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
1002_1823
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1ํ˜ธ์„ 
null
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1002_1823
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1ํ˜ธ์„ 
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1ํ˜ธ์„ 
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bus+train
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[KTX]๊ฒฝ๋ถ€์„ (ํ•˜ํ–‰)
BUS_TRUNK
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1ํ˜ธ์„ 
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1002_1870
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1ํ˜ธ์„ 
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1002_1870
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train_only
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1ํ˜ธ์„ 
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32,605.1
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1002_1870
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bus+train
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[KTX]๊ฒฝ๋ถ€์„ (ํ•˜ํ–‰)
BUS_BRANCH
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1002_1870
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train_only
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1ํ˜ธ์„ 
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1002_1884
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1ํ˜ธ์„ 
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1002_1884
1
3
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862.8
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2
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train_only
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1ํ˜ธ์„ 
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1002_1884
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bus+train
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M6751
BUS_EXPRESS
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1002_1901
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0
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train_only
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1ํ˜ธ์„ 
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1
1
1
1
0
1
0
1002_1901
1
5
3,041
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789
233
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241
55
946.8
18,228
2,119
15,162.2
0
1
2
1,650
318,100
bus+train
1
1
0
4ํ˜ธ์„ 
BUS_TRUNK
0
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15,498.1
0
0
0
0
0
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0
1002_1901
2
5
3,009
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493
241
55
946.8
18,228
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15,162.2
0
1
2
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bus+train
1
1
0
4ํ˜ธ์„ 
BUS_TRUNK
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1002_1901
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BUS_TRUNK
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1002_1901
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0
1
2
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train_only
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1
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4ํ˜ธ์„ 
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15,498.1
0
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1002_1902
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5
3,409
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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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1
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1002_1902
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0
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1002_1902
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0
483.6
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2
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bus_only
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140
BUS_TRUNK
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1002_1902
3
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177
696
