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_9568
4
16
584
0
0
724
0
1
1,500
bus_only
1,629
584
321
1
320
383.5
4,086.2
3,702.7
0
0
1
0
0
0
13
0
9974_9568
5
16
464
0
0
724
0
1
1,500
bus_only
1,530
464
342
1
341
408.8
3,543.8
3,135
0
0
1
0
0
0
13
0
9974_9568
6
16
313
0
0
217
0
1
1,500
bus_only
1,051
313
521
1
520
623.5
3,061.4
2,438
0
0
1
0
0
0
13
0
9974_9568
7
16
598
0
0
690
0
3
1,500
bus_only
1,609
598
321
1
320
383.5
4,086.2
3,702.7
0
0
1
0
0
0
13
0
9974_9568
8
16
455
0
0
344
0
2
1,500
bus_only
1,263
455
464
1
463
555.9
3,867.3
3,311.4
0
0
1
0
0
0
13
0
9974_9568
9
16
749
0
0
530
0
1
1,500
bus_only
1,743
749
464
1
463
555.9
5,260.1
4,704.2
0
0
1
0
0
3
13
0.230769
9974_9568
10
16
631
0
0
784
0
1
1,500
bus_only
1,875
631
460
1
459
549.7
4,384.5
3,834.7
0
0
1
0
0
0
13
0
9974_9568
11
16
584
0
0
217
0
1
1,500
bus_only
1,359
584
558
1
557
668.7
4,069
3,400.3
0
0
1
0
0
0
13
0
9974_9568
12
16
741
0
0
216
0
0
1,500
bus_only
1,629
741
672
352
320
804.9
4,429.1
3,624.2
0
0
1
0
0
0
13
0
9974_9568
13
16
645
0
0
750
0
3
1,500
bus_only
1,855
645
460
1
459
549.7
4,384.5
3,834.7
0
0
1
0
0
0
13
0
9974_9568
14
16
788
0
0
276
0
0
1,500
bus_only
1,875
788
811
352
459
971.2
4,727.5
3,756.2
0
0
1
0
0
0
13
0
9974_9568
15
16
621
0
0
276
0
0
1,500
bus_only
1,831
621
934
352
582
1,119.6
4,176.1
3,056.5
0
0
1
0
0
0
13
0
9974_9597
0
15
462
0
0
618
0
0
1,500
bus_only
1,082
462
2
1
1
0.7
3,008.3
3,007.6
0
0
1
0
0
68
69
0.985507
9974_9597
1
15
433
0
0
397
71
1
1,500
bus_only
903
433
73
1
1
85.2
3,159.9
3,074.7
0
0
1
0
0
1
69
0.014493
9974_9597
2
15
396
0
0
618
0
0
1,500
bus_only
1,292
396
278
1
277
332.5
3,094.1
2,761.6
0
0
1
0
0
0
69
0
9974_9597
3
15
753
0
0
701
0
1
1,500
bus_only
1,757
753
303
1
302
362.5
3,941.3
3,578.8
0
0
1
0
0
0
69
0
9974_9597
4
15
367
0
0
397
71
1
1,500
bus_only
1,113
367
349
1
277
417
3,245.7
2,828.7
0
0
1
0
0
0
69
0
9974_9597
5
15
506
0
0
618
0
0
1,500
bus_only
1,538
506
414
1
413
495.5
3,869.9
3,374.4
0
0
1
0
0
0
69
0
9974_9597
6
15
483
0
0
443
71
2
1,500
bus_only
1,305
483
379
1
307
452.9
3,800.4
3,347.5
0
0
1
0
0
0
69
0
9974_9597
7
15
477
0
0
397
71
1
1,500
bus_only
1,359
477
485
1
413
579.9
4,021.5
3,441.5
0
0
1
0
0
0
69
0
9974_9597
8
15
689
0
0
701
0
1
1,500
bus_only
1,871
689
481
1
480
576
3,988.8
3,412.8
0
0
1
0
0
0
69
0
9974_9597
9
15
436
0
0
534
0
2
1,500
bus_only
1,460
436
490
1
489
586
3,481.7
2,895.7
0
0
1
0
0
0
69
0
9974_9597
10
15
415
0
0
955
0
1
1,500
bus_only
1,860
415
490
1
489
586
3,481.7
2,895.7
0
0
1
0
0
0
69
0
9974_9597
11
15
938
0
0
701
0
1
1,500
bus_only
2,123
938
484
1
483
579.3
4,905
4,325.7
0
0
1
0
0
0
69
0
9974_9597
12
15
575
0
0
363
71
1
1,500
