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
1001_9011367
9
14
1,603
0
0
239
106
1
1,500
bus_only
2,435
1,603
593
77
410
709.5
10,422.3
9,712.8
0
0
1
0
0
0
17
0.071429
1001_9011367
10
14
1,426
0
0
538
55
1
1,500
bus_only
2,581
1,426
617
77
485
738.2
9,641.7
8,903.6
0
0
1
0
0
0
17
0.071429
1001_9011367
11
14
1,331
0
0
281
55
2
1,500
bus_only
2,221
1,331
609
69
485
728.4
9,107.8
8,379.4
0
0
1
0
0
0
17
0.071429
1001_9011367
12
14
1,604
0
0
270
0
2
1,500
bus_only
2,508
1,604
634
77
557
759.8
10,129.3
9,369.5
0
0
1
0
0
0
17
0.071429
1001_9011367
13
14
1,529
0
0
239
106
1
1,500
bus_only
2,508
1,529
740
77
557
886.3
10,412.1
9,525.8
0
0
1
0
0
0
17
0.071429
1001_9011501
0
3
1,212
0
0
349
0
1
1,500
bus_only
1,644
1,212
83
77
6
98.7
5,856.3
5,757.6
0
0
1
0
0
0
14
0.333333
1001_9011501
1
3
1,125
0
0
349
0
1
1,500
bus_only
1,845
1,125
371
77
294
443.4
5,944.8
5,501.4
0
0
1
0
0
0
14
0.333333
1001_9011501
2
3
1,040
0
0
349
0
1
1,500
bus_only
1,966
1,040
577
77
500
690.4
6,005.4
5,315
0
0
1
0
0
0
14
0.333333
1001_9011907
0
25
2,206
0
0
377
21
1
1,500
bus_only
2,686
2,206
103
77
5
121.9
11,286.5
11,164.6
0
0
1
0
0
0
14
0.04
1001_9011907
1
25
1,738
0
0
190
319
1
1,500
bus_only
2,329
1,738
401
77
5
479.2
11,287.4
10,808.3
0
0
1
0
0
0
14
0.04
1001_9011907
2
25
1,816
0
0
564
54
1
1,500
bus_only
2,516
1,816
136
77
5
160.3
11,172.3
11,012
0
0
1
0
0
0
14
0.04
1001_9011907
3
25
1,999
0
0
390
23
1
1,500
bus_only
2,551
1,999
162
77
62
191.7
13,179.7
12,988
0
0
1
0
0
0
14
0.04
1001_9011907
4
25
1,964
0
0
330
23
1
1,500
bus_only
2,546
1,964
252
77
152
300.7
13,090.9
12,790.2
0
0
1
0
0
0
14
0.04
1001_9011907
5
25
2,129
0
0
377
21
1
1,500
bus_only
2,804
2,129
298
77
200
356.1
11,343.2
10,987.2
0
0
1
0
0
0
14
0.04
1001_9011907
6
25
2,318
0
0
377
21
1
1,500
bus_only
3,000
2,318
305
77
207
364.4
11,716.1
11,351.7
0
0
1
0
0
0
14
0.04
1001_9011907
7
25
2,307
0
0
762
0
1
1,500
bus_only
3,327
2,307
258
77
181
307.8
13,512.7
13,204.9
0
0
1
0
0
0
14
0.04
1001_9011907
8
25
2,032
0
0
330
23
1
1,500
bus_only
2,728
2,032
366
77
266
437.2
13,598.6
13,161.4
0
0
1
0
0
0
14
0.04
1001_9011907
9
25
1,928
0
0
634
0
2
1,500
bus_only
2,841
1,928
279
77
202
333.4
13,226.7
12,893.3
0
0
1
0
0
0
14
0.04
1001_9011907
10
25
2,085
0
0
377
21
1
1,500
bus_only
2,837
2,085
375
77
277
448.6
11,356.1
