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
10007_8501313
7
11
815
0
0
345
0
0
1,500
bus_only
1,720
815
560
26
534
671.1
2,913
2,241.9
0
0
1
0
0
0
52
0
10007_8501313
8
11
942
0
0
285
0
0
1,500
bus_only
1,804
942
577
26
551
691.2
3,178.1
2,486.9
0
0
1
0
0
0
52
0
10007_8501313
9
11
576
0
0
377
0
1
1,500
bus_only
1,513
576
560
26
534
671.1
2,934.6
2,263.5
0
0
1
0
0
0
52
0
10007_8501313
10
11
680
0
0
317
0
1
1,500
bus_only
1,574
680
577
26
551
691.2
3,199.7
2,508.5
0
0
1
0
0
0
52
0
10007_8501560
0
9
495
0
0
96
0
0
1,500
bus_only
623
495
32
26
6
37.6
2,421.6
2,384
0
0
1
0
0
0
145
0
10007_8501560
1
9
600
0
0
154
0
0
1,500
bus_only
767
600
13
5
8
15
2,388.2
2,373.1
0
0
1
0
0
145
145
1
10007_8501560
2
9
843
0
0
523
0
0
1,500
bus_only
1,574
843
208
26
182
248
2,734.9
2,486.9
0
0
1
0
0
0
145
0
10007_8501560
3
9
648
0
0
319
0
1
1,500
bus_only
1,175
648
208
26
182
248
2,744.9
2,496.9
0
0
1
0
0
0
145
0
10007_8501560
4
9
738
0
0
523
0
0
1,500
bus_only
1,744
738
483
26
457
578.7
2,820.6
2,241.9
0
0
1
0
0
0
145
0
10007_8501560
5
9
663
0
0
214
0
0
1,500
bus_only
1,429
663
552
5
547
661.3
3,531.6
2,870.3
0
0
1
0
0
0
145
0
10007_8501560
6
9
596
0
0
156
0
0
1,500
bus_only
1,324
596
572
26
546
684
3,565.7
2,881.7
0
0
1
0
0
0
145
0
10007_8501560
7
9
558
0
0
320
0
1
1,500
bus_only
1,361
558
483
26
457
578.7
2,830.6
2,251.9
0
0
1
0
0
0
145
0
10007_8501560
8
9
472
0
0
44
0
0
1,500
bus_only
1,400
472
884
427
457
1,059.4
3,421.9
2,362.5
0
0
1
0
0
0
145
0
10007_9900
0
8
483
0
0
345
0
0
1,500
bus_only
844
483
16
5
11
18.4
1,565.8
1,547.4
0
0
1
0
0
43
43
1
10007_9900
1
8
640
0
0
69
0
0
1,500
bus_only
750
640
41
26
15
47.7
1,607.5
1,559.8
0
0
1
0
0
0
43
0
10007_9900
2
8
628
0
0
74
0
0
1,500
bus_only
955
628
253
26
227
302.3
1,789.8
1,487.5
0
0
1
0
0
0
43
0
10007_9900
3
8
534
0
0
69
0
0
1,500
bus_only
894
534
291
26
265
347.7
1,672.7
1,325
0
0
1
0
0
0
43
0
10007_9900
4
8
555
0
0
345
0
0
1,500
bus_only
1,216
555
316
5
311
378.5
2,201.5
1,823
0
0
1
0
0
0
43
0
10007_9900
5
8
837
0
0
74
0
0
1,500
bus_only
1,245
837
334
26
308
399.4
2,373.1
1,973.7
0
0
1
0
0
0
43
0
10007_9900
6
8
785
0
0
129
0
0
1,500
bus_only
1,316
785
402
26
376
480.2
2,389.1
1,908.9
0
0
1
0
0
0
43
0
10007_9900
7
8
552
0
0
74
0
0
1,500
bus_only
1,127
552
501
26
475
600.5
1,859.1
1,258.6
0
0
1
0
0
0
43
0
10007_9921
0
9
364
0
0
125
0
0
1,500
bus_only
503
364
14
5
9
15.8
1,329
1,313.2
0
0
1
0
0
55
55
1
10007_9921
1
9
296
0
0
125
0
0
1,500
bus_only
820
296
399
5
394
477.7
1,436.3
958.7
0
0
1
0
0
0
55
0
10007_9921
2
9
540
0
0
274
0
0
1,500
bus_only
1,034
540
220
26
194
263.3
1,750.8
1,487.5
0
0
1
0
0
0
55
0
10007_9921
3
9
446
0
0
185
0
0
1,500
bus_only
900
446
269
5
264
321.8
1,869.2
1,547.4
