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
9947_9950
4
10
202
0
0
258
0
0
1,500
bus_only
750
202
290
1
289
345.9
1,323.3
977.5
0
0
1
0
0
0
265
0
9947_9950
5
10
534
0
0
135
0
0
1,500
bus_only
988
534
319
36
283
381.4
1,743.4
1,362
0
0
1
0
0
0
265
0
9947_9950
6
10
157
0
0
258
0
0
1,500
bus_only
825
157
410
1
409
490.7
1,107
616.3
0
0
1
0
0
0
265
0
9947_9950
7
10
242
0
0
375
0
0
1,500
bus_only
1,028
242
411
1
410
490.9
1,862.7
1,371.7
0
0
1
0
0
87
265
0.328302
9947_9950
8
10
399
0
0
415
0
0
1,500
bus_only
1,320
399
506
1
505
605.9
1,769
1,163.1
0
0
1
0
0
0
265
0
9947_9950
9
10
466
0
0
135
0
0
1,500
bus_only
1,142
466
541
36
505
647.6
1,772.6
1,125
0
0
1
0
0
0
265
0
9950_7000167
0
9
235
0
0
395
0
0
1,500
bus_only
633
235
3
1
2
2.4
2,288.6
2,286.2
0
0
1
0
0
108
108
1
9950_7000167
1
9
187
0
0
395
0
0
1,500
bus_only
755
187
173
1
172
206.6
2,340.2
2,133.7
0
0
1
0
0
0
108
0
9950_7000167
2
9
133
0
0
395
0
0
1,500
bus_only
917
133
389
1
388
465.8
2,176.4
1,710.7
0
0
1
0
0
0
108
0
9950_7000167
3
9
177
0
0
421
0
1
1,500
bus_only
973
177
375
1
374
449.3
2,749.8
2,300.6
0
0
1
0
0
0
108
0
9950_7000167
4
9
292
0
0
395
0
0
1,500
bus_only
1,072
292
385
1
384
460.7
3,088.8
2,628
0
0
1
0
0
0
108
0
9950_7000167
5
9
172
0
0
232
0
0
1,500
bus_only
973
172
569
195
374
681.3
2,817.4
2,136.1
0
0
1
0
0
0
108
0
9950_7000167
6
9
1,047
0
0
244
0
0
1,500
bus_only
1,821
1,047
530
136
394
634.3
2,869.8
2,235.5
0
0
1
0
0
0
108
0
9950_7000167
7
9
1,333
0
0
244
0
0
1,500
bus_only
2,157
1,333
580
136
444
695
3,520.2
2,825.3
0
0
1
0
0
0
108
0
9950_7000167
8
9
1,008
0
0
184
0
0
1,500
bus_only
1,813
1,008
621
136
485
744.8
2,898.6
2,153.8
0
0
1
0
0
0
108
0
9950_70653
0
9
198
0
0
143
0
0
1,500
bus_only
343
198
2
1
1
1.4
2,135
2,133.7
0
0
1
0
0
139
139
1
9950_70653
1
9
237
0
0
143
0
0
1,500
bus_only
553
237
173
1
172
206.2
2,492.4
2,286.2
0
0
1
0
0
0
139
0
9950_70653
2
9
290
0
0
203
0
0
1,500
bus_only
948
290
455
1
454
545.1
3,173.2
2,628
0
0
1
0
0
0
139
0
9950_70653
3
9
187
0
0
401
0
1
1,500
bus_only
798
187
210
1
209
250.5
2,551.1
2,300.6
0
0
1
0
0
0
139
0
9950_70653
4
9
143
0
0
203
0
0
1,500
bus_only
822
143
476
1
475
569.7
2,280.4
1,710.7
0
0
1
0
0
0
139
0
9950_70653
5
9
278
0
0
401
0
1
1,500
bus_only
1,220
278
541
1
540
648.7
3,244.3
2,595.6
0
0
1
0
0
0
139
0
9950_70653
6
9
274
0
0
211
0
0
1,500
bus_only
1,220
274
735
195
540
880.7
3,311.9
2,431.2
0
0
1
0
0
0
139
0
9950_70653
7
9
1,274
0
0
262
0
0
1,500
bus_only
2,160
1,274
624
136
488
747.7
3,573
2,825.3
0
0
1
0
0
0
139
0
9950_70653
8
9
1,013
0
0
322
0
0
1,500
bus_only
2,003
1,013
668
136
532
800.1
3,035.6
2,235.5
0
0
1
0
0
0
139
0
9950_72251
0
7
1,008
0
0
341
0
0
1,500
bus_only
1,358
1,008
9
1
8
10.3
