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
10017_71104
2
3
498
0
0
279
0
0
1,500
bus_only
1,172
498
395
1
394
471.9
3,561.9
3,090
0
0
1
0
0
0
67
0
10017_72039
0
10
847
0
0
557
0
0
1,500
bus_only
1,406
847
2
1
1
0.8
5,237.4
5,236.6
0
0
1
0
0
98
98
1
10017_72039
1
10
1,077
0
0
273
0
1
1,500
bus_only
1,352
1,077
2
1
1
0.8
5,275.6
5,274.8
0
0
1
0
0
0
98
0
10017_72039
2
10
913
0
0
617
0
0
1,500
bus_only
1,950
913
420
1
419
502.3
6,119.1
5,616.8
0
0
1
0
0
0
98
0
10017_72039
3
10
960
0
0
392
0
1
1,500
bus_only
1,683
960
331
1
330
394.4
6,572.8
6,178.4
0
0
1
0
0
0
98
0
10017_72039
4
10
875
0
0
392
0
1
1,500
bus_only
1,657
875
390
1
389
466.6
6,256.9
5,790.3
0
0
1
0
0
0
98
0
10017_72039
5
10
764
0
0
612
0
1
1,500
bus_only
1,801
764
425
1
424
509.2
5,379.2
4,870
0
0
1
0
0
0
98
0
10017_72039
6
10
993
0
0
333
0
1
1,500
bus_only
1,797
993
471
1
470
564.1
5,414.4
4,850.3
0
0
1
0
0
0
98
0
10017_72039
7
10
1,172
0
0
282
0
1
1,500
bus_only
1,982
1,172
528
1
527
631.5
5,356.7
4,725.2
0
0
1
0
0
0
98
0
10017_72039
8
10
643
0
0
303
398
1
1,500
bus_only
1,769
643
823
1
424
985.9
5,379.2
4,393.3
0
0
1
0
0
0
98
0
10017_72039
9
10
703
0
0
363
398
1
1,500
bus_only
1,942
703
876
1
477
1,048.3
5,960.3
4,912
0
0
1
0
0
0
98
0
10017_72654
0
3
494
0
0
124
0
0
1,500
bus_only
630
494
12
1
11
12.6
3,715.4
3,702.8
0
0
1
0
0
34
34
1
10017_72654
1
3
532
0
0
124
0
0
1,500
bus_only
966
532
310
1
309
370.8
4,355.2
3,984.4
0
0
1
0
0
0
34
0
10017_72654
2
3
447
0
0
124
0
0
1,500
bus_only
994
447
423
1
422
505.6
3,841.6
3,336
0
0
1
0
0
0
34
0
10017_74423
0
2
168
0
0
197
0
0
1,500
bus_only
367
168
2
1
1
0.7
1,194
1,193.3
0
0
1
0
0
93
93
1
10017_74423
1
2
86
0
0
257
0
0
1,500
bus_only
706
86
363
1
362
434.2
1,246.5
812.4
0
0
1
0
0
0
93
0
10017_74426
0
3
327
0
0
401
0
0
1,500
bus_only
730
327
2
1
1
0.8
2,585.1
2,584.4
0
0
1
0
0
42
42
1
10017_74426
1
3
248
0
0
401
0
0
1,500
bus_only
1,079
248
430
1
429
514.3
2,717.9
2,203.6
0
0
1
0
0
0
42
0
10017_74426
2
3
417
0
0
401
0
0
1,500
bus_only
1,164
417
346
1
345
414.1
3,304.8
2,890.7
0
0
1
0
0
0
42
0
10017_74427
0
2
361
0
0
84
0
0
1,500
bus_only
450
361
5
1
4
4.9
2,895.6
2,890.7
0
0
1
0
0
61
61
1
10017_74427
1
2
289
0
0
84
0
0
1,500
bus_only
721
289
348
1
347
416.5
3,000.9
2,584.4
0
0
1
0
0
0
61
0
10017_74429
0
4
449
0
0
183
0
0
1,500
bus_only
634
449
2
1
1
1.1
3,750.3
3,749.1
0
0
1
0
0
61
105
0.580952
10017_74429
1
4
416
0
0
183
0
0
1,500
bus_only
894
416
295
1
294
352.2
3,840.2
3,488
0
0
1
0
0
0
105
0
10017_74429
2
4
552
0
0
243
0
0
1,500
bus_only
1,292
552
497
1
496
593.6
4,782.9
4,189.3
0
0
1
0
0
0
105
0
10017_74429
3
4
552
0
0
290
0
0
1,500
bus_only
1,343
552
501
1
500
599.1
4,825
4,225.9
0
0
1
0
0
44
105
0.419048
10017_75652
0
3
385
0
0
383
0
0
1,500
