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
9987_1455
3
6
2,326
0
0
1,132
0
0
1,500
bus_only
3,848
2,326
390
8
382
465.9
9,030.2
8,564.3
0
0
1
0
0
0
35
0.166667
9987_1455
4
6
2,120
0
0
543
0
2
1,500
bus_only
3,126
2,120
463
76
387
553.1
7,696.9
7,143.8
0
0
1
0
0
0
35
0.166667
9987_1455
5
6
2,223
0
0
784
0
1
1,500
bus_only
3,483
2,223
476
76
400
569.4
7,533.1
6,963.7
0
0
1
0
0
0
35
0.166667
9987_1456
0
23
688
300
0
400
51
1
1,550
bus+train
1,481
988
93
12
30
108.9
5,931.9
2,501.2
3,321.8
0
1
1
0
47
47
1
9987_1456
1
23
1,589
0
0
452
0
2
1,500
bus_only
2,457
1,589
416
76
340
497.7
6,782.6
6,284.9
0
0
1
0
0
0
47
0
9987_1456
2
23
2,800
0
0
160
0
0
1,500
bus_only
3,603
2,800
643
495
148
769.4
8,352.6
7,583.2
0
0
1
0
0
0
47
0
9987_1456
3
23
1,688
0
0
904
4
1
1,500
bus_only
2,779
1,688
187
8
175
222.6
6,885.9
6,663.3
0
0
1
0
0
0
47
0
9987_1456
4
23
1,775
0
0
747
25
1
1,500
bus_only
2,849
1,775
327
8
294
389.7
7,476.8
7,087.2
0
0
1
0
0
0
47
0
9987_1456
5
23
1,937
0
0
747
25
1
1,500
bus_only
3,021
1,937
337
8
304
401.1
8,059.1
7,658
0
0
1
0
0
0
47
0
9987_1456
6
23
2,080
0
0
710
35
1
1,500
bus_only
3,177
2,080
387
12
340
462.5
6,783.2
6,320.7
0
0
1
0
0
0
47
0
9987_1456
7
23
1,938
0
0
938
4
2
1,500
bus_only
3,207
1,938
331
8
319
395.6
8,345.4
7,949.9
0
0
1
0
0
0
47
0
9987_1456
8
23
1,900
0
0
624
0
2
1,500
bus_only
2,904
1,900
380
76
304
453.7
6,773.4
6,319.7
0
0
1
0
0
0
47
0
9987_1456
9
23
1,774
0
0
927
4
1
1,500
bus_only
3,137
1,774
436
8
424
520.9
7,793.6
7,272.7
0
0
1
0
0
0
47
0
9987_1456
10
23
1,926
0
0
1,146
25
1
1,500
bus_only
3,474
1,926
402
8
369
478.9
8,275.5
7,796.6
0
0
1
0
0
0
47
0
9987_1456
11
23
1,900
0
0
904
4
1
1,500
bus_only
3,269
1,900
465
8
453
556.1
7,754
7,197.9
0
0
1
0
0
0
47
0
9987_1456
12
23
1,747
0
0
750
9
1
1,500
bus_only
3,005
1,747
508
8
491
607.9
7,086.8
6,478.9
0
0
1
0
0
0
47
0
9987_1456
13
23
1,619
0
0
736
0
2
1,500
bus_only
2,814
1,619
459
76
383
548.7
6,269.1
5,720.3
0
0
1
0
0
0
47
0
9987_1456
14
23
1,618
0
0
496
0
2
1,500
bus_only
2,643
1,618
529
76
453
633.4
7,157.3
6,523.9
0
0
1
0
0
0
47
0
9987_1456
15
23
2,004
0
0
710
35
1
1,500
bus_only
3,243
2,004
529
12
482
633.2
6,668.9
6,035.7
0
0
1
0
0
0
47
0
9987_1456
16
23
1,513
0
0
452
0
2
1,500
bus_only
2,523
1,513
558
76
482
668.4
6,668.3
5,999.9
0
0
1
0
0
0
47
0
9987_1456
17
23
1,884