0
0
1
0
0
0
55
0
10007_9921
4
9
324
0
0
281
0
0
1,500
bus_only
898
324
293
26
267
350.1
1,910
1,559.8
0
0
1
0
0
0
55
0
10007_9921
5
9
474
0
0
274
0
0
1,500
bus_only
1,068
474
320
26
294
383.2
1,641.8
1,258.6
0
0
1
0
0
0
55
0
10007_9921
6
9
190
0
0
185
0
0
1,500
bus_only
887
190
512
5
507
612.9
1,437.3
824.5
0
0
1
0
0
0
55
0
10007_9921
7
9
338
0
0
274
0
0
1,500
bus_only
1,094
338
482
26
456
577.1
1,536.6
959.5
0
0
1
0
0
0
55
0
10007_9921
8
9
457
0
0
1,130
0
0
1,500
bus_only
2,044
457
457
26
431
547
2,417.3
1,870.3
0
0
1
0
0
0
55
0
10013_14750
0
9
297
0
0
71
0
0
1,500
bus_only
383
297
15
13
2
16.6
1,128
1,111.4
0
0
1
0
0
64
64
1
10013_14750
1
9
417
0
0
71
0
0
1,500
bus_only
654
417
166
13
153
197.4
1,443.3
1,245.9
0
0
1
0
0
0
64
0
10013_14750
2
9
496
0
0
430
0
0
1,500
bus_only
1,078
496
152
13
139
181.2
1,416.1
1,234.9
0
0
1
0
0
0
64
0
10013_14750
3
9
453
0
0
91
0
1
1,500
bus_only
696
453
152
13
139
181.2
1,416.1
1,234.9
0
0
1
0
0
0
64
0
10013_14750
4
9
182
0
0
131
0
0
1,500
bus_only
778
182
465
13
452
556.6
1,242.3
685.7
0
0
1
0
0
0
64
0
10013_14750
5
9
277
0
0
41
0
0
1,500
bus_only
815
277
497
13
484
594.3
1,314.4
720
0
0
1
0
0
0
64
0
10013_14750
6
9
639
0
0
430
0
0
1,500
bus_only
1,555
639
486
13
473
581.5
2,115.6
1,534.1
0
0
1
0
0
0
64
0
10013_14750
7
9
402
0
0
136
0
0
1,500
bus_only
1,250
402
712
13
699
852.7
2,441.5
1,588.8
0
0
1
0
0
0
64
0
10013_14750
8
9
657
0
0
1,400
0
1
1,500
bus_only
2,543
657
486
13
473
581.6
3,016.3
2,434.7
0
0
1
0
0
0
64
0
10013_8001788
0
6
396
0
0
260
0
0
1,500
bus_only
680
396
24
15
9
28.1
1,275.6
1,247.6
0
0
1
0
0
26
26
1
10013_8001788
1
6
289
0
0
260
0
0
1,500
bus_only
707
289
158
15
143
188.8
1,302.1
1,113.4
0
0
1
0
0
0
26
0
10013_8001788
2
6
484
0
0
292
0
0
1,500
bus_only
888
484
112
13
99
132.7
1,367.6
1,234.9
0
0
1
0
0
0
26
0
10013_8001788
3
6
648
0
0
292
0
0
1,500
bus_only
1,307
648
367
13
354
438.8
1,972.8
1,534.1
0
0
1
0
0
0
26
0
10013_8001788
4
6
464
0
0
320
0
0
1,500
bus_only
1,201
464
417
15
402
499.4
2,101.5
1,602.1
0
0
1
0
0
0
26
0
10013_8001788
5
6
342
0
0
443
0
0
1,500
bus_only
1,203
342
418
13
405
500.2
2,089
1,588.8
0
0
1
0
0
0
26
0
10013_8501313
0
7
600
0
0
63
0
0
1,500
bus_only
682
600
19
15
4
21.5
2,133.4
2,111.9
0
0
1
0
0
27
27
1
10013_8501313
1
7
535
0
0
63
0
0
1,500
bus_only
926
535
328
15
313
392.5
2,228.8
1,836.3
0
0
1
0
0
0
27
0
10013_8501313
2
7
820
0
0
653
0
0
1,500
bus_only
1,781
820
308
13
295
367.7
2,552
2,184.3
0
0
1
0
0
0
27
0
10013_8501313
3
7
440
0
0
196
4
1
1,500
bus_only
1,112
440
476
15
457
569.5
2,298
1,728.5
0
0
1
0
0
0
27
0
10013_8501313
4
7
721
0
0
625
0
0
1,500
bus_only
1,834
721
488
13
475
582.5
2,345.4
1,762.9
0
0
1
0
0
0
27
0
10013_8501313
5
7
951