20,758.1
4,899.9
15,162.2
0
2
3
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bus+train
1
1
0
4ํ˜ธ์„ 
BUS_BRANCH
0
64
17,837.5
0
0
0
0
0
0
0
1002_1902
4
5
3,283
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743
197
493
195
55
891.6
20,738.7
4,684.9
15,162.2
0
1
2
1,650
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bus+train
1
1
0
4ํ˜ธ์„ 
BUS_TRUNK
0
64
17,837.5
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0
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0
0
0
0
1002_1903
0
4
3,167
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0
488.4
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0
21,307.1
0
0
1
1,750
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train_only
0
1
0
1ํ˜ธ์„ 
null
88
88
16,735.8
1
1
1
1
0
1
0
1002_1903
1
4
3,295
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756
40
394
362
0
907.2
20,513
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0
0
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1
1,600
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bus_only
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150
BUS_TRUNK
0
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0
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1002_1903
2
4
3,148
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432
493
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18
703.2
20,093.7
0
19,390.5
0
1
2
1,650
326,800
train_only
0
1
0
4ํ˜ธ์„ 
null
0
88
16,735.8
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0
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0
0
0
1002_1903
3
4
3,222
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390
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28
362
0
468
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1
2
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bus_only
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BUS_TRUNK
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1002_1904
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train_only
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1
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1ํ˜ธ์„ 
null
74
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1
0
1002_1904
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4
3,677
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788.4
23,138.5
7,187.9
15,162.2
0
1
2
1,750
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bus+train
1
1
0
4ํ˜ธ์„ 
BUS_TRUNK
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1002_1904
2
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3,254
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214.8
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21,040.1
0
2
3
1,750
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bus+train
1
1
0
4ํ˜ธ์„ 
BUS_TRUNK
0
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1002_1904
3
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3,460
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753.6
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0
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0
1
2
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train_only
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1
0
4ํ˜ธ์„ 
null
0
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20,035
0
0
0
0
0
0
0
1002_1905
0
3
3,642
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432
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332
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0
518.4
26,813.4
0
26,295
0
0
1
1,850
367,200
train_only
0
1
0
1ํ˜ธ์„ 
null
168
168
21,483.6
1
1
1
1
0
1
0
1002_1905
1
3
3,533
2,580
611
342
493
100
18
733.2
25,111.5
0
24,378.3
0
1
2
1,750
359,300
train_only
0
1
0
4ํ˜ธ์„ 
null
0
168
21,483.6
0
0
0
0
0
0
0
1002_1905
2
3
3,545
2,464
551
530
394
100
57
661.2
25,918.6
11,827.9
13,429.5
0
2
3
1,850
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bus+train
1
1
0
151
BUS_TRUNK
0
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21,483.6
0
0
0
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1002_1907
0
3
4,238
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0
837.6
29,838.9
0
29,001.3
0
0
1
1,850
426,800
