Datasets:
CAMUS-LAB
/
route-choice

Dataset card Data Studio Files
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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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[๋ฌด๊ถํ™”/๋ˆ„๋ฆฌ๋กœ]์žฅํ•ญ์„ (ํ•˜ํ–‰)
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25,508.9
0
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0
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2
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train_only
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1
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[ITX-์ƒˆ๋งˆ์„]ํ˜ธ๋‚จ์„ (ํ•˜ํ–‰)
null
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2,950
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547
21
19
53
111.6
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1
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2,050
304,000
train_only
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1
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[๋ฌด๊ถํ™”/๋ˆ„๋ฆฌ๋กœ]ํ˜ธ๋‚จ์„ (ํ•˜ํ–‰)
null
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27,400.6
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0
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train_only
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21
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0
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1
1,950
207,500
train_only
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1
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[ITX-์ƒˆ๋งˆ์„]ํ˜ธ๋‚จ์„ (ํ•˜ํ–‰)
null
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29,443.8
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train_only
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[๋ฌด๊ถํ™”/๋ˆ„๋ฆฌ๋กœ]๊ฒฝ๋ถ€์„ (ํ•˜ํ–‰)
null
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715
29,443.8
0
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1003_1713
4
5
3,506
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1
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train_only
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1ํ˜ธ์„ 
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29,443.8
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train_only
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1ํ˜ธ์„ 
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train_only
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train_only
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1
1
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train_only
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[๋ฌด๊ถํ™”/๋ˆ„๋ฆฌ๋กœ]๊ฒฝ๋ถ€์„ (ํ•˜ํ–‰)
null
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0
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0
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train_only
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1ํ˜ธ์„ 
null
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1
1
1
1
0
1
0
1003_1716
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5
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2
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train_only
0
1
0
[๋ฌด๊ถํ™”/๋ˆ„๋ฆฌ๋กœ]์žฅํ•ญ์„ (ํ•˜ํ–‰)
null
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36,408.1
0
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0
1003_1716
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train_only
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1ํ˜ธ์„ 
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train_only
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[๋ฌด๊ถํ™”/๋ˆ„๋ฆฌ๋กœ]๊ฒฝ๋ถ€์„ (ํ•˜ํ–‰)
null
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train_only
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1
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[๋ฌด๊ถํ™”/๋ˆ„๋ฆฌ๋กœ]๊ฒฝ๋ถ€์„ (ํ•˜ํ–‰)
null
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501.6
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BUS_TRUNK
