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
9935_8790
5
7
561
0
300
674
159
2
3,200
bus+gtx
2,039
861
504
6
339
601.7
10,676.4
2,726.9
0
7,347.7
1
0
1
0
23
0
9935_8790
6
7
574
0
300
695
159
2
3,200
bus+gtx
2,075
874
506
6
341
603.5
10,677.2
2,726
0
7,347.7
1
0
1
0
23
0
9935_8879
0
4
2,409
0
0
100
0
0
1,500
bus_only
2,532
2,409
23
10
13
25.4
9,051.7
9,026.2
0
0
1
0
0
20
20
1
9935_8879
1
4
579
0
300
373
108
1
3,200
bus+gtx
1,483
879
231
6
117
275.5
8,938.3
1,315.1
0
7,347.7
1
0
1
0
20
0
9935_8879
2
4
2,530
0
0
100
0
0
1,500
bus_only
2,992
2,530
362
10
352
433
9,763.4
9,330.5
0
0
1
0
0
0
20
0
9935_8879
3
4
426
1,050
0
362
15
1
1,550
bus+train
2,871
1,476
1,033
38
980
1,237.8
13,897.4
1,965.8
10,693.8
0
1
1
0
0
20
0
9947_1002
0
4
209
330
0
317
61
1
1,550
bus+train
980
539
124
1
62
146.9
5,146.9
981.3
4,018.8
0
1
1
0
21
21
1
9947_1002
1
4
929
0
0
106
0
0
1,500
bus_only
1,328
929
293
1
292
349.7
6,274
5,924.4
0
0
1
0
0
0
21
0
9947_1002
2
4
999
0
0
181
25
1
1,500
bus_only
1,404
999
224
1
198
267.2
6,359.6
6,092.4
0
0
1
0
0
0
21
0
9947_1002
3
4
956
0
0
230
128
1
1,500
bus_only
1,514
956
328
1
199
391.8
6,610.3
6,218.6
0
0
1
0
0
0
21
0
9947_1003
0
5
176
180
0
437
61
1
1,550
bus+train
881
356
88
1
26
103.9
3,725.5
981.3
2,640.3
0
1
1
0
72
72
1
9947_1003
1
5
492
0
0
237
0
1
1,500
bus_only
1,074
492
345
1
344
412.4
4,329.3
3,916.9
0
0
1
0
0
0
72
0
9947_1003
2
5
495
0
0
352
0
0
1,500
bus_only
1,109
495
262
1
261
311.7
4,228.6
3,916.9
0
0
1
0
0
0
72
0
9947_1003
3
5
531
0
0
567
0
1
1,500
bus_only
1,418
531
320
1
319
382.1
4,630.7
4,248.5
0
0
1
0
0
0
72
0
9947_1003
4
5
1,992
0
0
574
0
0
1,500
bus_only
3,508
1,992
942
270
672
1,128.9
14,765.7
13,636.9
0
0
1
0
0
0
72
0
9947_1006
0
12
189
360
0
379
61
1
1,550
bus+train
995
549
67
1
5
79.1
4,217.4
981.3
3,157.1
0
1
1
0
28
28
1
9947_1006
1
12
526
0
0
251
0
0
1,500
bus_only
1,155
526
378
1
377
451.4
4,218.8
3,767.4
0
0
1
0
0
0
28
0
9947_1006
2
12
573
0
0
251
0
0
1,500
bus_only
1,272
573
448
1
447
535.1
4,586.3
4,051.2
0
0
1
0
0
0
28
0
9947_1006
3
12
670
0
0
539
0
1
1,500
bus_only
1,364
670
155
1
154
184.4
4,144.1
3,959.7
0
0
1
0
0
0
28
0
9947_1006
4
12
717
0
0
443
35
1
1,500
bus_only
1,437
717
277
1
241
330.2
5,363.2
5,033
0
0
1
