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
9960_70664
3
6
329
0
0
323
0
0
1,500
bus_only
1,016
329
364
6
358
435
2,206.2
1,771.1
0
0
1
0
0
0
125
0
9960_70664
4
6
161
0
0
323
0
0
1,500
bus_only
917
161
433
6
427
518.4
1,379.4
860.9
0
0
1
0
0
0
125
0
9960_70664
5
6
361
0
0
1,183
0
0
1,500
bus_only
2,055
361
511
6
505
611.6
2,514.3
1,902.7
0
0
1
0
0
0
125
0
9960_70758
0
7
475
0
0
592
43
1
1,500
bus_only
1,117
475
50
6
1
57.3
2,230.2
2,172.9
0
0
1
0
0
17
17
1
9960_70758
1
7
319
0
0
524
43
1
1,500
bus_only
1,100
319
257
6
208
304.8
2,366.8
2,062
0
0
1
0
0
0
17
0
9960_70758
2
7
1,279
0
0
472
0
0
1,500
bus_only
2,306
1,279
555
350
205
664
3,329.4
2,665.4
0
0
1
0
0
0
17
0
9960_70758
3
7
393
0
0
652
43
1
1,500
bus_only
1,318
393
273
6
224
324
2,297.8
1,973.8
0
0
1
0
0
0
17
0
9960_70758
4
7
702
0
0
552
43
1
1,500
bus_only
1,722
702
468
6
419
558.8
2,562.8
2,004
0
0
1
0
0
0
17
0
9960_70758
5
7
266
0
0
464
43
1
1,500
bus_only
1,325
266
595
6
546
711.2
2,303.7
1,592.5
0
0
1
0
0
0
17
0
9960_70758
6
7
1,186
0
0
472
0
0
1,500
bus_only
2,380
1,186
722
350
372
865.2
3,323.6
2,458.4
0
0
1
0
0
0
17
0
9960_72075
0
5
329
0
0
260
0
0
1,500
bus_only
596
329
7
6
1
6.6
1,777.7
1,771.1
0
0
1
0
0
127
128
0.992188
9960_72075
1
5
270
0
0
260
0
0
1,500
bus_only
893
270
363
6
357
434.1
1,888
1,453.9
0
0
1
0
0
0
128
0
9960_72075
2
5
360
0
0
320
0
0
1,500
bus_only
970
360
290
6
284
345.8
2,392.8
2,047
0
0
1
0
0
0
128
0
9960_72075
3
5
361
0
0
460
0
0
1,500
bus_only
1,096
361
275
6
269
327.7
2,230.4
1,902.7
0
0
1
0
0
0
128
0
9960_72075
4
5
299
0
0
460
0
0
1,500
bus_only
1,076
299
317
6
311
377
1,877.3
1,500.3
0
0
1
0
0
1
128
0.007813
9960_72076
0
5
356
0
0
441
0
0
1,500
bus_only
804
356
7
6
1
6.5
2,053.5
2,047
0
0
1
0
0
39
39
1
9960_72076
1
5
326
0
0
441
0
0
1,500
bus_only
1,084
326
317
6
311
378.2
2,149.3
1,771.1
0
0
1
0
0
0
39
0
9960_72076
2
5
390
0
0
501
0
0
1,500
bus_only
1,254
390
363
6
357
432.7
2,827.3
2,394.6
0
0
1
0
0
0
39
0
9960_72076
3
5
385
0
0
293
0
0
1,500
bus_only
1,202
385
524
6
518
626.6
2,529.3
1,902.7
0
0
1
0
0
0
39
0
9960_72076
4
5
378
0
0
410
0
1
1,500
bus_only
1,317
378
529
6
523
633.4
2,387.1
1,753.7
0
0
1
0
0
0
39
0
9960_72077
0
2
396
0
0
116
0
0
1,500
bus_only
527
396
15
6
9
16.5
2,411.1
2,394.6
0
0
1
0
0
72
72
1
9960_72077
1
2
362
0
0
116
0
0
1,500
bus_only
869
362
391
6
385
468
2,515
2,047
0
0
1
0
0
0
72
0
9960_72079
0
2
544
0
0
404
0
0
1,500
bus_only
955
544
7
6
1
6.9
3,606.1
3,599.2
0
0
1
0
0
51
51
1
9960_72079
1
2
628
0
0
404
0
0
1,500
bus_only
1,382
628
350
6
344
418
4,322.8
3,904.8
0
0
1
0
0
0
51
0
9960_72080
0
2
690
0
0
435
0
0
1,500
bus_only
1,141
690
16
6
10
17.4
3,922.3
3,904.8
0
0
1
0
0
23
23
1