7,206.4
7,196.1
0
0
1
0
0
29
29
1
9950_72251
1
7
991
0
0
176
0
0
1,500
bus_only
1,318
991
151
1
150
179.7
7,267.9
7,088.2
0
0
1
0
0
0
29
0
9950_72251
2
7
1,069
0
0
236
0
0
1,500
bus_only
1,581
1,069
276
1
275
329.8
7,790
7,460.2
0
0
1
0
0
0
29
0
9950_72251
3
7
985
0
0
316
0
1
1,500
bus_only
1,678
985
377
1
376
451.2
7,563.8
7,112.6
0
0
1
0
0
0
29
0
9950_72251
4
7
1,243
0
0
236
0
0
1,500
bus_only
1,898
1,243
419
1
418
501.1
8,981
8,479.9
0
0
1
0
0
0
29
0
9950_72251
5
7
1,108
0
0
591
0
1
1,500
bus_only
2,079
1,108
380
1
379
455.3
7,327.4
6,872.2
0
0
1
0
0
0
29
0
9950_72251
6
7
1,197
0
0
651
0
1
1,500
bus_only
2,330
1,197
482
1
481
576.7
8,067.2
7,490.5
0
0
1
0
0
0
29
0
9950_72410
0
10
912
0
0
262
0
0
1,500
bus_only
1,188
912
14
1
13
15.6
7,103.8
7,088.2
0
0
1
0
0
29
40
0.725
9950_72410
1
10
903
0
0
242
0
1
1,500
bus_only
1,159
903
14
1
13
15.6
7,103.8
7,088.2
0
0
1
0
0
2
40
0.05
9950_72410
2
10
938
0
0
196
0
0
1,500
bus_only
1,245
938
111
1
110
131.9
7,328
7,196.1
0
0
1
0
0
0
40
0
9950_72410
3
10
905
0
0
242
0
1
1,500
bus_only
1,410
905
263
1
262
314.8
7,427.4
7,112.6
0
0
1
0
0
0
40
0
9950_72410
4
10
1,165
0
0
546
0
0
1,500
bus_only
2,012
1,165
301
1
300
359.6
8,839.6
8,479.9
0
0
1
0
0
9
40
0.225
9950_72410
5
10
998
0
0
196
0
0
1,500
bus_only
1,591
998
397
1
396
474
7,925.2
7,451.2
0
0
1
0
0
0
40
0
9950_72410
6
10
1,023
0
0
330
0
1
1,500
bus_only
1,673
1,023
320
1
319
382.7
7,254.9
6,872.2
0
0
1
0
0
0
40
0
9950_72410
7
10
901
0
0
52
0
0
1,500
bus_only
1,410
901
457
195
262
546.9
7,495
6,948.1
0
0
1
0
0
0
40
0
9950_72410
8
10
1,019
0
0
140
0
0
1,500
bus_only
1,673
1,019
514
195
319
614.8
7,322.5
6,707.7
0
0
1
0
0
0
40
0
9950_72410
9
10
1,232
0
0
606
0
0
1,500
bus_only
2,380
1,232
542
1
541
649.4
9,553.2
8,903.8
0
0
1
0
0
0
40
0
9950_72411
0
9
956
0
0
271
0
0
1,500
bus_only
1,229
956
2
1
1
1.6
7,452.8
7,451.2
0
0
1
0
0
40
53
0.754717
9950_72411
1
9
957
0
0
119
0
1
1,500
bus_only
1,078
957
2
1
1
1.6
7,461.8
7,460.2
0
0
1
0
0
1
53
0.018868
9950_72411
2
9
896
0
0
271
0
0
1,500
bus_only
1,456
896
289
1
288
346
7,542.1
7,196.1
0
0
1
0
0
0
53
0
9950_72411
3
9
1,044
0
0
162
0
1
1,500
bus_only
1,595
1,044
389
1
388
465
7,955.4
7,490.5
0
0
1
0
0
0
53
0
9950_72411
4
9
886
0
0
347
0
0
1,500
bus_only
1,650
886
417
1
416
498.1
7,586.2
7,088.2
0
0
1
0
0
12
53
0.226415
9950_72411
5
9
990
0
0
271
0
0
1,500
bus_only
1,678
990
417
1
416
499.1
8,319.9
7,820.8
0
0
1
0
0
0
53
0
9950_72411
6
9
875
0
0
179
0
1
1,500
bus_only
1,449
875
395
1
394
472.1
7,560.2
7,088.2
0
0
1
0
0
0
53
0
9950_72411
7
9
981
0
0
234
0
2
1,500
bus_only
1,632
981
417
1
416
499.1
8,328.9
7,829.8
0
0
1
0
0
0
53
0
9950_72411
8
9
1,039
0
0
453
0
0
1,500
bus_only
2,089
1,039
597
195
