Overview

Dataset statistics

Number of variables31
Number of observations1250
Missing cells16309
Missing cells (%)42.1%
Duplicate rows129
Duplicate rows (%)10.3%
Total size in memory304.1 KiB
Average record size in memory249.1 B

Variable types

Unsupported24
Text2
Categorical5

Dataset

Description파일 다운로드
Author서울교통공사
URLhttps://data.seoul.go.kr/dataList/OA-12926/F/1/datasetView.do

Alerts

Dataset has 129 (10.3%) duplicate rowsDuplicates
Unnamed: 14 is highly imbalanced (96.9%)Imbalance
Unnamed: 16 is highly imbalanced (96.9%)Imbalance
Unnamed: 26 is highly imbalanced (91.8%)Imbalance
Unnamed: 29 is highly imbalanced (90.2%)Imbalance
Unnamed: 30 is highly imbalanced (96.2%)Imbalance
Unnamed: 3 has 513 (41.0%) missing valuesMissing
Unnamed: 4 has 739 (59.1%) missing valuesMissing
Unnamed: 5 has 276 (22.1%) missing valuesMissing
Unnamed: 6 has 1182 (94.6%) missing valuesMissing
Unnamed: 7 has 1160 (92.8%) missing valuesMissing
Unnamed: 8 has 1132 (90.6%) missing valuesMissing
Unnamed: 9 has 1207 (96.6%) missing valuesMissing
Unnamed: 10 has 705 (56.4%) missing valuesMissing
Unnamed: 11 has 597 (47.8%) missing valuesMissing
Unnamed: 12 has 1241 (99.3%) missing valuesMissing
Unnamed: 15 has 22 (1.8%) missing valuesMissing
Unnamed: 20 has 286 (22.9%) missing valuesMissing
Unnamed: 21 has 1211 (96.9%) missing valuesMissing
Unnamed: 22 has 1045 (83.6%) missing valuesMissing
Unnamed: 23 has 1235 (98.8%) missing valuesMissing
Unnamed: 24 has 1239 (99.1%) missing valuesMissing
Unnamed: 25 has 1232 (98.6%) missing valuesMissing
Unnamed: 28 has 1250 (100.0%) missing valuesMissing
환 기 구 현 황(5~8호선) is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 1 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 3 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 4 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 5 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 6 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 7 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 8 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 9 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 10 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 11 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 12 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 13 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 15 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 17 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 18 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 19 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 20 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 21 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 22 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 23 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 24 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 25 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 28 is an unsupported type, check if it needs cleaning or further analysisUnsupported

Reproduction

Analysis started2024-04-29 16:38:13.990494
Analysis finished2024-04-29 16:38:14.702583
Duration0.71 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

환 기 구 현 황(5~8호선)
Unsupported

REJECTED  UNSUPPORTED 

Missing4
Missing (%)0.3%
Memory size9.9 KiB

Unnamed: 1
Unsupported

REJECTED  UNSUPPORTED 

Missing4
Missing (%)0.3%
Memory size9.9 KiB

Unnamed: 2
Text

Distinct319
Distinct (%)25.6%
Missing4
Missing (%)0.3%
Memory size9.9 KiB
2024-04-30T01:38:14.944904image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length12
Median length10
Mean length4.5634029
Min length2

Characters and Unicode

Total characters5686
Distinct characters180
Distinct categories6 ?
Distinct scripts2 ?
Distinct blocks3 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique15 ?
Unique (%)1.2%

Sample

1st row구간
2nd row기지∼ 방화
3rd row방화
4th row방화
5th row방화
ValueCountFrequency (%)
군자 22
 
1.3%
천호 20
 
1.1%
강동 20
 
1.1%
공덕 19
 
1.1%
중계 16
 
0.9%
영등포 15
 
0.9%
하계 15
 
0.9%
가락시장 15
 
0.9%
광명 15
 
0.9%
논현 14
 
0.8%
Other values (228) 1570
90.2%
2024-04-30T01:38:15.424203image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
469
 