10,907.5
0
0
1
0
0
0
14
0.04
1001_9011907
11
25
2,111
0
0
634
0
2
1,500
bus_only
3,023
2,111
278
77
201
332.3
13,570.1
13,237.8
0
0
1
0
0
0
14
0.04
1001_9011907
12
25
1,934
0
0
390
23
1
1,500
bus_only
2,786
1,934
462
77
362
551.7
13,149
12,597.3
0
0
1
0
0
0
14
0.04
1001_9011907
13
25
2,060
0
0
330
23
1
1,500
bus_only
2,855
2,060
465
77
365
556.4
13,829.1
13,272.8
0
0
1
0
0
0
14
0.04
1001_9011907
14
25
2,249
0
0
762
0
1
1,500
bus_only
3,388
2,249
377
77
300
451.3
13,535.6
13,084.2
0
0
1
0
0
0
14
0.04
1001_9011907
15
25
2,170
0
0
634
0
2
1,500
bus_only
3,178
2,170
374
77
297
447.2
13,789
13,341.9
0
0
1
0
0
0
14
0.04
1001_9011907
16
25
2,033
0
0
377
21
1
1,500
bus_only
2,911
2,033
501
77
403
599.6
11,390
10,790.4
0
0
1
0
0
0
14
0.04
1001_9011907
17
25
1,661
0
0
190
319
1
1,500
bus_only
2,447
1,661
596
77
200
713.3
11,344.2
10,630.8
0
0
1
0
0
0
14
0.04
1001_9011907
18
25
1,702
0
0
564
54
1
1,500
bus_only
2,810
1,702
544
77
413
650.5
11,294
10,643.4
0
0
1
0
0
0
14
0.04
1001_9011907
19
25
1,850
0
0
190
319
1
1,500
bus_only
2,643
1,850
603
77
207
721.6
11,717
10,995.4
0
0
1
0
0
0
14
0.04
1001_9011907
20
25
1,871
0
0
634
0
2
1,500
bus_only
2,972
1,871
467
77
390
559.3
13,283.1
12,723.7
0
0
1
0
0
0
14
0.04
1001_9011907
21
25
2,444
0
0
245
0
1
1,500
bus_only
3,223
2,444
534
77
457
639.1
15,316.6
14,677.5
0
0
1
0
0
0
14
0.04
1001_9011907
22
25
2,390
0
0
675
45
1
1,500
bus_only
3,577
2,390
512
77
390
612.3
14,216.1
13,603.8
0
0
1
0
0
0
14
0.04
1001_9011907
23
25
1,617
0
0
190
319
1
1,500
bus_only
2,480
1,617
673
77
277
805.9
11,357.1
10,551.2
0
0
1
0
0
0
14
0.04
1001_9011907
24
25
2,571
0
0
762
0
1
1,500
bus_only
3,845
2,571
512
77
435
613.5
14,353
13,739.5
0
0
1
0
0
0
14
0.04
1001_9174
0
3
1,264
0
0
175
0
0
1,500
bus_only
1,517
1,264
78
77
1
91.9
7,700.2
7,608.2
0
0
1
0
0
12
27
1
1001_9174
1
3
1,440
0
0
235
0
0
1,500
bus_only
2,040
1,440
365
77
288
436.8
8,313.8
7,877
0
0
1
0
0
0
27
0
1001_9174
2
3
1,273
0
0
189
0
1
1,500
bus_only
2,161
1,273
699
69
630
837.2
9,382.5
8,545.2
0
0
1
0
0
0
27
0
1001_9207109
0
5
546
0
0
411
0
0
1,500
bus_only
1,146
546
189
77
112
223.8
4,017
3,793.2
0
0
1
0
0
0
21
0.2
1001_9207109
1
5
771
0
0
140
0
0
1,500
bus_only
1,328
771
417
44
373
497.9
4,899.3
4,401.4
0
0
1
0
0
0
21
0.2
1001_9207109
2
5
506
0
0
514
0
0
1,500
bus_only
1,509
