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
9909_8001067
5
9
332
0
0
70
0
0
1,500
bus_only
788
332
386
6
380
462.7
1,522.9
1,060.1
0
0
1
0
0
0
54
0
9909_8001067
6
9
267
0
0
104
0
0
1,500
bus_only
761
267
390
12
378
467.3
1,518.2
1,050.9
0
0
1
0
0
0
54
0
9909_8001067
7
9
308
0
0
511
0
0
1,500
bus_only
1,174
308
355
12
343
424.8
1,629.5
1,204.7
0
0
1
0
0
0
54
0
9909_8001067
8
9
176
0
0
167
0
0
1,500
bus_only
1,137
176
794
344
450
952.4
1,708.1
755.7
0
0
1
0
0
0
54
0
9909_8001786
0
7
130
0
0
46
0
0
1,500
bus_only
186
130
10
6
4
11.5
604.6
593.1
0
0
1
0
0
32
73
0.438356
9909_8001786
1
7
112
0
0
72
0
0
1,500
bus_only
212
112
28
12
16
31.9
622
590.1
0
0
1
0
0
41
73
0.561644
9909_8001786
2
7
207
0
0
46
0
0
1,500
bus_only
478
207
225
6
219
268.8
1,053.1
784.2
0
0
1
0
0
0
73
0
9909_8001786
3
7
68
0
0
72
0
0
1,500
bus_only
419
68
279
12
267
333.7
674
340.3
0
0
1
0
0
0
73
0
9909_8001786
4
7
81
0
0
106
0
0
1,500
bus_only
467
81
280
6
274
334.8
682.7
347.8
0
0
1
0
0
0
73
0
9909_8001786
5
7
189
0
0
132
0
0
1,500
bus_only
692
189
371
12
359
442.8
1,346.7
903.9
0
0
1
0
0
0
73
0
9909_8001786
6
7
1,106
0
0
300
0
1
1,500
bus_only
1,788
1,106
382
6
376
457
3,564.5
3,107.5
0
0
1
0
0
0
73
0
9909_8001787
0
5
421
0
0
461
0
0
1,500
bus_only
912
421
30
12
18
35.2
2,266.6
2,231.3
0
0
1
0
0
32
32
1
9909_8001787
1
5
489
0
0
401
0
0
1,500
bus_only
1,275
489
385
12
373
460.3
3,006.9
2,546.5
0
0
1
0
0
0
32
0
9909_8001787
2
5
870
0
0
956
0
0
1,500
bus_only
2,074
870
248
6
242
296.7
3,119.1
2,822.4
0
0
1
0
0
0
32
0
9909_8001787
3
5
761
0
0
956
0
0
1,500
bus_only
2,076
761
359
6
353
429.9
2,882.5
2,452.6
0
0
1
0
0
0
32
0
9909_8001787
4
5
937
0
0
956
0
0
1,500
bus_only
2,403
937
510
6
504
610.5
3,680.5
3,070
0
0
1
0
0
0
32
0
9909_8002275
0
15
670
0
0
163
0
0
1,500
bus_only
852
670
19
12
7
21.6
2,248.1
2,226.4
0
0
1
0
0
13
13
1
9909_8002275
1
15
621
0
0
163
0
0
1,500
bus_only
1,026
621
242
12
230
289.3
2,307.5
2,018.1
0
0
1
0
0
0
13
0
9909_8002275
2
15
716
0
0
248
0
0
1,500
bus_only
1,244
716
280
6
274
334.9
2,314.4
1,979.5
0
0
1
0
0
0
13
0
9909_8002275
3
15
575
0
0
782
0
1
1,500
bus_only
1,577
575
220
6
214
262.9
2,553.8
2,290.9
0
0
1
0
0
0
13
0
9909_8002275
4
15
817
0
0
223
0
0
1,500
bus_only
1,427
817
387
12
375
462.3
3,032.1
2,569.8
0
0
1
0
0
0
13
0
9909_8002275
5
15
694
0
0
511
0
1
1,500
bus_only
1,559
694
354
6
348
424.3
2,400.2
1,976
0
0
1
0
0
0
13
0
9909_8002275
6
15
1,116
0
0
815
0
1
1,500
bus_only
2,210
1,116
279
6
273
334
4,837.7
4,503.7
0
0
1
0
0
0
13
0
9909_8002275
7
15
747
0
0
511
0
1
1,500
bus_only
1,686
747
428
6
422
512.6
2,601.3
2,088.7
0
0
1
0
0
0
13
0
9909_8002275
8
15
1,174
0
0
815
0
1
1,500
bus_only
2,326
