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
9929_7000167
5
6
295
0
0
122
0
0
1,500
bus_only
1,208
295
791
417
374
948.5
3,558.8
2,610.2
0
0
1
0
0
0
50
0
9929_70653
0
9
250
0
0
562
0
0
1,500
bus_only
814
250
2
1
1
1.2
2,499.8
2,498.6
0
0
1
0
0
39
39
1
9929_70653
1
9
0
235
0
275
0
0
1,550
train_only
983
235
473
395
78
566.2
2,682.3
0
2,116.1
0
0
1
0
0
39
0
9929_70653
2
9
289
0
0
562
0
0
1,500
bus_only
1,024
289
173
1
172
206
2,857.1
2,651.1
0
0
1
0
0
0
39
0
9929_70653
3
9
236
0
0
604
0
1
1,500
bus_only
1,050
236
210
1
209
250.3
2,915.8
2,665.5
0
0
1
0
0
0
39
0
9929_70653
4
9
342
0
0
622
0
0
1,500
bus_only
1,419
342
455
1
454
544.9
3,537.9
2,993
0
0
1
0
0
0
39
0
9929_70653
5
9
193
0
0
622
0
0
1,500
bus_only
1,291
193
476
1
475
569.5
2,645.1
2,075.6
0
0
1
0
0
0
39
0
9929_70653
6
9
248
0
0
176
0
0
1,500
bus_only
1,050
248
626
417
209
749.8
3,360
2,610.2
0
0
1
0
0
0
39
0
9929_70653
7
9
327
0
0
604
0
1
1,500
bus_only
1,472
327
541
1
540
648.5
3,609
2,960.5
0
0
1
0
0
0
39
0
9929_70653
8
9
339
0
0
176
0
0
1,500
bus_only
1,472
339
957
417
540
1,148
4,053.2
2,905.3
0
0
1
0
0
0
39
0
9929_72251
0
7
1,060
0
0
105
0
0
1,500
bus_only
1,174
1,060
9
1
8
10.1
7,571.1
7,561
0
0
1
0
0
17
17
1
9929_72251
1
7
1,043
0
0
158
0
0
1,500
bus_only
1,352
1,043
151
1
150
179.5
7,632.6
7,453.1
0
0
1
0
0
0
17
0
9929_72251
2
7
1,117
0
0
165
0
0
1,500
bus_only
1,558
1,117
276
1
275
329.6
8,145.8
7,816.2
0
0
1
0
0
0
17
0
9929_72251
3
7
1,038
0
0
207
0
1
1,500
bus_only
1,622
1,038
377
1
376
451
7,928.5
7,477.5
0
0
1
0
0
0
17
0
9929_72251
4
7
1,295
0
0
218
0
0
1,500
bus_only
1,932
1,295
419
1
418
500.9
9,345.8
8,844.9
0
0
1
0
0
0
17
0
9929_72251
5
7
1,161
0
0
606
0
1
1,500
bus_only
2,147
1,161
380
1
379
455.1
7,692.2
7,237.1
0
0
1
0
0
0
17
0
9929_72251
6
7
1,250
0
0
666
0
1
1,500
bus_only
2,398
1,250
482
1
481
576.5
8,431.9
7,855.4
0
0
1
0
0
0
17
0
9929_72410
0
7
908
0
0
156
0
0
1,500
bus_only
1,078
908
14
1
13
15.4
7,468.6
7,453.1
0
0
1
0
0
6
19
0.315789
9929_72410
1
7
942
0
0
336
0
0
1,500
bus_only
1,423
942
145
1
144
172.6
7,733.6
7,561
0
0
1
0
0
1
19
0.052632
9929_72410
2
7
1,165
0
0
527
0
0
1,500
bus_only
1,993
1,165
301
1
300
359.4
9,204.3
8,844.9
0
0
1
0
0
12
19
0.631579
9929_72410
3
7
878
0
0
506
0
1
1,500
bus_only
1,647
878
263
1
262
314.6
7,792.2
7,477.5
0
0
1
0
0
0
19
0
9929_72410
4
7
990
0
0
216
0
0
1,500
bus_only
1,603
990
397
1
396
473.8
8,298.9
7,825.1
0
0
1
0
0
0
19
0
9929_72410
5
7
1,007
0
0
366
0
1
1,500
bus_only
1,693
1,007
320
1
319
382.5
7,619.6
7,237.1
0
0
1
0
0
0
19
0
9929_72410
6
7
1,230
0
0
587
0
0
1,500
bus_only
2,359
1,230
542
1
541
649.2
9,917.9
9,268.7
0
0
1
0
0
0
19
0
9929_72411
0
6
970
0
0
68
0
0
1,500