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1003_1717
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19
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2,250
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train_only
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1ํ˜ธ์„ 
null
55
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38,729
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1
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1
0
1003_1719
0
4
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66
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19
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0
79.2
52,586.9
0
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0
0
1
2,350
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train_only
0
1
0
1ํ˜ธ์„ 
null
216
216
43,663
1
1
1
1
0
1
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1003_1719
1
4
2,981
2,760
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180
21
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0
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1
2,250
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train_only
0
1
0
[๋ฌด๊ถํ™”/๋ˆ„๋ฆฌ๋กœ]์ „๋ผ์„ (ํ•˜ํ–‰)
null
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1003_1719
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0
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0
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1
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train_only
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1ํ˜ธ์„ 
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0
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0
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3
2,250
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train_only
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[ITX-์ƒˆ๋งˆ์„]๊ฒฝ๋ถ€์„ (ํ•˜ํ–‰)
null
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1003_1721
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2
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2,450
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train_only
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1ํ˜ธ์„ 
null
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1
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1
1
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1003_1721
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2
4,749
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0
1
2
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train_only
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1ํ˜ธ์„ 
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1003_1722
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0
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0
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2,450
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train_only
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1ํ˜ธ์„ 
null
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1
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1
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1
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1003_1722
1
4
4,458
4,320
48
90
19
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0
57.6
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0
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0
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1
2,450
448,800
train_only
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1ํ˜ธ์„ 
null
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53,165.9
0
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1003_1722
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0
1
2
2,550
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train_only
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1