train_only
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1
0
1ํ˜ธ์„ 
null
67
67
23,988.4
1
1
1
1
0
1
0
1002_1907
1
3
4,127
3,002
507
618
28
366
113
608.4
28,095.2
402.2
27,084.6
0
2
3
1,850
435,700
bus+train
1
1
0
4ํ˜ธ์„ 
BUS_TRUNK
0
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23,988.4
0
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1002_1907
2
3
4,204
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18
1,052.4
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27,084.6
0
1
2
1,850
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train_only
0
1
0
4ํ˜ธ์„ 
null
0
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23,988.4
0
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1002_1908
0
4
3,994
3,570
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332
2
0
400.8
30,614.8
0
30,214
0
0
1
1,950
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train_only
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1
0
1ํ˜ธ์„ 
null
38
38
25,127.7
1
1
1
1
0
1
0
1002_1908
1
4
4,062
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586
218
394
2
190
703.2
28,656.2
17,700
10,253
0
1
2
1,850
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bus+train
1
1
0
150
BUS_TRUNK
0
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1002_1908
2
4
3,948
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220
368
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2
190
264
28,593
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2
3
1,850
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bus+train
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150
BUS_TRUNK
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25,127.7
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1002_1908
3
4
3,825
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282
493
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18
615.6
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0
28,297.3
0
1
2
1,850
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train_only
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1
0
4ํ˜ธ์„ 
null
0
38
25,127.7
0
0
0
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0
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1002_1909
0
3
4,487
3,720
677
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332
345
0
812.4
32,707.8
0
31,895.4
0
0
1
1,950
451,700
train_only
0
1
0
1ํ˜ธ์„ 
null
42
42
26,776.4
1
0.998333
1
0.992064
0
1
0
1002_1909
1
3
4,288
3,180
856
252
493
345
18
1,027.2
31,006
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29,978.8
0
1
2
1,850
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train_only
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1
0
4ํ˜ธ์„ 
null
0
42
26,776.4
0
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1002_1909
2
3
4,318
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856
282
493
345
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1,027.2
31,006
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29,978.8
0
1
2
1,850
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train_only
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1
0
4ํ˜ธ์„ 
null
0
42
26,776.4
0
0
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0
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1002_1910
0
3
4,518
4,020
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332
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0
489.6
37,397.8
0
36,908.2
0
0
1
2,050
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train_only
0
1
0
1ํ˜ธ์„ 
null
67
67
31,838.7
1
1
1
1
0
1
0
1002_1910
1
3
4,208
3,572
217
419
28
76
113
260.4
35,654.2
402.2
34,991.6
0
2
3
2,050
443,800
bus+train
1
1
0
4ํ˜ธ์„ 
BUS_TRUNK
0
67
31,838.7
0
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0
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0
0
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1002_1910
2
3
4,379
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493
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18
704.4
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34,991.6
0
1
2
1,950
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train_only
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1