bus_only
1,040
970
2
1
1
1.4
7,826.5
7,825.1
0
0
1
0
0
17
35
0.485714
9929_72411
1
6
892
0
0
68
0
0
1,500
bus_only
1,381
892
421
1
420
503.4
7,956.6
7,453.1
0
0
1
0
0
0
35
0
9929_72411
2
6
920
0
0
452
0
0
1,500
bus_only
1,661
920
289
1
288
345.8
7,906.8
7,561
0
0
1
0
0
7
35
0.2
9929_72411
3
6
1,090
0
0
390
0
1
1,500
bus_only
1,869
1,090
389
1
388
464.7
8,320.2
7,855.4
0
0
1
0
0
0
35
0
9929_72411
4
6
1,005
0
0
454
0
0
1,500
bus_only
1,876
1,005
417
1
416
498.9
8,693.6
8,194.7
0
0
1
0
0
11
35
0.314286
9929_72411
5
6
1,083
0
0
128
0
0
1,500
bus_only
1,813
1,083
602
1
601
719.9
8,992.2
8,272.3
0
0
1
0
0
0
35
0
9929_8001032
0
8
83
0
0
270
0
0
1,500
bus_only
355
83
2
1
1
1.2
756.6
755.4
0
0
1
0
0
32
32
1
9929_8001032
1
8
99
0
0
92
0
0
1,500
bus_only
494
99
303
1
302
362.3
1,383
1,020.7
0
0
1
0
0
0
32
0
9929_8001032
2
8
280
0
0
270
0
0
1,500
bus_only
718
280
168
1
167
200.7
1,690.8
1,490.1
0
0
1
0
0
0
32
0
9929_8001032
3
8
185
0
0
450
0
1
1,500
bus_only
805
185
170
1
169
202.3
1,939.3
1,737
0
0
1
0
0
0
32
0
9929_8001032
4
8
343
0
0
330
0
0
1,500
bus_only
935
343
262
1
261
312.5
2,206.2
1,893.7
0
0
1
0
0
0
32
0
9929_8001032
5
8
36
0
0
152
0
0
1,500
bus_only
569
36
381
1
380
455.3
820.2
365
0
0
1
0
0
0
32
0
9929_8001032
6
8
183
0
0
270
0
0
1,500
bus_only
933
183
480
1
479
574.6
1,755.3
1,180.8
0
0
1
0
0
0
32
0
9929_8001032
7
8
212
0
0
270
0
0
1,500
bus_only
959
212
477
1
476
571.6
1,786
1,214.4
0
0
1
0
0
0
32
0
9929_8001613
0
8
93
0
0
109
0
0
1,500
bus_only
204
93
2
1
1
1.5
936.5
935
0
0
1
0
0
36
36
1
9929_8001613
1
8
202
0
0
217
0
1
1,500
bus_only
663
202
244
1
243
291.6
1,052.7
761.1
0
0
1
0
0
0
36
0
9929_8001613
2
8
368
0
0
277
0
1
1,500
bus_only
954
368
309
1
308
369.5
1,545.1
1,175.6
0
0
1
0
0
0
36
0
9929_8001613
3
8
148
0
0
277
0
1
1,500
bus_only
786
148
361
1
360
432.1
1,059.2
627.1
0
0
1
0
0
0
36
0
9929_8001613
4
8
369
0
0
150
0
1
1,500
bus_only
1,000
369
481
1
480
576
1,936.7
1,360.7
0
0
1
0
0
0
36
0
9929_8001613
5
8
416
0
0
217
0
1
1,500
bus_only
1,142
416
509
1
508
609.5
1,953.5
1,343.9
0
0
1
0
0
0
36
0
9929_8001613
6
8
124
0
0
599
0
1
1,500
bus_only
1,700
124
977
1
976
1,169.8
2,537.8
1,368
0
0
1
0
0
0
36
0
9929_8001613
7
8
89
0
0
228
0
0
1,500
bus_only
1,700
89
1,383
407
976
1,657.3
2,664.2
1,006.9
0
0
1
0
0
0
36
0
9929_8002372
0
2
206
0
0
103
0
0
1,500
bus_only
320
206
11
1
10
12.4
2,033.7
2,021.3
0
0
1
0
0
16
16
1
9929_8002372
1
2
324
0
0
651
0
1
1,500
bus_only
1,522
324
547
1
546
655.5
3,153.4
2,497.9
0
0
1
0
0
0
16
0
9929_8002601
0
7
564
0
0
474
0
1
1,500
bus_only
1,051
564
13
1
12
14
4,662.8
4,648.8
0
0
1
0
0
15
15
1
9929_8002601
1
7
650
0
0
414
0
1
1,500
bus_only
1,476
650
412
1
411
492.8
5,516.4