506
489
77
412
585.3
4,495.4
3,910.2
0
0
1
0
0
0
21
0.2
1001_9207109
3
5
746
0
0
251
0
1
1,500
bus_only
1,487
746
490
44
446
587
4,795.7
4,208.7
0
0
1
0
0
0
21
0.2
1001_9207109
4
5
573
0
0
514
0
0
1,500
bus_only
1,631
573
544
77
467
651.8
4,800.2
4,148.4
0
0
1
0
0
0
21
0.2
10020_216
0
7
270
1,560
0
673
56
2
1,650
bus+train
2,580
1,830
77
1
20
90.5
15,549.2
1,256.1
14,202.6
0
1
1
0
0
24
0
10020_216
1
7
218
1,560
0
622
159
1
1,650
bus+train
2,580
1,778
180
1
20
214.4
15,690.5
1,273.5
14,202.6
0
1
1
0
24
24
1
10020_216
2
7
631
1,920
0
268
81
1
1,750
bus+train
2,940
2,551
121
20
20
143.9
21,220.6
3,305.4
17,771.3
0
1
1
0
0
24
0
10020_216
3
7
3,318
0
0
511
0
1
1,700
bus_only
3,989
3,318
160
1
159
190.4
20,868.5
20,678.2
0
0
1
0
0
0
24
0
10020_216
4
7
2,935
0
0
391
0
1
1,600
bus_only
3,554
2,935
228
1
227
271.7
17,789.6
17,517.9
0
0
1
0
0
0
24
0
10020_216
5
7
2,971
0
0
391
0
1
1,600
bus_only
3,635
2,971
273
1
272
325.5
18,325.5
17,999.9
0
0
1
0
0
0
24
0
10020_216
6
7
3,356
0
0
511
0
1
1,700
bus_only
4,296
3,356
429
1
428
514
21,450.3
20,936.3
0
0
1
0
0
0
24
0
10020_219
0
15
219
1,230
0
566
159
1
1,550
bus+train
2,183
1,449
168
1
8
200.8
12,362.5
1,273.5
10,888.3
0
1
1
0
54
54
1
10020_219
1
15
1,962
0
0
519
0
2
1,500
bus_only
2,713
1,962
232
1
231
277.8
13,180.5
12,902.7
0
0
1
0
0
0
54
0
10020_219
2
15
2,142
0
0
551
0
1
1,600
bus_only
2,916
2,142
223
1
222
266.1
16,168.1
15,902
0
0
1
0
0
0
54
0
10020_219
3
15
2,613
0
0
435
0
2
1,600
bus_only
3,188
2,613
140
1
139
167.4
18,633.2
18,465.8
0
0
1
0
0
0
54
0
10020_219
4
15
2,094
0
0
731
0
1
1,500
bus_only
3,054
2,094
229
1
228
272.9
14,650.3
14,377.4
0
0
1
0
0
0
54
0
10020_219
5
15
1,864
0
0
652
0
2
1,500
bus_only
2,739
1,864
223
1
222
266.1
14,760.1
14,493.9
0
0
1
0
0
0
54
0
10020_219
6
15
2,586
0
0
449
0
1
1,600
bus_only
3,288
2,586
253
1
252
301.4
18,636.9
18,335.5
0
0
1
0
0
0
54
0
10020_219
7
15
2,008
0
0
589
59
1
1,600
bus_only
2,909
2,008
312
1
252
371.1
15,702.6
15,331.5
0
0
1
0
0
0
54
0
10020_219
8
15
2,134
0
0
575
0
2
1,600
bus_only
2,946
2,134
237
1
236
281.8
15,976.2
15,694.4
0
0
1
0
0
0
54
0
10020_219
9
15
2,645
0
0
389
0
1
1,600
bus_only
3,338
2,645
304
1
303
363.7
19,215.7
18,852
0
0
1
0
0
0
54
0
10020_219
10
15
2,067
0
0
529
59
1
1,600
bus_only
2,959
2,067
363
1
303
433.4
16,281.4
15,848
0
0
1