bus_only
1,522
575
584
1
512
698.5
4,165.9
3,467.4
0
0
1
0
0
0
69
0
9974_9597
13
15
981
0
0
701
0
1
1,500
bus_only
2,190
981
508
1
507
608.4
5,177.8
4,569.4
0
0
1
0
0
0
69
0
9974_9597
14
15
549
0
0
503
71
2
1,500
bus_only
1,647
549
595
1
523
711.4
4,261.7
3,550.3
0
0
1
0
0
0
69
0
9974_9614
0
7
1,433
0
0
412
0
0
1,500
bus_only
1,847
1,433
2
1
1
1
10,110
10,109.1
0
0
1
0
0
48
48
1
9974_9614
1
7
922
210
0
573
61
2
1,550
bus+train
1,911
1,132
206
1
144
245.2
10,874.9
8,322.6
2,307.1
0
1
1
0
0
48
0
9974_9614
2
7
1,462
0
0
472
0
0
1,500
bus_only
2,228
1,462
294
1
293
349.8
10,727.7
10,377.9
0
0
1
0
0
0
48
0
9974_9614
3
7
1,426
0
0
328
39
2
1,500
bus_only
2,176
1,426
422
1
382
504.1
10,842
10,337.9
0
0
1
0
0
0
48
0
9974_9614
4
7
1,378
0
0
388
39
2
1,500
bus_only
2,240
1,378
474
1
434
565.4
10,564.4
9,999
0
0
1
0
0
0
48
0
9974_9614
5
7
1,333
0
0
297
163
1
1,500
bus_only
2,176
1,333
546
1
382
653.3
9,989.6
9,336.3
0
0
1
0
0
0
48
0
9974_9614
6
7
1,285
0
0
357
163
1
1,500
bus_only
2,240
1,285
598
1
434
714.6
9,712
8,997.4
0
0
1
0
0
0
48
0
9974_9618
0
15
340
0
0
599
0
1
1,500
bus_only
941
340
2
1
1
0.7
2,690.3
2,689.6
0
0
1
0
0
20
26
0.769231
9974_9618
1
15
318
0
0
599
0
1
1,500
bus_only
1,202
318
285
1
284
340.2
2,778.2
2,438
0
0
1
0
0
0
26
0
9974_9618
2
15
344
0
0
587
0
0
1,500
bus_only
1,336
344
405
1
404
483.2
2,893.9
2,410.7
0
0
1
0
0
6
26
0.230769
9974_9618
3
15
401
0
0
659
0
1
1,500
bus_only
1,297
401
237
1
236
282.3
3,181.8
2,899.5
0
0
1
0
0
0
26
0
9974_9618
4
15
647
0
0
597
25
1
1,500
bus_only
1,502
647
258
1
232
307.3
5,043
4,735.7
0
0
1
0
0
0
26
0
9974_9618
5
15
518
0
0
599
0
1
1,500
bus_only
1,399
518
282
1
281
337.1
3,434.2
3,097.1
0
0
1
0
0
0
26
0
9974_9618
6
15
548
0
0
672
35
1
1,500
bus_only
1,572
548
352
1
316
420.9
3,860.9
3,440
0
0
1
0
0
0
26
0
9974_9618
7
15
459
0
0
672
35
1
1,500
bus_only
1,519
459
388
1
352
464.3
3,620.3
3,156
0
0
1
0
0
0
26
0
9974_9618
8
15
613
0
0
597
25
1
1,500
bus_only
1,596
613
386
1
360
462.1
5,029.1
4,567.1
0
0
1
0
0
0
26
0
9974_9618
9
15
566
0
0
599
0
1
1,500
bus_only
1,670
566
505
1
504
605.1
4,005.4
3,400.3
0
0
1
0
0
0
26
0
9974_9618
10
15
559
0
0
865
0
1
1,500
bus_only
1,943
559
519
1
518
620.9
4,323.6
3,702.7
0
0
1
0
0
0
26
0
9974_9618
11
15
427
0
0
672
35
1
1,500
bus_only
1,684
427
585
1
549
700.6
3,617.3
2,916.7
0
0
1
0
0
0
26
0
9974_9618
12
15
676
0
0
434
0
0
1,500
bus_only
1,768
676
658
352
306
787.7
4,128.3
3,340.5
0
0
1
0
0
0
26
0
9974_9618
13
15
587
0
0
434
0
0
1,500
bus_only
1,738
587
717
352
365
858.3
3,914.9
3,056.5
0
0
1
0
0
0
26
0
9974_9618
14
15
699
0
0
374
0
0
1,500
bus_only
1,943
699
870
352
518
1,042.3
4,666.5
3,624.2
0