0
0
0
28
0
9947_1006
5
12
657
0
0
455
35
1
1,500
bus_only
1,412
657
300
1
264
358.3
5,156.5
4,798.2
0
0
1
0
0
0
28
0
9947_1006
6
12
617
0
0
525
0
1
1,500
bus_only
1,435
617
293
1
292
350.3
4,382.8
4,032.5
0
0
1
0
0
0
28
0
9947_1006
7
12
767
0
0
327
31
1
1,500
bus_only
1,418
767
324
1
292
387.1
5,007.8
4,620.7
0
0
1
0
0
0
28
0
9947_1006
8
12
664
0
0
383
35
1
1,500
bus_only
1,509
664
462
1
426
553
5,233.1
4,680.2
0
0
1
0
0
0
28
0
9947_1006
9
12
608
0
0
371
0
0
1,500
bus_only
1,571
608
592
291
301
708.4
4,409.6
3,701.2
0
0
1
0
0
0
28
0
9947_1006
10
12
553
0
0
315
199
1
1,500
bus_only
1,500
553
632
1
432
756.5
4,871.2
4,114.7
0
0
1
0
0
0
28
0
9947_1006
11
12
597
0
0
375
199
1
1,500
bus_only
1,630
597
658
1
458
787.7
5,248.4
4,460.7
0
0
1
0
0
0
28
0
9947_1015
0
25
191
1,830
0
542
61
1
1,650
bus+train
2,682
2,021
119
1
57
141.1
15,846.5
981.3
14,724.1
0
1
1
0
18
18
1
9947_1015
1
25
191
360
360
1,264
119
3
3,450
bus+train+gtx
2,352
911
177
1
57
209.3
15,344.3
981.3
3,900.2
10,253.5
1
1
1
0
18
0
9947_1015
2
25
2,641
0
0
748
0
1
1,700
bus_only
3,589
2,641
200
1
199
238.8
21,872.9
21,634.1
0
0
1
0
0
0
18
0
9947_1015
3
25
1,970
0
0
471
0
3
1,600
bus_only
2,600
1,970
159
1
158
188.4
16,396.6
16,208.2
0
0
1
0
0
0
18
0
9947_1015
4
25
2,243
0
0
493
0
2
1,600
bus_only
2,936
2,243
200
1
199
238.8
16,959.6
16,720.8
0
0
1
0
0
0
18
0
9947_1015
5
25
507
180
360
979
268
2
3,450
bus+train+gtx
2,352
1,047
326
1
57
388
15,818.3
3,916.9
1,259.9
10,253.5
1
1
1
0
18
0
9947_1015
6
25
2,955
0
0
351
78
1
1,700
bus_only
3,584
2,955
278
1
199
331.6
22,138
21,806.5
0
0
1
0
0
0
18
0
9947_1015
7
25
2,105
0
0
402
0
2
1,600
bus_only
2,817
2,105
310
1
309
369.8
16,880.5
16,510.8
0
0
1
0
0
0
18
0
9947_1015
8
25
2,017
0
0
402
0
2
1,600
bus_only
2,749
2,017
330
1
329
394.3
16,255.1
15,860.8
0
0
1
0
0
0
18
0
9947_1015
9
25
2,209
0
0
493
0
2
1,600
bus_only
3,054
2,209
352
1
351
420.6
16,868.9
16,448.2
0
0
1
0
0
0
18
0
9947_1015
10
25
1,936
0
0
471
0
3
1,600
bus_only
2,743
1,936
336
1
335
401.6
16,337.2
15,935.6
0
0
1
0
0
0
18
0
9947_1015
11
25
2,607
0
0
748
0
1
1,700
bus_only
3,707
2,607
352
1
351
420.6
21,782.2
21,361.5
0
0
1
0
0
0
18
0
9947_1015
12
25
2,958
0
0
393
51
1
1,700
bus_only
3,760
2,958
409
1
357
