
bus_only
1,088
564
149
1
148
177.8
3,880.5
3,702.7
0
0
1
0
0
0
23
0
9974_9465
2
14
845
0
0
450
0
0
1,500
bus_only
1,648
845
353
352
1
422.6
4,178.8
3,756.2
0
0
1
0
0
0
23
0
9974_9465
3
14
694
0
0
435
0
1
1,500
bus_only
1,404
694
275
1
274
328.8
4,409.1
4,080.3
0
0
1
0
0
0
23
0
9974_9465
4
14
540
0
0
435
0
1
1,500
bus_only
1,409
540
434
1
433
519.3
3,938.3
3,419
0
0
1
0
0
0
23
0
9974_9465
5
14
399
0
0
514
0
1
1,500
bus_only
1,354
399
441
1
440
527.2
3,426.7
2,899.5
0
0
1
0
0
0
23
0
9974_9465
6
14
798
0
0
450
0
0
1,500
bus_only
1,748
798
500
352
148
599.3
4,223.5
3,624.2
0
0
1
0
0
0
23
0
9974_9465
7
14
597
0
0
417
0
2
1,500
bus_only
1,442
597
428
1
427
512.5
4,275.6
3,763.1
0
0
1
0
0
0
23
0
9974_9465
8
14
1,492
0
0
203
0
1
1,500
bus_only
2,123
1,492
428
1
427
512.5
7,005.5
6,493
0
0
1
0
0
0
23
0
9974_9465
9
14
749
0
0
375
0
1
1,500
bus_only
1,670
749
546
1
545
653.3
4,974.3
4,321
0
0
1
0
0
0
23
0
9974_9465
10
14
928
0
0
510
0
0
1,500
bus_only
2,064
928
626
352
274
750.3
4,752.1
4,001.8
0
0
1
0
0
0
23
0
9974_9465
11
14
774
0
0
510
0
0
1,500
bus_only
2,069
774
785
352
433
940.8
4,281.3
3,340.5
0
0
1
0
0
0
23
0
9974_9465
12
14
983
0
0
450
0
0
1,500
bus_only
2,330
983
897
352
545
1,074.8
5,317.3
4,242.5
0
0
1
0
0
0
23
0
9974_9465
13
14
1,395
0
0
469
0
0
1,500
bus_only
2,728
1,395
864
437
427
1,035.7
7,066.5
6,030.8
0
0
1
0
0
0
23
0
9974_9488
0
9
537
0
0
142
0
0
1,500
bus_only
681
537
2
1
1
0.9
3,656.9
3,656
0
0
1
0
0
31
31
1
9974_9488
1
9
503
0
0
142
0
0
1,500
bus_only
963
503
318
1
317
380.1
3,754.5
3,374.4
0
0
1
0
0
0
31
0
9974_9488
2
9
560
0
0
142
0
0
1,500
bus_only
1,032
560
330
1
329
394.2
4,341.7
3,947.4
0
0
1
0
0
0
31
0
9974_9488
3
9
689
0
0
139
0
1
1,500
bus_only
1,099
689
271
1
270
323.3
4,197.4
3,874.1
0
0
1
0
0
0
31
0
9974_9488
4
9
693
0
0
88
0
0
1,500
bus_only
1,108
693
327
1
326
390.5
3,887.3
3,496.8
0
0
1
0
0
0
31
0
9974_9488
5
9
685
0
0
313
0
1
1,500
bus_only
1,369
685
371
1
370
443.5
3,856.4
3,412.8
0
0
1
0
0
0
31
0
9974_9488
6
9
661
0
0
313
0
1
1,500
bus_only
1,375
661
401
1
400
480.3
3,706.3
3,226
0
0
1
0
0
0
31
0
9974_9488
7
9
755
0
0
313
0
1
1,500
bus_only
1,521
755
453
1
452
542.7
4,121.5
3,578.8
0
0
1
0
0
0
31
0
9974_9488
8
9
871
0
0
313
0
1
1,500
bus_only
1,649
871
465
1
464
556.7
4,594.8
4,038.1
0
0
1
0
0
0
31
0
9974_9501090
0
15
329
0
0
459
0
0
1,500
bus_only
791
329
3
1
2
2.4
1,650.7
1,648.3
0
0
1
0
0
45
45
1
9974_9501090
1
15
286
0
0
283
12
1
1,500
bus_only
762
286
193
179
2
230.5
1,756.6
1,526.1
0
0
1
0
0
0
45
0
9974_9501090
2
15
202
0
0
459
0
0
1,500
bus_only
910
202
249
1
248
297.1
1,727.1
1,430.1
0
0
1
0
0
0
45
0
9974_9501090
3
15
395
0
0
659
0
1
1,500
bus_only
1,449
395
395
1
394
472.6
2,471.9
1,999.4
0
0
1
0
0
0
45
0
9974_9501090
4
15
230
0
0
93
0
0
1,500
bus_only
762
230
439
437
2
525.6
1,711.7
1,186.1
0
0
1
0
0
0
45
0
9974_9501090
5
15
361
0
0
519
0
0
1,500
bus_only
1,282
361
402
1
401
480.5
2,487.8
2,007.2
0
0
1
0
0
0
45
0
9974_9501090
6
15
178
0
0
283
12
1
1,500
bus_only
900
178
439
179
248
525.1
1,833
1,307.8
0
0
1
0
0
0
45
0
9974_9501090
7
15
336
0
0
591
0
1
1,500
bus_only
1,371
336
444
1
443
530
2,584.7
2,054.7
0
0
1
0
0
0
45
0
9974_9501090
8
15
139
0
0
695
0
1
1,500
bus_only
1,328
139
494
1
493
591.2
1,946.2
1,355
0
0
1
0
0
0
45
0
9974_9501090
9
15
122
0
0
93
0
0
1,500
bus_only
900
122
685
437
248
820.3
1,788.1
967.8
0
0
1
0
0
0
45
0
9974_9501090
10
15
444
0
0
659
0
1
1,500
bus_only
1,626
444
523
1
522
626.4
2,756.2
2,129.8
0
0
1
0
0
0
45
0
9974_9501090
11
15
216
0
0
319
0
0
1,500
bus_only
1,215
216
680
187
493
814.9
2,007.6
1,192.7
0
0
1
0
0
0
45
0
9974_9501090
12
15
262
0
0
153
0
0
1,500
bus_only
1,253
262
838
437
401
1,003.8
2,548.7
1,545
0
0
1
0
0
0
45
0
9974_9501090
13
15
265
0
0
226
0
0
1,500
bus_only
1,371
265
880
437
443
1,053.2
2,645.7
1,592.5
0
0
1
0
0
0
45
0
9974_9501090
14
15
0
120
0
161
0
0
1,550
train_only
1,213
120
932
395
537
1,116.8
2,612.9
0
1,496.2
0
0
1
0
0
45
0
9974_9568
0
16
398
0
0
217
0
1
1,500
bus_only
617
398
2
1
1
0.9
2,900.5
2,899.5
0
0
1
0
0
10
13
0.769231
9974_9568
1
16
334
0
0
217
0
1
1,500
bus_only
789
334
238
1
237
284.2
2,973.8
2,689.6
0
0
1
0
0
0
13
0
9974_9568
2
16
716
0
0
276
0
0
1,500
bus_only
1,415
716
423
352
71
506.4
3,846.9
3,340.5
0
0
1
0
0
0
13
0
9974_9568
3
16
524
0
0
217
0
1
1,500
bus_only
965
524
224
1
223
266.9
3,364
3,097.1
0
0
1
0
0
0
13
0