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
10034_74577
0
12
516
0
0
317
0
1
1,500
bus_only
917
516
84
6
78
99.6
2,516.7
2,417.1
0
0
1
0
0
25
30
0.833333
10034_74577
1
12
332
0
0
150
0
0
1,500
bus_only
879
332
397
297
100
475.7
2,087.3
1,611.6
0
0
1
0
0
0
30
0
10034_74577
2
12
678
0
0
260
0
0
1,500
bus_only
1,252
678
314
6
308
376.3
3,751.8
3,375.6
0
0
1
0
0
3
30
0.1
10034_74577
3
12
498
0
0
316
0
2
1,500
bus_only
1,058
498
244
6
238
291.6
2,415
2,123.4
0
0
1
0
0
0
30
0
10034_74577
4
12
596
0
0
260
0
0
1,500
bus_only
1,290
596
434
6
428
520
3,488.7
2,968.7
0
0
1
0
0
1
30
0.033333
10034_74577
5
12
438
0
0
317
0
1
1,500
bus_only
1,153
438
398
6
392
475.7
2,415
1,939.3
0
0
1
0
0
0
30
0
10034_74577
6
12
574
0
0
317
0
1
1,500
bus_only
1,296
574
405
6
399
484.6
3,203.2
2,718.6
0
0
1
0
0
0
30
0
10034_74577
7
12
552
0
0
301
0
2
1,500
bus_only
1,275
552
422
6
416
505.6
3,299.6
2,794
0
0
1
0
0
1
30
0.033333
10034_74577
8
12
314
0
0
209
0
1
1,500
bus_only
1,058
314
535
297
238
640.4
1,958.3
1,317.9
0
0
1
0
0
0
30
0
10034_74577
9
12
254
0
0
210
0
0
1,500
bus_only
1,153
254
689
297
392
824.5
1,958.3
1,133.8
0
0
1
0
0
0
30
0
10034_74577
10
12
390
0
0
210
0
0
1,500
bus_only
1,296
390
696
297
399
833.4
2,746.5
1,913.1
0
0
1
0
0
0
30
0
10034_74577
11
12
368
0
0
194
0
1
1,500
bus_only
1,275
368
713
297
416
854.4
2,842.9
1,988.5
0
0
1
0
0
0
30
0
10034_76587
0
6
730
0
0
326
0
0
1,500
bus_only
1,063
730
7
6
1
7.4
6,673.6
6,666.2
0
0
1
0
0
40
40
1
10034_76587
1
6
699
0
0
326
0
0
1,500
bus_only
1,384
699
359
6
353
430.2
6,783
6,352.7
0
0
1
0
0
0
40
0
10034_76587
2
6
999
0
0
340
0
0
1,500
bus_only
1,715
999
376
6
370
450.8
6,915.5
6,464.6
0
0
1
0
0
0
40
0
10034_76587
3
6
778
0
0
386
0
0
1,500
bus_only
1,575
778
411
6
405
491.4
7,522.8
7,031.4
0
0
1
0
0
0
40
0
10034_76587
4
6
1,047
0
0
400
0
0
1,500
bus_only
1,920
1,047
473
6
467
566.3
7,650.3
7,083.9
0
0
1
0
0
0
40
0
10034_76587
5
6
671
0
0
386
0
0
1,500
bus_only
1,610
671
553
6
547
662.1
6,829.6
6,167.5
0
0
1
0
0
0
40
0
10034_8001703
0
3
1,280
0
0
532
0
0
1,500
bus_only
1,819
1,280
7
6
1
7.7
8,404.5
8,396.8
0
0
1
0
0
22
22
1
10034_8001703
1
3
1,117
0
0
659
0
1
1,500
bus_only
2,217
1,117
441
6
435
528.3
8,670.6
8,142.3
0
0
1
0
0
0
22
0
10034_8001703
2
3
1,318
0
0
592
0
0
1,500
bus_only
2,373
1,318
463
6
457
553.4
9,355.3
8,801.8
0
0
1
0
0
0
22
0
10034_8001908
0
3
992
0
0
321
0
0
1,500
bus_only
1,320
992
7
6
1
7.6
7,331.2
7,323.6
0
0
1
0
0
124
125
0.992
10034_8001908
1
3
1,366
0
0
225
0
0
1,500
bus_only
1,701
1,366
110
6
104
131.3
9,079.8
8,948.5
0
0
1
0
0
1
125
0.008
10034_8001908
2
3
1,713
0
0
285
0
0
1,500
bus_only
2,588
1,713
590
6
584
706.8
10,218.6
9,511.8
0
0
1
0
0
0
125
0
10034_8002597
0
4
423