0
0
713
0
0
1,500
bus_only
2,211
951
547
13
534
655.1
3,172.4
2,517.3
0
0
1
0
0
0
27
0
10013_8501313
6
7
1,066
0
0
653
0
0
1,500
bus_only
2,283
1,066
564
13
551
675.2
3,437.5
2,762.3
0
0
1
0
0
0
27
0
10013_8501560
0
4
859
0
0
156
0
0
1,500
bus_only
1,038
859
23
15
8
27
2,689
2,662
0
0
1
0
0
58
58
1
10013_8501560
1
4
1,143
0
0
537
0
0
1,500
bus_only
1,875
1,143
195
13
182
232
2,994.3
2,762.3
0
0
1
0
0
0
58
0
10013_8501560
2
4
1,023
0
0
537
0
0
1,500
bus_only
2,030
1,023
470
13
457
562.6
3,080
2,517.3
0
0
1
0
0
0
58
0
10013_8501560
3
4
933
0
0
216
0
0
1,500
bus_only
1,711
933
562
15
547
673.3
3,832.5
3,159.2
0
0
1
0
0
0
58
0
10013_9900
0
8
468
0
0
141
0
0
1,500
bus_only
637
468
28
13
15
31.6
1,855.2
1,823.7
0
0
1
0
0
20
20
1
10013_9900
1
8
402
0
0
81
0
0
1,500
bus_only
761
402
278
13
265
331.7
1,920.5
1,588.8
0
0
1
0
0
0
20
0
10013_9900
2
8
706
0
0
435
0
0
1,500
bus_only
1,381
706
240
13
227
286.3
2,049.2
1,762.9
0
0
1
0
0
0
20
0
10013_9900
3
8
527
0
0
457
0
1
1,500
bus_only
1,238
527
254
13
241
303.1
2,336.4
2,033.3
0
0
1
0
0
0
20
0
10013_9900
4
8
540
0
0
81
0
0
1,500
bus_only
942
540
321
13
308
383.4
2,482.7
2,099.3
0
0
1
0
0
0
20
0
10013_9900
5
8
722
0
0
688
0
0
1,500
bus_only
1,824
722
414
13
401
495.7
2,680
2,184.3
0
0
1
0
0
0
20
0
10013_9900
6
8
593
0
0
457
0
1
1,500
bus_only
1,464
593
414
13
401
495.7
2,690
2,194.3
0
0
1
0
0
0
20
0
10013_9900
7
8
639
0
0
435
0
0
1,500
bus_only
1,562
639
488
13
475
584.5
2,118.5
1,534.1
0
0
1
0
0
0
20
0
10013_9985
0
7
203
0
0
157
0
0
1,500
bus_only
417
203
57
15
42
67.7
753.9
686.3
0
0
1
0
0
104
104
1
10013_9985
1
7
241
0
0
123
0
0
1,500
bus_only
423
241
59
13
46
69.4
755.1
685.7
0
0
1
0
0
0
104
0
10013_9985
2
7
284
0
0
121
0
0
1,500
bus_only
581
284
176
13
163
210.1
930.1
720
0
0
1
0
0
0
104
0
10013_9985
3
7
345
0
0
183
0
0
1,500
bus_only
963
345
435
13
422
519.5
1,630.9
1,111.4
0
0
1
0
0
0
104
0
10013_9985
4
7
116
0
0
217
0
0
1,500
bus_only
777
116
444
15
429
530.5
819.4
288.9
0
0
1
0
0
0
104
0
10013_9985
5
7
120
0
0
181
0
0
1,500
bus_only
756
120
455
13
442
543.4
818.8
275.4
0
0
1
0
0
0
104
0
10013_9985
6
7
312
0
0
157
0
0
1,500
bus_only
924
312
455
15
440
545.3
1,658.7
1,113.4
0
0
1
0
0
0
104
0
10017_13322
0
3
546
0
0
298
0
0
1,500
bus_only
856
546
12
1
11
13.3
4,202.6
4,189.3
0
0
1
0
0
136
158
0.860759
10017_13322
1
3
443
0
0
298
0
0
1,500
bus_only
1,248
443
507
1
506
607.2
4,356.3
3,749.1
0
0
1
0
0
0
158
0
10017_13322
2
3
539
0
0
431
0
0
1,500
bus_only
1,421
539
451
1
450
539.3
4,765.1
4,225.9
0
0
1
0
0
22
158
0.139241
10017_236
0
5
1,070
0
0
843
0
2
1,500
bus_only
1,958
1,070
45
1
44
52.6
9,485.3
9,432.6
0
0
1
0
0
0
13
0
10017_236
1
5
734
570
0
522
123
1
1,550
bus+train
1,956
1,304
