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
9950_9034956
1
3
0
180
0
190
0
0
1,550
train_only
813
180
443
82
361
530
3,170.3
0
2,640.3
0
0
1
0
0
155
0
9950_9034956
2
3
229
0
0
244
0
0
1,500
bus_only
958
229
485
1
484
580.4
3,063.7
2,483.3
0
0
1
0
0
0
155
0
9950_9034958
0
6
240
0
0
160
0
0
1,500
bus_only
402
240
2
1
1
1
2,484.3
2,483.3
0
0
1
0
0
553
553
1
9950_9034958
1
6
308
0
0
160
0
0
1,500
bus_only
978
308
510
1
509
611.4
3,547.1
2,935.7
0
0
1
0
0
0
553
0
9950_9034958
2
6
278
0
0
303
0
0
1,500
bus_only
1,171
278
590
195
395
706
2,674.5
1,968.5
0
0
1
0
0
0
553
0
9950_9034958
3
6
281
0
0
494
0
1
1,500
bus_only
1,171
281
396
1
395
473.9
2,606.9
2,132.9
0
0
1
0
0
0
553
0
9950_9034958
4
6
317
0
0
494
0
1
1,500
bus_only
1,236
317
425
1
424
508.5
3,055
2,546.5
0
0
1
0
0
0
553
0
9950_9034958
5
6
314
0
0
303
0
0
1,500
bus_only
1,236
314
619
195
424
740.5
3,122.6
2,382.1
0
0
1
0
0
0
553
0
9950_9036732
0
16
55
0
0
45
0
0
1,500
bus_only
102
55
2
1
1
1.7
657.4
655.7
0
0
1
0
0
124
124
1
9950_9036732
1
16
118
0
0
130
0
0
1,500
bus_only
426
118
178
1
177
212.8
1,028.6
815.8
0
0
1
0
0
0
124
0
9950_9036732
2
16
214
0
0
130
0
0
1,500
bus_only
487
214
143
1
142
170.2
1,295.4
1,125.2
0
0
1
0
0
0
124
0
9950_9036732
3
16
146
0
0
130
0
0
1,500
bus_only
455
146
179
1
178
214
1,063.4
849.4
0
0
1
0
0
0
124
0
9950_9036732
4
16
38
0
0
130
0
0
1,500
bus_only
471
38
303
1
302
363.1
753.6
390.5
0
0
1
0
0
0
124
0
9950_9036732
5
16
130
0
0
169
0
1
1,500
bus_only
580
130
281
1
280
336.2
1,240.6
904.4
0
0
1
0
0
0
124
0
9950_9036732
6
16
192
0
0
169
0
1
1,500
bus_only
652
192
291
1
290
348.4
1,395.4
1,047.1
0
0
1
0
0
0
124
0
9950_9036732
7
16
222
0
0
169
0
1
1,500
bus_only
753
222
362
1
361
432.9
1,565.9
1,133
0
0
1
0
0
0
124
0
9950_9036732
8
16
71
0
0
255
0
1
1,500
bus_only
717
71
391
1
390
466.9
1,487.3
1,020.4
0
0
1
0
0
0
124
0
9950_9036732
9
16
153
0
0
438
0
0
1,500
bus_only
1,045
153
454
1
453
544.1
1,605.5
1,061.4
0
0
1
0
0
0
124
0
9950_9036732
10
16
0
100
0
503
0
0
1,550
train_only
1,086
100
483
89
394
578.6
1,661.1
0
1,082.5
0
0
1
0
0
124
0
9950_9036732
11
16
141
0
0
356
0
1
1,500
bus_only
967
141
470
1
469
563.5
1,935.6
1,372
0
0
1
0
0
0
124
0
9950_9036732
12
16
283
0
0
169
0
1
1,500
bus_only
1,003
283
551
1
550
660
1,972.4
1,312.4
0
0
1
0
0
0
124
0
9950_9036732
13
16
112
0
0
164
0
0
1,500
bus_only
925
112
649
136
513
778.1
948.9
170.8
0
0
1
0
0
0
124
0
9950_9036732
14
16
169
0
0
224
0
0
1,500
bus_only
1,076
169
683
136
547
819.2
1,209.4
390.2
0
0
1
0
0
0
124
0
9950_9036732
15
16
337
0
0
338
0
0
1,500
bus_only
1,420
337
745
195
550
892.1
2,040
1,147.9
0
0
1
0
0
0
124
0
9950_9036837
0
3
831
0
0
114
0
0
2,500
bus_only
947
831
2
1
1
1.3
6,305.5
6,304.2
0
0
1
0
0
29
29