1,174
337
6
331
403
5,134.3
4,731.4
0
0
1
0
0
0
13
0
9909_8002275
9
15
600
0
0
842
0
1
1,500
bus_only
1,856
600
414
6
408
495.3
2,984.1
2,488.8
0
0
1
0
0
0
13
0
9909_8002275
10
15
558
0
0
261
0
0
1,500
bus_only
1,401
558
582
6
576
696.6
2,688.4
1,991.8
0
0
1
0
0
0
13
0
9909_8002275
11
15
705
0
0
387
0
2
1,500
bus_only
1,541
705
449
6
443
537.6
3,269.8
2,732.2
0
0
1
0
0
0
13
0
9909_8002275
12
15
206
0
0
195
0
1
1,500
bus_only
1,083
206
682
408
274
816.8
1,856.1
1,039.3
0
0
1
0
0
0
13
0
9909_8002275
13
15
260
0
0
80
0
0
1,500
bus_only
1,096
260
756
408
348
906.1
1,941.9
1,035.8
0
0
1
0
0
0
13
0
9909_8002275
14
15
313
0
0
80
0
0
1,500
bus_only
1,223
313
830
408
422
994.5
2,143
1,148.5
0
0
1
0
0
0
13
0
9909_8501313
0
6
1,006
0
0
284
0
0
1,500
bus_only
1,306
1,006
16
12
4
17.6
4,676
4,658.5
0
0
1
0
0
14
14
1
9909_8501313
1
6
958
0
0
284
0
0
1,500
bus_only
1,567
958
325
12
313
388.6
4,771.4
4,382.8
0
0
1
0
0
0
14
0
9909_8501313
2
6
1,431
0
0
917
0
1
1,500
bus_only
2,646
1,431
298
6
292
356.8
7,638.2
7,281.4
0
0
1
0
0
0
14
0
9909_8501313
3
6
1,380
0
0
917
0
1
1,500
bus_only
2,782
1,380
485
6
479
581.3
7,619.1
7,037.8
0
0
1
0
0
0
14
0
9909_8501313
4
6
1,336
0
0
917
0
1
1,500
bus_only
2,808
1,336
555
6
549
664.7
7,509.1
6,844.4
0
0
1
0
0
0
14
0
9909_8501313
5
6
1,690
0
0
1,559
0
0
1,500
bus_only
3,789
1,690
540
6
534
647.3
5,719.4
5,072.1
0
0
1
0
0
0
14
0
9909_8501560
0
8
1,339
0
0
212
0
0
1,500
bus_only
1,571
1,339
20
12
8
23.1
5,231.7
5,208.6
0
0
1
0
0
17
17
1
9909_8501560
1
8
1,219
0
0
180
0
1
1,500
bus_only
1,411
1,219
12
6
6
13.8
5,227.9
5,214.2
0
0
1
0
0
0
17
0
9909_8501560
2
8
1,561
0
0
101
0
0
1,500
bus_only
1,850
1,561
188
6
182
224.2
5,541.2
5,317
0
0
1
0
0
0
17
0
9909_8501560
3
8
1,341
0
0
209
0
1
1,500
bus_only
1,802
1,341
252
6
246
300.6
7,145
6,844.4
0
0
1
0
0
0
17
0
9909_8501560
4
8
1,462
0
0
161
0
0
1,500
bus_only
2,038
1,462
415
6
409
496.8
5,568.8
5,072.1
0
0
1
0
0
0
17
0
9909_8501560
5
8
1,385
0
0
149
0
1
1,500
bus_only
2,010
1,385
476
6
470
570.8
7,608.6
7,037.8
0
0
1
0
0
0
17
0
9909_8501560
6
8
1,407
0
0
272
0
0
1,500
bus_only
2,238
1,407
559
12
547
669.4
6,375.2
5,705.8
0
0
1
0
0
0
17
0
9909_8501560
7
8
1,320
0
0
240
0
1
1,500
bus_only
2,112
1,320
552
6
546
660.2
6,372.1
5,711.9
0
0
1
0
0
0
17
0
9909_9806
0
12
714
0
0
420
0
0
1,500
bus_only
1,177
714
43
6
37
49.6
2,419.5
2,370
0
0
1
0
0
0
32
0
9909_9806
1
12
599
0
0
262
22
1
1,500
bus_only
937
599
76
12
42
89.9
2,506.7
2,416.8
0
0
1
0
0
0
32
0
9909_9806
2
12
816
0
0
360
0
0
1,500
bus_only
1,453
816
277
6
271
331.9
2,964.6
2,632.7
0
0
1
0
0
0
32
0
9909_9806
3
12
680
0
0
262
22
1
1,500
bus_only
1,247
680
305
12
271
365.2
3,044.7
2,679.6
0
0