487.7
22,578.9
22,091.2
0
0
1
0
0
0
18
0
9947_1015
13
25
2,870
0
0
333
51
1
1,700
bus_only
3,637
2,870
434
1
382
518.7
21,960
21,441.3
0
0
1
0
0
0
18
0
9947_1015
14
25
2,468
0
0
483
113
1
1,600
bus_only
3,422
2,468
471
1
357
562.6
19,174.5
18,611.9
0
0
1
0
0
0
18
0
9947_1015
15
25
2,380
0
0
423
113
1
1,600
bus_only
3,299
2,380
496
1
382
593.7
18,555.6
17,961.9
0
0
1
0
0
0
18
0
9947_1015
16
25
2,269
0
0
493
0
2
1,600
bus_only
3,219
2,269
457
1
456
546.8
17,589.7
17,042.9
0
0
1
0
0
0
18
0
9947_1015
17
25
2,049
0
0
168
0
1
1,600
bus_only
2,817
2,049
600
291
309
717.9
16,970.2
16,252.3
0
0
1
0
0
0
18
0
9947_1015
18
25
1,961
0
0
168
0
1
1,600
bus_only
2,742
1,961
613
291
322
733.3
16,335.7
15,602.3
0
0
1
0
0
0
18
0
9947_1015
19
25
1,996
0
0
411
0
3
1,600
bus_only
2,864
1,996
457
1
456
546.8
17,077
16,530.2
0
0
1
0
0
0
18
0
9947_1015
20
25
2,667
0
0
748
0
1
1,700
bus_only
3,872
2,667
457
1
456
546.8
22,503
21,956.2
0
0
1
0
0
0
18
0
9947_1015
21
25
2,981
0
0
351
78
1
1,700
bus_only
3,867
2,981
535
1
456
639.6
22,768.1
22,128.5
0
0
1
0
0
0
18
0
9947_1015
22
25
473
180
360
1,144
218
3
3,450
bus+train+gtx
2,738
1,013
581
1
362
694.8
16,142.8
2,554.2
2,640.3
10,253.5
1
1
1
0
18
0
9947_1015
23
25
2,236
0
0
483
9
2
1,600
bus_only
3,265
2,236
546
1
536
653.4
17,503.5
16,850.1
0
0
1
0
0
0
18
0
9947_1015
24
25
443
180
360
1,013
218
3
3,200
bus+train+gtx
2,597
983
601
1
382
719.6
15,526
1,912.6
2,640.3
10,253.5
1
1
1
0
18
0
9947_10424
0
4
880
0
0
315
0
1
1,500
bus_only
1,197
880
2
1
1
1.2
6,738.1
6,736.9
0
0
1
0
0
0
16
0
9947_10424
1
4
919
0
0
315
0
1
1,500
bus_only
1,591
919
357
1
356
426.5
7,478.6
7,052.1
0
0
1
0
0
0
16
0
9947_10424
2
4
892
0
0
707
0
0
1,500
bus_only
1,601
892
2
1
1
1.2
6,738.1
6,736.9
0
0
1
0
0
16
16
1
9947_10424
3
4
932
0
0
767
0
0
1,500
bus_only
2,034
932
335
1
334
399.9
7,452
7,052.1
0
0
1
0
0
0
16
0
9947_10617
0
5
738
0
0
93
0
0
1,500
bus_only
833
738
2
1
1
1.1
5,255.1
5,254.1
0
0
1
0
0
20
20
1
9947_10617
1
5
701
0
0
93
0
0
1,500
bus_only
1,006
701
212
1
211
252.8
5,320.3
5,067.5
0
0
1
0
0
0
20
0
9947_10617
2
5
828
0
0
93
0
0
1,500
bus_only
1,197
828
276
1
275
329.7
5,827.5
5,497.8
0
0
1
0
0
0
20
0
9947_10617
3
5
682
0
0
568
0
0
1,500
bus_only
1,624
682
374
1
373