0
0
506
0
0
1,500
bus_only
945
423
16
6
10
18.5
3,592.6
3,574.1
0
0
1
0
0
117
119
0.983193
10034_8002597
1
4
413
0
0
284
0
1
1,500
bus_only
713
413
16
6
10
18.5
3,592.6
3,574.1
0
0
1
0
0
2
119
0.016807
10034_8002597
2
4
391
0
0
566
0
0
1,500
bus_only
1,334
391
377
6
371
451.8
3,655.4
3,203.5
0
0
1
0
0
0
119
0
10034_8002597
3
4
381
0
0
344
0
1
1,500
bus_only
1,102
381
377
6
371
451.8
3,655.4
3,203.5
0
0
1
0
0
0
119
0
10034_8002598
0
4
525
0
0
507
0
0
1,500
bus_only
1,039
525
7
6
1
7.4
4,162.6
4,155.2
0
0
1
0
0
94
96
0.979167
10034_8002598
1
4
516
0
0
427
0
1
1,500
bus_only
950
516
7
6
1
7.4
4,162.6
4,155.2
0
0
1
0
0
2
96
0.020833
10034_8002598
2
4
557
0
0
567
0
0
1,500
bus_only
1,492
557
368
6
362
441
4,919.9
4,479
0
0
1
0
0
0
96
0
10034_8002598
3
4
548
0
0
487
0
1
1,500
bus_only
1,403
548
368
6
362
441
4,919.9
4,479
0
0
1
0
0
0
96
0
10034_8002599
0
3
579
0
0
94
0
0
1,500
bus_only
689
579
16
6
10
18.7
4,497.7
4,479
0
0
1
0
0
35
35
1
10034_8002599
1
3
544
0
0
94
0
0
1,500
bus_only
1,015
544
377
6
371
451.2
4,606.4
4,155.2
0
0
1
0
0
0
35
0
10034_8002599
2
3
620
0
0
94
0
0
1,500
bus_only
1,072
620
358
6
352
429.1
5,226.4
4,797.3
0
0
1
0
0
0
35
0
10034_8002600
0
3
606
0
0
61
0
0
1,500
bus_only
676
606
9
6
3
10.4
4,807.8
4,797.3
0
0
1
0
0
43
43
1
10034_8002600
1
3
566
0
0
61
0
0
1,500
bus_only
992
566
365
6
359
437.3
4,916.3
4,479
0
0
1
0
0
0
43
0
10034_8002600
2
3
690
0
0
61
0
0
1,500
bus_only
1,177
690
426
6
420
511.1
5,681.7
5,170.6
0
0
1
0
0
0
43
0
10034_8025
0
2
1,375
0
0
369
0
0
1,500
bus_only
1,767
1,375
23
6
17
26.9
9,316.8
9,289.9
0
0
1
0
0
24
24
1
10034_8025
1
2
1,413
0
0
369
0
0
1,500
bus_only
2,146
1,413
364
6
358
435.9
10,046
9,610.1
0
0
1
0
0
0
24
0
10034_8502033
0
10
418
0
0
896
0
1
1,500
bus_only
1,321
418
7
6
1
7.7
1,831
1,823.4
0
0
1
0
0
18
18
1
10034_8502033
1
10
421
0
0
124
0
1
1,500
bus_only
760
421
215
6
209
256.7
2,196
1,939.3
0
0
1
0
0
0
18
0
10034_8502033
2
10
256
0
0
767
0
0
1,500
bus_only
1,321
256
298
297
1
356.5
1,374.4
1,017.9
0
0
1
0
0
0
18
0
10034_8502033
3
10
389
0
0
124
0
1
1,500
bus_only
879
389
366
6
360
438.3
1,942.1
1,503.8
0
0
1
0
0
0
18
0
10034_8502033
4
10
259
0
0
810
0
0
1,500
bus_only
1,575
259
506
297
209
605.5
1,739.3
1,133.8
0
0
1
0
0
0
18
0
10034_8502033
5
10
700
0
0
615
0
1
1,500
bus_only
1,762
700
447
6
441
534.9
4,911
4,376.1
0
0
1
0
0
0
18
0
10034_8502033
6
10
589
0
0
167
0
0
1,500
bus_only
1,400
589
644
461
183
770.7
4,213.1
3,442.4
0
0
1
0
0
0
18
0
10034_8502033
7
10
227
0
0
767
0
0
1,500
bus_only
1,651
227
657
297
360
787.1
1,485.4
698.3
0
0
1
0
0
0
18
0
10034_8502033
8
10
291
0
0
827
0
0
1,500
bus_only
1,856
291
738
297
441
883.7
2,309.5
1,425.8
0
0
1
0
0
0
18
0
10034_8502033
9
10
633
0
0
