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
9927_424
2
6
1,389
0
0
330
26
1
1,500
bus_only
1,889
1,389
170
2
142
202.9
8,463.7
8,260.9
0
0
1
0
0
0
16
0
9927_424
3
6
1,328
0
0
399
0
1
1,500
bus_only
2,151
1,328
424
2
422
508.2
8,488.8
7,980.6
0
0
1
0
0
0
16
0
9927_424
4
6
1,321
0
0
313
26
1
1,500
bus_only
2,161
1,321
527
2
499
631.3
9,023.3
8,392
0
0
1
0
0
0
16
0
9927_424
5
6
1,358
0
0
473
0
1
1,500
bus_only
2,341
1,358
510
2
508
610.5
9,333.9
8,723.4
0
0
1
0
0
0
16
0
9927_7000167
0
4
367
0
0
417
0
0
1,500
bus_only
788
367
4
2
2
3.9
3,012.8
3,008.9
0
0
1
0
0
93
93
1
9927_7000167
1
4
326
0
0
417
0
0
1,500
bus_only
917
326
174
2
172
208
3,064.5
2,856.5
0
0
1
0
0
0
93
0
9927_7000167
2
4
272
0
0
417
0
0
1,500
bus_only
1,079
272
390
2
388
467.2
2,900.7
2,433.4
0
0
1
0
0
0
93
0
9927_7000167
3
4
421
0
0
417
0
0
1,500
bus_only
1,224
421
386
2
384
462.2
3,813
3,350.8
0
0
1
0
0
0
93
0
9927_70653
0
9
358
0
0
530
0
0
1,500
bus_only
891
358
3
2
1
2.8
2,859.3
2,856.5
0
0
1
0
0
154
154
1
9927_70653
1
9
410
0
0
212
0
2
1,500
bus_only
625
410
3
2
1
2.8
2,859.3
2,856.5
0
0
1
0
0
0
154
0
9927_70653
2
9
404
0
0
530
0
0
1,500
bus_only
1,108
404
174
2
172
207.7
3,216.6
3,008.9
0
0
1
0
0
0
154
0
9927_70653
3
9
364
0
0
185
0
1
1,500
bus_only
706
364
157
2
155
187.4
3,210.7
3,023.3
0
0
1
0
0
0
154
0
9927_70653
4
9
468
0
0
212
0
2
1,500
bus_only
871
468
191
2
189
228.1
3,252.1
3,024
0
0
1
0
0
0
154
0
9927_70653
5
9
296
0
0
185
0
1
1,500
bus_only
875
296
394
2
392
471.4
2,904.9
2,433.4
0
0
1
0
0
0
154
0
9927_70653
6
9
461
0
0
590
0
0
1,500
bus_only
1,507
461
456
2
454
546.6
3,897.4
3,350.8
0
0
1
0
0
0
154
0
9927_70653
7
9
306
0
0
590
0
0
1,500
bus_only
1,373
306
477
2
475
571.2
3,004.6
2,433.4
0
0
1
0
0
0
154
0
9927_70653
8
9
470
0
0
125
0
1
1,500
bus_only
1,137
470
542
2
540
650.2
3,968.5
3,318.4
0
0
1
0
0
0
154
0
9927_70800
0
3
862
0
0
240
0
0
1,500
bus_only
1,105
862
3
2
1
2.8
6,796.4
6,793.6
0
0
1
0
0
0
25
0
9927_70800
1
3
824
0
0
240
0
0
1,500
bus_only
1,421
824
357
2
355
428.2
6,906.6
6,478.4
0
0
1
0
0
25
25
1
9927_70800
2
3
1,019
0
0
300
0
0
1,500
bus_only
1,772
1,019
453
2
451
542.2
7,745.7
7,203.5
0
0
1
0
0
0
25
0
9927_72251
0
4
1,001
0
0
97
0
0
1,500
bus_only
1,108
1,001
10
2
8
11.8
7,930.6
7,918.8
0
0
1
0
0
41
41
1
9927_72251
1
4
974
0
0
121
0
0
1,500
bus_only
1,247
974
152
2
150
181.1
7,992.1
7,811
0
0
1
0
0
0
41
0
9927_72251
2
4
1,058
0
0
157
0
0
1,500
bus_only
1,492
1,058
277
2
275
331.2
8,505.2
8,174
0
0
1
0
0
0
41
0
9927_72251
3
4
1,229
0
0
181
0
0
1,500
bus_only
1,830
1,229
420
2
418
502.6
9,705.3
9,202.7
0
0
1
0
0
0
41
0
9927_72410
0
12
1,158
0
0
243
0
0
1,500
bus_only
1,416
1,158
15
2
13
17.1
7,828
7,811
0
0
1
0
0
64
65
0.984615
9927_72410
1
12