bus_only
774
385
6
1
5
5.5
2,413.6
2,408.1
0
0
1
0
0
56
56
1
10017_75652
1
3
260
0
0
415
0
0
1,500
bus_only
1,174
260
499
1
498
597
2,800.6
2,203.6
0
0
1
0
0
0
56
0
10017_75652
2
3
447
0
0
383
0
0
1,500
bus_only
1,202
447
372
1
371
444.9
3,184
2,739.1
0
0
1
0
0
0
56
0
10017_8001028
0
2
1,277
0
0
91
0
0
1,500
bus_only
1,376
1,277
8
1
7
8
9,073.2
9,065.2
0
0
1
0
0
41
41
1
10017_8001028
1
2
1,371
0
0
91
0
0
1,500
bus_only
1,827
1,371
365
1
364
437
9,828.2
9,391.2
0
0
1
0
0
0
41
0
10017_8002239
0
2
1,008
0
0
149
0
0
1,500
bus_only
1,159
1,008
2
1
1
1.2
6,826.9
6,825.7
0
0
1
0
0
16
16
1
10017_8002239
1
2
956
0
0
149
0
0
1,500
bus_only
1,423
956
318
1
317
380.8
6,924.3
6,543.5
0
0
1
0
0
0
16
0
10017_8002632
0
8
849
0
0
599
0
1
1,500
bus_only
1,456
849
8
1
7
8
6,111.5
6,103.5
0
0
1
0
0
11
27
0.407407
10017_8002632
1
8
846
0
0
565
0
2
1,500
bus_only
1,419
846
8
1
7
8
6,111.5
6,103.5
0
0
1
0
0
16
27
0.592593
10017_8002632
2
8
1,094
0
0
743
38
1
1,500
bus_only
1,996
1,094
159
1
120
188.1
7,697.4
7,509.4
0
0
1
0
0
0
27
0
10017_8002632
3
8
1,121
0
0
743
38
1
1,500
bus_only
2,083
1,121
219
1
180
260.1
7,986.8
7,726.7
0
0
1
0
0
0
27
0
10017_8002632
4
8
1,139
0
0
498
38
1
1,500
bus_only
1,876
1,139
239
1
200
284.8
7,807.9
7,523.1
0
0
1
0
0
0
27
0
10017_8002632
5
8
1,048
0
0
558
38
1
1,500
bus_only
1,880
1,048
274
1
235
325.9
7,612.4
7,286.5
0
0
1
0
0
0
27
0
10017_8002632
6
8
1,278
0
0
503
68
1
1,500
bus_only
2,041
1,278
260
1
191
309.7
6,883
6,573.3
0
0
1
0
0
0
27
0
10017_8002632
7
8
1,021
0
0
743
38
1
1,500
bus_only
2,203
1,021
439
1
400
524
7,770.2
7,246.3
0
0
1
0
0
0
27
0
10017_8002634
0
16
723
0
0
204
0
1
1,500
bus_only
932
723
5
1
4
5.2
5,355.8
5,350.6
0
0
1
0
0
25
25
1
10017_8002634
1
16
920
0
0
544
0
1
1,500
bus_only
1,654
920
190
1
189
226.5
6,131.7
5,905.2
0
0
1
0
0
0
25
0
10017_8002634
2
16
901
0
0
363
0
2
1,500
bus_only
1,454
901
190
1
189
226.5
6,131.7
5,905.2
0
0
1
0
0
0
25
0
10017_8002634
3
16
982
0
0
565
14
1
1,500
bus_only
1,793
982
246
1
231
292.6
6,765.3
6,472.7
0
0
1
0
0
0
25
0
10017_8002634
4
16
923
0
0
450
38
1
1,500
bus_only
1,643
923
270
1
231
321.5
6,896.9
6,575.4
0
0
1
0
0
0
25
0
10017_8002634
5
16
1,045
0
0
397
38
1
1,500
bus_only
1,708
1,045
266
1
227
316.8
6,842.9
6,526.1
0
0
1
0
0
0
25
0
10017_8002634
6
16
857
0
0
176
0
1
1,500
bus_only
1,413
857
380
1
379
454.7
6,041.9
5,587.2
0
0
1
0
0
0
25
0
10017_8002634
7
16
1,304
0
0
303
71
1
1,500
bus_only
1,992
1,304
385
1
313
459.4
7,047.7
6,588.3
0
0
1
0
0
0
25
0
10017_8002634
8
16
1,033
0
0
565
14
1
1,500
bus_only
2,006
1,033
408
1
393
486.7
7,169.7
6,683
0
0
1
0
0
0
25
0
10017_8002634
9
16
974
0
0
450
38
1
1,500
bus_only
1,856
974
432
1
393
515.6
7,301.3
6,785.7
0
0
1
0
0
0
25
0
10017_8002634
10
16
1,180
0