1
9950_9036837
1
3
929
0
0
114
0
0
2,500
bus_only
1,437
929
394
1
393
472.1
7,125.4
6,653.3
0
0
1
0
0
0
29
0
9950_9036837
2
3
776
0
0
174
0
0
2,500
bus_only
1,442
776
492
1
491
588.4
6,395.1
5,806.7
0
0
1
0
0
0
29
0
9954_14495
0
12
459
0
0
100
0
0
1,500
bus_only
607
459
48
10
38
56.1
1,251.3
1,195.3
0
0
1
0
0
294
294
1
9954_14495
1
12
390
0
0
40
0
0
1,500
bus_only
782
390
352
10
342
421.3
1,349.5
928.1
0
0
1
0
0
0
294
0
9954_14495
2
12
567
0
0
41
0
0
1,500
bus_only
809
567
201
31
170
240.6
1,831.8
1,591.2
0
0
1
0
0
0
294
0
9954_14495
3
12
512
0
0
40
0
0
1,500
bus_only
797
512
245
10
235
292.5
1,732
1,439.6
0
0
1
0
0
0
294
0
9954_14495
4
12
625
0
0
41
0
0
1,500
bus_only
986
625
320
31
289
383.3
2,087.2
1,703.9
0
0
1
0
0
0
294
0
9954_14495
5
12
601
0
0
257
0
1
1,500
bus_only
1,186
601
328
31
297
393
2,473.2
2,080.2
0
0
1
0
0
0
294
0
9954_14495
6
12
345
0
0
287
0
0
1,500
bus_only
1,060
345
428
10
418
512.3
2,114.3
1,602
0
0
1
0
0
0
294
0
9954_14495
7
12
538
0
0
214
0
0
1,500
bus_only
1,186
538
434
137
297
520.1
2,626.7
2,106.6
0
0
1
0
0
0
294
0
9954_14495
8
12
700
0
0
41
0
0
1,500
bus_only
1,197
700
456
31
425
546.5
2,410.6
1,864.1
0
0
1
0
0
0
294
0
9954_14495
9
12
493
0
0
257
0
1
1,500
bus_only
1,229
493
479
31
448
574.7
2,283.1
1,708.4
0
0
1
0
0
0
294
0
9954_14495
10
12
430
0
0
214
0
0
1,500
bus_only
1,229
430
585
137
448
701.8
2,436.5
1,734.7
0
0
1
0
0
0
294
0
9954_14495
11
12
500
0
0
1,004
0
0
1,500
bus_only
1,964
500
460
10
450
551.4
2,383.4
1,832
0
0
1
0
0
0
294
0
9954_8002269
0
14
1,275
0
0
43
0
0
1,500
bus_only
1,338
1,275
20
10
10
23.2
3,825.3
3,802.2
0
0
1
0
0
0
15
0
9954_8002269
1
14
602
0
0
40
0
0
1,500
bus_only
1,016
602
374
171
203
447.5
3,203.5
2,756.1
0
0
1
0
0
0
15
0
9954_8002269
2
14
1,261
0
0
327
0
1
1,500
bus_only
1,737
1,261
149
10
139
178
3,889.1
3,711.1
0
0
1
0
0
0
15
0
9954_8002269
3
14
814
0
0
180
0
1
1,500
bus_only
1,145
814
151
31
120
180.3
3,177.3
2,997
0
0
1
0
0
0
15
0
9954_8002269
4
14
712
0
0
180
0
1
1,500
bus_only
1,075
712
183
31
152
218.9
3,081.4
2,862.5
0
0
1
0
0
0
15
0
9954_8002269
5
14
1,259
0
0
365
0
0
1,500
bus_only
1,792
1,259
168
5
163
199.7
5,013.3
4,813.6
0
0
1
0
0
15
15
1
9954_8002269
6
14
1,232
0
0
128
0
0
1,500
bus_only
1,570
1,232
210
10
200
251.5
3,630.2
3,378.7
0
0
1
0
0
0
15
0
9954_8002269
7
14
708
0
0
100
0
0
1,500
bus_only
1,104
708
296
171
125
353.1
3,243.3
2,890.2
0
0
1
0
0
0
15
0
9954_8002269
8
14
1,360
0
0
84
0
0
1,500
bus_only
1,692
1,360
248
10
238
295.4
4,312.4
4,016.9
0
0
1
0
0
0
15
0
9954_8002269
9
14
1,187
0
0
114
0
0
1,500
bus_only
1,654
1,187
353
10
343
422.1
3,911.5
3,489.4
0
0
1
0
0
0
15
0
9954_8002269
10
14
1,325
0
0
365
0
0
1,500
bus_only
2,149
1,325
459
5
454
549.2
5,717.2
5,168.1
0
0
