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
9979_8102495
1
4
77
0
0
157
0
0
1,500
bus_only
584
77
350
53
297
417.3
844.3
427
0
0
1
0
0
0
16
0
9979_8102495
2
4
133
0
0
257
0
0
1,500
bus_only
630
133
240
6
234
286.7
907
620.3
0
0
1
0
0
0
16
0
9979_8102495
3
4
86
0
0
317
0
0
1,500
bus_only
772
86
369
6
363
440.1
917.4
477.3
0
0
1
0
0
0
16
0
9979_8102850
0
4
202
0
0
251
0
0
1,500
bus_only
601
202
148
6
142
175.5
1,003.5
828
0
0
1
0
0
15
15
1
9979_8102850
1
4
124
0
0
191
0
0
1,500
bus_only
740
124
425
6
419
509.4
1,129.7
620.3
0
0
1
0
0
0
15
0
9979_8102850
2
4
71
0
0
251
0
0
1,500
bus_only
879
71
557
6
551
665.8
1,143.1
477.3
0
0
1
0
0
0
15
0
9979_8102850
3
4
64
0
0
131
0
0
1,500
bus_only
781
64
586
53
533
700.7
1,127.7
427
0
0
1
0
0
0
15
0
9979_9841
0
4
695
0
0
226
0
0
1,500
bus_only
931
695
10
6
4
11.4
4,378.3
4,366.8
0
0
1
0
0
13
13
1
9979_9841
1
4
634
0
0
269
0
1
1,500
bus_only
1,086
634
183
6
177
218.9
4,720.7
4,501.8
0
0
1
0
0
0
13
0
9979_9841
2
4
643
0
0
286
0
0
1,500
bus_only
1,284
643
355
6
349
424
4,433.7
4,009.7
0
0
1
0
0
0
13
0
9979_9841
3
4
587
0
0
329
0
1
1,500
bus_only
1,271
587
355
6
349
424
4,433.7
4,009.7
0
0
1
0
0
0
13
0
9985_4116609
0
6
1,183
0
0
709
0
0
1,500
bus_only
1,941
1,183
49
42
7
56.6
4,829.2
4,772.6
0
0
1
0
0
17
17
1
9985_4116609
1
6
1,115
0
0
339
0
1
1,500
bus_only
1,501
1,115
47
46
1
55.4
4,825.2
4,769.9
0
0
1
0
0
0
17
0
9985_4116609
2
6
1,129
0
0
649
0
0
1,500
bus_only
2,109
1,129
331
42
289
396.2
4,914.3
4,518.1
0
0
1
0
0
0
17
0
9985_4116609
3
6
1,069
0
0
339
0
1
1,500
bus_only
1,740
1,069
332
46
286
397.9
4,913.9
4,516
0
0
1
0
0
0
17
0
9985_4116609
4
6
1,067
0
0
649
0
0
1,500
bus_only
2,308
1,067
592
42
550
709.8
4,991.5
4,281.7
0
0
1
0
0
0
17
0
9985_4116609
5
6
1,003
0
0
339
0
1
1,500
bus_only
1,937
1,003
595
46
549
712.5
4,992
4,279.5
0
0
1
0
0
0
17
0
9985_4176901
0
5
1,093
0
0
119
0
0
1,500
bus_only
1,260
1,093
48
42
6
56.3
4,017.9
3,961.6
0
0
1
0
0
15
15
1
9985_4176901
1
5
1,132
0
0
59
0
0
1,500
bus_only
1,429
1,132
238
42
196
284.4
4,414.5
4,130.1
0
0
1
0
0
0
15
0
9985_4176901
2
5
1,170
0
0
119
0
0
1,500
bus_only
1,688
1,170
399
42
357
476.8
4,758.5
4,281.7
0
0
1
0
0
0
15
0
9985_4176901
3
5
1,023
0
0
59
0
0
1,500
bus_only
1,525
1,023
443
42
401
530.4
4,130.8
3,600.4
0
0
1
0
0
0
15
0
9985_4176901
4
5
1,230
0
0
59
0
0
1,500
bus_only
1,811
1,230
522
42
480
625.5
5,143.5
4,518.1
0
0
1
0
0
0
15
0
9985_7000044
0
5
836
0
0
61
0
0
1,500
bus_only
1,026
836
129
42
87
154
2,955.4
2,801.4
0
0
1
0
0
27
27
1
9985_7000044
1
5
694
0
0
61
0
0
1,500
bus_only
1,248
694
493
42
451
590.6
3,063.6
2,473
0
0
1
0
0
0
27
0
9985_7000044
2
5
881
0
0
946
0
0
1,500
bus_only
2,158
881
331
46
285
395.8
3,239
2,843.1
0
0
1
0
0
0
27
0
9985_7000044