9960_72080
1
2
587
0
0
435
0
0
1,500
bus_only
1,379
587
357
6
351
427.1
4,026.3
3,599.2
0
0
1
0
0
0
23
0
9960_72081
0
2
789
0
0
160
0
0
1,500
bus_only
956
789
7
6
1
6.6
4,426
4,419.4
0
0
1
0
0
43
43
1
9960_72081
1
2
822
0
0
160
0
0
1,500
bus_only
1,406
822
424
6
418
506.8
5,296.8
4,790
0
0
1
0
0
0
43
0
9960_76424
0
3
512
0
0
124
0
0
1,500
bus_only
650
512
14
6
8
15.2
1,405.8
1,390.6
0
0
1
0
0
32
32
1
9960_76424
1
3
571
0
0
124
0
0
1,500
bus_only
969
571
274
6
268
327.1
1,948.7
1,621.6
0
0
1
0
0
0
32
0
9960_76424
2
3
601
0
0
124
0
0
1,500
bus_only
1,177
601
452
6
446
540.7
2,322
1,781.3
0
0
1
0
0
0
32
0
9960_76425
0
4
534
0
0
179
0
0
1,500
bus_only
720
534
7
6
1
6.6
1,628.2
1,621.6
0
0
1
0
0
23
23
1
9960_76425
1
4
468
0
0
179
0
0
1,500
bus_only
913
468
266
6
260
317.6
1,708.2
1,390.6
0
0
1
0
0
0
23
0
9960_76425
2
4
562
0
0
179
0
0
1,500
bus_only
927
562
186
6
180
222.1
2,003.4
1,781.3
0
0
1
0
0
0
23
0
9960_76425
3
4
602
0
0
239
0
0
1,500
bus_only
1,332
602
491
6
485
587.3
2,695.6
2,108.4
0
0
1
0
0
0
23
0
9960_8001032
0
14
855
0
0
518
0
0
1,500
bus_only
1,380
855
7
6
1
6.7
3,911.4
3,904.7
0
0
1
0
0
15
15
1
9960_8001032
1
14
883
0
0
365
0
2
1,500
bus_only
1,526
883
278
26
252
332.1
6,347.5
6,015.4
0
0
1
0
0
0
15
0
9960_8001032
2
14
809
0
0
578
0
0
1,500
bus_only
1,789
809
402
6
396
480.5
3,994.7
3,514.2
0
0
1
0
0
0
15
0
9960_8001032
3
14
1,025
0
0
599
0
1
1,500
bus_only
1,797
1,025
173
6
167
206.2
4,845.6
4,639.4
0
0
1
0
0
0
15
0
9960_8001032
4
14
1,014
0
0
363
26
1
1,500
bus_only
1,681
1,014
304
6
272
362.6
5,060.2
4,697.6
0
0
1
0
0
0
15
0
9960_8001032
5
14
911
0
0
426
0
1
1,500
bus_only
1,635
911
298
26
272
355.9
5,518.6
5,162.8
0
0
1
0
0
0
15
0
9960_8001032
6
14
1,010
0
0
664
0
1
1,500
bus_only
1,962
1,010
288
6
282
343.7
4,005.4
3,661.8
0
0
1
0
0
0
15
0
9960_8001032
7
14
951
0
0
363
26
1
1,500
bus_only
1,726
951
412
6
380
491.8
4,533.7
4,041.9
0
0
1
0
0
0
15
0
9960_8001032
8
14
848
0
0
426
0
1
1,500
bus_only
1,680
848
406
26
380
485.1
4,992.1
4,507
0
0
1
0
0
0
15
0
9960_8001032
9
14
942
0
0
578
0
0
1,500
bus_only
1,960
942
440
6
434
525.2
4,855.2
4,330
0
0
1
0
0
0
15
0
9960_8001032
10
14
970
0
0
518
0
0
1,500
bus_only
1,970
970
482
6
476
577.2
4,940.8
4,363.6
0
0
1
0
0
0
15
0
9960_8001032
11
14
892
0
0
154
0
0
1,500
bus_only
1,681
892
635
363
272
760.3
5,332.6
4,572.3
0
0
1
0
0
0
15
0
9960_8001032
12
14
729
0
0
516
78
2
1,500
bus_only
1,799
729
554
6
470
662
6,840.6
6,178.5
0
0
1
0
0
0
15
0
9960_8001032
13
14
829
0
0
154
0
0
1,500
bus_only
1,726
829
743
363
380
889.5
4,806
3,916.6
0
0
1
0
0
0
15
0
9960_8002597
0
2
822
0
0
195
0
0
1,500
bus_only
1,033
822
16
6
10
17.6
4,807.6
4,790
0
0
1
0
0
29
29
1
9960_8002597
1
2