1
0
0
0
15
0
9954_8002269
11
14
1,350
0
0
327
0
1
1,500
bus_only
2,073
1,350
396
10
386
473.7
4,423.7
3,950
0
0
1
0
0
0
15
0
9954_8002269
12
14
895
0
0
120
0
1
1,500
bus_only
1,495
895
480
31
449
575.3
3,926.9
3,351.6
0
0
1
0
0
0
15
0
9954_8002269
13
14
774
0
0
100
0
0
1,500
bus_only
1,499
774
625
171
454
748.1
3,992.9
3,244.8
0
0
1
0
0
0
15
0
9954_8002275
0
15
480
0
0
56
0
0
1,500
bus_only
548
480
12
5
7
13.3
1,464.9
1,451.6
0
0
1
0
0
318
318
1
9954_8002275
1
15
431
0
0
56
0
0
1,500
bus_only
722
431
235
5
230
281
1,524.3
1,243.3
0
0
1
0
0
0
318
0
9954_8002275
2
15
557
0
0
128
0
0
1,500
bus_only
969
557
284
10
274
339.7
1,535
1,195.3
0
0
1
0
0
0
318
0
9954_8002275
3
15
433
0
0
764
0
0
1,500
bus_only
1,421
433
224
10
214
267.7
1,774.4
1,506.6
0
0
1
0
0
0
318
0
9954_8002275
4
15
592
0
0
189
0
0
1,500
bus_only
1,098
592
317
10
307
379.8
2,533.8
2,154
0
0
1
0
0
0
318
0
9954_8002275
5
15
656
0
0
189
0
0
1,500
bus_only
1,199
656
354
10
344
423.5
2,814
2,390.5
0
0
1
0
0
0
318
0
9954_8002275
6
15
627
0
0
116
0
0
1,500
bus_only
1,123
627
380
5
375
453.9
2,249
1,795
0
0
1
0
0
0
318
0
9954_8002275
7
15
666
0
0
55
0
0
1,500
bus_only
1,100
666
379
31
348
454.6
2,045.7
1,591.2
0
0
1
0
0
0
318
0
9954_8002275
8
15
536
0
0
249
0
0
1,500
bus_only
1,229
536
444
10
434
530.2
2,478.2
1,948
0
0
1
0
0
0
318
0
9954_8002275
9
15
636
0
0
803
0
1
1,500
bus_only
1,722
636
283
10
273
338.8
2,494.3
2,155.5
0
0
1
0
0
0
318
0
9954_8002275
10
15
729
0
0
55
0
0
1,500
bus_only
1,237
729
453
31
422
543
2,246.8
1,703.9
0
0
1
0
0
0
318
0
9954_8002275
11
15
469
0
0
824
0
0
1,500
bus_only
1,711
469
418
10
408
500.1
2,204.7
1,704.6
0
0
1
0
0
0
318
0
9954_8002275
12
15
1,061
0
0
540
0
1
1,500
bus_only
1,963
1,061
362
31
331
433.3
4,372.5
3,939.2
0
0
1
0
0
0
318
0
9954_8002275
13
15
325
0
0
148
0
0
1,500
bus_only
1,056
325
583
5
578
698.1
1,906.3
1,208.2
0
0
1
0
0
0
318
0
9954_8002275
14
15
2,261
0
0
97
0
0
1,500
bus_only
2,747
2,261
389
31
358
465.8
6,595.4
6,129.6
0
0
1
0
0
0
318
0
9954_9572
0
20
904
0
0
73
0
0
1,500
bus_only
1,033
904
56
10
46
66.8
2,330.2
2,263.3
0
0
1
0
0
144
246
0.585366
9954_9572
1
20
711
0
0
129
0
0
1,500
bus_only
967
711
127
5
122
151.5
2,276.5
2,125
0
0
1
0
0
0
246
0
9954_9572
2
20
806
0
0
129
0
0
1,500
bus_only
1,005
806
70
5
65
82.8
2,369.5
2,286.7
0
0
1
0
0
102
246
0.414634
9954_9572
3
20
796
0
0
73
0
0
1,500
bus_only
1,033
796
164
10
154
195.6
2,283.6
2,087.9
0
0
1
0
0
0
246
0
9954_9572
4
20
981
0
0
73
0
0
1,500
bus_only
1,419
981
365
10
355
437.5
2,979.8
2,542.2
0
0
1
0
0
0
246
0
9954_9572
5
20
877
0
0
189
0
0
1,500
bus_only
1,447
877
381
5
376
455.6
3,038.9
2,583.4
0
0
1
0
0
0
246
0
9954_9572
6
20
982
0
0
338
0
0
1,500
bus_only
1,706
982
386
10
376
462.3
3,021.6