275
510
0
473
128
2
1,550
bus+train
1,401
785
143
2
13
169.7
7,398.4
1,555.3
5,673.4
0
1
1
0
0
65
0
9927_72410
2
12
1,174
0
0
350
0
0
1,500
bus_only
1,670
1,174
146
2
144
174.3
8,093.1
7,918.8
0
0
1
0
0
1
65
0.015385
9927_72410
3
12
1,394
0
0
243
0
0
1,500
bus_only
1,939
1,394
302
2
300
361.1
9,563.8
9,202.7
0
0
1
0
0
0
65
0
9927_72410
4
12
1,230
0
0
303
0
0
1,500
bus_only
1,931
1,230
398
2
396
475.4
8,658.4
8,183
0
0
1
0
0
0
65
0
9927_72410
5
12
232
510
0
435
128
2
1,550
bus+train
1,569
742
392
2
262
469
7,683
1,540.7
5,673.4
0
1
1
0
0
65
0
9927_72410
6
12
230
510
0
428
136
2
1,550
bus+train
1,568
740
400
2
262
478.4
7,691.3
1,539.5
5,673.4
0
1
1
0
0
65
0
9927_72410
7
12
176
660
0
450
113
2
1,550
bus+train
1,730
836
444
2
329
530.7
8,497
1,111.4
6,854.9
0
1
1
0
0
65
0
9927_72410
8
12
1,462
0
0
303
0
0
1,500
bus_only
2,308
1,462
543
2
541
650.8
10,277.4
9,626.5
0
0
1
0
0
0
65
0
9927_72410
9
12
317
510
0
417
158
2
1,550
bus+train
1,723
827
479
2
319
573.2
7,549.2
1,302.6
5,673.4
0
1
1
0
0
65
0
9927_72410
10
12
220
510
0
533
128
2
1,550
bus+train
1,919
730
656
2
526
785.6
7,525.4
1,066.5
5,673.4
0
1
1
0
0
65
0
9927_72410
11
12
162
510
0
459
289
2
1,550
bus+train
1,836
672
705
2
414
844.5
7,431.4
913.5
5,673.4
0
1
1
0
0
65
0
9927_72411
0
5
1,135
0
0
193
0
0
1,500
bus_only
1,331
1,135
3
2
1
3
8,186
8,183
0
0
1
0
0
44
69
0.637681
9927_72411
1
5
1,049
0
0
193
0
0
1,500
bus_only
1,664
1,049
422
2
420
505.1
8,316
7,811
0
0
1
0
0
0
69
0
9927_72411
2
5
1,056
0
0
371
0
0
1,500
bus_only
1,717
1,056
290
2
288
347.4
8,266.3
7,918.8
0
0
1
0
0
25
69
0.362319
9927_72411
3
5
1,153
0
0
371
0
0
1,500
bus_only
1,942
1,153
418
2
416
500.5
9,044.1
8,543.6
0
0
1
0
0
0
69
0
9927_72411
4
5
1,198
0
0
253
0
0
1,500
bus_only
2,054
1,198
603
2
601
721.6
9,351.7
8,630.1
0
0
1
0
0
0
69
0
9927_75927
0
13
485
0
0
227
0
1
1,500
bus_only
715
485
3
2
1
2.8
3,009.8
3,007
0
0
1
0
0
15
16
0.9375
9927_75927
1
13
447
0
0
227
0
1
1,500
bus_only
998
447
324
2
322
388
3,108.9
2,720.8
0
0
1
0
0
0
16
0
9927_75927
2
13
853
0
0
271
0
1
1,500
bus_only
1,310
853
186
2
184
222.1
7,698.9
7,476.8
0
0
1
0
0
0
16
0
9927_75927
3
13
657
0
0
273
39
1
1,500
bus_only
1,273
657
343
2
302
410
3,725.6
3,315.6
0
0
1
0
0
0
16
0
9927_75927
4
13
494
0
0
392
0
1
1,500
bus_only
1,243
494
357
2
355
427.7
3,758.1
3,330.3
0
0
1
0
0
1
16
0.0625
9927_75927
5
13
580
0
0
334
31
1
1,500
bus_only
1,290
580
376
2
343
450.1
5,346.4
4,896.4
0
0
1
0
0
0
16
0
9927_75927
6
13
709
0
0
273
39
1
1,500
bus_only
1,419
709
437
2
396
523.5
3,992.7
3,469.2
0
0
1
0
0
0
16
0
9927_75927
7
13
613
0
0
273
39
1
1,500
bus_only
1,341
613
455
2
414
544.8
3,742.2
3,197.4
0
0
1
0
0
0
16
0
9927_75927
8
13
560
0
0
273
39
1
1,500
bus_only
1,296
560
463
2