0
0
0
54
0
10020_219
11
15
2,011
0
0
519
0
2
1,500
bus_only
2,834
2,011
304
1
303
363.7
13,548.9
13,185.2
0
0
1
0
0
0
54
0
10020_219
12
15
2,031
0
0
611
0
1
1,600
bus_only
3,072
2,031
430
1
429
514.9
15,773.4
15,258.4
0
0
1
0
0
0
54
0
10020_219
13
15
2,223
0
0
671
0
1
1,500
bus_only
3,306
2,223
412
1
411
492.8
15,231.9
14,739
0
0
1
0
0
0
54
0
10020_219
14
15
1,753
0
0
712
0
2
1,500
bus_only
2,895
1,753
430
1
429
513.9
14,364.3
13,850.4
0
0
1
0
0
0
54
0
10020_220
0
7
243
1,080
0
527
56
2
1,550
bus+train
1,913
1,323
63
1
6
74.3
10,867.5
1,256.1
9,537.1
0
1
1
0
0
38
0
10020_220
1
7
219
1,080
0
448
159
1
1,550
bus+train
1,913
1,299
166
1
6
198.2
11,008.8
1,273.5
9,537.1
0
1
1
0
38
38
1
10020_220
2
7
1,959
0
0
549
59
1
1,500
bus_only
2,721
1,959
213
1
153
252.9
14,630
14,377.1
0
0
1
0
0
0
38
0
10020_220
3
7
2,381
0
0
545
0
1
1,600
bus_only
3,118
2,381
192
1
191
229.6
17,020.2
16,790.6
0
0
1
0
0
0
38
0
10020_220
4
7
2,093
0
0
1,169
0
2
1,600
bus_only
3,549
2,093
287
1
286
343.9
15,926.9
15,583
0
0
1
0
0
0
38
0
10020_220
5
7
1,880
0
0
489
59
1
1,500
bus_only
2,942
1,880
573
1
513
685.5
14,471.2
13,785.7
0
0
1
0
0
0
38
0
10020_220
6
7
2,040
0
0
508
84
1
1,500
bus_only
3,131
2,040
583
1
498
697.6
13,233.9
12,536.3
0
0
1
0
0
0
38
0
10020_221
0
3
219
960
0
381
159
1
1,550
bus+train
1,726
1,179
166
1
6
198.3
9,830.9
1,273.5
8,359.1
0
1
1
0
52
52
1
10020_221
1
3
2,005
0
0
399
43
1
1,500
bus_only
2,693
2,005
289
1
245
345.9
15,320.3
14,974.3
0
0
1
0
0
0
52
0
10020_221
2
3
1,928
0
0
459
43
1
1,500
bus_only
2,716
1,928
329
1
285
393.7
14,871.9
14,478.2
0
0
1
0
0
0
52
0
10020_222
0
13
261
840
0
520
56
2
1,550
bus+train
1,734
1,101
113
1
56
133.9
8,908.4
1,256.1
7,518.4
0
1
1
0
0
99
0
10020_222
1
13
168
840
0
474
195
1
1,550
bus+train
1,734
1,008
252
1
56
300.6
8,775.2
956.3
7,518.4
0
1
1
0
99
99
1
10020_222
2
13
2,434
0
0
493
0
1
1,600
bus_only
3,033
2,434
106
1
105
125.6
15,486.7
15,361.1
0
0
1
0
0
0
99
0
10020_222
3
13
1,709
0
0
587
0
2
1,500
bus_only
2,449
1,709
153
1
152
183.1
11,246.4
11,063.4
0
0
1
0
0
0
99
0
10020_222
4
13
225
840
0
603
159
1
1,550
bus+train
1,884
1,065
216
1
56
257.8
9,049.7
1,273.5
7,518.4
0
1
1
0
0
99
0
10020_222
5
13
1,807
0
0
650
59
1
1,500
bus_only
2,622
1,807
165
1
105
195.3
12,552.4
12,357.2
0
0
1
0
0
0
99
0
10020_222
6
13
2,455
0
0