2,559.2
0
0
1
0
0
0
246
0
9954_9572
7
20
631
0
0
129
0
0
1,500
bus_only
1,258
631
498
5
493
597
2,392
1,795
0
0
1
0
0
0
246
0
9954_9572
8
20
691
0
0
73
0
0
1,500
bus_only
1,275
691
511
10
501
612
2,391.3
1,779.3
0
0
1
0
0
0
246
0
9954_9572
9
20
1,461
0
0
343
0
1
1,500
bus_only
2,154
1,461
350
10
340
419.3
4,537.5
4,118.3
0
0
1
0
0
0
246
0
9954_9572
10
20
628
0
0
151
0
1
1,500
bus_only
1,254
628
475
10
465
569.4
2,947.2
2,377.8
0
0
1
0
0
0
246
0
9954_9572
11
20
1,965
0
0
364
0
0
1,500
bus_only
2,700
1,965
371
31
340
444.8
5,733.8
5,289
0
0
1
0
0
0
246
0
9954_9572
12
20
726
0
0
211
0
1
1,500
bus_only
1,430
726
493
10
483
589.9
3,356.5
2,766.6
0
0
1
0
0
0
246
0
9954_9572
13
20
1,411
0
0
343
0
1
1,500
bus_only
2,149
1,411
395
10
385
472.5
4,469.1
3,996.6
0
0
1
0
0
0
246
0
9954_9572
14
20
899
0
0
446
0
1
1,500
bus_only
1,793
899
448
31
417
536.8
3,738.8
3,202
0
0
1
0
0
0
246
0
9954_9572
15
20
1,915
0
0
364
0
0
1,500
bus_only
2,695
1,915
416
31
385
498
5,665.3
5,167.3
0
0
1
0
0
0
246
0
9954_9572
16
20
1,542
0
0
343
0
1
1,500
bus_only
2,297
1,542
412
10
402
493.8
4,904.8
4,410.9
0
0
1
0
0
0
246
0
9954_9572
17
20
1,374
0
0
364
0
0
1,500
bus_only
2,234
1,374
496
31
465
594.9
4,143.4
3,548.5
0
0
1
0
0
0
246
0
9954_9572
18
20
828
0
0
411
0
0
1,500
bus_only
1,793
828
554
137
417
663.9
3,892.2
3,228.3
0
0
1
0
0
0
246
0
9954_9572
19
20
2,046
0
0
364
0
0
1,500
bus_only
2,843
2,046
433
31
402
519.3
6,101
5,581.7
0
0
1
0
0
0
246
0
9954_9586
0
9
670
0
0
68
0
0
1,500
bus_only
745
670
7
5
2
7.7
2,591
2,583.4
0
0
1
0
0
35
105
1
9954_9586
1
9
599
0
0
68
0
0
1,500
bus_only
1,005
599
338
5
333
404
2,690.7
2,286.7
0
0
1
0
0
0
105
0
9954_9586
2
9
1,176
0
0
132
0
0
1,500
bus_only
1,465
1,176
157
10
147
188
4,557.6
4,369.6
0
0
1
0
0
0
105
0
9954_9586
3
9
1,367
0
0
216
0
0
1,500
bus_only
1,826
1,367
243
10
233
290.2
4,097.5
3,807.3
0
0
1
0
0
0
105
0
9954_9586
4
9
910
0
0
216
0
0
1,500
bus_only
1,448
910
322
10
312
385.5
2,944.7
2,559.2
0
0
1
0
0
0
105
0
9954_9586
5
9
1,078
0
0
132
0
0
1,500
bus_only
1,561
1,078
351
10
341
420.2
4,401
3,980.8
0
0
1
0
0
0
105
0
9954_9586
6
9
535
0
0
68
0
0
1,500
bus_only
1,087
535
484
5
479
579.2
2,704.2
2,125
0
0
1
0
0
0
105
0
9954_9586
7
9
1,280
0
0
276
0
0
1,500
bus_only
2,007
1,280
451
10
441
539.2
4,131.8
3,592.5
0
0
1
0
0
0
105
0
9954_9586
8
9
1,801
0
0
495
0
0
1,500
bus_only
2,846
1,801
550
31
519
659.4
5,826.7
5,167.3
0
0
1
0
0
0
105
0
9954_9591
0
20
718
0
0
174
0
0
1,500
bus_only
905
718
13
5
8
14.8
2,139.8
2,125
0
0
1
0
0
190
190
1
9954_9591
1
20
738
0
0
119
0
0
1,500
bus_only
906
738
49
10
39
57.5
2,145.4
2,087.9
0
0
1
0
0
0
190
0
9954_9591
2
20
842
0
0
119
0
0
1,500
bus_only
1,131
842
170
10
160
202.7
2,466
2,263.3
0
0
1
0
0
0
190
0