0
0
842
5
1
1,500
bus_only
3,265
1,884
539
8
526
643.8
7,251.5
6,607.7
0
0
1
0
0
0
47
0
9987_1456
18
23
1,698
0
0
449
153
1
1,500
bus_only
2,759
1,698
612
76
383
732.2
6,846.5
6,114.4
0
0
1
0
0
0
47
0
9987_1456
19
23
1,550
0
0
447
0
2
1,500
bus_only
2,564
1,550
567
76
491
678.2
6,203.6
5,525.3
0
0
1
0
0
0
47
0
9987_1456
20
23
2,021
0
0
761
0
1
1,500
bus_only
3,327
2,021
545
76
469
652.7
7,458.4
6,805.7
0
0
1
0
0
0
47
0
9987_1456
21
23
1,476
0
0
512
0
2
1,500
bus_only
2,623
1,476
635
76
559
759.5
6,641.5
5,882.1
0
0
1
0
0
0
47
0
9987_1456
22
23
2,032
0
0
526
55
1
1,500
bus_only
3,190
2,032
632
76
501
757
7,239.2
6,482.3
0
0
1
0
0
0
47
0
9987_1457
0
7
1,352
0
0
398
0
0
1,500
bus_only
1,839
1,352
89
8
81
104.7
5,562.7
5,458.1
0
0
1
0
0
0
41
0
9987_1457
1
7
560
180
0
544
54
1
1,550
bus+train
1,362
740
78
8
16
91.9
4,653.4
2,499.6
2,062
0
1
1
0
41
41
1
9987_1457
2
7
2,097
0
0
556
0
0
1,500
bus_only
2,792
2,097
139
12
127
165.4
5,019.7
4,854.3
0
0
1
0
0
0
41
0
9987_1457
3
7
1,218
0
0
513
0
1
1,500
bus_only
2,056
1,218
325
76
249
388.8
5,133.1
4,744.3
0
0
1
0
0
0
41
0
9987_1457
4
7
1,238
0
0
458
0
0
1,500
bus_only
2,080
1,238
384
8
376
458.3
5,566.3
5,108
0
0
1
0
0
0
41
0
9987_1457
5
7
1,486
0
0
458
0
0
1,500
bus_only
2,340
1,486
396
8
388
473
6,264.1
5,791.1
0
0
1
0
0
0
41
0
9987_1457
6
7
1,166
0
0
657
0
2
1,500
bus_only
2,402
1,166
579
76
503
692.8
5,119.5
4,426.7
0
0
1
0
0
0
41
0
9987_216
0
19
651
960
900
965
95
2
4,450
bus+train+gtx
3,603
2,511
127
12
20
150
36,280.2
2,503.3
8,875.9
24,750.9
1
1
1
0
13
0
9987_216
1
19
651
330
720
898
312
2
3,700
bus+train+gtx
2,943
1,701
344
12
20
410.4
25,078.2
2,503.3
3,314.3
18,850.2
1
1
1
0
13
0
9987_216
2
19
2,633
930
0
1,361
57
1
1,850
bus+train
5,013
3,563
89
12
20
104.8
27,149
18,499.6
8,544.6
0
1
1
0
1
13
1
9987_216
3
19
5,706
0
0
869
0
1
1,800
bus_only
6,826
5,706
251
8
243
299.7
28,527.5
28,227.8
0
0
1
0
0
0
13
0
9987_216
4
19
1,415
0
720
827
121
2
3,950
bus+gtx
3,249
2,135
287
12
154
339.9
27,113.1
7,923
0
18,850.2
1
0
1
0
13
0
9987_216
5
19
1,139
0
720
1,089
121
2
3,700
bus+gtx
3,308
1,859
360
12
227
428
25,218.6
5,940.5
0
18,850.2
1
0
1
0
13
0
9987_216
6
19
1,230
0
720
951
121
3
3,950
bus+gtx
3,261
1,950
360
12
227
428
26,551.7
7,273.6
0
18,850.2
1
0
1
0
13
0
9987_216
7
19
1,259
0
720
1,142
121
2
3,950
bus+gtx
3,526