447.1
5,379.5
4,932.4
0
0
1
0
0
0
20
0
9947_10617
4
5
747
0
0
628
0
0
1,500
bus_only
1,798
747
423
1
422
505.5
5,896.7
5,391.2
0
0
1
0
0
0
20
0
9947_150
0
7
1,132
0
0
253
0
1
1,500
bus_only
1,454
1,132
69
1
68
80.8
7,358
7,277.2
0
0
1
0
0
0
92
0
9947_150
1
7
220
510
0
451
61
1
1,550
bus+train
1,287
730
106
1
44
126.1
6,780.7
981.3
5,673.4
0
1
1
0
92
92
1
9947_150
2
7
1,073
0
0
163
0
0
1,500
bus_only
1,595
1,073
359
291
68
429
7,447.7
7,018.7
0
0
1
0
0
0
92
0
9947_150
3
7
1,130
0
0
204
0
1
1,500
bus_only
1,443
1,130
109
1
108
129.8
7,403.4
7,273.6
0
0
1
0
0
0
92
0
9947_150
4
7
637
0
120
379
241
1
3,200
bus+gtx
1,569
757
433
1
191
517.9
7,271.7
3,916.9
0
2,836.8
1
0
1
0
92
0
9947_150
5
7
1,525
0
0
751
0
1
1,500
bus_only
2,675
1,525
399
1
398
476.9
10,362
9,885.1
0
0
1
0
0
0
92
0
9947_150
6
7
1,523
0
0
484
0
0
1,500
bus_only
2,675
1,523
668
270
398
799.4
10,756.1
9,956.7
0
0
1
0
0
0
92
0
9947_151
0
12
189
660
0
729
61
1
1,550
bus+train
1,661
849
83
1
21
98.5
7,934.8
981.3
6,854.9
0
1
1
0
118
118
1
9947_151
1
12
1,155
0
0
208
0
1
1,500
bus_only
1,695
1,155
332
1
331
396
9,207.1
8,811.1
0
0
1
0
0
0
118
0
9947_151
2
12
1,041
0
0
258
0
0
1,500
bus_only
1,912
1,041
613
291
322
734.2
9,277.8
8,543.6
0
0
1
0
0
0
118
0
9947_151
3
12
1,157
0
0
408
0
2
2,500
bus_only
1,770
1,157
205
1
204
244.3
8,925.6
8,681.2
0
0
1
0
0
0
118
0
9947_151
4
12
1,059
0
0
557
0
1
1,500
bus_only
1,940
1,059
324
1
323
387.6
9,172.7
8,785.1
0
0
1
0
0
0
118
0
9947_151
5
12
1,218
0
0
307
0
2
1,500
bus_only
1,859
1,218
334
1
333
398.7
9,830.7
9,432.1
0
0
1
0
0
0
118
0
9947_151
6
12
998
0
0
557
0
1
1,500
bus_only
1,959
998
404
1
403
482
8,575.9
8,093.9
0
0
1
0
0
0
118
0
9947_151
7
12
1,206
0
0
311
0
2
1,500
bus_only
1,877
1,206
360
1
359
430.1
9,822.2
9,392
0
0
1
0
0
0
118
0
9947_151
8
12
1,286
0
0
208
0
1
1,500
bus_only
1,922
1,286
428
1
427
512
9,973.2
9,461.2
0
0
1
0
0
0
118
0
9947_151
9
12
1,079
0
0
473
0
2
1,500
bus_only
1,905
1,079
353
1
352
422.6
9,207.7
8,785.1
0
0
1
0
0
0
118
0
9947_151
10
12
1,076
0
0
408
0
2
2,500
bus_only
1,908
1,076
424
1
423
506.5
8,603.6
8,097.1
0
0
1
0
0
0
118
0
9947_151
11
12
1,195
0
0
480
0
0
1,500
bus_only
2,372
1,195
697
270
427
834.5
10,367.3
9,532.8
0
0
1
0
0
0
118
0
