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
9912_9699
6
9
285
0
0
122
0
0
1,500
bus_only
1,064
285
657
294
363
786.7
2,139.2
1,352.4
0
0
1
0
0
0
31
0.111111
9912_9699
7
9
555
0
0
740
0
1
1,500
bus_only
1,771
555
476
9
467
570.8
2,563.7
1,992.8
0
0
1
0
0
0
31
0.111111
9912_9699
8
9
369
0
0
122
0
0
1,500
bus_only
1,252
369
761
294
467
912.2
2,525.4
1,613.1
0
0
1
0
0
0
31
0.111111
9912_9758
0
3
266
0
0
119
0
0
1,500
bus_only
396
266
11
3
8
12
1,230.9
1,218.8
0
0
1
0
0
43
43
1
9912_9758
1
3
162
0
0
59
0
0
1,500
bus_only
668
162
447
3
444
535.8
1,367.5
831.7
0
0
1
0
0
0
43
0
9912_9758
2
3
400
0
0
59
0
0
1,500
bus_only
876
400
417
3
414
499.2
2,092.5
1,593.3
0
0
1
0
0
0
43
0
9912_9847
0
3
143
0
0
46
0
0
1,500
bus_only
207
143
18
9
9
20.2
546.7
526.5
0
0
1
0
0
32
32
1
9912_9847
1
3
292
0
0
46
0
0
1,500
bus_only
717
292
379
9
370
453.9
1,303.5
849.6
0
0
1
0
0
0
32
0
9912_9847
2
3
277
0
0
183
0
0
1,500
bus_only
832
277
372
9
363
444.6
1,288.9
844.3
0
0
1
0
0
0
32
0
9914_14495
0
13
332
0
0
167
0
0
1,500
bus_only
509
332
10
6
4
11.6
978.9
967.2
0
0
1
0
0
32
32
1
9914_14495
1
13
207
0
0
163
0
0
1,500
bus_only
424
207
54
12
42
63.3
982.7
919.4
0
0
1
0
0
0
32
0
9914_14495
2
13
371
0
0
167
0
0
1,500
bus_only
782
371
244
6
238
291.7
1,467.2
1,175.5
0
0
1
0
0
0
32
0
9914_14495
3
13
232
0
0
366
0
1
1,500
bus_only
780
232
182
12
170
217.3
1,133.2
915.8
0
0
1
0
0
0
32
0
9914_14495
4
13
141
0
0
163
0
0
1,500
bus_only
658
141
354
12
342
423.5
1,075.8
652.2
0
0
1
0
0
0
32
0
9914_14495
5
13
295
0
0
366
0
1
1,500
bus_only
962
295
301
12
289
360
1,388.6
1,028.6
0
0
1
0
0
0
32
0
9914_14495
6
13
284
0
0
163
0
0
1,500
bus_only
877
284
430
12
418
514.5
1,840.6
1,326.2
0
0
1
0
0
0
32
0
9914_14495
7
13
748
0
0
536
0
0
1,500
bus_only
1,616
748
332
43
289
396.6
2,359.1
1,962.6
0
0
1
0
0
0
32
0
9914_14495
8
13
463
0
0
892
0
0
1,500
bus_only
1,689
463
334
12
322
399.9
2,072
1,672.1
0
0
1
0
0
0
32
0
9914_14495
9
13
364
0
0
366
0
1
1,500
bus_only
1,167
364
437
12
425
523.2
1,712
1,188.8
0
0
1
0
0
0
32
0
9914_14495
10
13
817
0
0
536
0
0
1,500
bus_only
1,821
817
468
43
425
559.8
2,682.6
2,122.8
0
0
1
0
0
0
32
0
9914_14495
11
13
427
0
0
892
0
0
1,500
bus_only
1,781
427
462
12
450
553.6
2,109.7
1,556.1
0
0
1
0
0
0
32
0
9914_14495
12
13
645
0
0
892
0
0
1,500
bus_only
1,976
645
439
12
427
525.2
2,867.1
2,341.9
0
0
1
0
0
0
32
0
9914_8002269
0
17
1,021
0
0
307
0
0
1,500
bus_only
1,350
1,021
22
12
10
25.4
3,551.6
3,526.3
0
0
1
0
0
0
16
0
9914_8002269
1
17
548
0
0
189
0
2
1,500
bus_only
980
548
243
43
200
290.3
3,346.8
3,056.5
0
0
1
0
0
0
16
0
9914_8002269
2
17
897
0
0
102
0
0
1,500
bus_only
1,163
897
164
12
152
195.6
3,298.4
3,102.8
0
0
1
0
0
0
16
0
9914_8002269
3
17
1,160
0
0
173
