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
9950_75091
5
9
202
370
0
372
121
1
1,550
bus+train
1,398
572
454
166
167
542.2
5,378.2
1,112
3,724
0
1
1
0
0
40
0
9950_75091
6
9
1,111
0
0
116
0
0
1,500
bus_only
1,728
1,111
501
166
335
599.9
5,927
5,327.1
0
0
1
0
0
0
40
0
9950_75091
7
9
961
0
0
477
0
0
1,500
bus_only
1,954
961
516
1
515
618.3
5,449.6
4,831.3
0
0
1
0
0
0
40
0
9950_75091
8
9
960
0
0
116
0
0
1,500
bus_only
1,757
960
681
166
515
816.2
5,334
4,517.7
0
0
1
0
0
0
40
0
9950_75092
0
6
1,082
0
0
349
0
0
1,500
bus_only
1,433
1,082
2
1
1
1.7
5,859.6
5,857.8
0
0
1
0
0
25
25
1
9950_75092
1
6
774
0
0
435
0
1
1,500
bus_only
1,475
774
266
1
265
317.7
6,203.5
5,885.8
0
0
1
0
0
0
25
0
9950_75092
2
6
1,112
0
0
349
0
0
1,500
bus_only
1,600
1,112
139
1
138
165.8
6,146.5
5,980.7
0
0
1
0
0
0
25
0
9950_75092
3
6
1,060
0
0
409
0
0
1,500
bus_only
1,700
1,060
231
1
230
275.5
5,916.2
5,640.7
0
0
1
0
0
0
25
0
9950_75092
4
6
284
360
0
597
124
1
1,550
bus+train
1,718
644
477
1
352
570.2
6,726.2
2,305.2
3,850.8
0
1
1
0
0
25
0
9950_75092
5
6
799
0
0
375
0
1
1,500
bus_only
1,709
799
535
1
534
640.4
6,810.1
6,169.7
0
0
1
0
0
0
25
0
9950_8002372
0
3
155
0
0
199
0
0
1,500
bus_only
365
155
11
1
10
12.6
1,669
1,656.4
0
0
1
0
0
150
150
1
9950_8002372
1
3
247
0
0
285
0
1
1,500
bus_only
1,079
247
547
1
546
655.7
2,788.7
2,132.9
0
0
1
0
0
0
150
0
9950_8002372
2
3
241
0
0
97
0
0
1,500
bus_only
1,079
241
741
195
546
887.8
2,856.3
1,968.5
0
0
1
0
0
0
150
0
9950_8002598
0
13
736
0
0
351
0
1
1,500
bus_only
1,152
736
65
1
64
76.1
5,405.9
5,329.8
0
0
1
0
0
0
13
0
9950_8002598
1
13
697
0
0
291
0
1
1,500
bus_only
1,497
697
509
1
508
609.5
5,561.9
4,952.4
0
0
1
0
0
0
13
0
9950_8002598
2
13
1,172
0
0
453
0
0
1,500
bus_only
1,966
1,172
341
1
340
407.5
6,388.2
5,980.7
0
0
1
0
0
13
13
1
9950_8002598
3
13
1,055
0
0
464
0
2
1,500
bus_only
1,840
1,055
321
1
320
383.6
6,064
5,680.4
0
0
1
0
0
0
13
0
9950_8002598
4
13
1,487
0
0
560
0
1
1,500
bus_only
2,368
1,487
321
1
320
383.6
7,977.7
7,594.1
0
0
1
0
0
0
13
0
9950_8002598
5
13
779
0
0
768
0
1
1,500
bus_only
1,945
779
398
1
397
476.8
6,224.1
5,747.3
0
0
1
0
0
0
13
0
9950_8002598
6
13
512
480
0
573
51
2
1,550
bus+train
1,908
992
343
1
291
410
7,750.9
2,682.9
4,658
0
1
1
0
0
13
0
9950_8002598
7
13
1,190
0
0
692
0
0
1,500
bus_only
2,368
1,190
486
166
320
581.5
6,646.9
6,065.3
0
0
1
0
0
0
13
0
9950_8002598
8
13
420
260
0
311
37
1
1,550
bus+train
1,548
680
557
229
291
667.4
6,051.4
2,452.7
2,931.3
0
1
1
0
0
13
0
9950_8002598
9
13
1,135
0
0
464
0
2
1,500
bus_only
2,062
1,135
463
1
462
555.2
6,428.3
5,873.2
0
0
1
0
0
0
13
0
9950_8002598
10
13
1,578
0
0
620
0
1
1,500
bus_only
2,668
1,578
470
1
469
562.8
8,357.3
7,794.5
0
0
1
0
0
0
13
0
9950_8002598