9947_152
0
18
209
810
0
512
61
1
1,550
bus+train
1,617
1,019
86
1
24
101.9
8,650.4
981.3
7,567.2
0
1
1
0
105
105
1
9947_152
1
18
1,342
0
0
381
0
1
1,500
bus_only
1,932
1,342
209
1
208
249.5
9,416.9
9,167.4
0
0
1
0
0
0
105
0
9947_152
2
18
1,292
0
0
168
0
0
1,500
bus_only
2,149
1,292
689
270
419
824.8
9,707.5
8,882.7
0
0
1
0
0
0
105
0
9947_152
3
18
1,383
0
0
381
0
1
1,500
bus_only
1,948
1,383
184
1
183
218.9
9,732.6
9,513.7
0
0
1
0
0
0
105
0
9947_152
4
18
1,386
0
0
385
0
2
1,500
bus_only
1,975
1,386
204
1
203
243.1
9,335.1
9,092
0
0
1
0
0
0
105
0
9947_152
5
18
1,362
0
0
600
0
1
1,500
bus_only
2,228
1,362
266
1
265
317.4
9,837.5
9,520.1
0
0
1
0
0
0
105
0
9947_152
6
18
1,314
0
0
600
0
1
1,500
bus_only
2,197
1,314
283
1
282
337
9,335.1
8,998.1
0
0
1
0
0
0
105
0
9947_152
7
18
1,356
0
0
397
0
2
1,500
bus_only
2,019
1,356
266
1
265
317.4
9,828.6
9,511.1
0
0
1
0
0
0
105
0
9947_152
8
18
1,308
0
0
397
0
2
1,500
bus_only
1,997
1,308
292
1
291
348.6
9,337.8
8,989.2
0
0
1
0
0
0
105
0
9947_152
9
18
1,367
0
0
410
0
3
1,500
bus_only
2,107
1,367
330
1
329
394.8
9,936.9
9,542.1
0
0
1
0
0
0
105
0
9947_152
10
18
1,325
0
0
156
0
1
1,500
bus_only
1,975
1,325
494
291
203
591.3
9,424.8
8,833.5
0
0
1
0
0
0
105
0
9947_152
11
18
1,297
0
0
357
0
1
1,500
bus_only
2,147
1,297
493
1
492
589.4
9,391.5
8,802.1
0
0
1
0
0
0
105
0
9947_152
12
18
1,295
0
0
168
0
1
1,500
bus_only
2,032
1,295
569
291
278
680.5
9,933.2
9,252.6
0
0
1
0
0
0
105
0
9947_152
13
18
1,303
0
0
238
0
1
1,500
bus_only
2,102
1,303
561
270
291
671.1
9,740.8
9,069.8
0
0
1
0
0
0
105
0
9947_152
14
18
1,247
0
0
168
0
1
1,500
bus_only
1,997
1,247
582
291
291
696.7
9,427.4
8,730.7
0
0
1
0
0
0
105
0
9947_152
15
18
1,236
0
0
128
0
0
1,500
bus_only
2,074
1,236
710
291
419
850.5
9,394.1
8,543.6
0
0
1
0
0
0
105
0
9947_152
16
18
1,420
0
0
669
0
2
1,500
bus_only
2,586
1,420
497
1
496
594.5
10,019.5
9,425
0
0
1
0
0
0
105
0
9947_152
17
18
1,306
0
0
181
0
2
1,500
bus_only
2,107
1,306
620
291
329
743
10,026.6
9,283.6
0
0
1
0
0
0
105
0
9947_153
0
17
604
930
0
270
66
1
1,550
bus+train
1,879
1,534
75
1
8
87.1
10,162.1
1,696.5
8,378.6
0
1
1
0
19
20
0.95
9947_153
1
17
190
930
0
509
61
2
1,550
bus+train
1,699
1,120
70
1
8
82.1
9,442
981.3
8,378.6
0
1
1
0
0
20
0