3
5
675
0
0
397
0
1
1,500
bus_only
1,403
675
331
46
285
395.8
3,491.3
3,095.4
0
0
1
0
0
0
27
0
9985_7000044
4
5
555
0
0
179
0
0
1,500
bus_only
1,403
555
669
384
285
801.1
3,668.9
2,867.8
0
0
1
0
0
0
27
0
9985_8001788
0
7
210
0
0
64
0
0
1,500
bus_only
329
210
55
46
9
65.5
625.7
560.2
0
0
1
0
0
25
25
1
9985_8001788
1
7
95
0
0
64
0
0
1,500
bus_only
351
95
192
46
146
229.9
655.6
425.7
0
0
1
0
0
0
25
0
9985_8001788
2
7
119
0
0
178
0
0
1,500
bus_only
442
119
145
46
99
172.8
722
549.2
0
0
1
0
0
0
25
0
9985_8001788
3
7
360
0
0
295
0
0
1,500
bus_only
971
360
316
46
270
378.6
1,838.6
1,460
0
0
1
0
0
0
25
0
9985_8001788
4
7
352
0
0
237
0
0
1,500
bus_only
989
352
400
46
354
478.8
1,327.2
848.3
0
0
1
0
0
0
25
0
9985_8001788
5
7
291
0
0
124
0
0
1,500
bus_only
864
291
449
46
403
536.9
1,451.6
914.7
0
0
1
0
0
0
25
0
9985_8001788
6
7
313
0
0
295
0
0
1,500
bus_only
1,025
313
417
46
371
498.8
1,794.6
1,295.8
0
0
1
0
0
0
25
0
9985_8501313
0
6
247
0
0
178
0
0
1,500
bus_only
478
247
53
46
7
62.4
1,476
1,413.6
0
0
1
0
0
88
88
1
9985_8501313
1
6
192
0
0
178
0
0
1,500
bus_only
732
192
362
46
316
433.7
1,571.7
1,137.9
0
0
1
0
0
0
88
0
9985_8501313
2
6
501
0
0
132
0
0
1,500
bus_only
974
501
341
46
295
407.8
1,906.4
1,498.6
0
0
1
0
0
0
88
0
9985_8501313
3
6
407
0
0
424
0
0
1,500
bus_only
1,352
407
521
46
475
622.6
1,699.8
1,077.2
0
0
1
0
0
0
88
0
9985_8501313
4
6
621
0
0
192
0
0
1,500
bus_only
1,393
621
580
46
534
695.2
2,526.8
1,831.6
0
0
1
0
0
0
88
0
9985_8501313
5
6
720
0
0
132
0
0
1,500
bus_only
1,449
720
597
46
551
715.3
2,791.9
2,076.6
0
0
1
0
0
0
88
0
9985_8501560
0
3
631
0
0
49
0
0
1,500
bus_only
730
631
50
42
8
59.1
2,034.9
1,975.8
0
0
1
0
0
139
139
1
9985_8501560
1
3
705
0
0
109
0
0
1,500
bus_only
1,403
705
589
42
547
705.4
3,178.4
2,473
0
0
1
0
0
0
139
0
9985_8501560
2
3
748
0
0
979
0
0
1,500
bus_only
2,230
748
503
46
457
602.7
2,434.3
1,831.6
0
0
1
0
0
0
139
0
9985_8501561
0
4
563
0
0
113
0
0
1,500
bus_only
731
563
55
46
9
64.8
2,536.2
2,471.4
0
0
1
0
0
0
20
0
9985_8501561
1
4
499
0
0
113
0
0
1,500
bus_only
1,210
499
598
46
552
716.7
2,690.4
1,973.7
0
0
1
0
0
0
20
0
9985_8501561
2
4
748
0
0
229
0
0
1,500
bus_only
1,369
748
392
42
350
468.2
3,252.6
2,784.4
0
0
1
0
0
20
20
1
9985_8501561
3
4
677
0
0
113
0
0
1,500
bus_only
1,263
677
473
46
427
566.5
3,409.6
2,843.1
0
0
1
0
0
0
20
0
9985_9900
0
6
362
0
0
150
0
0
1,500
bus_only
565
362
53
42
11
62.4
1,212.5
1,150
0
0
1
0
0
66
66
1
9985_9900
1
6
274
0
0
150
0
0
1,500
bus_only
727
274
303
42
261
362.7
1,278.5
915.8
0
0
1
0
0
0
66
0
9985_9900
2
6
485
0
0
40
0
0
1,500
bus_only
798
485
273
46
227
326.3
1,403.6
1,077.2
0
0
1
0
0
0
66
0
9985_9900
3
6
434
0
0
150
0
0
1,500
bus_only
937
434
353
42
311
422.6
1,848.2
1,425.6
0
0
1
0
0
0
