Datasets:
CAMUS-LAB
/
route-choice

Dataset card Data Studio Files
xet
 Community
1
od_pair
string
alt_idx
int64
choice_set_size
int64
total_duration
float64
in_vehicle_time
float64
walk_time
float64
wait_time
float64
access_time
float64
egress_time
float64
transfer_walk_time
float64
walk_distance
float64
total_distance
float64
bus_distance
float64
subway_distance
float64
gtx_distance
float64
num_transfers
int64
num_legs
int64
fare
int64
generalized_cost
float64
transport_category
string
has_bus
int64
has_train
int64
has_gtx
int64
main_route
string
bus_subtype
string
n_matched
int64
n_total
int64
od_distance
float64
choice_prob
float64
sim_composite
float64
sim_mode
float64
sim_sequence
float64
sim_time
float64
sim_route
float64
sim_spatial
float64
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1
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1ํ˜ธ์„ 
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1004_1869
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1ํ˜ธ์„ 
null
0
18
31,510.6
0
0
0
0
0
0
0
1004_1869
3
5
3,128
2,340
203
585
25
73
105
243.6
37,977.3
0
37,733.7
0
2
3
2,050
330,800
train_only
0
1
0
[๋ฌด๊ถํ™”/๋ˆ„๋ฆฌ๋กœ]๊ฒฝ๋ถ€์„ (ํ•˜ํ–‰)
null
0
18
31,510.6
0
0
0
0
0
0
0
1004_1869
4
5
4,268
3,660
135
473
25
73
37
162
40,871.8
0
40,709.8
0
1
2
2,150
438,800
train_only
0
1
0
1ํ˜ธ์„ 
null
0
18
31,510.6
0
0
0
0
0
0
0
1004_1870
0
5
4,052
3,090
99
863
25
37
37
118.8
38,675.8
0
38,557
0
1
2
2,050
417,200
train_only
0
1
0
1ํ˜ธ์„ 
null
16
16
30,364.3
1
0.695
1
0.5
0
0.5
0
1004_1870
1
5
3,932
2,250
167
1,515
25
37
105
200.4
36,259.3
0
36,058.9
0
2
3
2,050
411,200
train_only
0
1
0
[ITX-์ƒˆ๋งˆ์„]์žฅํ•ญ์„ (ํ•˜ํ–‰)
null
0
16
30,364.3
0
0
0
0
0
0
0
1004_1870
2
5
3,302
2,130
167
1,005
25
37
105
200.4
36,259.3
0
36,058.9
0
2
3
2,050
348,200
train_only
0
1
0
[๋ฌด๊ถํ™”/๋ˆ„๋ฆฌ๋กœ]์ „๋ผ์„ (ํ•˜ํ–‰)
null
0
16
30,364.3
0
0
0
0
0
0
0
1004_1870
3
5
4,682
3,600
99
983
25
37
37
118.8
39,226.3
0
39,107.5
0
1
2
2,050
480,200
train_only
0
1
0
1ํ˜ธ์„ 
null
0
16
30,364.3
0
0
0
0
0
0
0
1004_1870
4
5
4,172
3,600
99
473
25
37
37
118.8
39,226.3
0
39,107.5
0
1
2
2,050
429,200
train_only
0
1
0
1ํ˜ธ์„ 
null
0
16
30,364.3
0
0
0
0
0
0
0
1004_1872
0
5
3,333
2,790
70
473
25
8
37
84
35,911.7
0
35,827.7
0
1
2
2,050
345,300
train_only
0
1
0
1ํ˜ธ์„ 
null
14
14
28,401.8
1
0.73
1
0.6667
0
0.5
0
1004_1872
1
5
3,993
3,270
70
653
25
8
37
84
36,462.2
0
36,378.2
0
1
2
2,050
411,300
train_only
0
1
0
1ํ˜ธ์„ 
null
0
14
28,401.8
0
0
0
0
0
0
0
1004_1872
2
5
3,663
2,040
138
1,485
25
8
105
165.6
33,850.3
0
33,684.7
0
2
3
1,950
384,300
train_only
0
1
0
[๋ฌด๊ถํ™”/๋ˆ„๋ฆฌ๋กœ]๊ฒฝ๋ถ€์„ (ํ•˜ํ–‰)
null
0
14
28,401.8
0
0
0
0
0
0
0
1004_1872
3
5
3,903