402
715.1
8,041.1
7,326
0
0
1
0
0
0
53
0
9950_75086
0
6
697
0
0
169
0
0
1,500
bus_only
878
697
12
1
11
13.4
3,675.3
3,661.9
0
0
1
0
0
67
67
1
9950_75086
1
6
537
0
0
169
0
0
1,500
bus_only
1,036
537
330
1
329
395.4
3,765.8
3,370.4
0
0
1
0
0
0
67
0
9950_75086
2
6
746
0
0
169
0
0
1,500
bus_only
1,312
746
397
1
396
475.6
4,484.6
4,008.9
0
0
1
0
0
0
67
0
9950_75086
3
6
471
0
0
392
0
1
1,500
bus_only
1,407
471
544
1
543
650.4
4,253.3
3,602.9
0
0
1
0
0
0
67
0
9950_75086
4
6
496
0
0
181
0
0
1,500
bus_only
1,449
496
772
229
543
924.3
3,937
3,012.7
0
0
1
0
0
0
67
0
9950_75086
5
6
1,699
0
0
93
0
0
1,500
bus_only
2,490
1,699
698
136
562
836.7
5,552.4
4,715.6
0
0
1
0
0
0
67
0
9950_75087
0
4
798
0
0
232
0
0
1,500
bus_only
1,039
798
9
1
8
9.9
4,461.2
4,451.4
0
0
1
0
0
39
39
1
9950_75087
1
4
856
0
0
232
0
0
1,500
bus_only
1,256
856
168
1
167
200.7
4,800.8
4,600.2
0
0
1
0
0
0
39
0
9950_75087
2
4
946
0
0
292
0
0
1,500
bus_only
1,656
946
418
1
417
499.6
5,331
4,831.3
0
0
1
0
0
0
39
0
9950_75087
3
4
743
0
0
292
0
0
1,500
bus_only
1,536
743
501
1
500
598.9
4,607.9
4,008.9
0
0
1
0
0
0
39
0
9950_75088
0
9
889
0
0
683
0
0
1,500
bus_only
1,574
889
2
1
1
1.4
4,601.6
4,600.2
0
0
1
0
0
47
47
1
9950_75088
1
9
1,197
0
0
225
0
1
1,500
bus_only
1,424
1,197
2
1
1
1.4
5,816.8
5,815.4
0
0
1
0
0
0
47
0
9950_75088
2
9
903
0
0
354
0
0
1,500
bus_only
1,424
903
167
166
1
199.4
4,486
4,286.6
0
0
1
0
0
0
47
0
9950_75088
3
9
838
0
0
743
0
0
1,500
bus_only
1,745
838
164
1
163
194.7
4,646.1
4,451.4
0
0
1
0
0
0
47
0
9950_75088
4
9
1,146
0
0
285
0
1
1,500
bus_only
1,595
1,146
164
1
163
194.7
5,861.3
5,666.6
0
0
1
0
0
0
47
0
9950_75088
5
9
954
0
0
743
0
0
1,500
bus_only
1,954
954
257
1
256
306.8
5,138.2
4,831.3
0
0
1
0
0
0
47
0
9950_75088
6
9
852
0
0
414
0
0
1,500
bus_only
1,595
852
329
166
163
392.7
4,530.5
4,137.8
0
0
1
0
0
0
47
0
9950_75088
7
9
1,262
0
0
285
0
1
1,500
bus_only
1,804
1,262
257
1
256
306.8
6,353.4
6,046.5
0
0
1
0
0
0
47
0
9950_75088
8
9
968
0
0
414
0
0
1,500
bus_only
1,804
968
422
166
256
504.8
5,022.5
4,517.7
0
0
1
0
0
0
47
0
9950_75089
0
16
859
0
0
548
0
0
1,500
bus_only
1,409
859
2
1
1
1.7
4,833.1
4,831.3
0
0
1
0
0
57
57
1
9950_75089
1
16
904
0
0
264
0
1
1,500
bus_only
1,206
904
38
1
37
44.1
6,971.3
6,927.2
0
0
1
0
0
0
57
0
9950_75089
2
16
877
0
0
287
0
0
1,500
bus_only
1,331
877
167
166
1
199.7
4,717.4
4,517.7
0
0
1
0
0
0
57
0
9950_75089
3
16
1,094
0
0
235
0
1
1,500
bus_only
1,331
1,094
2
1
1
1.7
6,012.9
6,011.1
0
0
1
0
0
0
57
0
9950_75089
4
16
805
0
0
548
0
0
1,500
bus_only
1,614
805
261
1
260
312.7
4,912.9
4,600.2
0
0
1
0
0
0
57
0
9950_75089
5
16
1,040
0
0
235
0
1
1,500
bus_only
1,536
1,040
261
1
260
312.7
6,092.7
5,780
0
0
1
0
0
0
57
0
9950_75089
6
16