0
1
0
0
0
26
0
9974_9633
0
9
387
0
0
575
0
0
1,500
bus_only
964
387
2
1
1
1.1
2,762.7
2,761.6
0
0
1
0
0
84
84
1
9974_9633
1
9
421
0
0
518
0
1
1,500
bus_only
1,159
421
220
1
219
262.3
3,158
2,895.7
0
0
1
0
0
0
84
0
9974_9633
2
9
456
0
0
575
0
0
1,500
bus_only
1,310
456
279
1
278
333.2
3,340.7
3,007.6
0
0
1
0
0
0
84
0
9974_9633
3
9
335
0
0
635
0
0
1,500
bus_only
1,342
335
372
1
371
443.8
2,854.6
2,410.7
0
0
1
0
0
0
84
0
9974_9633
4
9
379
0
0
578
0
1
1,500
bus_only
1,336
379
379
1
378
452.6
3,166.8
2,714.2
0
0
1
0
0
0
84
0
9974_9633
5
9
464
0
0
518
0
1
1,500
bus_only
1,390
464
408
1
407
487.7
3,622.8
3,135
0
0
1
0
0
0
84
0
9974_9633
6
9
484
0
0
403
75
1
1,500
bus_only
1,344
484
457
1
381
545
2,980.2
2,435.2
0
0
1
0
0
0
84
0
9974_9633
7
9
516
0
0
403
75
1
1,500
bus_only
1,375
516
456
1
380
544.7
3,077.5
2,532.8
0
0
1
0
0
0
84
0
9974_9633
8
9
440
0
0
403
75
1
1,500
bus_only
1,379
440
536
1
460
640.9
2,939.5
2,298.6
0
0
1
0
0
0
84
0
9974_9656
0
2
1,462
0
0
138
0
0
1,500
bus_only
1,602
1,462
2
1
1
0.6
10,378.5
10,377.9
0
0
1
0
0
15
15
1
9974_9656
1
2
1,433
0
0
138
0
0
1,500
bus_only
1,875
1,433
304
1
303
363
10,472.1
10,109.1
0
0
1
0
0
0
15
0
9974_9683
0
9
313
0
0
294
0
1
1,500
bus_only
609
313
2
1
1
0.8
2,438.8
2,438
0
0
1
0
0
13
16
0.8125
9974_9683
1
9
280
0
0
152
0
0
1,500
bus_only
733
280
301
1
300
359
2,438.8
2,079.7
0
0
1
0
0
3
16
0.1875
9974_9683
2
9
335
0
0
92
0
0
1,500
bus_only
911
335
484
1
483
579.3
2,990
2,410.7
0
0
1
0
0
0
16
0
9974_9683
3
9
334
0
0
294
0
1
1,500
bus_only
913
334
285
1
284
340.5
3,030.1
2,689.6
0
0
1
0
0
0
16
0
9974_9683
4
9
243
0
0
245
0
1
1,500
bus_only
969
243
481
1
480
575.2
2,794.7
2,219.5
0
0
1
0
0
0
16
0
9974_9683
5
9
464
0
0
245
0
1
1,500
bus_only
1,226
464
517
1
516
619.5
3,754.6
3,135
0
0
1
0
0
0
16
0
9974_9683
6
9
398
0
0
354
0
1
1,500
bus_only
1,272
398
520
1
519
622.5
3,522.1
2,899.5
0
0
1
0
0
0
16
0
9974_9683
7
9
622
0
0
457
0
0
1,500
bus_only
1,991
622
912
352
560
1,092.4
4,149
3,056.5
0
0
1
0
0
0
16
0
9974_9683
8
9
480
0
0
457
0
0
1,500
bus_only
1,916
480
979
352
627
1,173.2
3,516.7
2,343.5
0
0
1
0
0
0
16
0
9974_9779
0
2
389
0
0
403
0
0
1,500
bus_only
794
389
2
1
1
0.8
3,160.4
3,159.6
0
0
1
0
0
152
152
1
9974_9779
1
2
422
0
0
403
0
0
1,500
bus_only
1,120
422
295
1
294
352.5
3,773.2
3,420.7
0
0
1
0
0
0
152
0
9974_9790
0
5
882
0
0
263
0
0
1,500
bus_only
1,160
882
15
1
14
16.9
6,232
6,215.1
0
0
1
0
0
15
15
1
9974_9790
1
5
940
0
0
323
0
0
1,500
bus_only
1,568
940
305
1
304
363.2
6,860.6
6,497.3
0
0
1
0
0
0
15
0
9974_9790
2
5
857
0
0
276
0
1
1,500
bus_only
1,488
857
355
1
354
425.1
6,302.7
5,877.6
0
0
1
0
0
0
15
0
9974_9790
3
5
756
0
0
151
0