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[ITX-์ƒˆ๋งˆ์„]ํ˜ธ๋‚จ์„ (ํ•˜ํ–‰)
null
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train_only
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[KTX]๊ฒฝ๋ถ€์„ (ํ•˜ํ–‰)
null
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1003_1723
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2,550
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train_only
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1ํ˜ธ์„ 
null
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1
1
1
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1003_1723
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4
4,114
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704
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13
16
60
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1
2
2,550
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train_only
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1
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[ITX-์ƒˆ๋งˆ์„]์žฅํ•ญ์„ (ํ•˜ํ–‰)
null
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0
0
0
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1003_1723
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494
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13
16
60
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0
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1
2
2,550
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train_only
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[๋ฌด๊ถํ™”/๋ˆ„๋ฆฌ๋กœ]์ „๋ผ์„ (ํ•˜ํ–‰)
null
0
45
57,570.1
0
0
0
0
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1003_1723
3
4
3,664
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434
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13
16
60
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0
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0
1
2
2,550
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train_only
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1
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[ITX-์ƒˆ๋งˆ์„]์ „๋ผ์„ (ํ•˜ํ–‰)
null
0
45
57,570.1
0
0
0
0
0
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1003_1724
0
4
3,405
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180
21
24
0
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0
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0
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1
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train_only
0
1
0
[ITX-์ƒˆ๋งˆ์„]์žฅํ•ญ์„ (ํ•˜ํ–‰)
null
0
220
60,869.5
0
0
0
0
0
0
0
1003_1724
1
4
3,165
2,940
45
180
21
24
0
54
65,699.7
0
65,645.7
0
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1
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train_only
0
1
0
[ITX-์ƒˆ๋งˆ์„]ํ˜ธ๋‚จ์„ (ํ•˜ํ–‰)
null
0
220
60,869.5
0
0
0
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1003_1724
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423
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train_only
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[๋ฌด๊ถํ™”/๋ˆ„๋ฆฌ๋กœ]๊ฒฝ๋ถ€์„ (ํ•˜ํ–‰)
null
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1003_1724
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1
2,550
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train_only
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1
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1ํ˜ธ์„ 
null
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0.999682
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0.998485
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1
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1003_1725
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4
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116
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164.4
75,898.5
0
75,734.1
0
0
1
2,650
445,700
train_only
0
1
0
[๋ฌด๊ถํ™”/๋ˆ„๋ฆฌ๋กœ]์ „๋ผ์„ (ํ•˜ํ–‰)
null
0
53
69,746.3
0
0
0
0
0
0
0