880
0
0
324
0
1
1,500
bus_only
1,481
880
277
1
276
331.2
6,962.4
6,631.3
0
0
1
0
0
0
57
0
9950_75089
7
16
900
0
0
608
0
0
1,500
bus_only
1,854
900
346
1
345
413.9
5,562.5
5,148.6
0
0
1
0
0
0
57
0
9950_75089
8
16
823
0
0
287
0
0
1,500
bus_only
1,536
823
426
166
260
510.6
4,797.2
4,286.6
0
0
1
0
0
0
57
0
9950_75089
9
16
981
0
0
264
0
1
1,500
bus_only
1,611
981
366
1
365
437.7
7,658.4
7,220.7
0
0
1
0
0
0
57
0
9950_75089
10
16
759
0
0
608
0
0
1,500
bus_only
1,781
759
414
1
413
494.3
4,945.7
4,451.4
0
0
1
0
0
0
57
0
9950_75089
11
16
994
0
0
235
0
1
1,500
bus_only
1,655
994
426
1
425
509.8
6,141
5,631.2
0
0
1
0
0
0
57
0
9950_75089
12
16
918
0
0
347
0
0
1,500
bus_only
1,776
918
511
166
345
611.9
5,446.9
4,835
0
0
1
0
0
0
57
0
9950_75089
13
16
777
0
0
347
0
0
1,500
bus_only
1,703
777
579
166
413
692.3
4,830
4,137.8
0
0
1
0
0
0
57
0
9950_75089
14
16
958
0
0
608
0
0
1,500
bus_only
2,108
958
542
1
541
648.6
5,977.7
5,329.1
0
0
1
0
0
0
57
0
9950_75089
15
16
976
0
0
347
0
0
1,500
bus_only
2,030
976
707
166
541
846.6
5,862
5,015.5
0
0
1
0
0
0
57
0
9950_75090
0
10
980
0
0
551
0
0
1,500
bus_only
1,533
980
2
1
1
1.3
5,149.8
5,148.6
0
0
1
0
0
61
61
1
9950_75090
1
10
996
0
0
143
0
0
1,500
bus_only
1,306
996
167
166
1
199.2
5,034.2
4,835
0
0
1
0
0
0
61
0
9950_75090
2
10
1,050
0
0
611
0
0
1,500
bus_only
1,849
1,050
188
1
187
224.2
5,553.3
5,329.1
0
0
1
0
0
0
61
0
9950_75090
3
10
643
150
0
450
62
2
1,550
bus+train
1,322
793
79
1
16
93.4
8,163.6
6,072.9
1,997.3
0
1
1
0
0
61
0
9950_75090
4
10
211
370
0
508
51
1
1,550
bus+train
1,322
581
233
166
16
278.7
5,156.8
1,154.1
3,724
0
1
1
0
0
61
0
9950_75090
5
10
1,066
0
0
203
0
0
1,500
bus_only
1,622
1,066
353
166
187
422.2
5,437.6
5,015.5
0
0
1
0
0
0
61
0
9950_75090
6
10
937
0
0
611
0
0
1,500
bus_only
1,861
937
313
1
312
374.8
5,206.1
4,831.3
0
0
1
0
0
0
61
0
9950_75090
7
10
953
0
0
203
0
0
1,500
bus_only
1,634
953
478
166
312
572.7
5,090.5
4,517.7
0
0
1
0
0
0
61
0
9950_75090
8
10
1,091
0
0
611
0
0
1,500
bus_only
2,236
1,091
534
1
533
639.9
6,280.7
5,640.7
0
0
1
0
0
0
61
0
9950_75090
9
10
1,107
0
0
203
0
0
1,500
bus_only
2,009
1,107
699
166
533
837.9
6,165
5,327.1
0
0
1
0
0
0
61
0
9950_75091
0
9
1,072
0
0
417
0
0
1,500
bus_only
1,491
1,072
2
1
1
1.4
5,330.5
5,329.1
0
0
1
0
0
40
40
1
9950_75091
1
9
1,071
0
0
56
0
0
1,500
bus_only
1,294
1,071
167
166
1
199.4
5,214.8
5,015.5
0
0
1
0
0
0
40
0
9950_75091
2
9
1,002
0
0
477
0
0
1,500
bus_only
1,657
1,002
178
1
177
211.2
5,359.8
5,148.6
0
0
1
0
0
0
40
0
9950_75091
3
9
1,112
0
0
477
0
0
1,500
bus_only
1,925
1,112
336
1
335
402
6,042.7
5,640.7
0
0
1
0
0
0
40
0
9950_75091
4
9
1,001
0
0
116
0
0
1,500
bus_only
1,460
1,001
343
166
177
409.2
5,244.2
4,835
0
0
1
0
0
0
40
0