0
1
1,500
bus_only
1,484
1,160
151
12
139
180.2
3,910.2
3,730
0
0
1
0
0
0
16
0
9914_8002269
4
17
792
0
0
198
0
1
1,500
bus_only
1,153
792
163
43
120
193.5
3,384.6
3,191.1
0
0
1
0
0
0
16
0
9914_8002269
5
17
666
0
0
198
0
1
1,500
bus_only
1,059
666
195
43
152
232.2
3,288.8
3,056.5
0
0
1
0
0
0
16
0
9914_8002269
6
17
1,240
0
0
361
0
0
1,500
bus_only
1,770
1,240
169
6
163
201.1
4,738.5
4,537.5
0
0
1
0
0
16
16
1
9914_8002269
7
17
927
0
0
611
0
0
1,500
bus_only
1,708
927
170
12
158
202.4
4,538
4,335.7
0
0
1
0
0
0
16
0
9914_8002269
8
17
1,031
0
0
102
0
0
1,500
bus_only
1,383
1,031
250
12
238
297.6
3,524
3,226.3
0
0
1
0
0
0
16
0
9914_8002269
9
17
924
0
0
367
0
0
1,500
bus_only
1,627
924
336
12
324
401.9
3,615.4
3,213.5
0
0
1
0
0
0
16
0
9914_8002269
10
17
650
0
0
249
0
2
1,500
bus_only
1,193
650
294
43
251
350.2
3,530.3
3,180.1
0
0
1
0
0
0
16
0
9914_8002269
11
17
1,257
0
0
173
0
1
1,500
bus_only
1,828
1,257
398
12
386
475.9
4,444.7
3,968.8
0
0
1
0
0
0
16
0
9914_8002269
12
17
535
0
0
141
0
1
1,500
bus_only
1,168
535
492
43
449
588.6
4,122.6
3,534
0
0
1
0
0
0
16
0
9914_8002269
13
17
1,311
0
0
361
0
0
1,500
bus_only
2,132
1,311
460
6
454
550.5
5,442.5
4,892
0
0
1
0
0
0
16
0
9914_8002269
14
17
1,002
0
0
611
0
0
1,500
bus_only
2,074
1,002
461
12
449
552
5,242.2
4,690.2
0
0
1
0
0
0
16
0
9914_8002269
15
17
590
0
0
333
0
0
1,500
bus_only
1,744
590
821
372
449
984.3
4,214.5
3,230.2
0
0
1
0
0
0
16
0
9914_8002269
16
17
796
0
0
172
0
0
1,500
bus_only
1,796
796
828
374
454
991.5
4,236.3
3,244.8
0
0
1
0
0
0
16
0
9914_8002275
0
13
351
0
0
69
0
0
1,500
bus_only
437
351
17
12
5
19
1,182.7
1,163.7
0
0
1
0
0
24
58
0.413793
9914_8002275
1
13
306
0
0
69
0
0
1,500
bus_only
661
306
286
12
274
341.9
1,261.3
919.4
0
0
1
0
0
0
58
0
9914_8002275
2
13
326
0
0
292
0
0
1,500
bus_only
854
326
236
6
230
282.3
1,249.6
967.2
0
0
1
0
0
34
58
0.586207
9914_8002275
3
13
284
0
0
463
0
0
1,500
bus_only
973
284
226
12
214
269.9
1,596.1
1,326.2
0
0
1
0
0
0
58
0
9914_8002275
4
13
282
0
0
363
0
1
1,500
bus_only
871
282
226
12
214
269.9
1,518.1
1,248.1
0
0
1
0
0
0
58
0
9914_8002275
5
13
433
0
0
129
0
0
1,500
bus_only
945
433
383
12
371
457.6
1,960.9
1,503.4
0
0
1
0
0
0
58
0
9914_8002275
6
13
684
0
0
77
0
0
1,500
bus_only
1,152
684
391
43
348
467.9
2,317.7
1,849.8
0
0
1
0
0
0
58
0
9914_8002275
7
13
328
0
0
523
0
0
1,500
bus_only
1,271
328
420
12
408
502.3
2,026.4
1,524.1
0
0
1
0
0
0
58
0
9914_8002275
8
13
731
0
0
77
0
0
1,500
bus_only
1,273
731
465
43
422
556.3
2,518.8
1,962.6
0
0
1
0
0
0
58
0
9914_8002275
9
13
314
0
0
423
0
1
1,500
bus_only
1,157
314
420
12
408
502.3
1,948.4
1,446.1
0
0
1
0
0
0
58
0
9914_8002275
10
13
714
0
0
607
0
1
1,500
bus_only
1,695
714
374
43
331
446.6
3,013.2
2,566.6
0
0