789
0
0
195
0
0
1,500
bus_only
1,414
789
430
6
424
513.7
4,933.2
4,419.4
0
0
1
0
0
0
29
0
9960_8002598
0
2
805
0
0
118
0
0
1,500
bus_only
930
805
7
6
1
6.5
5,377.5
5,371.1
0
0
1
0
0
41
41
1
9960_8002598
1
2
838
0
0
118
0
0
1,500
bus_only
1,327
838
371
6
365
442.9
6,137.8
5,694.9
0
0
1
0
0
0
41
0
9960_8002599
0
3
974
0
0
111
0
0
1,500
bus_only
1,101
974
16
6
10
17.8
5,712.6
5,694.9
0
0
1
0
0
15
15
1
9960_8002599
1
3
941
0
0
111
0
0
1,500
bus_only
1,429
941
377
6
371
450.2
5,821.3
5,371.1
0
0
1
0
0
0
15
0
9960_8002599
2
3
1,011
0
0
111
0
0
1,500
bus_only
1,480
1,011
358
6
352
428.1
6,441.3
6,013.2
0
0
1
0
0
0
15
0
9960_8002600
0
4
850
0
0
514
0
0
1,500
bus_only
1,373
850
9
6
3
9.5
6,022.7
6,013.2
0
0
1
0
0
13
13
1
9960_8002600
1
4
810
0
0
514
0
0
1,500
bus_only
1,689
810
365
6
359
436.3
6,131.2
5,694.9
0
0
1
0
0
0
13
0
9960_8002600
2
4
934
0
0
514
0
0
1,500
bus_only
1,874
934
426
6
420
510.1
6,896.6
6,386.5
0
0
1
0
0
0
13
0
9960_8002600
3
4
1,716
0
0
514
0
0
1,500
bus_only
2,773
1,716
543
6
537
649.4
11,777.4
11,127.9
0
0
1
0
0
0
13
0
9960_8447
0
4
192
0
0
385
0
0
1,500
bus_only
584
192
7
6
1
6.6
1,108
1,101.4
0
0
1
0
0
128
128
1
9960_8447
1
4
225
0
0
385
0
0
1,500
bus_only
753
225
143
6
137
169.5
1,392
1,222.5
0
0
1
0
0
0
128
0
9960_8447
2
4
165
0
0
385
0
0
1,500
bus_only
827
165
277
6
271
330.4
1,191.4
860.9
0
0
1
0
0
0
128
0
9960_8447
3
4
277
0
0
385
0
0
1,500
bus_only
1,010
277
348
6
342
415.5
1,869.4
1,453.9
0
0
1
0
0
0
128
0
9960_9003438
0
5
378
0
0
478
43
1
1,500
bus_only
912
378
56
6
7
64.1
2,710.1
2,646
0
0
1
0
0
15
18
0.833333
9960_9003438
1
5
416
0
0
478
43
1
1,500
bus_only
1,279
416
385
6
336
459.6
3,408
2,948.4
0
0
1
0
0
0
18
0
9960_9003438
2
5
1,380
0
0
123
0
0
1,500
bus_only
1,860
1,380
357
350
7
427
3,639.5
3,212.5
0
0
1
0
0
0
18
0
9960_9003438
3
5
442
0
0
737
43
1
1,500
bus_only
1,467
442
288
6
239
342.5
3,207.5
2,865.1
0
0
1
0
0
3
18
0.166667
9960_9003438
4
5
520
0
0
737
43
1
1,500
bus_only
1,727
520
470
6
421
560.2
3,594.7
3,034.5
0
0
1
0
0
0
18
0
9960_9003557
0
5
229
0
0
172
0
0
1,500
bus_only
408
229
7
6
1
6.6
1,229.1
1,222.5
0
0
1
0
0
112
112
1
9960_9003557
1
5
189
0
0
172
0
0
1,500
bus_only
503
189
142
6
136
169.1
1,270.5
1,101.4
0
0
1
0
0
0
112
0
9960_9003557
2
5
281
0
0
232
0
0
1,500
bus_only
768
281
255
6
249
304.1
1,758
1,453.9
0
0
1
0
0
0
112
0
9960_9003557
3
5
159
0
0
172
0
0
1,500
bus_only
712
159
381
6
375
455.4
1,316.3
860.9
0
0
1
0
0
0
112
0
9960_9003557
4
5
153
0
0
81
0
0
1,500
bus_only
1,101
153
867
361
506
1,039.9
1,886.6
846.6
0
0
1
0
0
0
112
0
9960_9003718
0
9
375
0
0
446
0
1
1,500
bus_only
828
375
7
6
1
6.3
1,909
1,902.7
0
0
1
0
0
1
73
0.013699
9960_9003718
1
9
326
0
0
436
0