0
4ํ˜ธ์„ 
null
0
67
31,838.7
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1002_1911
0
4
4,678
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0
0
1
2,050
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train_only
0
1
0
1ํ˜ธ์„ 
null
44
44
34,587.4
1
1
1
1
0
1
0
1002_1911
1
4
4,368
3,782
167
419
28
26
113
200.4
38,372.7
402.2
37,770.1
0
2
3
2,050
459,800
bus+train
1
1
0
4ํ˜ธ์„ 
BUS_TRUNK
0
44
34,587.4
0
0
0
0
0
0
0
1002_1911
2
4
4,539
3,690
537
312
493
26
18
644.4
38,414.5
0
37,770.1
0
1
2
2,050
465,900
train_only
0
1
0
4ํ˜ธ์„ 
null
0
44
34,587.4
0
0
0
0
0
0
0
1002_1911
3
4
4,629
3,690
537
402
493
26
18
644.4
38,414.5
0
37,770.1
0
1
2
2,050
474,900
train_only
0
1
0
4ํ˜ธ์„ 
null
0
44
34,587.4
0
0
0
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1002_1914
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3
5,268
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378
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332
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453.6
48,006.5
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47,552.9
0
0
1
2,250
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train_only
0
1
0
1ํ˜ธ์„ 
null
19
19
42,229.2
1
1
1
1
0
1
0
1002_1914
1
3
5,039
4,046
630
363
394
46
190
756
46,047.8
17,700
27,591.8
0
1
2
2,250
513,500
bus+train
1
1
0
1ํ˜ธ์„ 
BUS_TRUNK
0
19
42,229.2
0
0
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0
0
0
1002_1914
2
3
5,021
4,250
264
507
28
46
190
316.8
45,984.6
18,076
27,591.8
0
2
3
2,250
527,100
bus+train
1
1
0
1ํ˜ธ์„ 
BUS_TRUNK
0
19
42,229.2
0
0
0
0
0
0
0
1002_1916
0
3
6,066
5,190
786
90
332
454
0
943.2
52,401.9
0
51,458.7
0
0
1
2,350
609,600
train_only
0
1
0
1ํ˜ธ์„ 
null
14
14
46,056.8
1
1
1
1
0
1
0
1002_1916
1
3
6,549
5,462
737
350
332
308
97
884.4
52,910.3
2,881.2
49,144.7
0
1
2
2,350
668,900
bus+train
1
1
0
1ํ˜ธ์„ 
BUS_TRUNK
0
14
46,056.8
0
0
0
0
0
0
0
1002_1916
2
3
5,957
4,650
965
342
493
454
18
1,158
50,700
0
49,542
0
1
2
2,250
607,700
train_only
0
1
0
1ํ˜ธ์„ 
null
0
14
46,056.8
0
0
0
0
0
0
0
1002_1981
0
4
2,973
2,280
395
298
332
31
32
474
23,190.5
0
22,716.5
0
1
2
1,750
312,300
train_only
0
1
0
1ํ˜ธ์„ 
null
26
26
14,785.1
1
0.7475
1
0.75
0
0.5
0
1002_1981
1
4
2,980
1,894
241
845
28
31
182
289.2
32,635.2
1,730.4
12,439.1
18,176.5
2
3
4,200
319,500
bus+train+gtx
1
1
1
์„œํ•ด์„ 
BUS_TRUNK
0
26
14,785.1
0
0
0
0
0
0
0
1002_1981
2
4
2,650
1,801
400
449
208
31
161
480
32,675.5
1,579.9
12,439.1
18,176.5
2
3
4,200
286,500
bus+train+gtx
1
1
1
์„œํ•ด์„ 
BUS_TRUNK
0
26
14,785.1
0
0
0
0
0
0
0
1002_1981
3
4
3,627
2,847
569
211
442
31
96
682.8
32,175.8
27,301.6
4,191.4
0
1
2
1,950
376,700
bus+train
1
1
0
605
BUS_TRUNK
0
26
14,785.1
0
0
0
0
0
0
0
1002_232
0
3
1,309
974
295
40
38
257
0
354
10,050.5
9,696.5
0
0
0
1
1,500
135,900
bus_only
1
0
0
505
BUS_TRUNK
0
293
8,688.9
0
0
0
0
0
0
0
1002_232
1
3
1,910
1,140
411
359
332
48
31
493.2
12,055.5
0
11,562.3
0
1
2
1,550
203,000
train_only
0
1
0
1ํ˜ธ์„ 
null
293
293
8,688.9
1
0.730444
1
0.665562
0
0.501706
0
1002_232
2
3
1,642
994
461
187
204
257
0
553.2
10,097.6
9,544.4
0
0
1
2
1,500
180,200
bus_only
1
0
0
5633
BUS_TRUNK
0
293
8,688.9
0
0
0
0
0
0
0
1002_233
0
4
2,365
1,337
988
40
442
546
0
1,185.6
12,039.6
10,854
0
0
0
1
1,500
241,500
bus_only
1
0
0
507
BUS_TRUNK
0
349
8,528.7
0
0
0
0
0
0
0
1002_233
1
4
1,724
906
432
386
38
310
84
518.4
9,974.2
7,108.2
2,347.6
0
1
2
1,550
186,400
bus+train
1
1
0
505
BUS_TRUNK
0
349
8,528.7
0
0
0
0
0
0
0
1002_233
2
4
1,869
1,020
370
479
332
7
31
444
10,951.7
0
10,507.7
0
1
2
1,550
198,900
train_only
0
1
0
1ํ˜ธ์„ 
null
349
349
8,528.7
1
0.73
1
0.6667
0
0.5
0
1002_233
3
4
1,719
1,020
370
329
332
7
31
444
10,951.7
0
10,507.7
0
1
2
1,550
183,900
train_only
0
1
0
1ํ˜ธ์„ 
null
0
349
8,528.7
0
0
0
0
0
0
0
1002_234
0
4
1,370
870
410
90
332
78
0
492
9,257.9
0
8,765.9
0
0
1
1,550
140,000
train_only
0
1
0
1ํ˜ธ์„ 
null
847
847
7,890.2
1
0.93
1
0.6667
0
1
0
1002_234
1
4
1,370
870
410
90
332
78
0
492
9,257.9
0
8,765.9
0
0
1
1,550
140,000
train_only
0
1
0
1ํ˜ธ์„ 
null
0
847
7,890.2
0
0
0
0
0
0
0
1002_234
2
4
1,487
795
496
196
38
78
380
595.2
8,997.8
1,013.6
7,389
0
1
2
1,550
162,700
bus+train
1
1
0
1ํ˜ธ์„ 
BUS_TRUNK
0
847
7,890.2