0
1,500
bus_only
1,346
756
439
1
438
523.8
6,000.5
5,476.6
0
0
1
0
0
0
15
0
9974_9790
4
5
838
0
0
323
0
0
1,500
bus_only
1,586
838
425
1
424
508
6,312.3
5,804.3
0
0
1
0
0
0
15
0
9974_9831
0
7
933
0
0
258
0
0
1,500
bus_only
1,193
933
2
1
1
0.7
5,805.1
5,804.3
0
0
1
0
0
22
22
1
9974_9831
1
7
812
0
0
348
0
0
1,500
bus_only
1,381
812
221
1
220
264.1
5,240.2
4,976.2
0
0
1
0
0
0
22
0
9974_9831
2
7
836
0
0
408
0
0
1,500
bus_only
1,473
836
229
1
228
272.5
5,525.1
5,252.7
0
0
1
0
0
0
22
0
9974_9831
3
7
739
0
0
370
0
1
1,500
bus_only
1,437
739
328
1
327
392.3
5,067.5
4,675.2
0
0
1
0
0
0
22
0
9974_9831
4
7
908
0
0
348
0
0
1,500
bus_only
1,634
908
378
1
377
451.9
5,928.5
5,476.6
0
0
1
0
0
0
22
0
9974_9831
5
7
980
0
0
318
0
0
1,500
bus_only
1,713
980
415
1
414
495.8
6,710.9
6,215.1
0
0
1
0
0
0
22
0
9974_9831
6
7
884
0
0
361
0
1
1,500
bus_only
1,647
884
402
1
401
480.1
6,001.4
5,521.3
0
0
1
0
0
0
22
0
9974_9841
0
3
188
0
0
220
0
0
1,500
bus_only
413
188
5
1
4
5.1
1,566.3
1,561.2
0
0
1
0
0
79
79
1
9974_9841
1
3
160
0
0
261
0
0
1,500
bus_only
521
160
100
1
99
118.1
1,746.4
1,628.3
0
0
1
0
0
0
79
0
9974_9841
2
3
190
0
0
261
0
0
1,500
bus_only
809
190
358
1
357
428.2
2,303.4
1,875.2
0
0
1
0
0
0
79
0
9974_9859
0
5
189
0
0
237
0
0
1,500
bus_only
436
189
10
1
9
10
1,885.3
1,875.2
0
0
1
0
0
138
138
1
9974_9859
1
5
154
0
0
237
0
0
1,500
bus_only
662
154
271
1
270
324
1,952.4
1,628.3
0
0
1
0
0
0
138
0
9974_9859
2
5
268
0
0
237
0
0
1,500
bus_only
943
268
438
1
437
524
2,780
2,256
0
0
1
0
0
0
138
0
9974_9859
3
5
233
0
0
671
0
1
1,500
bus_only
1,296
233
392
1
391
469.5
2,689
2,219.5
0
0
1
0
0
0
138
0
9974_9859
4
5
288
0
0
763
0
0
1,500
bus_only
1,520
288
469
1
468
561.7
2,641.4
2,079.7
0
0
1
0
0
0
138
0
9974_9861
0
4
159
0
0
233
0
0
1,500
bus_only
393
159
1
1
0
0.4
1,628.7
1,628.3
0
0
1
0
0
233
233
1
9974_9861
1
4
197
0
0
43
0
0
1,500
bus_only
336
197
96
1
95
114.3
1,675.5
1,561.2
0
0
1
0
0
0
233
0
9974_9861
2
4
195
0
0
233
0
0
1,500
bus_only
707
195
279
1
278
333.7
2,208.9
1,875.2
0
0
1
0
0
0
233
0
9974_9861
3
4
235
0
0
412
0
1
1,500
bus_only
1,211
235
564
1
563
675.4
2,894.9
2,219.5
0
0
1
0
0
0
233
0
9979_74436
0
4
643
0
0
456
0
0
1,500
bus_only
1,113
643
14
6
8
15.5
4,025.2
4,009.7
0
0
1
0
0
16
16
1
9979_74436
1
4
598
0
0
456
0
0
1,500
bus_only
1,457
598
403
6
397
482
4,145.3
3,663.2
0
0
1
0
0
0
16
0
9979_74436
2
4
695
0
0
516
0
0
1,500
bus_only
1,571
695
360
6
354
429.3
4,796.1
4,366.8
0
0
1
0
0
0
16
0
9979_74436
3
4
784
0
0
516
0
0
1,500
bus_only
1,790
784
490
6
484
586.3
5,471.6
4,885.4
0
0
1
0
0
0
16
0
9979_8102495
0
4
211
0
0
257
0
0
1,500
bus_only
475
211
7
6
1
7.1
835.1
828
0
0
1
0
0
16
16
1