1003_1725
1
4
5,251
5,070
76
105
19
57
0
91.2
78,781.3
0
78,690.1
0
0
1
2,650
526,600
train_only
0
1
0
1ํ˜ธ์„ 
null
53
53
69,746.3
1
1
1
1
0
1
0
1003_1725
2
4
5,148
4,410
172
566
21
57
94
206.4
98,813.6
0
98,607.2
0
1
2
2,950
523,800
train_only
0
1
0
[ITX-์ƒˆ๋งˆ์„]ํ˜ธ๋‚จ์„ (ํ•˜ํ–‰)
null
0
53
69,746.3
0
0
0
0
0
0
0
1003_1725
3
4
4,606
3,720
119
767
19
57
43
142.8
75,776.8
0
75,634
0
2
3
2,650
478,600
train_only
0
1
0
[๋ฌด๊ถํ™”/๋ˆ„๋ฆฌ๋กœ]๊ฒฝ๋ถ€์„ (ํ•˜ํ–‰)
null
0
53
69,746.3
0
0
0
0
0
0
0
1003_1727
0
5
6,718
6,600
28
90
19
9
0
33.6
88,925.6
0
88,892
0
0
1
2,750
674,800
train_only
0
1
0
1ํ˜ธ์„ 
null
123
123
79,083.5
1
1
1
1
0
1
0
1003_1727
1
5
5,728
5,610
28
90
19
9
0
33.6
88,500.9
0
88,467.3
0
0
1
2,750
575,800
train_only
0
1
0
1ํ˜ธ์„ 
null
0
123
79,083.5
0
0
0
0
0
0
0
1003_1727
2
5
5,608
5,490
28
90
19
9
0
33.6
88,089.6
0
88,056
0
0
1
2,750
563,800
train_only
0
1
0
1ํ˜ธ์„ 
null
0
123
79,083.5
0
0
0
0
0
0
0
1003_1727
3
5
4,440
3,960
124
356
21
9
94
148.8
89,390.1
0
89,241.3
0
1
2
2,750
453,000
train_only
0
1
0
[ITX-์ƒˆ๋งˆ์„]ํ˜ธ๋‚จ์„ (ํ•˜ํ–‰)
null
0
123
79,083.5
0
0
0
0
0
0
0
1003_1727
4
5
4,770
3,030
231
1,509
21
9
201
277.2
93,721.2
0
93,444
0
1
2
2,850
486,000
train_only
0
1
0
[KTX]ํ˜ธ๋‚จ์„ (ํ•˜ํ–‰)
null
0
123
79,083.5
0
0
0
0
0
0
0
1003_1728
0
5
4,246
3,720
346
180
21
325
0
415.2
87,014.4
0
86,599.2
0
0
1
2,750
424,600
train_only
0
1
0
[ITX-์ƒˆ๋งˆ์„]ํ˜ธ๋‚จ์„ (ํ•˜ํ–‰)
null
0
157
81,621.7
0
0
0
0
0
0
0
1003_1728
1
5
4,846
4,320
346
180
21
325
0
415.2
87,014.4
0
86,599.2
0
0
1
2,750
484,600
train_only
0
1
0
[๋ฌด๊ถํ™”/๋ˆ„๋ฆฌ๋กœ]์žฅํ•ญ์„ (ํ•˜ํ–‰)
null
0
157
81,621.7
0
0
0
0
0
0
0
1003_1728
2
5
4,126
3,600
346
180
21
325
0
415.2
87,011.1
0
86,595.9
0
0
1
2,750
412,600
train_only
0
1
0
[ITX-์ƒˆ๋งˆ์„]ํ˜ธ๋‚จ์„ (ํ•˜ํ–‰)
null
0
157
81,621.7
0
0
0
0
0
0
0
1003_1728
3
5
4,159
3,306
385
468
21
282
82
462
92,774.3
5,951.8
86,360.5
0
1
2
3,150
426,900
bus+train
1
1
0
[KTX]์ „๋ผ์„ (ํ•˜ํ–‰)
BUS_TRUNK
0
157
81,621.7
0
0
0
0
0
0
0
1003_1728
4
5
3,141
2,460
252
429
21
30
201
302.4
87,483.6
0
87,181.2
0
1
2
2,750
323,100
train_only
0
1
0
[KTX]ํ˜ธ๋‚จ์„ (ํ•˜ํ–‰)
null
157
157
81,621.7
1
0.73
1
0.6667
0
0.5
0
1003_1729
0
3
2,818
2,640
88
90
19
69
0
105.6
27,473.7
0
27,368.1
0
0
1
1,850
284,800
train_only
0
1
0
1ํ˜ธ์„ 
null
207
207
20,724.3
1
1
1
1
0
1
0
1003_1729
1
3
2,818
2,640
88
90
19
69
0
105.6
27,473.7
0
27,368.1
0
0
1
1,850
284,800
train_only
0
1
0
1ํ˜ธ์„ 
null
0
207
20,724.3
0
0
0
0
0
0
0
1003_1729
2
3
2,460
1,890
107
463
21
69
17
128.4
24,973.7
0
24,845.3
0
1
2
1,750
255,000
train_only
0
1
0
[๋ฌด๊ถํ™”/๋ˆ„๋ฆฌ๋กœ]์žฅํ•ญ์„ (ํ•˜ํ–‰)
null
0
207
20,724.3
0
0
0
0
0
0
0
1003_1750
0
5
1,221
960
81
180
21
60
0
97.2
14,552.9
0
14,455.7
0
0
1
1,550
122,100
train_only
0
1
0
[KTX]ํ˜ธ๋‚จ์„ (ํ•˜ํ–‰)
null
0
96
14,483.6
0
0
0
0
0
0
0
1003_1750
1
5
2,029
1,380
232
417
19
60
153
278.4
20,469
0
20,190.6
0
1
2
1,750
211,900
train_only
0
1
0
[KTX]๊ฒฝ๋ถ€์„ (ํ•˜ํ–‰)
null
0
96
14,483.6
0
0
0
0
0
0
0
1003_1750
2
5
2,114
1,770
44
300
19
25
0
52.8
18,418.2
0
18,365.4
0
1
2
1,650
223,400
train_only
0
1
0
1ํ˜ธ์„ 
null
96
96
14,483.6
1
0.93
1
0.6667
0
1
0
1003_1750
3
5
1,881
1,380
81
420
21
60
0
97.2
20,079.5
0
19,982.3
0
1
2
1,650
194,100
train_only
0
1
0
[KTX]๊ฒฝ๋ถ€์„ (ํ•˜ํ–‰)
null
0
96
14,483.6
0
0
0
0
0
0
0
1003_1750
4
5
2,209
1,380
232
597
19
60
153
278.4
20,469
0
20,190.6
0
1
2
1,750
229,900
train_only
0
1
0
[KTX]๊ฒฝ์ „์„ (ํ•˜ํ–‰)
null
0
96
14,483.6
0
0
0
0
0
0
0
1003_1752
0
3
3,407
2,730
587
90
427
160
0
704.4
27,105.3
0
26,400.9
0
0
1
1,850
343,700
train_only
0
1
0
4ํ˜ธ์„ 
null
0
26
22,816.8
0
0
0
0
0
0
0
1003_1752
1
3
3,059
2,580
179
300
19
160
0
214.8
29,816.3
0
29,601.5
0
1
2
1,850
317,900
train_only
0
1
0
1ํ˜ธ์„ 
null
26
26
22,816.8
1
0.8
1
1
0
0.5
0
1003_1752
2
3
3,329
2,880
179
270
19
160
0
214.8
29,872.1
0
29,657.3
0
1
2
1,850
344,900
train_only
0
1
0
1ํ˜ธ์„ 
null
0
26
22,816.8
0
0
0
0
0
0
0
1003_1754
0
4
3,618
3,090
438
90
427
11
0
525.6
32,546.5
0
32,020.9
0
0
1
1,950
364,800
train_only