1
0
0
0
58
0
9914_8002275
11
13
192
0
0
351
0
0
1,500
bus_only
1,131
192
588
12
576
703.6
1,635.3
931.7
0
0
1
0
0
0
58
0
9914_8002275
12
13
251
0
0
191
0
0
1,500
bus_only
1,105
251
663
247
416
794.8
2,025.2
1,230.5
0
0
1
0
0
0
58
0
9914_8501560
0
12
1,107
0
0
162
0
1
1,500
bus_only
1,287
1,107
18
12
6
20.8
5,467.1
5,446.4
0
0
1
0
0
0
17
0
9914_8501560
1
12
1,069
0
0
171
0
0
1,500
bus_only
1,622
1,069
382
374
8
457.1
4,761.8
4,304.7
0
0
1
0
0
0
17
0
9914_8501560
2
12
1,586
0
0
397
0
0
1,500
bus_only
1,997
1,586
14
6
8
16.1
5,968
5,952
0
0
1
0
0
17
17
1
9914_8501560
3
12
1,666
0
0
465
0
1
1,500
bus_only
2,325
1,666
194
12
182
231.2
5,489.4
5,258.2
0
0
1
0
0
0
17
0
9914_8501560
4
12
1,550
0
0
474
0
1
1,500
bus_only
2,249
1,550
225
43
182
267.8
4,975.3
4,707.5
0
0
1
0
0
0
17
0
9914_8501560
5
12
1,099
0
0
1,118
0
0
1,500
bus_only
2,475
1,099
258
12
246
307.6
6,091.9
5,784.3
0
0
1
0
0
0
17
0
9914_8501560
6
12
1,143
0
0
1,058
0
0
1,500
bus_only
2,683
1,143
482
12
470
577.8
6,555.5
5,977.7
0
0
1
0
0
0
17
0
9914_8501560
7
12
1,165
0
0
222
0
1
1,500
bus_only
1,945
1,165
558
12
546
667.2
6,611.3
5,944.1
0
0
1
0
0
0
17
0
9914_8501560
8
12
1,570
0
0
465
0
1
1,500
bus_only
2,504
1,570
469
12
457
561.9
5,575.1
5,013.2
0
0
1
0
0
0
17
0
9914_8501560
9
12
1,423
0
0
474
0
1
1,500
bus_only
2,397
1,423
500
43
457
598.4
5,060.9
4,462.5
0
0
1
0
0
0
17
0
9914_8501560
10
12
1,654
0
0
457
0
0
1,500
bus_only
2,664
1,654
553
6
547
662.4
7,111.5
6,449.1
0
0
1
0
0
0
17
0
9914_8501560
11
12
1,369
0
0
259
0
0
1,500
bus_only
2,409
1,369
781
372
409
936.1
5,094.8
4,158.7
0
0
1
0
0
0
17
0
9914_9572
0
11
617
0
0
122
0
0
1,500
bus_only
805
617
66
6
60
78.7
2,089.3
2,010.6
0
0
1
0
0
22
22
1
9914_9572
1
11
547
0
0
62
0
0
1,500
bus_only
737
547
128
6
122
152.8
2,001.8
1,848.9
0
0
1
0
0
0
22
0
9914_9572
2
11
682
0
0
122
0
0
1,500
bus_only
1,186
682
382
6
376
456.9
2,764.2
2,307.3
0
0
1
0
0
0
22
0
9914_9572
3
11
1,445
0
0
309
0
1
1,500
bus_only
2,106
1,445
352
12
340
421.5
4,558.6
4,137.1
0
0
1
0
0
0
22
0
9914_9572
4
11
813
0
0
115
0
0
1,500
bus_only
1,316
813
388
12
376
464.5
2,747.9
2,283.3
0
0
1
0
0
0
22
0
9914_9572
5
11
471
0
0
62
0
0
1,500
bus_only
1,032
471
499
6
493
598.3
2,117.3
1,519
0
0
1
0
0
0
22
0
9914_9572
6
11
1,396
0
0
309
0
1
1,500
bus_only
2,102
1,396
397
12
385
474.7
4,490.2
4,015.4
0
0
1
0
0
0
22
0
9914_9572
7
11
992
0
0
265
0
1
1,500
bus_only
1,717
992
460
43
417
550.1
4,010.8
3,460.7
0
0
1
0
0
0
22
0
9914_9572
8
11
889
0
0
309
0
1
1,500
bus_only
1,675
889
477
12
465
571.6
2,968.3
2,396.6
0
0
1
0
0
0
22
0
9914_9572
9
11
1,521
0
0
309
0
1
1,500
bus_only
2,244
1,521
414
12
402
496
4,925.8
4,429.8
0
0
1
0
0
0
22
0
9914_9572
10
11
1,005
0
0
1,196
0
0
1,500
bus_only
2,678