11
13
1,281
0
0
752
0
0
1,500
bus_only
2,668
1,281
635
166
469
760.7
7,026.4
6,265.7
0
0
1
0
0
0
13
0
9950_8002598
12
13
843
0
0
438
73
2
1,500
bus_only
1,974
843
693
1
619
830
6,858.5
6,028.6
0
0
1
0
0
0
13
0
9950_8002607
0
9
509
0
0
390
0
0
1,500
bus_only
901
509
2
1
1
1.2
2,947.1
2,945.9
0
0
1
0
0
53
53
1
9950_8002607
1
9
501
0
0
148
0
0
1,500
bus_only
816
501
167
166
1
199.2
2,831.5
2,632.3
0
0
1
0
0
0
53
0
9950_8002607
2
9
441
0
0
390
0
0
1,500
bus_only
1,119
441
288
1
287
344.3
3,036
2,691.7
0
0
1
0
0
0
53
0
9950_8002607
3
9
468
0
0
486
0
1
1,500
bus_only
1,064
468
110
1
109
131.6
3,174.4
3,042.9
0
0
1
0
0
0
53
0
9950_8002607
4
9
433
0
0
293
0
0
1,500
bus_only
1,064
433
338
229
109
405.5
2,858.1
2,452.7
0
0
1
0
0
0
53
0
9950_8002607
5
9
476
0
0
295
35
1
1,500
bus_only
1,094
476
323
1
287
385.7
4,423.4
4,037.7
0
0
1
0
0
0
53
0
9950_8002607
6
9
433
0
0
148
0
0
1,500
bus_only
1,034
433
453
166
287
542.3
2,920.4
2,378.1
0
0
1
0
0
0
53
0
9950_8002607
7
9
600
0
0
390
0
0
1,500
bus_only
1,469
600
479
1
478
573.6
3,944
3,370.4
0
0
1
0
0
0
53
0
9950_8002607
8
9
592
0
0
148
0
0
1,500
bus_only
1,384
592
644
166
478
771.6
3,828.3
3,056.8
0
0
1
0
0
0
53
0
9950_8300554
0
16
123
0
0
268
0
0
1,500
bus_only
393
123
2
1
1
1.6
817.4
815.8
0
0
1
0
0
12
36
0.333333
9950_8300554
1
16
77
0
0
161
0
0
1,500
bus_only
277
77
39
1
38
45.4
859.4
814
0
0
1
0
0
0
36
0
9950_8300554
2
16
52
0
0
159
0
0
1,500
bus_only
390
52
179
1
178
213.4
869.1
655.7
0
0
1
0
0
0
36
0
9950_8300554
3
16
181
0
0
377
0
1
1,500
bus_only
743
181
185
1
184
221.4
1,268.5
1,047.1
0
0
1
0
0
0
36
0
9950_8300554
4
16
67
0
0
295
0
1
1,500
bus_only
597
67
235
1
234
281.4
1,301.7
1,020.4
0
0
1
0
0
0
36
0
9950_8300554
5
16
159
0
0
410
0
0
1,500
bus_only
847
159
278
1
277
332.2
1,393.6
1,061.4
0
0
1
0
0
10
36
0.277778
9950_8300554
6
16
219
0
0
417
0
0
1,500
bus_only
953
219
317
1
316
379.3
1,504.5
1,125.2
0
0
1
0
0
14
36
0.388889
9950_8300554
7
16
209
0
0
377
0
1
1,500
bus_only
866
209
280
1
279
335.2
1,468.2
1,133
0
0
1
0
0
0
36
0
9950_8300554
8
16
63
0
0
105
0
0
1,500
bus_only
597
63
429
195
234
513.4
1,369.4
855.9
0
0
1
0
0
0
36
0
9950_8300554
9
16
252
0
0
140
0
0
1,500
bus_only
866
252
474
195
279
567.3
1,535.8
968.5
0
0
1
0
0
0
36
0
9950_8300554
10
16
36
0
0
268
0
0
1,500
bus_only
784
36
480
1
479
575.2
965.7
390.5
0
0
1
0
0
0
36
0
9950_8300554
11
16
270
0
0
377
0
1
1,500
bus_only
1,129
270
482
1
481
577.2
1,889.5
1,312.4
0
0
1
0
0
0
36
0
9950_8300554
12
16
98
0
0
549
0
0
1,500
bus_only
1,209
98
562
1
561
673.7
1,979.8
1,306.1
0
0
1
0
0
0
36
0
9950_8300554
13
16
88
0
0
261
0
1
1,500
bus_only
911
88
562
1
561
673.7
1,979.8
1,306.1
0
0
1
0
0
0
36
0
9950_8300554
14
16
313
0
0
140
0
0
1,500
bus_only
1,129
313