1,979
405
12
272
481.9
25,718.8
6,386.8
0
18,850.2
1
0
1
0
13
0
9987_216
8
19
1,436
0
720
910
121
3
3,950
bus+gtx
3,497
2,156
431
12
298
513.4
27,567.6
8,204
0
18,850.2
1
0
1
0
13
0
9987_216
9
19
1,266
0
720
1,077
121
3
3,950
bus+gtx
3,494
1,986
431
12
298
513.4
27,119.2
7,755.6
0
18,850.2
1
0
1
0
13
0
9987_216
10
19
1,544
0
720
1,185
121
4
3,950
bus+gtx
3,801
2,264
352
12
219
419.8
27,606.9
8,337
0
18,850.2
1
0
1
0
13
0
9987_216
11
19
1,450
0
720
827
121
2
3,950
bus+gtx
3,558
2,170
561
12
428
670.3
27,701.6
8,181.2
0
18,850.2
1
0
1
0
13
0
9987_216
12
19
1,104
0
720
747
391
2
3,700
bus+gtx
3,217
1,824
646
12
243
772.3
25,515.7
5,893.3
0
18,850.2
1
0
1
0
13
0
9987_216
13
19
1,492
0
720
1,181
121
4
3,950
bus+gtx
3,885
2,212
492
12
359
586.8
27,086.6
7,649.7
0
18,850.2
1
0
1
0
13
0
9987_216
14
19
5,514
0
0
1,014
5
1
3,000
bus_only
6,816
5,514
288
8
275
343.3
33,432.6
33,089.3
0
0
1
0
0
0
13
0
9987_216
15
19
5,742
0
0
869
0
1
1,800
bus_only
6,924
5,742
313
8
305
373.9
29,083.7
28,709.8
0
0
1
0
0
0
13
0
9987_216
16
19
4,140
0
0
1,662
144
1
1,800
bus_only
6,220
4,140
418
12
262
499.4
27,579.6
27,080.2
0
0
1
0
0
0
13
0
9987_216
17
19
6,141
0
0
623
65
1
1,900
bus_only
7,161
6,141
397
8
324
474.5
35,458.4
34,983.9
0
0
1
0
0
0
13
0
9987_216
18
19
6,211
0
0
1,137
63
1
1,900
bus_only
7,847
6,211
499
8
428
597.1
31,615.1
31,017.9
0
0
1
0
0
0
13
0
9987_219
0
7
723
0
720
607
80
2
3,700
bus+gtx
2,301
1,443
251
12
159
298.8
21,870.7
2,721.7
0
18,850.2
1
0
1
0
18
0
9987_219
1
7
677
0
720
469
26
1
3,700
bus+gtx
2,198
1,397
332
12
294
396.8
21,750.2
2,503.3
0
18,850.2
1
0
1
0
18
0
9987_219
2
7
4,384
0
0
1,966
65
1
1,700
bus_only
6,655
4,384
305
12
228
363.8
23,484
23,120.2
0
0
1
0
0
0
18
0
9987_219
3
7
722
0
720
614
130
2
3,700
bus+gtx
2,419
1,442
363
12
221
433.1
22,200
2,916.7
0
18,850.2
1
0
1
0
18
0
9987_219
4
7
5,595
0
0
899
0
1
1,800
bus_only
6,993
5,595
499
8
491
596.5
25,950.9
25,354.4
0
0
1
0
0
0
18
0
9987_219
5
7
3,464
1,680
0
821
146
1
1,950
bus+train
6,484
5,144
519
8
365
620.2
32,262.1
16,118.8
15,523.2
0
1
1
0
18
18
1
9987_219
6
7
4,446
0
0
1,966
65
1
1,700
bus_only
6,980
4,446
568
12
491
679.6
24,082.2
23,402.6
0
0
1
0
0
0
18
0
9987_222
0
16
479
104
540
862
131
2
3,450
bus+train+gtx
2,281
1,123
296
8
157
352.4
19,422
2,499.6
1,586.8
14,983.2
1
1
1
0
13
0.0625