422
554
3,616.6
3,062.6
0
0
1
0
0
0
16
0
9927_75927
9
13
543
0
0
334
31
1
1,500
bus_only
1,374
543
497
2
464
595.6
5,146
4,550.4
0
0
1
0
0
0
16
0
9927_75927
10
13
477
0
0
265
199
1
1,500
bus_only
1,286
477
544
2
343
651.6
4,853.8
4,202.2
0
0
1
0
0
0
16
0
9927_75927
11
13
762
0
0
273
39
1
1,500
bus_only
1,615
762
580
2
539
694.2
4,308.3
3,614.1
0
0
1
0
0
0
16
0
9927_75927
12
13
440
0
0
265
199
1
1,500
bus_only
1,370
440
665
2
464
797.2
4,653.4
3,856.2
0
0
1
0
0
0
16
0
9927_8001032
0
7
167
0
0
90
0
0
1,500
bus_only
260
167
3
2
1
2.8
1,116
1,113.2
0
0
1
0
0
43
66
0.651515
9927_8001032
1
7
183
0
0
97
0
0
1,500
bus_only
584
183
304
2
302
364
1,742.5
1,378.5
0
0
1
0
0
0
66
0
9927_8001032
2
7
361
0
0
422
0
0
1,500
bus_only
952
361
169
2
167
202.3
2,050.3
1,848
0
0
1
0
0
23
66
0.348485
9927_8001032
3
7
424
0
0
482
0
0
1,500
bus_only
1,190
424
284
2
282
339.8
2,591.4
2,251.6
0
0
1
0
0
0
66
0
9927_8001032
4
7
119
0
0
150
0
0
1,500
bus_only
667
119
398
2
396
476.6
1,199.4
722.8
0
0
1
0
0
0
66
0
9927_8001032
5
7
247
0
0
90
0
0
1,500
bus_only
818
247
481
2
479
576.2
2,114.8
1,538.6
0
0
1
0
0
0
66
0
9927_8001032
6
7
276
0
0
90
0
0
1,500
bus_only
844
276
478
2
476
573.3
2,145.5
1,572.2
0
0
1
0
0
0
66
0
9927_8001612
0
4
116
0
0
57
0
0
1,500
bus_only
182
116
9
2
7
9.8
728.7
719
0
0
1
0
0
269
269
1
9927_8001612
1
4
118
0
0
50
0
0
1,500
bus_only
469
118
301
2
299
360.8
1,083.6
722.8
0
0
1
0
0
0
269
0
9927_8001612
2
4
71
0
0
110
0
0
1,500
bus_only
550
71
369
2
367
441.9
799.7
357.8
0
0
1
0
0
0
269
0
9927_8001612
3
4
395
0
0
461
0
0
1,500
bus_only
1,318
395
462
2
460
553.1
2,804.7
2,251.6
0
0
1
0
0
0
269
0
9927_8001613
0
4
174
0
0
52
0
0
1,500
bus_only
229
174
3
2
1
3.1
1,296
1,292.8
0
0
1
0
0
117
117
1
9927_8001613
1
4
505
0
0
548
0
1
1,500
bus_only
1,535
505
482
2
480
577.7
2,296.2
1,718.5
0
0
1
0
0
0
117
0
9927_8001613
2
4
262
0
0
166
0
0
1,500
bus_only
1,711
262
1,283
402
881
1,537.4
2,218.2
680.9
0
0
1
0
0
0
117
0
9927_8001613
3
4
492
0
0
166
0
0
1,500
bus_only
2,039
492
1,381
402
979
1,654.5
3,102.4
1,447.8
0
0
1
0
0
0
117
0
9927_8002240
0
3
872
0
0
235
0
1
1,500
bus_only
1,110
872
3
2
1
3
5,262.6
5,259.6
0
0
1
0
0
15
15
1
9927_8002240
1
3
2,541
0
0
681
0
3
1,600
bus_only
4,067
2,541
845
2
843
1,012.1
20,720.3
19,708.1
0
0
1
0
0
0
15
0
9927_8002240
2
3
1,788
0
0
539
174
1
1,500
bus_only
3,419
1,788
1,092
120
798
1,307.3
12,396.7
11,089.4
0
0
1
0
0
0
15
0
9927_8003065
0
6
694
0
0
347
0
0
1,500
bus_only
1,044
694
3
2
1
2.8
5,242.1
5,239.3
0
0
1
0
0
13
13
1
9927_8003065
1
6
611
0
0
347
0
0
1,500
bus_only
1,235
611
277
2
275
331.1
5,326.7
4,995.6
0
0
1
0
0
0
13
0
9927_8003065
2
6
644
0
0
468
0
0
1,500
bus_only
1,423
644
311
2
309
371.9
5,504.6
5,132.7
0
0
1
0
0
0
13