0
0
0
0
0
0
0
1002_234
3
4
1,370
870
410
90
332
78
0
492
9,257.9
0
8,765.9
0
0
1
1,550
140,000
train_only
0
1
0
1ํ˜ธ์„ 
null
0
847
7,890.2
0
0
0
0
0
0
0
1002_235
0
4
1,597
865
491
241
38
162
291
589.2
9,543.8
8,954.6
0
0
1
2
1,500
180,900
bus_only
1
0
0
505
BUS_TRUNK
0
166
7,186.2
0
0
0
0
0
0
0
1002_235
1
4
1,658
990
369
299
332
6
31
442.8
10,282.5
0
9,839.7
0
1
2
1,550
177,800
train_only
0
1
0
1ํ˜ธ์„ 
null
166
166
7,186.2
1
0.73
1
0.6667
0
0.5
0
1002_235
2
4
1,679
788
588
303
204
162
222
705.6
8,819.1
8,113.5
0
0
2
3
1,500
194,900
bus_only
1
0
0
503
BUS_TRUNK
0
166
7,186.2
0
0
0
0
0
0
0
1002_235
3
4
1,856
874
746
236
332
162
252
895.2
9,386.3
4,476.8
4,014.3
0
1
2
1,550
199,600
bus+train
1
1
0
641
BUS_TRUNK
0
166
7,186.2
0
0
0
0
0
0
0
1002_236
0
5
1,777
1,080
368
329
332
5
31
441.6
11,169.3
0
10,727.7
0
1
2
1,550
189,700
train_only
0
1
0
1ํ˜ธ์„ 
null
130
130
6,775.4
1
0.73
1
0.6667
0
0.5
0
1002_236
1
5
1,720
1,159
140
421
38
63
39
168
9,933.5
9,765.5
0
0
2
3
1,500
199,000
bus_only
1
0
0
505
BUS_TRUNK
0
130
6,775.4
0
0
0
0
0
0
0
1002_236
2
5
1,777
1,080
368
329
332
5
31
441.6
11,169.3
0
10,727.7
0
1
2
1,550
189,700
train_only
0
1
0
1ํ˜ธ์„ 
null
0
130
6,775.4
0
0
0
0
0
0
0
1002_236
3
5
1,692
873
556
263
204
296
56
667.2
8,833.3
5,287.2
2,878.9
0
1
2
1,550
183,200
bus+train
1
1
0
162
BUS_TRUNK
0
130
6,775.4
0
0
0
0
0
0
0
1002_236
4
5
1,639
835
390
414
38
296
56
468
8,786.3
5,439.4
2,878.9
0
2
3
1,550
188,900
bus+train
1
1
0
505
BUS_TRUNK
0
130
6,775.4
0
0
0
0
0
0
0
1002_246
0
5
1,653
1,050
513
90
332
181
0
615.6
7,921.7
0
7,306.1
0
0
1
1,550
168,300
train_only
0
1
0
1ํ˜ธ์„ 
null
74
74
6,084.4
1
0.93
1
0.6667
0
1
0
1002_246
1
5
1,590
1,035
218
337
28
159
31
261.6
8,116.4
7,854.8
0
0
2
3
1,500
186,000
bus_only
1
0
0
103
BUS_TRUNK
0
74
6,084.4
0
0
0
0
0
0
0
1002_246
2
5
1,698
967
551
180
208
334
9
661.2
8,396.6
7,735.4
0
0
1
2
1,500
185,800
bus_only
1
0
0
262
BUS_BRANCH
0
74
6,084.4
0
0
0
0
0
0
0
1002_246
3
5
1,751
1,160
551
40
217
334
0
661.2
9,465.8
8,804.6
0
0
0
1
1,500
180,100
bus_only
1
0
0
262
BUS_TRUNK
0
74
6,084.4
0
0
0
0
0
0
0
1002_246
4
5
1,669
902
553
214
394
159
0
663.6
8,071.6
7,408
0
0
1
2
1,500
182,900
bus_only
1
0
0
370
BUS_TRUNK
0
74
6,084.4
0
0
0
0
0
0
0
1002_247
0
5
1,707
960
388
359
332
25
31
465.6
10,213.7
0
9,748.1
0
1
2
1,550
182,700
train_only
0
1
0
1ํ˜ธ์„ 
null
22
22
8,328.4
1
0.739886
1
0.670486
0
0.522727
0
1002_247
1
5
1,725
953
577
195
332
50
195
692.4
10,211.1
752.8
8,765.9
0
1
2
1,550
186,500
bus+train
1
1
0
1ํ˜ธ์„ 
BUS_BRANCH
0
22
8,328.4
0
0
0
0
0
0
0
1002_247
2
5
1,687
955
417
315
204
25
188
500.4
10,557.7
9,075.1
982.2
0
1
2
1,550
182,700
bus+train
1
1
0
503
BUS_TRUNK
0
22
8,328.4
0
0
0
0
0
0
0
1002_247
3
5
2,049
1,033
637
379
38
308
291
764.4
11,487
10,722.6
0
0
1
2
1,500
220,900
bus_only
1
0
0
641
BUS_TRUNK
0
22
8,328.4
0
0
0
0
0
0
0
1002_247
4
5
1,677
960
388
329
332
25
31
465.6
10,213.7
0
9,748.1
0
1
2
1,550
179,700
train_only
0
1
0
1ํ˜ธ์„ 
null
0
22
8,328.4
0
0
0
0
0
0
0
1002_248
0
4
1,931
1,140
402
389
332
39
31
482.4
11,740.2
0
11,257.8
0
1
2
1,550
202,100
train_only
0
1
0
1ํ˜ธ์„ 
null
188
188
9,827.5
1
0.73
1
0.6667
0
0.5
0
1002_248
1
4
2,425
1,804
466
155
204
262
0
559.2
12,333.7
11,774.5
0
0
1
2
1,500
258,500
bus_only
1
0
0
503
BUS_TRUNK
0
188
9,827.5
0
0
0
0
0
0
0
1002_248
2
4
2,415
1,459
399
557
204
57
138
478.8
13,004.1
7,869.5
4,655.8
0
2
3
1,550
266,500
bus+train
1
1
0
503
BUS_TRUNK
0
188
9,827.5
0
0
0
0
0
0
0
1002_248
3
4
2,051
1,140
402
509
332
39
31
482.4
11,740.2
0
11,257.8
0
1
2
1,550
217,100
train_only
0
1
0
1ํ˜ธ์„ 
null
0
188
9,827.5
0
0
0
0
0
0
0
1002_249
0
4
2,516
1,743
599
174
308
199
92
718.8
15,112.7
14,393.9
0
0
1
2
1,500
267,600
bus_only
1
0
0
5012
BUS_TRUNK
0
192
10,677.9
0
0
0
0
0
0
0
1002_249
1
4
2,439
1,350
370
719
332
7
31
444
13,124.4
0
12,680.4
0
1
2
1,550
255,900
train_only
0
1
0
1ํ˜ธ์„ 
null
192
192
10,677.9
1
0.73
1
0.6667
0
0.5
0
1002_249
2
4
2,079
1,350
370
359
332
7
31
444
13,124.4
0
12,680.4
0
1
2
1,550
225,900
train_only
0
1
0
1ํ˜ธ์„ 
null
0
192
10,677.9
0
0
0
0
0
0
0
1002_249
3
4
2,149
1,452
267
430
204
7
56
320.4
14,503.1
5,287.2
8,895.5
0
2
3
1,550
237,900
bus+train
1
1
0
5ํ˜ธ์„ 
BUS_TRUNK
0
192
10,677.9
0
0
0
0
0
0
0