3,270
70
563
25
8
37
84
36,462.2
0
36,378.2
0
1
2
2,050
402,300
train_only
0
1
0
1ํ˜ธ์„ 
null
0
14
28,401.8
0
0
0
0
0
0
0
1004_1872
4
5
2,853
1,980
138
735
25
8
105
165.6
33,850.3
0
33,684.7
0
2
3
1,950
303,300
train_only
0
1
0
[๋ฌด๊ถํ™”/๋ˆ„๋ฆฌ๋กœ]ํ˜ธ๋‚จ์„ (ํ•˜ํ–‰)
null
0
14
28,401.8
0
0
0
0
0
0
0
1004_1881
0
4
3,809
3,510
209
90
25
184
0
250.8
31,813.5
0
31,562.7
0
0
1
1,950
383,900
train_only
0
1
0
1ํ˜ธ์„ 
null
22
22
28,932.5
1
0.93
1
0.6667
0
1
0
1004_1881
1
4
3,269
2,670
209
390
25
184
0
250.8
30,861.8
0
30,611
0
1
2
1,950
338,900
train_only
0
1
0
1ํ˜ธ์„ 
null
0
22
28,932.5
0
0
0
0
0
0
0
1004_1881
2
4
3,744
3,019
463
262
25
297
141
555.6
31,193
1,266.5
29,370.9
0
1
2
1,950
388,400
bus+train
1
1
0
1ํ˜ธ์„ 
BUS_TRUNK
0
22
28,932.5
0
0
0
0
0
0
0
1004_1881
3
4
3,809
3,510
209
90
25
184
0
250.8
31,813.5
0
31,562.7
0
0
1
1,950
383,900
train_only
0
1
0
1ํ˜ธ์„ 
null
0
22
28,932.5
0
0
0
0
0
0
0
1004_1884
0
2
3,770
2,910
412
448
25
265
122
494.4
30,130
0
29,635.6
0
1
2
1,850
371,000
train_only
0
1
0
1ํ˜ธ์„ 
null
18
18
25,184.3
1
0.73
1
0.6667
0
0.5
0
1004_1884
1
2
4,250
3,330
412
508
25
265
122
494.4
30,354.5
0
29,860.1
0
1
2
1,850
437,000
train_only
0
1
0
1ํ˜ธ์„ 
null
0
18
25,184.3
0
0
0
0
0
0
0
1004_1901
0
3
3,046
2,910
46
90
25
21
0
55.2
24,030.5
0
23,975.3
0
0
1
1,750
307,600
train_only
0
1
0
1ํ˜ธ์„ 
null
93
93
19,275.3
1
1
1
1
0
1
0
1004_1901
1
3
3,322
2,634
458
230
25
241
192
549.6
21,963.2
13,044.4
8,369.2
0
1
2
1,750
346,200
bus+train
1
1
0
140
BUS_TRUNK
0
93
19,275.3
0
0
0
0
0
0
0
1004_1901
2
3
3,357
2,894
423
40
182
241
0
507.6
23,171.9
22,664.3
0
0
0
1
1,700
340,700
bus_only
1
0
0
150
BUS_TRUNK
0
93
19,275.3
0
0
0
0
0
0
0
1004_1902
0
2
3,462
3,150
222
90
25
197
0
266.4
26,700.4
0
26,434
0
0
1
1,850
349,200
train_only
0
1
0
1ํ˜ธ์„ 
null
67
67
21,560.6
1
0.998955
1
0.995025
0
1
0
1004_1902
1
2
3,626
2,877
354
395
25
195
134
424.8
25,479.8
18,207.7
6,847.3
0
2
3
1,850
387,600
bus+train
1
1
0
160
BUS_TRUNK
0
67
21,560.6
0
0
0
0
0
0
0
1004_1903
0
4
3,220
3,030
100
90
25
75
0
120
25,441.4
0
25,321.4
0
0
1
1,850
325,000
train_only
0
1
0
1ํ˜ธ์„ 
null
34
34
20,485
1
1
1
1
0
1
0
1004_1903
1
4
3,731
2,925
597
209
25
362
210
716.4
24,516.9
15,431.3
8,369.2
0
1
2
1,750
387,100
bus+train
1
1
0
140
BUS_TRUNK
0
34
20,485
0
0
0
0
0
0
0
1004_1903
2
4
3,715
2,883
473
359
25
225
223
567.6
24,237.8
15,301
8,369.2
0
2
3
1,750
396,500
bus+train
1
1
0
140
BUS_TRUNK
0
34
20,485
0
0
0
0
0
0
0
1004_1903
3
4
3,673
3,089
544
40
182
362
0
652.8
25,222.9
24,570.1
0
0
0
1
1,700
372,300
bus_only
1
0
0
150
BUS_TRUNK
0
34
20,485
0
0
0
0
0
0
0
1004_1904
0
2
3,562
3,330
142
90
25
117
0
170.4
28,870.7
0
28,700.3
0
0
1
1,850
359,200