1
0
0
0
32
0
9909_9806
4
12
792
0
0
313
0
0
1,500
bus_only
1,457
792
352
6
346
421.5
2,909.1
2,487.6
0
0
1
0
0
0
32
0
9909_9806
5
12
178
240
0
400
107
1
1,550
bus+train
1,202
418
384
6
271
459.1
3,054.1
784.2
1,810.7
0
1
1
0
0
32
0
9909_9806
6
12
561
0
0
420
0
0
1,500
bus_only
1,443
561
462
6
456
553.2
2,545
1,991.8
0
0
1
0
0
0
32
0
9909_9806
7
12
441
0
0
322
22
1
1,500
bus_only
1,253
441
490
12
456
586.4
2,625.1
2,038.7
0
0
1
0
0
0
32
0
9909_9806
8
12
737
0
0
313
0
0
1,500
bus_only
1,558
737
508
6
502
608.4
2,937.4
2,329
0
0
1
0
0
0
32
0
9909_9806
9
12
735
0
0
597
0
0
1,500
bus_only
1,821
735
489
12
477
585.8
3,413
2,827.2
0
0
1
0
0
32
32
1
9909_9806
10
12
542
0
0
426
0
1
1,500
bus_only
1,465
542
497
6
491
594.7
3,083.5
2,488.8
0
0
1
0
0
0
32
0
9909_9806
11
12
783
0
0
1,299
0
1
1,500
bus_only
2,424
783
342
6
336
408.9
3,287.7
2,878.9
0
0
1
0
0
0
32
0
9909_9824
0
25
523
0
0
138
0
0
1,500
bus_only
683
523
22
12
10
25.2
1,562.5
1,537.3
0
0
1
0
0
14
14
1
9909_9824
1
25
339
0
0
129
0
1
1,500
bus_only
483
339
15
6
9
17.6
1,554.1
1,536.6
0
0
1
0
0
0
14
0
9909_9824
2
25
687
0
0
79
0
0
1,500
bus_only
781
687
15
6
9
17.6
1,554.1
1,536.6
0
0
1
0
0
0
14
0
9909_9824
3
25
393
0
0
790
0
1
1,500
bus_only
1,382
393
199
6
193
238.3
1,828.5
1,590.2
0
0
1
0
0
0
14
0
9909_9824
4
25
578
0
0
138
0
0
1,500
bus_only
936
578
220
12
208
263.4
1,977.3
1,713.9
0
0
1
0
0
0
14
0
9909_9824
5
25
752
0
0
79
0
0
1,500
bus_only
1,043
752
212
6
206
254
1,966.3
1,712.3
0
0
1
0
0
0
14
0
9909_9824
6
25
381
0
0
129
0
1
1,500
bus_only
722
381
212
6
206
254
1,966.3
1,712.3
0
0
1
0
0
0
14
0
9909_9824
7
25
503
0
0
79
0
0
1,500
bus_only
876
503
294
6
288
351.8
1,627.5
1,275.7
0
0
1
0
0
0
14
0
9909_9824
8
25
364
0
0
198
0
0
1,500
bus_only
875
364
313
12
301
374.2
1,642.2
1,268
0
0
1
0
0
0
14
0
9909_9824
9
25
280
0
0
129
0
1
1,500
bus_only
703
280
294
6
288
351.8
1,627.5
1,275.7
0
0
1
0
0
0
14
0
9909_9824
10
25
246
0
0
53
0
0
1,500
bus_only
695
246
396
387
9
474.8
1,663.5
1,188.7
0
0
1
0
0
0
14
0
9909_9824
11
25
506
0
0
112
0
0
1,500
bus_only
1,025
506
407
6
401
487.6
1,866.5
1,378.9
0
0
1
0
0
0
14
0
9909_9824
12
25
904
0
0
238
0
2
1,500
bus_only
1,421
904
279
6
273
333.2
3,230.6
2,897.3
0
0
1
0
0
0
14
0
9909_9824
13
25
1,252
0
0
403
0
1
1,500
bus_only
1,934
1,252
279
6
273
333.2
3,230.6
2,897.3
0
0
1
0
0
0
14
0
9909_9824
14
25
439
0
0
790
0
1
1,500
bus_only
1,593
439
364
6
358
436.1
2,190
1,753.9
0
0
1
0
0
0
14
0
9909_9824
15
25
684
0
0
238
0
2
1,500
bus_only
1,318
684
396
6
390
474.4
2,867.2
2,392.7
0
0
1
0
0
0
14
0
9909_9824
16
25
1,032
0
0
403
0
1
1,500
bus_only
1,831
1,032
396
6
390
474.4
2,867.2
2,392.7
0
0
1
0
0
0
14
0
9909_9824
17
25
286