130
1
6
154.1
11,144.8
5,581.1
5,409.6
0
1
1
0
13
13
1
10017_236
2
5
1,084
650
0
687
168
1
1,550
bus+train
2,837
1,734
416
1
247
495.3
14,097.4
7,194.1
6,408
0
1
1
0
0
13
0
10017_236
3
5
1,009
0
0
783
0
2
1,500
bus_only
2,178
1,009
386
1
385
461.6
9,510.8
9,049.2
0
0
1
0
0
0
13
0
10017_236
4
5
2,102
0
0
1,043
37
1
1,500
bus_only
3,736
2,102
591
1
553
707.8
15,277.1
14,569.4
0
0
1
0
0
0
13
0
10017_71079
0
19
976
0
0
608
0
0
1,500
bus_only
1,599
976
15
1
14
15.2
5,126.1
5,110.9
0
0
1
0
0
17
18
0.944444
10017_71079
1
19
693
0
0
474
141
2
1,500
bus_only
1,324
693
157
1
15
186
4,797.9
4,611.9
0
0
1
0
0
0
18
0
10017_71079
2
19
812
0
0
670
0
0
1,500
bus_only
1,794
812
312
1
311
372
5,866.4
5,494.4
0
0
1
0
0
1
18
0.055556
10017_71079
3
19
940
0
0
548
0
0
1,500
bus_only
1,863
940
375
1
374
448.3
5,215.1
4,766.8
0
0
1
0
0
0
18
0
10017_71079
4
19
660
0
0
534
141
2
1,500
bus_only
1,583
660
389
1
247
463.9
4,833.9
4,370
0
0
1
0
0
0
18
0
10017_71079
5
19
1,033
0
0
434
0
1
1,500
bus_only
1,879
1,033
412
1
411
493.5
6,110.4
5,616.9
0
0
1
0
0
0
18
0
10017_71079
6
19
1,030
0
0
548
0
0
1,500
bus_only
2,077
1,030
499
1
498
596.8
6,137.3
5,540.5
0
0
1
0
0
0
18
0
10017_71079
7
19
1,055
0
0
494
0
1
1,500
bus_only
2,012
1,055
463
1
462
553.2
6,426.5
5,873.3
0
0
1
0
0
0
18
0
10017_71079
8
19
937
0
0
494
0
1
1,500
bus_only
1,947
937
516
1
515
616.3
6,121.6
5,505.3
0
0
1
0
0
0
18
0
10017_71079
9
19
789
0
0
682
0
1
1,500
bus_only
2,023
789
552
1
551
660.9
5,224.8
4,563.9
0
0
1
0
0
0
18
0
10017_71079
10
19
840
0
0
408
145
2
1,500
bus_only
1,813
840
565
1
419
675.2
5,374
4,698.9
0
0
1
0
0
0
18
0
10017_71079
11
19
866
0
0
468
145
2
1,500
bus_only
1,926
866
592
1
446
706.7
5,738
5,031.4
0
0
1
0
0
0
18
0
10017_71079
12
19
1,132
0
0
369
25
2
1,500
bus_only
2,073
1,132
572
1
546
684.8
7,622.8
6,937.9
0
0
1
0
0
0
18
0
10017_71079
13
19
623
0
0
534
141
2
1,500
bus_only
1,804
623
647
1
505
773.5
4,885.4
4,111.9
0
0
1
0
0
0
18
0
10017_71079
14
19
747
0
0
474
141
2
1,500
bus_only
1,861
747
640
1
498
765.2
5,806.7
5,041.4
0
0
1
0
0
0
18
0
10017_71079
15
19
767
0
0
302
324
1
1,500
bus_only
1,813
767
744
1
419
890
5,248.9
4,358.9
0
0
1
0
0
0
18
0
10017_71079
16
19
768
0
0
408
145
2
1,500
bus_only
1,873
768
697
1
551
834.1
5,275.7
4,441.6
0
0
1
0
0
0
18
0
10017_71079
17
19
793
0
0
362
324
1
1,500
bus_only
1,921
793
766
1
441
916
5,607.4
4,691.4
0
0
1
0
0
0
18
0
10017_71079
18
19
695
0
0
362
324
1
1,500
bus_only
1,979
695
922
1
597
1,104.2
5,205.8
4,101.6
0
0
1
0
0
0
18
0
10017_71104
0
3
447
0
0
219
0
0
1,500
bus_only
668
447
2
1
1
0.9
2,740
2,739.1
0
0
1
0
0
67
67
1
10017_71104
1
3
385
0
0
219
0
0
1,500
bus_only
978
385
374
1
373
447.2
2,855.3
2,408.1
0
0
1
0
0
0
67
0