0
1
0
4ํ˜ธ์„ 
null
0
51
26,664.5
0
0
0
0
0
0
0
1003_1754
1
4
3,438
2,910
438
90
427
11
0
525.6
31,818.1
0
31,292.5
0
0
1
1,950
346,800
train_only
0
1
0
4ํ˜ธ์„ 
null
0
51
26,664.5
0
0
0
0
0
0
0
1003_1754
2
4
3,330
3,000
30
300
19
11
0
36
35,262.1
0
35,226.1
0
1
2
2,050
345,000
train_only
0
1
0
1ํ˜ธ์„ 
null
51
51
26,664.5
1
0.8
1
1
0
0.5
0
1003_1754
3
4
3,270
2,940
30
300
19
11
0
36
35,257.5
0
35,221.5
0
1
2
2,050
339,000
train_only
0
1
0
1ํ˜ธ์„ 
null
0
51
26,664.5
0
0
0
0
0
0
0
1003_1755
0
4
3,783
3,210
483
90
427
56
0
579.6
33,985.8
0
33,406.2
0
0
1
1,950
381,300
train_only
0
1
0
4ํ˜ธ์„ 
null
0
48
26,342.3
0
0
0
0
0
0
0
1003_1755
1
4
4,144
3,270
587
287
427
84
76
704.4
33,442.6
1,445.7
31,292.5
0
1
2
1,950
428,400
bus+train
1
1
0
4ํ˜ธ์„ 
BUS_TRUNK
0
48
26,342.3
0
0
0
0
0
0
0
1003_1755
2
4
4,157
3,120
155
882
21
56
78
186
52,033.4
0
51,847.4
0
1
2
2,350
424,700
train_only
0
1
0
[ITX-์ƒˆ๋งˆ์„]ํ˜ธ๋‚จ์„ (ํ•˜ํ–‰)
null
0
48
26,342.3
0
0
0
0
0
0
0
1003_1755
3
4
3,705
3,360
75
270
19
56
0
90
36,752.6
0
36,662.6
0
1
2
2,050
382,500
train_only
0
1
0
1ํ˜ธ์„ 
null
48
48
26,342.3
1
0.8
1
1
0
0.5
0
1003_1756
0
3
3,889
3,360
439
90
427
12
0
526.8
35,420.5
0
34,893.7
0
0
1
1,950
391,900
train_only
0
1
0
4ํ˜ธ์„ 
null
0
81
26,227.8
0
0
0
0
0
0
0
1003_1756
1
3
3,679
3,150
439
90
427
12
0
526.8
34,688.5
0
34,161.7
0
0
1
1,950
370,900
train_only
0
1
0
4ํ˜ธ์„ 
null
0
81
26,227.8
0
0
0
0
0
0
0
1003_1756
2
3
3,811
3,510
31
270
19
12
0
37.2
38,187.2
0
38,150
0
1
2
2,050
393,100
train_only
0
1
0
1ํ˜ธ์„ 
null
81
81
26,227.8
1
0.796731
0.993827
0.991975
0
0.502058
0
1003_1757
0
3
4,013
3,480
443
90
427
16
0
531.6
36,783.3
0
36,251.7
0
0
1
2,050
404,300
train_only
0
1
0
4ํ˜ธ์„ 
null
0
34
26,758
0
0
0
0
0
0
0
1003_1757
1
3
3,845
3,330
35
480
19
16
0
42
39,494.2
0
39,452.2
0
1
2
2,050
396,500
train_only
0
1
0
1ํ˜ธ์„ 
null
34
34
26,758
1
0.8
1
1
0
0.5
0
1003_1757
2
3
3,935
3,630
35
270
19
16
0
42
39,550
0
39,508
0
1
2
2,050
405,500
train_only
0
1
0
1ํ˜ธ์„ 
null
0
34
26,758
0
0
0
0
0
0
0
1003_1760
0
4
4,650
3,990
570
90
427
143
0
684
42,580.4
0
41,896.4
0
0
1
2,150
468,000
train_only
0
1
0
4ํ˜ธ์„ 
null
0
16
27,563.1
0
0
0
0
0
0
0
1003_1760
1
4
4,302
3,840
162
300
19
143
0
194.4
45,291.4
0
45,097
0
1
2
2,250
442,200
train_only
0
1
0
1ํ˜ธ์„ 
null
16
16
27,563.1
1
0.8
1
1
0
0.5
0
1003_1760
2
4
4,860
3,720
570
570
427
143
0
684
41,848.5
0
41,164.5
0
1
2
2,150
498,000
train_only
0
1
0
4ํ˜ธ์„ 
null
0
16
27,563.1
0
0
0
0
0
0
0
1003_1760
3
4
4,872
3,840
360
672
19
143
198
432
39,859
0
39,427
0
2
3
2,050
508,200
train_only
0
1
0
1ํ˜ธ์„ 
null
0
16
27,563.1
0
0
0
0
0
0
0
1003_1761
0
4
5,012
4,170
752
90
427
325
0
902.4
45,317.5
0
44,415.1
0
0
1
2,150
504,200
train_only
0
1
0
4ํ˜ธ์„ 
null
0
46
27,814.7
0
0
0
0
0
0
0
1003_1761
1
4
4,682
3,840
752
90
427
325
0
902.4
44,565.5
0
43,663.1
0
0
1
2,150
471,200
train_only
0
1
0
4ํ˜ธ์„ 
null
0
46
27,814.7
0
0
0
0
0
0
0
1003_1761
2
4
4,799
4,020
344
435
19
325
0
412.8
48,028.4
0
47,615.6
0
1
2
2,250
475,400
train_only
0
1
0
1ํ˜ธ์„ 
null
46
46
27,814.7
1
0.8
1
1
0
0.5
0
1003_1761
3
4
5,056
4,170
424
462
21
325
78
508.8
63,365.1
0
62,856.3
0
1
2
2,450
514,600
train_only
0
1
0
์ˆ˜์ธ๋ถ„๋‹น์„ 
null
0
46
27,814.7
0
0
0
0
0
0
0
1003_1762
0
4
5,011
4,350
571
90
427
144
0
685.2
46,340.3
0
45,655.1
0
0
1
2,250
504,100
train_only
0
1
0
4ํ˜ธ์„ 
null
0
24
27,317.2
0
0
0
0
0
0
0
1003_1762
1
4
4,681
4,020
571
90
427
144
0
685.2
45,588.3
0
44,903.1
0
0
1
2,150
471,100
train_only
0
1
0
4ํ˜ธ์„ 
null
0
24
27,317.2
0
0
0
0
0
0
0
1003_1762
2
4
4,680
3,004
998
678
427
401
170
1,197.6
40,576.8
33,303.6
6,075.6
0
2
3
2,050
493,000
bus+train
1
1
0
3400
BUS_BRANCH
0
24
27,317.2
0
0
0
0
0
0
0
1003_1762
3
4
4,843
4,200
163
480
19
144
0
195.6
49,051.2
0
48,855.6
0
1
2
2,250
496,300
train_only
0
1
0
4ํ˜ธ์„ 
null
24
24
27,317.2
1
0.8
1
1
0
0.5
0
1003_1763
0
3
3,205
2,520
595
90
427
168
0
714
24,638.9
0
23,924.9
0
0
1
1,750
323,500
train_only
0
1
0
4ํ˜ธ์„ 
null
0
13
20,211.2
0
0
0
0
0
0
0