227
0
0
1,500
bus_only
1,726
633
866
461
405
1,036.9
5,007.1
3,970.2
0
0
1
0
0
0
18
0
10034_8502044
0
17
377
0
0
620
0
0
1,500
bus_only
1,016
377
19
6
13
21.6
1,810.2
1,788.5
0
0
1
0
0
20
26
0.769231
10034_8502044
1
17
396
0
0
353
0
1
1,500
bus_only
905
396
156
6
150
186.4
2,097.4
1,910.9
0
0
1
0
0
1
26
0.038462
10034_8502044
2
17
309
0
0
678
0
0
1,500
bus_only
1,356
309
369
6
363
441.4
1,896.4
1,455
0
0
1
0
0
5
26
0.192308
10034_8502044
3
17
367
0
0
605
0
1
1,500
bus_only
991
367
19
6
13
21.6
1,810.2
1,788.5
0
0
1
0
0
0
26
0
10034_8502044
4
17
351
0
0
714
0
1
1,500
bus_only
1,285
351
220
6
214
262.9
2,226.1
1,963.2
0
0
1
0
0
0
26
0
10034_8502044
5
17
406
0
0
714
0
1
1,500
bus_only
1,410
406
290
6
284
347
2,429
2,081.9
0
0
1
0
0
0
26
0
10034_8502044
6
17
299
0
0
413
0
1
1,500
bus_only
1,081
299
369
6
363
441.4
1,896.4
1,455
0
0
1
0
0
0
26
0
10034_8502044
7
17
412
0
0
1,002
0
1
1,500
bus_only
1,697
412
283
6
277
339
2,590.9
2,251.9
0
0
1
0
0
0
26
0
10034_8502044
8
17
292
0
0
225
0
0
1,500
bus_only
991
292
474
461
13
566.8
1,949.4
1,382.6
0
0
1
0
0
0
26
0
10034_8502044
9
17
321
0
0
188
0
0
1,500
bus_only
1,116
321
607
461
146
726.7
2,231.7
1,505
0
0
1
0
0
0
26
0
10034_8502044
10
17
295
0
0
210
0
0
1,500
bus_only
1,129
295
624
410
214
747
2,453.5
1,706.5
0
0
1
0
0
0
26
0
10034_8502044
11
17
356
0
0
210
0
0
1,500
bus_only
1,253
356
687
410
277
823.1
2,818.2
1,995.2
0
0
1
0
0
0
26
0
10034_8502044
12
17
350
0
0
366
0
0
1,500
bus_only
1,410
350
694
410
284
831.1
2,656.4
1,825.2
0
0
1
0
0
0
26
0
10034_8502044
13
17
501
0
0
1,002
0
1
1,500
bus_only
2,058
501
555
6
549
665.4
3,239.4
2,574
0
0
1
0
0
0
26
0
10034_8502044
14
17
243
0
0
270
0
0
1,500
bus_only
1,286
243
773
410
363
925.6
2,123.8
1,198.3
0
0
1
0
0
0
26
0
10034_8502044
15
17
224
0
0
188
0
0
1,500
bus_only
1,236
224
824
461
363
986.6
2,035.7
1,049.1
0
0
1
0
0
0
26
0
10034_8502044
16
17
445
0
0
210
0
0
1,500
bus_only
1,614
445
959
410
549
1,149.5
3,466.8
2,317.3
0
0
1
0
0
0
26
0
10034_8798
0
7
415
0
0
96
0
0
1,500
bus_only
533
415
22
6
16
25.3
3,084.4
3,059.1
0
0
1
0
0
35
36
0.972222
10034_8798
1
7
598
0
0
96
0
0
1,500
bus_only
865
598
171
6
165
205
3,423.4
3,218.5
0
0
1
0
0
0
36
0
10034_8798
2
7
908
0
0
156
0
0
1,500
bus_only
1,310
908
246
6
240
293.6
3,870
3,576.5
0
0
1
0
0
0
36
0
10034_8798
3
7
455
0
0
289
0
0
1,500
bus_only
1,161
455
417
6
411
498.8
3,702.3
3,203.5
0
0
1
0
0
1
36
0.027778
10034_8798
4
7
349
0
0
96
0
0
1,500
bus_only
873
349
428
6
422
513
3,201.9
2,688.9
0
0
1
0
0
0
36
0
10034_8798
5
7
392
0
0
331
0
0
1,500
bus_only
1,233
392
510
6
504
611.3
4,143.5
3,532.1
0
0
1
0
0
0
36
0
10034_8798
6
7
666
0
0
256
0
0
1,500
bus_only
1,459
666
537
6
531
643.2
4,946.2
4,303
0
0
1
0
0
0