0
0
53
0
0
1,500
bus_only
932
286
593
387
206
711.2
2,075.7
1,364.5
0
0
1
0
0
0
14
0
9909_9824
18
25
93
0
0
164
0
0
1,500
bus_only
885
93
628
408
220
752.2
1,182.8
430.6
0
0
1
0
0
0
14
0
9909_9824
19
25
832
0
0
139
0
0
1,500
bus_only
1,526
832
555
6
549
664.8
2,644.4
1,979.5
0
0
1
0
0
0
14
0
9909_9824
20
25
636
0
0
198
0
0
1,500
bus_only
1,416
636
582
12
570
697.2
2,715.3
2,018.1
0
0
1
0
0
0
14
0
9909_9824
21
25
619
0
0
238
0
2
1,500
bus_only
1,313
619
456
6
450
546.8
2,795.7
2,248.9
0
0
1
0
0
0
14
0
9909_9824
22
25
967
0
0
403
0
1
1,500
bus_only
1,826
967
456
6
450
546.8
2,795.7
2,248.9
0
0
1
0
0
0
14
0
9909_9824
23
25
447
0
0
189
0
1
1,500
bus_only
1,191
447
555
6
549
664.8
2,644.4
1,979.5
0
0
1
0
0
0
14
0
9909_9824
24
25
490
0
0
238
0
2
1,500
bus_only
1,224
490
496
6
490
594
2,569.9
1,976
0
0
1
0
0
0
14
0
9909_9880
0
13
491
0
0
108
0
0
1,500
bus_only
622
491
23
6
17
26.6
1,302.3
1,275.7
0
0
1
0
0
28
28
1
9909_9880
1
13
368
0
0
108
0
0
1,500
bus_only
722
368
246
6
240
294.2
1,354.3
1,060.1
0
0
1
0
0
0
28
0
9909_9880
2
13
496
0
0
306
0
0
1,500
bus_only
999
496
197
6
191
235.6
1,614.6
1,378.9
0
0
1
0
0
0
28
0
9909_9880
3
13
370
0
0
383
0
0
1,500
bus_only
960
370
207
12
195
247.2
1,616.7
1,369.5
0
0
1
0
0
0
28
0
9909_9880
4
13
528
0
0
269
0
0
1,500
bus_only
1,047
528
250
6
244
299
1,642.8
1,343.9
0
0
1
0
0
0
28
0
9909_9880
5
13
371
0
0
176
0
1
1,500
bus_only
797
371
250
6
244
299
1,642.8
1,343.9
0
0
1
0
0
0
28
0
9909_9880
6
13
669
0
0
168
0
0
1,500
bus_only
1,149
669
312
6
306
372.2
1,908.7
1,536.6
0
0
1
0
0
0
28
0
9909_9880
7
13
733
0
0
168
0
0
1,500
bus_only
1,303
733
402
6
396
481.3
2,193.6
1,712.3
0
0
1
0
0
0
28
0
9909_9880
8
13
407
0
0
462
0
1
1,500
bus_only
1,245
407
376
6
370
450.8
2,041
1,590.2
0
0
1
0
0
0
28
0
9909_9880
9
13
261
0
0
108
0
0
1,500
bus_only
910
261
541
6
535
648.8
1,433
784.2
0
0
1
0
0
0
28
0
9909_9880
10
13
149
0
0
230
0
0
1,500
bus_only
1,093
149
714
408
306
854.1
1,450.5
596.4
0
0
1
0
0
0
28
0
9909_9880
11
13
314
0
0
174
0
0
1,500
bus_only
1,245
314
757
387
370
908
2,150.4
1,242.4
0
0
1
0
0
0
28
0
9909_9880
12
13
234
0
0
230
0
0
1,500
bus_only
1,268
234
804
408
396
963.2
1,735.3
772.2
0
0
1
0
0
0
28
0
9909_9954
0
11
162
0
0
70
0
0
1,500
bus_only
249
162
17
12
5
19.4
794.2
774.8
0
0
1
0
0
65
65
1
9909_9954
1
11
203
0
0
69
0
0
1,500
bus_only
288
203
16
6
10
18.5
802.7
784.2
0
0
1
0
0
0
65
0
9909_9954
2
11
246
0
0
116
0
0
1,500
bus_only
534
246
172
6
166
205.6
1,119
913.4
0
0
1
0
0
0
65
0
9909_9954
3
11
110
0
0
70
0
0
1,500
bus_only
404
110
224
12
212
268.1
858.2
590.1
0
0
1
0
0
0
65
0
9909_9954
4
11
121
0
0
69
0
0
1,500
bus_only
420
121
230
6
224
274.9
868
593.1
0
0
1
0
0
0
65
0