0
533
38
2
1,500
bus_only
2,060
1,180
347
1
308
413.5
7,241.4
6,827.8
0
0
1
0
0
0
25
0
10017_8002634
11
16
908
0
0
565
14
1
1,500
bus_only
1,912
908
439
1
424
524.7
6,796
6,271.3
0
0
1
0
0
0
25
0
10017_8002634
12
16
849
0
0
450
38
1
1,500
bus_only
1,762
849
463
1
424
553.6
6,927.6
6,373.9
0
0
1
0
0
0
25
0
10017_8002634
13
16
909
0
0
457
38
1
1,500
bus_only
1,843
909
477
1
438
569.2
6,812.2
6,243
0
0
1
0
0
0
25
0
10017_8002634
14
16
1,463
0
0
760
71
1
1,500
bus_only
2,603
1,463
380
1
308
453.3
7,475.9
7,022.5
0
0
1
0
0
0
25
0
10017_8002634
15
16
1,401
0
0
408
35
1
1,500
bus_only
2,330
1,401
521
1
485
621.8
7,933.8
7,312
0
0
1
0
0
0
25
0
10017_8002636
0
2
692
0
0
261
77
1
1,500
bus_only
1,032
692
79
1
1
93.6
5,248.2
5,154.6
0
0
1
0
0
73
73
1
10017_8002636
1
2
611
0
0
181
0
0
1,500
bus_only
1,113
611
321
1
320
383.5
5,076.4
4,692.9
0
0
1
0
0
0
73
0
10017_8002663
0
3
1,344
0
0
455
0
0
1,500
bus_only
1,801
1,344
2
1
1
0.8
9,392
9,391.2
0
0
1
0
0
23
23
1
10017_8002663
1
3
1,215
0
0
485
0
2
1,500
bus_only
1,883
1,215
183
1
182
218
10,884.5
10,666.5
0
0
1
0
0
0
23
0
10017_8002663
2
3
1,239
0
0
515
0
0
1,500
bus_only
2,084
1,239
330
1
329
393.8
9,459
9,065.2
0
0
1
0
0
0
23
0
10017_8002851
0
5
828
0
0
320
0
0
1,500
bus_only
1,150
828
2
1
1
0.7
5,617.5
5,616.8
0
0
1
0
0
65
65
1
10017_8002851
1
5
736
0
0
306
0
0
1,500
bus_only
1,448
736
406
1
405
486.1
6,067.2
5,581.1
0
0
1
0
0
0
65
0
10017_8002851
2
5
710
0
0
366
0
0
1,500
bus_only
1,514
710
438
1
437
524.4
5,828.9
5,304.5
0
0
1
0
0
0
65
0
10017_8002851
3
5
667
0
0
475
0
1
1,500
bus_only
1,529
667
387
1
386
462.4
5,868.7
5,406.3
0
0
1
0
0
0
65
0
10017_8002851
4
5
742
0
0
380
0
0
1,500
bus_only
1,601
742
479
1
478
573
5,809.6
5,236.6
0
0
1
0
0
0
65
0
10017_8003179
0
17
317
0
0
653
0
1
1,500
bus_only
972
317
2
1
1
1
2,523
2,522
0
0
1
0
0
22
24
0.916667
10017_8003179
1
17
306
0
0
355
323
1
1,500
bus_only
1,021
306
360
1
36
430.7
2,462.2
2,031.5
0
0
1
0
0
1
24
0.041667
10017_8003179
2
17
719
0
0
236
0
1
1,500
bus_only
1,146
719
191
57
134
227.1
5,182.2
4,955.1
0
0
1
0
0
1
24
0.041667
10017_8003179
3
17
507
0
0
696
0
1
1,500
bus_only
1,475
507
272
57
215
325.1
5,311.9
4,986.8
0
0
1
0
0
0
24
0
10017_8003179
4
17
762
0
0
176
0
1
1,500
bus_only
1,262
762
324
57
267
387.3
5,682.9
5,295.6
0
0
1
0
0
0
24
0
10017_8003179
5
17
734
0
0
424
0
2
1,500
bus_only
1,430
734
272
57
215
325.1
5,479.6
5,154.5
0
0
1
0
0
0
24
0
10017_8003179
6
17
282
240
0
653
23
1
1,550
bus+train
1,500
522
325
68
234
389.4
3,531
510.2
2,631.4
0
1
1
0
0
24
0
10017_8003179
7
17
814
0
0
249
95
1
1,500
bus_only
1,430
814
367
57
215
438.6
5,906.5
5,467.9
0
0
1
0
0
0
24
0
10017_8003179
8
17
456
0
0
677
0
1
1,500
bus_only
1,483
456
350
1
349
418.4
3,253.8
2,835.4
0
0
1
0
0