36
0
10034_8824
0
2
637
0
0
244
0
0
1,500
bus_only
896
637
15
6
9
17.7
5,188.3
5,170.6
0
0
1
0
0
47
47
1
10034_8824
1
2
548
0
0
244
0
0
1,500
bus_only
1,227
548
435
6
429
521.7
5,319
4,797.3
0
0
1
0
0
0
47
0
10034_8845
0
5
394
0
0
444
0
0
1,500
bus_only
849
394
11
6
5
12.1
3,544.3
3,532.1
0
0
1
0
0
20
20
1
10034_8845
1
5
464
0
0
444
0
0
1,500
bus_only
1,326
464
418
6
412
500.9
4,397.9
3,897.1
0
0
1
0
0
0
20
0
10034_8845
2
5
728
0
0
1,027
0
0
1,500
bus_only
2,148
728
393
6
387
471.2
5,057.3
4,586.1
0
0
1
0
0
0
20
0
10034_8845
3
5
599
0
0
903
0
1
1,500
bus_only
2,001
599
499
6
493
598.2
3,816.7
3,218.5
0
0
1
0
0
0
20
0
10034_8845
4
5
404
0
0
963
0
1
1,500
bus_only
1,897
404
530
6
524
635
3,694.1
3,059.1
0
0
1
0
0
0
20
0
10034_8882
0
4
624
0
0
266
0
0
1,500
bus_only
910
624
20
6
14
22.5
3,919.6
3,897.1
0
0
1
0
0
24
24
1
10034_8882
1
4
541
0
0
206
0
0
1,500
bus_only
1,161
541
414
6
408
495.9
4,028
3,532.1
0
0
1
0
0
0
24
0
10034_8882
2
4
807
0
0
517
0
0
1,500
bus_only
1,817
807
493
6
487
591.4
4,894.5
4,303
0
0
1
0
0
0
24
0
10034_8882
3
4
850
0
0
517
0
0
1,500
bus_only
1,875
850
508
6
502
609.2
5,195.3
4,586.1
0
0
1
0
0
0
24
0
10034_8909
0
11
722
0
0
193
0
0
1,500
bus_only
922
722
7
6
1
7.7
5,121.8
5,114.1
0
0
1
0
0
17
17
1
10034_8909
1
11
486
0
0
162
35
1
1,500
bus_only
690
486
42
6
1
49.2
4,490.2
4,441
0
0
1
0
0
0
17
0
10034_8909
2
11
770
0
0
253
0
0
1,500
bus_only
1,317
770
294
6
288
351.5
5,720.7
5,369.2
0
0
1
0
0
0
17
0
10034_8909
3
11
669
0
0
95
0
1
1,500
bus_only
771
669
7
6
1
7.7
5,108.4
5,100.7
0
0
1
0
0
0
17
0
10034_8909
4
11
506
0
0
157
88
1
1,500
bus_only
822
506
159
6
65
189.4
4,490
4,300.6
0
0
1
0
0
0
17
0
10034_8909
5
11
716
0
0
155
0
1
1,500
bus_only
1,165
716
294
6
288
351.5
5,707.3
5,355.8
0
0
1
0
0
0
17
0
10034_8909
6
11
533
0
0
222
35
1
1,500
bus_only
1,084
533
329
6
288
393
5,089
4,696
0
0
1
0
0
0
17
0
10034_8909
7
11
669
0
0
305
0
1
1,500
bus_only
1,279
669
305
6
299
364.9
5,186.5
4,821.6
0
0
1
0
0
0
17
0
10034_8909
8
11
466
0
0
217
88
1
1,500
bus_only
1,076
466
393
6
299
469.6
4,534.3
4,064.8
0
0
1
0
0
0
17
0
10034_8909
9
11
581
0
0
318
35
2
1,500
bus_only
1,427
581
528
6
487
631.5
5,612.6
4,981.1
0
0
1
0
0
0
17
0
10034_8909
10
11
0
450
0
119
0
0
1,550
train_only
1,379
450
810
427
383
971.6
5,149.9
0
4,178.3
0
0
1
0
0
17
0
10034_8946
0
2
486
0
0
146
0
0
1,500
bus_only
639
486
7
6
1
8
4,486.9
4,478.9
0
0
1
0
0
33
33
1
10034_8946
1
2
557
0
0
146
0
0
1,500
bus_only
1,190
557
487
6
481
583.7
5,490.3
4,906.6
0
0
1
0
0
0
33
0
10034_8988
0
2
582
0
0
286
0
0
1,500
bus_only
880
582
12
6
6
13.9
4,920.5
4,906.6
0
0
1
0
0
54
54
1
10034_8988
1
2
513
0
0
286
0
0
1,500
bus_only
1,285
513
486
6
480
582.6
5,061.5
4,478.9
0
0
1
0
0
0
54
0