676
195
481
809.2
1,957.1
1,147.9
0
0
1
0
0
0
36
0
9950_8300554
15
16
84
0
0
71
0
0
1,500
bus_only
911
84
756
195
561
905.8
2,047.4
1,141.7
0
0
1
0
0
0
36
0
9950_8478
0
8
574
0
0
216
0
0
1,500
bus_only
792
574
2
1
1
1.4
3,371.7
3,370.4
0
0
1
0
0
114
115
0.991304
9950_8478
1
8
483
0
0
216
0
0
1,500
bus_only
1,178
483
479
1
478
574.4
3,520.2
2,945.9
0
0
1
0
0
0
115
0
9950_8478
2
8
734
0
0
276
0
0
1,500
bus_only
1,338
734
328
1
327
391.7
4,053.7
3,661.9
0
0
1
0
0
0
115
0
9950_8478
3
8
432
0
0
390
0
1
1,500
bus_only
1,214
432
392
1
391
468.9
3,511.7
3,042.9
0
0
1
0
0
1
115
0.008696
9950_8478
4
8
498
0
0
450
0
1
1,500
bus_only
1,384
498
436
1
435
520.5
4,123.4
3,602.9
0
0
1
0
0
0
115
0
9950_8478
5
8
423
0
0
171
0
0
1,500
bus_only
1,214
423
620
229
391
742.8
3,195.4
2,452.7
0
0
1
0
0
0
115
0
9950_8478
6
8
522
0
0
539
0
0
1,500
bus_only
1,662
522
601
166
435
718.4
4,007.7
3,289.3
0
0
1
0
0
0
115
0
9950_8478
7
8
489
0
0
231
0
0
1,500
bus_only
1,384
489
664
229
435
794.4
3,807.1
3,012.7
0
0
1
0
0
0
115
0
9950_8501165
0
15
91
0
0
521
0
0
1,500
bus_only
614
91
2
1
1
1.2
1,307.3
1,306.1
0
0
1
0
0
44
44
1
9950_8501165
1
15
81
0
0
285
0
1
1,500
bus_only
368
81
2
1
1
1.2
1,307.3
1,306.1
0
0
1
0
0
0
44
0
9950_8501165
2
15
78
0
0
94
0
0
1,500
bus_only
368
78
196
195
1
233.2
1,374.9
1,141.7
0
0
1
0
0
0
44
0
9950_8501165
3
15
173
0
0
396
0
0
1,500
bus_only
870
173
301
1
300
358.9
1,420.3
1,061.4
0
0
1
0
0
0
44
0
9950_8501165
4
15
0
100
0
316
0
0
1,550
train_only
843
100
427
89
338
512.1
1,594.5
0
1,082.5
0
0
1
0
0
44
0
9950_8501165
5
15
125
0
0
359
0
1
1,500
bus_only
859
125
375
1
374
447.7
1,394.5
946.8
0
0
1
0
0
0
44
0
9950_8501165
6
15
139
0
0
177
0
0
1,500
bus_only
803
139
487
1
486
582.3
1,398.2
815.8
0
0
1
0
0
0
44
0
9950_8501165
7
15
143
0
0
521
0
0
1,500
bus_only
1,121
143
457
1
456
547
2,257.7
1,710.7
0
0
1
0
0
0
44
0
9950_8501165
8
15
136
0
0
285
0
1
1,500
bus_only
878
136
457
1
456
547
2,257.7
1,710.7
0
0
1
0
0
0
44
0
9950_8501165
9
15
167
0
0
177
0
0
1,500
bus_only
891
167
547
1
546
654.6
1,504.1
849.4
0
0
1
0
0
0
44
0
9950_8501165
10
15
290
0
0
521
0
0
1,500
bus_only
1,311
290
500
1
499
599.4
3,227.4
2,628
0
0
1
0
0
0
44
0
9950_8501165
11
15
184
0
0
46
0
0
1,500
bus_only
837
184
607
195
412
726.6
1,508.9
782.4
0
0
1
0
0
0
44
0
9950_8501165
12
15
133
0
0
94
0
0
1,500
bus_only
878
133
651
195
456
779
2,325.3
1,546.2
0
0
1
0
0
0
44
0
9950_8501165
13
15
130
0
0
354
0
1
1,500
bus_only
1,375
130
891
1
890
1,068.5
1,972.9
904.4
0
0
1
0
0
0
44
0
9950_8501165
14
15
189
0
0
101
0
0
1,500
bus_only
1,375
189
1,085
195
890
1,300.6
2,040.5
740
0
0
1
0
0
0
44
0
9950_8501373
0
12
1,255
0
0
172
0
0
1,500
bus_only
1,429
1,255
2
1
1
1.2
5,642
5,640.7
0
0
1
0
0
23
23
1