0
24
0
10017_8003179
9
17
369
0
0
720
0
2
1,500
bus_only
1,439
369
350
1
349
418.4
3,249.9
2,831.5
0
0
1
0
0
0
24
0
10017_8003179
10
17
276
0
0
713
0
1
1,500
bus_only
1,421
276
432
1
431
517.4
2,621.4
2,104
0
0
1
0
0
0
24
0
10017_8003179
11
17
682
310
0
699
14
1
1,550
bus+train
2,062
992
371
1
356
443.2
7,682.9
4,553.6
2,686.1
0
1
1
0
0
24
0
10017_8003179
12
17
380
0
0
713
0
1
1,500
bus_only
1,556
380
463
1
462
554
3,516.5
2,962.4
0
0
1
0
0
0
24
0
10017_8003179
13
17
648
0
0
778
107
1
1,500
bus_only
1,871
648
445
1
337
532
3,561.8
3,029.9
0
0
1
0
0
0
24
0
10017_8003179
14
17
499
0
0
737
0
1
1,500
bus_only
1,824
499
588
1
587
703.6
3,780.5
3,077
0
0
1
0
0
0
24
0
10017_8003179
15
17
413
0
0
780
0
2
1,500
bus_only
1,781
413
588
1
587
703.6
3,776.6
3,073.1
0
0
1
0
0
0
24
0
10017_8003179
16
17
383
0
0
355
323
1
1,500
bus_only
1,551
383
813
1
489
973.6
3,471
2,497.3
0
0
1
0
0
0
24
0
10017_8003181
0
6
262
0
0
396
0
1
1,500
bus_only
662
262
4
1
3
3.4
2,107.4
2,104
0
0
1
0
0
17
17
1
10017_8003181
1
6
371
0
0
452
5
1
1,500
bus_only
863
371
40
1
34
45.2
2,123.1
2,077.9
0
0
1
0
0
0
17
0
10017_8003181
2
6
240
0
0
384
0
0
1,500
bus_only
1,044
240
420
1
419
502.1
2,260.5
1,758.5
0
0
1
0
0
0
17
0
10017_8003181
3
6
305
0
0
456
0
1
1,500
bus_only
1,201
305
440
1
439
526.7
3,048.8
2,522
0
0
1
0
0
0
17
0
10017_8003181
4
6
179
0
0
456
0
1
1,500
bus_only
1,077
179
442
1
441
528.4
2,211.8
1,683.4
0
0
1
0
0
0
17
0
10017_8003181
5
6
480
0
0
452
5
1
1,500
bus_only
1,373
480
441
1
435
527.2
3,020.9
2,493.7
0
0
1
0
0
0
17
0
10017_8501287
0
5
114
0
0
410
0
0
1,500
bus_only
529
114
5
1
4
4.3
794.9
790.6
0
0
1
0
0
30
30
1
10017_8501287
1
5
78
0
0
410
0
0
1,500
bus_only
822
78
334
1
333
399.9
894.5
494.6
0
0
1
0
0
0
30
0
10017_8501287
2
5
35
0
0
410
0
0
1,500
bus_only
882
35
437
1
436
522.5
850.9
328.4
0
0
1
0
0
0
30
0
10017_8501287
3
5
333
0
0
938
0
0
1,500
bus_only
1,830
333
559
1
558
669.2
1,152.7
483.5
0
0
1
0
0
0
30
0
10017_8501287
4
5
69
0
0
147
0
0
1,500
bus_only
1,214
69
998
484
514
1,196.5
1,442.9
246.3
0
0
1
0
0
0
30
0
10017_8501527
0
17
865
0
0
309
0
1
1,500
bus_only
1,185
865
11
1
10
12.3
5,599.6
5,587.2
0
0
1
0
0
11
21
0.52381
10017_8501527
1
17
698
0
0
373
0
2
1,500
bus_only
1,449
698
378
1
377
451.6
5,802.3
5,350.6
0
0
1
0
0
0
21
0
10017_8501527
2
17
1,647
0
0
261
71
1
1,500
bus_only
2,210
1,647
302
1
230
360.4
7,668.4
7,308.1
0
0
1
0
0
0
21
0
10017_8501527
3
17
1,235
0
0
501
38
2
1,500
bus_only
2,009
1,235
273
1
234
325.2
7,395.8
7,070.6
0
0
1
0
0
0
21
0
10017_8501527
4
17
708
0
0
391
0
1
1,500
bus_only
1,477
708
378
1
377
451.6
5,802.3
5,350.6
0
0
1
0
0
1
21
0.047619
10017_8501527
5
17
923
0
0
469
0
1
1,500
bus_only
1,747
923
355
1
354
424.7
6,329.9
5,905.2
0
0
1
0
0
9
21
0.428571