0
9927_8003065
3
6
575
0
0
407
0
0
1,500
bus_only
1,345
575
363
2
361
434.5
5,243.5
4,809
0
0
1
0
0
0
13
0
9927_8003065
4
6
750
0
0
347
0
0
1,500
bus_only
1,471
750
374
2
372
447.9
6,017.3
5,569.3
0
0
1
0
0
0
13
0
9927_8003065
5
6
674
0
0
408
0
0
1,500
bus_only
1,594
674
512
2
510
613.6
6,070.5
5,457
0
0
1
0
0
0
13
0
9927_8300554
0
7
279
0
0
199
0
0
1,500
bus_only
481
279
3
2
1
3.1
1,541.7
1,538.6
0
0
1
0
0
54
89
0.606742
9927_8300554
1
7
206
0
0
135
0
0
1,500
bus_only
381
206
40
2
38
46.8
1,583.6
1,536.8
0
0
1
0
0
0
89
0
9927_8300554
2
7
180
0
0
135
0
0
1,500
bus_only
495
180
180
2
178
214.8
1,593.3
1,378.5
0
0
1
0
0
0
89
0
9927_8300554
3
7
312
0
0
425
0
0
1,500
bus_only
1,016
312
279
2
277
333.7
2,117.9
1,784.2
0
0
1
0
0
35
89
0.393258
9927_8300554
4
7
380
0
0
199
0
0
1,500
bus_only
897
380
318
2
316
380.7
2,228.7
1,848
0
0
1
0
0
0
89
0
9927_8300554
5
7
167
0
0
199
0
0
1,500
bus_only
847
167
481
2
479
576.7
1,689.9
1,113.2
0
0
1
0
0
0
89
0
9927_8300554
6
7
220
0
0
521
0
0
1,500
bus_only
1,304
220
563
2
561
675.2
2,704.1
2,028.9
0
0
1
0
0
0
89
0
9927_8501093
0
6
295
0
0
60
0
0
1,500
bus_only
363
295
8
2
6
9
2,031.3
2,022.3
0
0
1
0
0
100
134
0.746269
9927_8501093
1
6
240
0
0
107
0
0
1,500
bus_only
358
240
11
2
9
12.3
2,025.4
2,013.1
0
0
1
0
0
33
134
0.246269
9927_8501093
2
6
351
0
0
116
0
0
1,500
bus_only
943
351
476
2
474
569.3
3,015
2,445.7
0
0
1
0
0
0
134
0
9927_8501093
3
6
510
0
0
154
0
1
1,500
bus_only
1,009
510
345
2
343
412.9
2,131.4
1,718.5
0
0
1
0
0
1
134
0.007463
9927_8501093
4
6
407
0
0
240
0
1
1,500
bus_only
1,127
407
480
120
360
575
3,815.1
3,240
0
0
1
0
0
0
134
0
9927_8501093
5
6
398
0
0
136
0
0
1,500
bus_only
1,679
398
1,145
293
852
1,371.6
4,490.4
3,118.7
0
0
1
0
0
0
134
0
9927_8501165
0
6
217
0
0
276
0
0
1,500
bus_only
496
217
3
2
1
2.6
2,031.5
2,028.9
0
0
1
0
0
13
34
0.382353
9927_8501165
1
6
203
0
0
210
0
0
1,500
bus_only
969
203
556
2
554
666.4
2,203.2
1,536.8
0
0
1
0
0
0
34
0
9927_8501165
2
6
291
0
0
578
0
0
1,500
bus_only
1,171
291
302
2
300
360.4
2,144.6
1,784.2
0
0
1
0
0
0
34
0
9927_8501165
3
6
269
0
0
458
0
0
1,500
bus_only
1,185
269
458
2
456
548.5
2,981.9
2,433.4
0
0
1
0
0
21
34
0.617647
9927_8501165
4
6
416
0
0
458
0
0
1,500
bus_only
1,375
416
501
2
499
600.9
3,951.7
3,350.8
0
0
1
0
0
0
34
0
9927_8501165
5
6
258
0
0
292
0
0
1,500
bus_only
1,104
258
554
2
552
663.2
2,201.8
1,538.6
0
0
1
0
0
0
34
0
9927_8501263
0
9
657
0
0
503
0
1
1,500
bus_only
1,190
657
30
2
28
35.5
3,809.5
3,774
0
0
1
0
0
5
168
0.029762
9927_8501263
1
9
593
0
0
226
38
2
1,500
bus_only
894
593
75
2
35
88.5
4,096.4
4,007.9
0
0
1
0
0
0
168
0
9927_8501263
2
9
602
0
0
550
0
0
1,500
bus_only
1,263
602
111
2
109
132.2
3,833.4
3,701.2
0
0
1
0
0
163
168
0.970238