585
0
1
1,600
bus_only
3,193
2,455
153
1
152
183.1
15,508.2
15,325.2
0
0
1
0
0
0
99
0
10020_222
7
13
2,501
0
0
456
0
1
1,600
bus_only
3,213
2,501
256
1
255
306.6
15,885.1
15,578.5
0
0
1
0
0
0
99
0
10020_222
8
13
1,634
0
0
647
0
2
1,500
bus_only
2,557
1,634
276
1
275
330
11,134.2
10,804.2
0
0
1
0
0
0
99
0
10020_222
9
13
1,884
0
0
650
0
2
1,500
bus_only
2,801
1,884
267
1
266
318.7
11,347.7
11,029
0
0
1
0
0
0
99
0
10020_222
10
13
2,380
0
0
645
0
1
1,600
bus_only
3,301
2,380
276
1
275
330
15,396
15,066
0
0
1
0
0
0
99
0
10020_222
11
13
2,375
0
0
456
0
1
1,500
bus_only
3,291
2,375
460
1
459
550.3
15,422.2
14,871.8
0
0
1
0
0
0
99
0
10020_222
12
13
1,744
0
0
710
59
1
1,500
bus_only
2,973
1,744
519
1
459
620
12,487.9
11,867.9
0
0
1
0
0
0
99
0
10020_223
0
3
207
690
0
484
156
1
1,550
bus+train
1,588
897
207
1
50
246.8
7,544.6
1,002.7
6,295.1
0
1
1
0
31
31
1
10020_223
1
3
1,532
0
0
786
0
2
1,500
bus_only
2,441
1,532
123
1
122
146.7
9,949
9,802.3
0
0
1
0
0
0
31
0
10020_223
2
3
1,490
0
0
786
0
2
1,500
bus_only
2,617
1,490
341
1
340
408.4
9,873.9
9,465.5
0
0
1
0
0
0
31
0
10020_224
0
11
194
600
0
292
156
1
1,550
bus+train
1,247
794
161
1
4
191.6
6,852.3
1,002.7
5,658
0
1
1
0
29
29
1
10020_224
1
11
1,041
0
0
479
0
2
1,500
bus_only
1,681
1,041
161
1
160
192.6
8,440.6
8,248.1
0
0
1
0
0
0
29
0
10020_224
2
11
1,051
0
0
889
0
1
1,500
bus_only
2,101
1,051
161
1
160
192.6
8,440.6
8,248.1
0
0
1
0
0
0
29
0
10020_224
3
11
1,085
0
0
234
201
1
1,500
bus_only
1,681
1,085
362
1
160
432.9
8,812.6
8,379.6
0
0
1
0
0
0
29
0
10020_224
4
11
1,098
0
0
479
0
2
1,500
bus_only
1,961
1,098
384
1
383
460.1
8,906.4
8,446.3
0
0
1
0
0
0
29
0
10020_224
5
11
1,108
0
0
889
0
1
1,500
bus_only
2,381
1,108
384
1
383
460.1
8,906.4
8,446.3
0
0
1
0
0
0
29
0
10020_224
6
11
1,007
0
0
479
0
2
1,500
bus_only
1,888
1,007
402
1
401
481.9
8,231.6
7,749.7
0
0
1
0
0
0
29
0
10020_224
7
11
1,017
0
0
889
0
1
1,500
bus_only
2,308
1,017
402
1
401
481.9
8,231.6
7,749.7
0
0
1
0
0
0
29
0
10020_224
8
11
1,930
0
0
214
23
1
1,500
bus_only
2,614
1,930
470
178
269
562.9
10,865.1
10,302.2
0
0
1
0
0
0
29
0
10020_224
9
11
1,142
0
0
234
201
1
1,500
bus_only
1,961
1,142
585
1
383
700.4
9,278.3
8,577.8
0
0
1
0
0
0
29
0
10020_224
10
11
1,051
0
0
234
201
1
1,500
bus_only
1,888
1,051
603
1
401
722.2
8,603.5
7,881.3
0
0
1
0
0
0
29
0