66
0
9985_9900
4
6
419
0
0
40
0
0
1,500
bus_only
980
419
521
46
475
624.5
1,472.9
848.3
0
0
1
0
0
0
66
0
9985_9900
5
6
500
0
0
523
0
0
1,500
bus_only
1,470
500
447
46
401
535.8
2,034.4
1,498.6
0
0
1
0
0
0
66
0
9985_9921
0
10
250
0
0
57
0
0
1,500
bus_only
358
250
51
42
9
59.9
975.7
915.8
0
0
1
0
0
70
70
1
9985_9921
1
10
175
0
0
140
0
0
1,500
bus_only
373
175
58
46
12
69
972.1
903.1
0
0
1
0
0
0
70
0
9985_9921
2
10
321
0
0
117
0
0
1,500
bus_only
744
321
306
42
264
365.9
1,515.9
1,150
0
0
1
0
0
0
70
0
9985_9921
3
10
447
0
0
526
0
0
1,500
bus_only
1,213
447
240
46
194
287.4
1,364.6
1,077.2
0
0
1
0
0
0
70
0
9985_9921
4
10
241
0
0
140
0
0
1,500
bus_only
694
241
313
46
267
374.2
1,512.1
1,137.9
0
0
1
0
0
0
70
0
9985_9921
5
10
380
0
0
526
0
0
1,500
bus_only
1,246
380
340
46
294
407.2
1,255.6
848.3
0
0
1
0
0
0
70
0
9985_9921
6
10
186
0
0
57
0
0
1,500
bus_only
679
186
436
42
394
521.7
1,083.1
561.3
0
0
1
0
0
0
70
0
9985_9921
7
10
229
0
0
54
0
0
1,500
bus_only
726
229
443
46
397
530.1
1,090.3
560.2
0
0
1
0
0
0
70
0
9985_9921
8
10
119
0
0
143
0
0
1,500
bus_only
761
119
499
46
453
596.2
1,145.4
549.2
0
0
1
0
0
0
70
0
9985_9921
9
10
79
0
0
117
0
0
1,500
bus_only
750
79
554
42
512
662.8
1,090
427.1
0
0
1
0
0
0
70
0
9987_10718
0
16
3,338
0
0
538
0
0
1,600
bus_only
3,891
3,338
15
8
7
15.9
16,134.7
16,118.8
0
0
1
0
0
37
37
1
9987_10718
1
16
1,247
630
0
905
212
2
1,650
bus+train
3,014
1,877
232
12
8
274.2
16,441.2
8,245.4
7,921.6
0
1
1
0
0
37
0
9987_10718
2
16
3,391
0
0
538
0
0
1,600
bus_only
4,302
3,391
373
8
365
446.2
16,896
16,449.8
0
0
1
0
0
0
37
0
9987_10718
3
16
1,979
810
0
800
89
2
1,650
bus+train
3,692
2,789
103
12
2
120.3
19,316
5,874.5
13,321.2
0
1
1
0
0
37
0
9987_10718
4
16
3,505
0
0
276
90
1
1,600
bus_only
3,890
3,505
109
12
7
128
16,230.2
16,102.2
0
0
1
0
0
0
37
0
9987_10718
5
16
1,722
630
0
991
138
2
1,650
bus+train
3,500
2,352
157
12
7
184.8
16,141.5
8,035.1
7,921.6
0
1
1
0
0
37
0
9987_10718
6
16
668
1,530
0
857
82
2
1,750
bus+train
3,330
2,198
275
12
181
326.6
22,408
2,503.3
19,578.1
0
1
1
0
0
37
0
9987_10718
7
16
1,624
480
0
999
178
3
1,650
bus+train
3,396
2,104
293
12
103
348.4
16,461.4
10,041.3
6,071.6
0
1
1
0
0
37
0
9987_10718
8
16
1,074
1,650
0
854
135
2
1,850
bus+train
3,869
2,724
291
12
144
346.5
27,221.5
6,738.9
20,136.1
0
1
1
0
0
37
0
9987_10718
9
16
1,775
630
0
991
138
2
1,650
bus+train
3,911
2,405
515
12
365
615
16,902.8
8,366.1
7,921.6
0
1
1
0
0
37
0
9987_10718
10
16
1,300
630
0
965
212
2
1,650
bus+train
3,484
1,930
589
12
365
703.3
17,201.3
8,576.4
7,921.6
0
1
1
0
0
37
0
9987_10718
11
16
1,092
1,650
0
905
135
3
1,850
bus+train
4,131
2,742
484
12
337
577.9
27,237.9
6,523.9
20,136.1
0
1
1
0
0
37
0
9987_10718
12
16
1,598
810
0
1,118
185
2
1,650
bus+train