9987_222
1
16
636
0
540
932
233
2
3,450
bus+gtx
2,454
1,176
346
8
105
412.1
19,247.2
3,851.9
0
14,983.2
1
0
1
0
13
0.0625
9987_222
2
16
4,459
0
0
852
0
0
1,700
bus_only
5,584
4,459
273
12
261
326.2
20,621.7
20,295.4
0
0
1
0
0
0
13
0.0625
9987_222
3
16
3,772
210
0
1,046
57
1
1,750
bus+train
5,153
3,982
125
12
56
148.2
20,508.2
18,499.6
1,860.4
0
1
1
0
0
13
0.0625
9987_222
4
16
1,053
0
720
875
122
2
3,950
bus+gtx
2,930
1,773
282
8
152
335.5
25,442.9
6,257.3
0
18,850.2
1
0
1
0
13
0.0625
9987_222
5
16
954
0
720
935
122
2
3,700
bus+gtx
2,903
1,674
294
8
164
348.1
25,170.8
5,972.5
0
18,850.2
1
0
1
0
13
0.0625
9987_222
6
16
1,017
0
720
756
162
2
3,950
bus+gtx
2,827
1,737
334
8
164
396
25,855.2
6,609
0
18,850.2
1
0
1
0
13
0.0625
9987_222
7
16
970
0
540
1,089
137
2
3,450
bus+gtx
2,903
1,510
304
8
159
361.7
19,583.7
4,238.7
0
14,983.2
1
0
1
0
13
0.0625
9987_222
8
16
1,046
0
720
696
162
2
3,950
bus+gtx
2,807
1,766
345
8
175
411
26,081.7
6,820.6
0
18,850.2
1
0
1
0
13
0.0625
9987_222
9
16
1,067
0
540
1,029
137
2
3,450
bus+gtx
2,995
1,607
359
8
214
428
19,815.2
4,404
0
14,983.2
1
0
1
0
13
0.0625
9987_222
10
16
735
0
540
862
313
2
3,450
bus+gtx
2,633
1,275
496
8
175
592.3
19,990.4
4,414.9
0
14,983.2
1
0
1
0
13
0.0625
9987_222
11
16
703
0
540
822
233
2
3,450
bus+gtx
2,663
1,243
598
8
357
714.9
19,879.3
4,181.2
0
14,983.2
1
0
1
0
13
0.0625
9987_222
12
16
4,958
0
0
319
0
0
1,700
bus_only
5,610
4,958
333
8
325
397.7
22,335.9
21,938.2
0
0
1
0
0
0
13
0.0625
9987_222
13
16
613
0
540
822
233
2
3,450
bus+gtx
2,618
1,153
643
8
402
768.8
19,244.6
3,492.5
0
14,983.2
1
0
1
0
13
0.0625
9987_222
14
16
4,856
0
0
319
0
0
1,700
bus_only
5,528
4,856
353
8
345
421.6
21,671.1
21,249.5
0
0
1
0
0
0
13
0.0625
9987_222
15
16
4,979
0
0
459
106
1
1,700
bus_only
5,711
4,979
273
8
159
325.8
21,824.7
21,498.9
0
0
1
0
0
0
13
0.0625
9987_4103533
0
17
1,542
0
0
349
0
1
1,500
bus_only
1,903
1,542
12
12
0
13.7
6,532.3
6,518.6
0
0
1
0
0
10
18
0.555556
9987_4103533
1
17
1,299
0
0
316
86
1
1,500
bus_only
1,713
1,299
98
12
0
116
6,532.3
6,416.3
0
0
1
0
0
8
18
0.444444
9987_4103533
2
17
2,848
0
0
2,299
0
0
1,500
bus_only
5,275
2,848
128
76
52
152.4
10,854.6
10,702.2
0
0
1
0
0
0
18
0
9987_4103533
3
17
1,647
0
0
349
0
1
1,500
bus_only
2,254
1,647
258
12
246
308.2
7,045
6,736.7
0
0
1
0
0
0
18
0
9987_4103533
4
17
1,395
0