0
1,500
bus_only
970
326
208
6
202
246.7
2,017.8
1,771.1
0
0
1
0
0
0
73
0
9960_9003718
2
9
385
0
0
967
0
0
1,500
bus_only
1,359
385
7
6
1
6.3
1,909
1,902.7
0
0
1
0
0
72
73
0.986301
9960_9003718
3
9
378
0
0
529
0
1
1,500
bus_only
1,078
378
171
6
165
203.4
1,957.1
1,753.7
0
0
1
0
0
0
73
0
9960_9003718
4
9
276
0
0
436
0
0
1,500
bus_only
1,158
276
446
6
440
532.3
1,986.2
1,453.9
0
0
1
0
0
0
73
0
9960_9003718
5
9
356
0
0
436
0
0
1,500
bus_only
1,299
356
507
6
501
606.8
2,653.8
2,047
0
0
1
0
0
0
73
0
9960_9003718
6
9
490
0
0
446
0
1
1,500
bus_only
1,392
490
456
6
450
545.7
2,848
2,302.3
0
0
1
0
0
0
73
0
9960_9003718
7
9
472
0
0
469
0
1
1,500
bus_only
1,462
472
521
6
515
623.5
2,983.8
2,360.3
0
0
1
0
0
0
73
0
9960_9003718
8
9
460
0
0
967
0
0
1,500
bus_only
1,948
460
521
6
515
623.5
2,983.5
2,360
0
0
1
0
0
0
73
0
9960_9009414
0
7
768
0
0
448
0
1
1,500
bus_only
1,353
768
137
6
131
161.3
2,271.7
2,110.4
0
0
1
0
0
13
13
1
9960_9009414
1
7
378
70
0
533
84
2
1,550
bus+train
1,142
448
161
6
71
190.1
3,755.5
2,646
919.5
0
1
1
0
0
13
0
9960_9009414
2
7
547
0
0
594
43
1
1,500
bus_only
1,340
547
199
6
150
235.6
3,946.6
3,711
0
0
1
0
0
0
13
0
9960_9009414
3
7
539
0
0
430
43
1
1,500
bus_only
1,227
539
258
6
209
306.2
3,892.7
3,586.5
0
0
1
0
0
0
13
0
9960_9009414
4
7
495
0
0
430
43
1
1,500
bus_only
1,204
495
279
6
230
331.2
3,627.2
3,296
0
0
1
0
0
0
13
0
9960_9009414
5
7
538
0
0
586
43
2
1,500
bus_only
1,358
538
234
6
185
277.7
3,988.7
3,711
0
0
1
0
0
0
13
0
9960_9009414
6
7
772
0
0
321
122
1
1,500
bus_only
1,493
772
400
6
272
476.8
3,393.1
2,916.3
0
0
1
0
0
0
13
0
9960_9010043
0
3
265
0
0
345
43
1
1,500
bus_only
978
265
368
6
319
438.1
2,030.7
1,592.5
0
0
1
0
0
4
17
0.235294
9960_9010043
1
3
229
0
0
156
0
0
1,500
bus_only
856
229
471
6
465
563.1
1,785.6
1,222.5
0
0
1
0
0
13
17
0.764706
9960_9010043
2
3
194
0
0
156
0
0
1,500
bus_only
911
194
561
6
555
670.8
1,772.2
1,101.4
0
0
1
0
0
0
17
0
9960_9010053
0
6
125
0
0
201
0
0
1,500
bus_only
602
125
276
6
270
328.7
917.1
588.4
0
0
1
0
0
2
14
0.222222
9960_9010053
1
6
105
0
0
201
0
0
1,500
bus_only
841
105
535
6
529
639.9
1,055.3
415.4
0
0
1
0
0
7
14
0.777778
9960_9010053
2
6
1,008
0
0
269
0
0
1,500
bus_only
2,042
1,008
765
350
415
917.3
2,927.9
2,010.6
0
0
1
0
0
0
14
0
9960_9010053
3
6
259
0
0
60
0
0
1,500
bus_only
1,127
259
808
294
514
968.8
1,273.1
304.3
0
0
1
0
0
0
14
0
9960_9010053
4
6
326
0
0
60
0
0
1,500
bus_only
1,199
326
813
294
519
974.5
1,388.8
414.2
0
0
1
0
0
0
14
0
9960_9010053
5
6
664
0
0
329
0
0
1,500
bus_only
2,113
664
1,120
350
770
1,342.3
2,717.7
1,375.4
0
0
1
0
0
0
14
0
9960_9013827
0
7
279
0
0
135
0
0
1,500
bus_only
468
279
54
6
48
62.6
1,516.5
1,453.9
0
0
1
0
0
0
42
0