9950_8501373
1
12
822
0
0
460
0
1
1,500
bus_only
1,525
822
243
1
242
291
6,204.5
5,913.5
0
0
1
0
0
0
23
0
9950_8501373
2
12
1,277
0
0
232
0
0
1,500
bus_only
1,752
1,277
243
1
242
289.8
6,147.6
5,857.8
0
0
1
0
0
0
23
0
9950_8501373
3
12
884
0
0
520
0
1
1,500
bus_only
1,697
884
293
1
292
349.1
6,744.2
6,395.1
0
0
1
0
0
0
23
0
9950_8501373
4
12
1,216
0
0
232
0
0
1,500
bus_only
1,766
1,216
318
1
317
379.4
5,708.4
5,329.1
0
0
1
0
0
0
23
0
9950_8501373
5
12
1,311
0
0
172
0
0
1,500
bus_only
1,867
1,311
384
1
383
459.5
6,440.2
5,980.7
0
0
1
0
0
0
23
0
9950_8501373
6
12
795
0
0
520
0
1
1,500
bus_only
1,741
795
426
1
425
509.8
6,257.1
5,747.3
0
0
1
0
0
0
23
0
9950_8501373
7
12
1,141
0
0
232
0
0
1,500
bus_only
1,883
1,141
510
1
509
610
5,758.6
5,148.6
0
0
1
0
0
0
23
0
9950_8501373
8
12
792
0
0
650
0
1
1,500
bus_only
2,006
792
564
1
563
675.9
6,561.7
5,885.8
0
0
1
0
0
0
23
0
9950_8501373
9
12
885
0
0
363
0
2
1,500
bus_only
1,812
885
564
1
563
675.9
6,883.8
6,207.9
0
0
1
0
0
0
23
0
9950_8501373
10
12
242
370
0
310
51
1
1,550
bus+train
1,579
612
657
166
440
786.4
5,664.5
1,154.1
3,724
0
1
1
0
0
23
0
9950_8501373
11
12
444
250
0
530
124
1
1,550
bus+train
1,848
694
624
1
499
746.1
5,968.1
2,305.2
2,916.8
0
1
1
0
0
23
0
9950_8501761
0
2
1,257
0
0
57
0
0
1,500
bus_only
1,316
1,257
2
1
1
1.4
8,421.8
8,420.4
0
0
1
0
0
20
20
1
9950_8501761
1
2
1,329
0
0
57
0
0
1,500
bus_only
1,819
1,329
433
1
432
518.2
9,321.7
8,803.5
0
0
1
0
0
0
20
0
9950_8502644
0
6
809
0
0
460
0
0
1,500
bus_only
1,271
809
2
1
1
1.4
4,010.3
4,008.9
0
0
1
0
0
31
31
1
9950_8502644
1
6
776
0
0
107
0
0
1,500
bus_only
1,050
776
167
166
1
199.4
3,894.7
3,695.3
0
0
1
0
0
0
31
0
9950_8502644
2
6
765
0
0
460
0
0
1,500
bus_only
1,616
765
391
1
390
468.6
4,130.6
3,661.9
0
0
1
0
0
0
31
0
9950_8502644
3
6
864
0
0
520
0
0
1,500
bus_only
1,849
864
465
1
464
556.3
5,007.7
4,451.4
0
0
1
0
0
0
31
0
9950_8502644
4
6
732
0
0
107
0
0
1,500
bus_only
1,395
732
556
166
390
666.6
4,014.9
3,348.3
0
0
1
0
0
0
31
0
9950_8502644
5
6
831
0
0
167
0
0
1,500
bus_only
1,628
831
630
166
464
754.3
4,892.1
4,137.8
0
0
1
0
0
0
31
0
9950_8796
0
8
987
0
0
269
0
0
1,500
bus_only
1,263
987
7
1
6
7.9
7,828.8
7,820.8
0
0
1
0
0
15
15
1
9950_8796
1
8
0
660
0
154
0
0
1,550
train_only
1,203
660
389
82
307
465.7
7,320.6
0
6,854.9
0
0
1
0
0
15
0
9950_8796
2
8
964
0
0
238
0
0
1,500
bus_only
1,551
964
349
1
348
416.8
8,324.1
7,907.3
0
0
1
0
0
0
15
0
9950_8796
3
8
915
0
0
238
0
0
1,500
bus_only
1,537
915
384
1
383
458.6
7,918.7
7,460.2
0
0
1
0
0
0
15
0
9950_8796
4
8
0
810
0
154
0
0
1,550
train_only
1,504
810
540
82
458
646.3
8,213.5
0
7,567.2
0
0
1
0
0
15
0
9950_8796
5
8
912
0
0
295
0
1
1,500
bus_only
1,706
912
499
1
498
596.6
8,400.4
7,803.8
0
0
1
0
0
0
15
0