4,142
2,408
616
12
419
735.6
18,511.1
4,454.2
13,321.2
0
1
1
0
0
37
0
9987_10718
13
16
1,032
1,650
0
854
135
2
1,850
bus+train
4,144
2,682
608
12
461
727
27,065.7
6,202.6
20,136.1
0
1
1
0
0
37
0
9987_10718
14
16
1,649
630
0
1,388
138
3
1,650
bus+train
4,265
2,279
598
12
448
713.9
16,387.4
7,751.9
7,921.6
0
1
1
0
0
37
0
9987_10718
15
16
1,544
630
0
1,013
212
4
1,650
bus+train
3,809
2,174
622
12
398
742.5
17,267.2
8,603.1
7,921.6
0
1
1
0
0
37
0
9987_13403
0
11
198
0
0
153
0
0
1,500
bus_only
368
198
17
8
9
19
665.8
646.8
0
0
1
0
0
135
135
1
9987_13403
1
11
126
0
0
102
0
0
1,500
bus_only
376
126
148
12
136
176.5
759.2
582.7
0
0
1
0
0
0
135
0
9987_13403
2
11
157
0
0
102
0
0
1,500
bus_only
468
157
209
12
197
249.7
940.9
691.2
0
0
1
0
0
0
135
0
9987_13403
3
11
330
0
0
258
0
0
1,500
bus_only
811
330
223
12
211
266.1
1,107
841
0
0
1
0
0
0
135
0
9987_13403
4
11
91
0
0
153
0
0
1,500
bus_only
600
91
356
8
348
424.8
725.4
300.6
0
0
1
0
0
0
135
0
9987_13403
5
11
60
0
0
102
0
0
1,500
bus_only
599
60
437
12
425
523.3
799.9
276.6
0
0
1
0
0
0
135
0
9987_13403
6
11
253
0
0
878
0
0
1,500
bus_only
1,451
253
320
12
308
382.8
1,582.9
1,200.1
0
0
1
0
0
0
135
0
9987_13403
7
11
238
0
0
162
0
0
1,500
bus_only
842
238
442
12
430
527.8
1,569
1,041.2
0
0
1
0
0
0
135
0
9987_13403
8
11
198
0
0
744
0
0
1,500
bus_only
1,329
198
387
12
375
463.7
1,278.5
814.8
0
0
1
0
0
0
135
0
9987_13403
9
11
259
0
0
744
0
0
1,500
bus_only
1,403
259
400
12
388
478.2
1,526.5
1,048.3
0
0
1
0
0
0
135
0
9987_13403
10
11
168
0
0
818
0
0
1,500
bus_only
1,386
168
400
12
388
478.9
1,276.9
798
0
0
1
0
0
0
135
0
9987_1454
0
7
662
0
300
672
26
1
3,200
bus+gtx
1,779
962
145
12
107
171.6
10,022.6
2,503.3
0
7,347.7
1
0
1
0
14
0
9987_1454
1
7
662
660
0
812
51
1
1,550
bus+train
3,125
1,322
991
12
928
1,186.5
11,414.3
2,503.3
7,724.5
0
1
1
0
14
14
1
9987_1454
2
7
3,120
0
0
998
0
0
1,500
bus_only
4,186
3,120
68
8
60
80.6
11,677.9
11,597.2
0
0
1
0
0
0
14
0
9987_1454
3
7
3,200
0
0
998
0
0
1,500
bus_only
4,520
3,200
322
8
314
384.5
12,286
11,901.5
0
0
1
0
0
0
14
0
9987_1454
4
7
2,572
0
0
427
3
1
1,500
bus_only
3,406
2,572
407
76
328
486.1
10,651
10,164.9
0
0
1
0
0
0
14
0
9987_1454
5
7
2,783
0
0
813
0
2
1,500
bus_only
4,160
2,783
564
76
488
675.4
10,702.1
10,026.7
0
0
1
0
0
0
14
0
9987_1454
6
7
3,071
0
0
888
0
2
1,500
bus_only
4,552
3,071
593
76
517
710.1
12,553.1
11,843
0
0
1
0
0
0
14
0
9987_1455
0
6
560
0
180
630
27
1
3,200
bus+gtx
1,429
740
59
8
24
68.1
6,977.9
2,499.6
0
4,410.2
1
0
1
0
35
0.166667
9987_1455
1
6
1,968
0
0
418
0
0
1,500
bus_only
2,805
1,968
419
76
343
501
6,888.7
6,387.7
0
0
1
0
0
0
35
0.166667
9987_1455
2
6
2,285
0
0
418
0
0
1,500
bus_only
2,971
2,285
268
76
192
318.9
7,303.6
6,984.7
0
0
1
0
0
0
35
0.166667