5,023.6
0
0
1
0
0
0
15
0
9929_8002601
2
7
1,159
0
0
236
0
1
1,500
bus_only
1,533
1,159
138
32
106
163.6
6,772.6
6,609
0
0
1
0
0
0
15
0
9929_8002601
3
7
969
0
0
260
39
2
1,500
bus_only
1,726
969
497
1
457
595.2
7,265.5
6,670.4
0
0
1
0
0
0
15
0
9929_8002601
4
7
708
0
0
297
77
2
1,500
bus_only
1,540
708
535
1
457
640.1
5,973.8
5,333.8
0
0
1
0
0
0
15
0
9929_8002601
5
7
673
0
0
352
73
2
1,500
bus_only
1,556
673
531
1
457
635.3
6,198.8
5,563.5
0
0
1
0
0
0
15
0
9929_8002601
6
7
1,070
0
0
236
0
1
1,500
bus_only
1,863
1,070
557
32
525
666.8
6,902.5
6,235.7
0
0
1
0
0
0
15
0
9929_8501093
0
7
160
0
0
258
0
0
1,500
bus_only
428
160
10
1
9
10.6
1,665.9
1,655.2
0
0
1
0
0
60
61
0.983607
9929_8501093
1
7
122
0
0
371
0
1
1,500
bus_only
824
122
331
1
330
395.6
1,763.6
1,368
0
0
1
0
0
1
61
0.016393
9929_8501093
2
7
217
0
0
318
0
0
1,500
bus_only
1,010
217
475
1
474
567.7
2,655.7
2,088
0
0
1
0
0
0
61
0
9929_8501093
3
7
350
0
0
308
0
1
1,500
bus_only
1,002
350
344
1
343
411.2
1,771.9
1,360.7
0
0
1
0
0
0
61
0
9929_8501093
4
7
176
0
0
431
0
1
1,500
bus_only
1,003
176
396
1
395
472.7
2,309.7
1,837.1
0
0
1
0
0
0
61
0
9929_8501093
5
7
88
0
0
218
0
0
1,500
bus_only
1,043
88
737
407
330
883.1
1,890
1,006.9
0
0
1
0
0
0
61
0
9929_8501093
6
7
142
0
0
218
0
0
1,500
bus_only
1,166
142
806
407
399
966.1
2,442
1,475.9
0
0
1
0
0
0
61
0
9929_8501165
0
8
140
0
0
48
0
0
1,500
bus_only
190
140
2
1
1
1
1,672
1,671.1
0
0
1
0
0
13
13
1
9929_8501165
1
8
198
0
0
48
0
0
1,500
bus_only
703
198
457
1
456
546.8
2,622.4
2,075.6
0
0
1
0
0
0
13
0
9929_8501165
2
8
219
0
0
335
0
0
1,500
bus_only
855
219
301
1
300
358.7
1,785.1
1,426.4
0
0
1
0
0
0
13
0
9929_8501165
3
8
114
0
0
305
0
1
1,500
bus_only
754
114
335
1
334
400.7
1,786
1,385.3
0
0
1
0
0
0
13
0
9929_8501165
4
8
125
0
0
248
0
0
1,500
bus_only
872
125
499
1
498
598
1,776.9
1,179
0
0
1
0
0
0
13
0
9929_8501165
5
8
352
0
0
48
0
0
1,500
bus_only
900
352
500
1
499
599.2
3,592.2
2,993
0
0
1
0
0
0
13
0
9929_8501165
6
8
183
0
0
259
0
0
1,500
bus_only
987
183
545
1
544
651.8
1,832.6
1,180.8
0
0
1
0
0
0
13
0
9929_8501165
7
8
169
0
0
347
0
1
1,500
bus_only
991
169
475
1
474
568.8
1,838.2
1,269.3
0
0
1
0
0
0
13
0
9929_8501263
0
7
556
0
0
268
0
1
1,500
bus_only
853
556
29
1
28
33.8
3,450
3,416.2
0
0
1
0
0
1
37
0.027027
9929_8501263
1
7
416
0
0
149
0
0
1,500
bus_only
796
416
231
1
230
276.3
3,711.2
3,434.9
0
0
1
0
0
0
37
0
9929_8501263
2
7
576
0
0
204
0
0
1,500
bus_only
890
576
110
1
109
130.5
3,473.9
3,343.4
0
0
1
0
0
36
37
0.972973
9929_8501263
3
7
36
240
0
401
61
1
1,550
bus+train
1,021
276
344
1
282
411.8
3,833.2
365
3,056.4
0
1
1
0
0
37
0
9929_8501263
4
7
368
0
0
149
0
0
1,500
bus_only
944
368
427
1
426
510.1