train_only
0
1
0
1ํ˜ธ์„ 
null
28
28
23,711.3
1
1
1
1
0
1
0
1004_1904
1
2
3,652
3,270
142
240
25
117
0
170.4
28,870.6
0
28,700.2
0
1
2
1,850
377,200
train_only
0
1
0
1ํ˜ธ์„ 
null
0
28
23,711.3
0
0
0
0
0
0
0
1004_1905
0
2
3,695
3,480
125
90
25
100
0
150
30,459.3
0
30,309.3
0
0
1
1,950
372,500
train_only
0
1
0
1ํ˜ธ์„ 
null
103
103
25,126.4
1
0.99932
1
0.996764
0
1
0
1004_1905
1
2
4,653
4,012
419
222
182
195
42
502.8
29,835.8
29,333
0
0
1
2
1,800
481,300
bus_only
1
0
0
150
BUS_TRUNK
0
103
25,126.4
0
0
0
0
0
0
0
1004_1907
0
2
4,291
3,810
391
90
25
366
0
469.2
33,484.7
0
33,015.5
0
0
1
1,950
432,100
train_only
0
1
0
1ํ˜ธ์„ 
null
40
40
27,563.1
1
0.99825
1
0.991667
0
1
0
1004_1907
1
2
4,793
3,919
619
255
25
295
299
742.8
33,370.7
752.5
31,875.4
0
1
2
1,950
493,300
bus+train
1
1
0
1ํ˜ธ์„ 
BUS_TRUNK
0
40
27,563.1
0
0
0
0
0
0
0
1004_1908
0
2
4,047
3,930
27
90
25
2
0
32.4
34,260.6
0
34,228.2
0
0
1
1,950
407,700
train_only
0
1
0
1ํ˜ธ์„ 
null
45
45
28,669.6
1
1
1
1
0
1
0
1004_1908
1
2
4,197
3,780
27
390
25
2
0
32.4
37,537.2
0
37,504.8
0
1
2
2,050
431,700
train_only
0
1
0
1ํ˜ธ์„ 
null
0
45
28,669.6
0
0
0
0
0
0
0
1004_1909
0
3
4,540
4,080
370
90
25
345
0
444
36,353.7
0
35,909.7
0
0
1
2,050
457,000
train_only
0
1
0
1ํ˜ธ์„ 
null
37
37
30,304.1
1
1
1
1
0
1
0
1004_1909
1
3
4,501
4,095
196
210
25
118
53
235.2
36,180.1
35.2
35,909.7
0
1
2
2,050
464,100
bus+train
1
1
0
1ํ˜ธ์„ 
BUS_TRUNK
0
37
30,304.1
0
0
0
0
0
0
0
1004_1909
2
3
4,945
4,010
717
218
182
345
190
860.4
35,459.1
22,664.3
11,934.4
0
1
2
1,950
508,500
bus+train
1
1
0
150
BUS_TRUNK
0
37
30,304.1
0
0
0
0
0
0
0
1004_1915
0
2
5,457
5,310
57
90
25
32
0
68.4
53,227.3
0
53,158.9
0
0
1
2,350
548,700
train_only
0
1
0
1ํ˜ธ์„ 
null
17
17
47,040.1
1
1
1
1
0
1
0
1004_1915
1
2
4,917
4,770
57
90
25
32
0
68.4
53,125.1
0
53,056.7
0
0
1
2,350
494,700
train_only
0
1
0
1ํ˜ธ์„ 
null
0
17
47,040.1
0
0
0
0
0
0
0
1004_1916
0
2
6,119
5,550
479
90
25
454
0
574.8
56,047.7
0
55,472.9
0
0
1
2,350
614,900
train_only
0
1
0
1ํ˜ธ์„ 
null
18
18
49,435
1
0.996111
1
0.981483
0
1
0
1004_1916
1
2
6,541
5,430
642
469
25
308
309
770.4
57,101.3
3,274.2
53,056.7
0
1
2
2,450
668,100
bus+train
1
1
0
1ํ˜ธ์„ 
BUS_TRUNK
0
18
49,435
0
0
0
0
0
0
0
1004_1948
0
5
3,279
2,610
230
439
25
104
101
276
24,872.3
0
24,596.3
0
1
2
1,750
339,900
train_only
0
1
0
3ํ˜ธ์„ 
null
26
28
16,302.9
0.928571
0.8
1
1
0
0.5
0
1004_1948
1
5
2,679
1,530
217
932
25
104
88
260.4
21,369.3
0
12,719
8,389.9
2
3
3,700
287,400
train+gtx
0
1
1
3ํ˜ธ์„ 
null
2
28
16,302.9
0.071429
0.758
1
0.8
0
0.5
0
1004_1948
2
5
3,416
2,512
629
275
25
351
253
754.8
21,807.1
15,385.3
5,667
0
1
2
1,750
355,600
bus+train
1
1
0
703
BUS_TRUNK
0
28
16,302.9
0
0
0
0
0
0
0