1,005
477
12
465
571.6
4,276.5
3,704.9
0
0
1
0
0
0
22
0
9914_9586
0
16
758
0
0
360
0
0
1,500
bus_only
1,126
758
8
6
2
9
2,316.3
2,307.3
0
0
1
0
0
14
20
1
9914_9586
1
16
837
0
0
102
0
0
1,500
bus_only
991
837
52
12
40
61.2
2,327.5
2,266.3
0
0
1
0
0
0
20
0
9914_9586
2
16
1,103
0
0
455
0
0
1,500
bus_only
1,717
1,103
159
12
147
190.2
4,283.9
4,093.7
0
0
1
0
0
0
20
0
9914_9586
3
16
619
0
0
294
52
1
1,500
bus_only
1,044
619
131
12
67
156
2,456.5
2,300.5
0
0
1
0
0
0
20
0
9914_9586
4
16
877
0
0
396
0
1
1,500
bus_only
1,432
877
159
12
147
190.2
2,680.9
2,490.7
0
0
1
0
0
0
20
0
9914_9586
5
16
1,305
0
0
345
0
0
1,500
bus_only
1,895
1,305
245
12
233
292.4
3,823.8
3,531.4
0
0
1
0
0
0
20
0
9914_9586
6
16
706
0
0
194
0
0
1,500
bus_only
1,259
706
359
12
347
428.9
2,416.4
1,987.4
0
0
1
0
0
0
20
0
9914_9586
7
16
883
0
0
345
0
0
1,500
bus_only
1,552
883
324
12
312
387.7
2,671
2,283.3
0
0
1
0
0
0
20
0
9914_9586
8
16
1,005
0
0
455
0
0
1,500
bus_only
1,813
1,005
353
12
341
422.4
4,127.3
3,704.9
0
0
1
0
0
0
20
0
9914_9586
9
16
779
0
0
396
0
1
1,500
bus_only
1,528
779
353
12
341
422.4
2,524.3
2,101.9
0
0
1
0
0
0
20
0
9914_9586
10
16
553
0
0
294
52
1
1,500
bus_only
1,252
553
405
12
341
484.8
2,498.5
2,013.7
0
0
1
0
0
0
20
0
9914_9586
11
16
658
0
0
157
0
0
1,500
bus_only
1,330
658
515
12
503
616.2
2,428.3
1,812.1
0
0
1
0
0
0
20
0
9914_9586
12
16
963
0
0
396
0
1
1,500
bus_only
1,739
963
380
12
368
454.5
3,153.7
2,699.2
0
0
1
0
0
0
20
0
9914_9586
13
16
1,238
0
0
405
0
0
1,500
bus_only
2,096
1,238
453
12
441
541.4
3,858.1
3,316.6
0
0
1
0
0
0
20
0
9914_9586
14
16
960
0
0
102
0
0
1,500
bus_only
1,621
960
559
12
547
669.9
3,457
2,787.1
0
0
1
0
0
0
20
0
9914_9586
15
16
1,286
0
0
396
0
1
1,500
bus_only
2,213
1,286
531
12
519
636.1
4,356.8
3,720.7
0
0
1
0
0
0
20
0
9914_9591
0
15
586
0
0
42
0
0
1,500
bus_only
642
586
14
6
8
16.1
1,865.1
1,848.9
0
0
1
0
0
25
25
1
9914_9591
1
15
521
0
0
77
0
0
1,500
bus_only
649
521
51
12
39
59.7
1,871.8
1,812.1
0
0
1
0
0
0
25
0
9914_9591
2
15
622
0
0
77
0
0
1,500
bus_only
871
622
172
12
160
204.9
2,192.3
1,987.4
0
0
1
0
0
0
25
0
9914_9591
3
15
662
0
0
102
0
0
1,500
bus_only
947
662
183
6
177
217.5
2,228.1
2,010.6
0
0
1
0
0
0
25
0
9914_9591
4
15
491
0
0
42
0
0
1,500
bus_only
917
491
384
6
378
460.3
1,979.3
1,519
0
0
1
0
0
0
25
0
9914_9591
5
15
433
0
0
77
0
0
1,500
bus_only
908
433
398
12
386
476.2
1,979.6
1,503.4
0
0
1
0
0
0
25
0
9914_9591
6
15
733
0
0
102
0
0
1,500
bus_only
1,302
733
467
6
461
558.3
2,865.6
2,307.3
0
0
1
0
0
0
25
0
9914_9591
7
15
1,248
0
0
130
0
1
1,500
bus_only
1,757
1,248
379
43
336
453.4
5,469.3
5,015.9
0
0
1
0
0
0
25
0
9914_9591
8
15
1,380
0
0
271
0
1
1,500
bus_only
2,043
1,380
392
12
380
469.2
4,604.2
4,135
0
0
1
0
0
0
25
0