3,661.2
3,151.1
0
0
1
0
0
0
37
0
9929_8501263
5
7
480
0
0
149
0
0
1,500
bus_only
1,100
480
471
1
470
562.7
4,343.2
3,780.5
0
0
1
0
0
0
37
0
9929_8501263
6
7
504
0
0
320
25
1
1,500
bus_only
1,222
504
398
1
372
474.9
4,414.8
3,939.9
0
0
1
0
0
0
37
0
9929_9001526
0
5
213
0
0
99
0
0
1,500
bus_only
314
213
2
1
1
1.4
2,077
2,075.6
0
0
1
0
0
20
20
1
9929_9001526
1
5
378
0
0
99
0
0
1,500
bus_only
527
378
50
1
49
58.8
3,051.8
2,993
0
0
1
0
0
0
20
0
9929_9001526
2
5
323
0
0
99
0
0
1,500
bus_only
812
323
390
1
389
466.4
3,117.5
2,651.1
0
0
1
0
0
0
20
0
9929_9001526
3
5
266
0
0
159
0
0
1,500
bus_only
867
266
442
1
441
527.9
3,026.6
2,498.6
0
0
1
0
0
0
20
0
9929_9001526
4
5
149
0
0
99
0
0
1,500
bus_only
705
149
457
1
456
547.5
2,218.6
1,671.1
0
0
1
0
0
0
20
0
9929_9001568
0
5
260
0
0
59
0
0
1,500
bus_only
326
260
7
1
6
7.7
2,095.6
2,087.9
0
0
1
0
0
11
35
1
9929_9001568
1
5
203
0
0
59
0
0
1,500
bus_only
741
203
479
1
478
573.4
2,237.9
1,664.5
0
0
1
0
0
0
35
0
9929_9001568
2
5
336
0
0
59
0
0
1,500
bus_only
818
336
423
1
422
506.8
2,973.4
2,466.7
0
0
1
0
0
0
35
0
9929_9001568
3
5
287
0
0
414
0
1
1,500
bus_only
1,110
287
409
1
408
488.8
2,851.8
2,363
0
0
1
0
0
0
35
0
9929_9001568
4
5
217
0
0
386
0
0
1,500
bus_only
1,756
217
1,153
407
746
1,382.4
3,383.9
2,001.6
0
0
1
0
0
0
35
0
9929_9001569
0
3
274
0
0
185
0
0
1,500
bus_only
461
274
2
1
1
1.5
2,468.3
2,466.8
0
0
1
0
0
5
16
1
9929_9001569
1
3
217
0
0
185
0
0
1,500
bus_only
830
217
428
1
427
512.2
2,600.3
2,088
0
0
1
0
0
0
16
0
9929_9001569
2
3
1,047
0
0
511
0
1
1,500
bus_only
1,863
1,047
305
1
304
364.8
6,684.1
6,319.3
0
0
1
0
0
0
16
0
9929_9003491
0
4
474
0
0
218
0
0
1,500
bus_only
699
474
7
1
6
7.2
3,787.7
3,780.5
0
0
1
0
0
28
28
1
9929_9003491
1
4
416
0
0
218
0
0
1,500
bus_only
1,025
416
391
1
390
467.9
3,902.8
3,434.9
0
0
1
0
0
0
28
0
9929_9003491
2
4
560
0
0
566
0
1
1,500
bus_only
1,420
560
294
1
293
351.3
4,260
3,908.7
0
0
1
0
0
0
28
0
9929_9003491
3
4
463
0
0
566
0
1
1,500
bus_only
1,531
463
502
1
501
601.4
4,017.6
3,416.2
0
0
1
0
0
0
28
0
9929_9003493
0
7
525
0
0
343
0
0
1,500
bus_only
874
525
6
1
5
6.1
4,322.2
4,316
0
0
1
0
0
10
13
0.769231
9929_9003493
1
7
513
0
0
146
0
1
1,500
bus_only
666
513
7
1
6
7.4
4,323.4
4,316
0
0
1
0
0
2
13
0.153846
9929_9003493
2
7
544
0
0
161
0
0
1,500
bus_only
843
544
138
1
137
164.1
4,615.3
4,451.2
0
0
1
0
0
0
13
0
9929_9003493
3
7
600
0
0
162
0
1
1,500
bus_only
987
600
225
1
224
268.5
4,787.3
4,518.8
0
0
1
0
0
1
13
0.076923
9929_9003493
4
7
581
0
0
101
0
0
1,500
bus_only
1,060
581
378
1
377
452.7
5,090.4
4,637.8
0
0
1
0
0
0
13
0
9929_9003493
5
7
601
0
0
283
0
0
1,500
bus_only
1,402
601
518
1
517
620.2
5,395
4,774.8
0
0
1
0
0
0
13
0