0
316
86
1
1,500
bus_only
2,055
1,395
344
12
246
410.5
7,044.9
6,634.4
0
0
1
0
0
0
18
0
9987_4103533
5
17
1,403
0
0
409
0
1
1,500
bus_only
2,174
1,403
362
12
350
432.1
6,613.9
6,181.8
0
0
1
0
0
0
18
0
9987_4103533
6
17
1,650
0
0
953
62
1
1,500
bus_only
2,910
1,650
307
12
233
366
7,536.9
7,170.9
0
0
1
0
0
0
18
0
9987_4103533
7
17
1,238
0
0
376
86
1
1,500
bus_only
2,062
1,238
448
12
350
534.3
6,613.8
6,079.5
0
0
1
0
0
0
18
0
9987_4103533
8
17
2,090
0
0
697
0
1
1,500
bus_only
3,150
2,090
363
12
351
433.8
6,963.6
6,529.9
0
0
1
0
0
0
18
0
9987_4103533
9
17
1,788
0
0
953
0
1
1,500
bus_only
3,104
1,788
363
12
351
433.8
6,494.5
6,060.7
0
0
1
0
0
0
18
0
9987_4103533
10
17
2,102
0
0
932
0
1
1,500
bus_only
3,374
2,102
340
12
328
406.3
7,517.3
7,111
0
0
1
0
0
0
18
0
9987_4103533
11
17
1,350
0
0
514
86
1
1,500
bus_only
2,416
1,350
552
12
454
659.5
6,893.8
6,234.3
0
0
1
0
0
0
18
0
9987_4103533
12
17
1,691
0
0
1,046
0
2
1,500
bus_only
3,100
1,691
363
12
351
433.8
6,494.5
6,060.7
0
0
1
0
0
0
18
0
9987_4103533
13
17
1,260
0
0
454
86
1
1,500
bus_only
2,355
1,260
641
12
543
766.6
6,686.5
5,919.9
0
0
1
0
0
0
18
0
9987_4103533
14
17
1,401
0
0
514
86
1
1,500
bus_only
2,552
1,401
637
12
539
761
7,202.6
6,441.6
0
0
1
0
0
0
18
0
9987_4103533
15
17
2,782
0
0
2,239
0
0
1,500
bus_only
5,311
2,782
290
76
214
346
10,815.3
10,469.3
0
0
1
0
0
0
18
0
9987_4103533
16
17
2,156
0
0
932
0
1
1,500
bus_only
3,640
2,156
552
12
540
661.4
7,961.8
7,300.4
0
0
1
0
0
0
18
0
9987_8001060
0
11
344
0
0
66
0
0
1,500
bus_only
448
344
38
8
30
43.9
1,192.3
1,148.4
0
0
1
0
0
58
58
1
9987_8001060
1
11
238
0
0
275
0
0
1,500
bus_only
731
238
218
12
206
259.9
1,301.1
1,041.2
0
0
1
0
0
0
58
0
9987_8001060
2
11
469
0
0
252
0
0
1,500
bus_only
911
469
190
12
178
226.6
1,468.3
1,241.8
0
0
1
0
0
0
58
0
9987_8001060
3
11
329
0
0
252
0
0
1,500
bus_only
913
329
332
12
320
397.6
1,238.6
841
0
0
1
0
0
0
58
0
9987_8001060
4
11
311
0
0
275
0
0
1,500
bus_only
974
311
388
12
376
464
1,828.1
1,364.2
0
0
1
0
0
0
58
0
9987_8001060
5
11
253
0
0
871
0
0
1,500
bus_only
1,503
253
379
12
367
453.8
1,653.9
1,200.1
0
0
1
0
0
0
58
0
9987_8001060
6
11
539
0
0
312
0
0
1,500
bus_only
1,320
539
469
12
457
561.6
2,069
1,507.4
0
0
1
0
0
0
58
0
9987_8001060
7
11
259
0
0
797
0
0
1,500
bus_only
1,529
259
473
12
461
566
1,614.2
1,048.3
0
0
1
0
0
0
58
0