8.2%
~ 367
 
6.5%
동 138
 
2.4%
산 137
 
2.4%
장 133
 
2.3%
대 122
 
2.1%
구 118
 
2.1%
∼ 113
 
2.0%
청 112
 
2.0%
신 109
 
1.9%
Other values (170) 3868
68.0%

Most occurring categories

ValueCountFrequency (%)
Other Letter 4596
80.8%
Math Symbol 480
 
8.4%
Control 469
 
8.2%
Space Separator 96
 
1.7%
Dash Punctuation 27
 
0.5%
Decimal Number 18
 
0.3%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
동 138
 
3.0%
산 137
 
3.0%
장 133
 
2.9%
대 122
 
2.7%
구 118
 
2.6%
청 112
 
2.4%
신 109
 
2.4%
정 97
 
2.1%
수 86
 
1.9%
천 76
 
1.7%
Other values (163) 3468
75.5%
Math Symbol
ValueCountFrequency (%)
~ 367
76.5%
∼ 113
 
23.5%
Decimal Number
ValueCountFrequency (%)
4 10
55.6%
3 8
44.4%
Control
ValueCountFrequency (%)
469
100.0%
Space Separator
ValueCountFrequency (%)
96
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 27
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 4596
80.8%
Common 1090
 
19.2%

Most frequent character per script

Hangul
ValueCountFrequency (%)
동 138
 
3.0%
산 137
 
3.0%
장 133
 
2.9%
대 122
 
2.7%
구 118
 
2.6%
청 112
 
2.4%
신 109
 
2.4%
정 97
 
2.1%
수 86
 
1.9%
천 76
 
1.7%
Other values (163) 3468
75.5%
Common
ValueCountFrequency (%)
469
43.0%
~ 367
33.7%
∼ 113
 
10.4%
96
 
8.8%
- 27
 
2.5%
4 10
 
0.9%
3 8
 
0.7%

Most occurring blocks

ValueCountFrequency (%)
Hangul 4596
80.8%
ASCII 977
 
17.2%
Math Operators 113
 
2.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
469
48.0%
~ 367
37.6%
96
 
9.8%
- 27
 
2.8%
4 10
 
1.0%
3 8
 
0.8%
Hangul
ValueCountFrequency (%)
동 138
 
3.0%
산 137
 
3.0%
장 133
 
2.9%
대 122
 
2.7%
구 118
 
2.6%
청 112
 
2.4%
신 109
 
2.4%
정 97
 
2.1%
수 86
 
1.9%
천 76
 
1.7%
Other values (163) 3468
75.5%
Math Operators
ValueCountFrequency (%)
∼ 113
100.0%

Unnamed: 3
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing513
Missing (%)41.0%
Memory size9.9 KiB

Unnamed: 4
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing739
Missing (%)59.1%
Memory size9.9 KiB

Unnamed: 5
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing276
Missing (%)22.1%
Memory size9.9 KiB

Unnamed: 6
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing1182
Missing (%)94.6%
Memory size9.9 KiB

Unnamed: 7
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing1160
Missing (%)92.8%
Memory size9.9 KiB

Unnamed: 8
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing1132
Missing (%)90.6%
Memory size9.9 KiB

Unnamed: 9
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing1207
Missing (%)96.6%
Memory size9.9 KiB

Unnamed: 10
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing705
Missing (%)56.4%
Memory size9.9 KiB

Unnamed: 11
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing597
Missing (%)47.8%
Memory size9.9 KiB

Unnamed: 12
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing1241
Missing (%)99.3%
Memory size9.9 KiB

Unnamed: 13
Unsupported

REJECTED  UNSUPPORTED 

Missing5
Missing (%)0.4%
Memory size9.9 KiB

Unnamed: 14
Categorical

IMBALANCE 

Distinct2
Distinct (%)0.2%
Missing0
Missing (%)0.0%
Memory size9.9 KiB
×
1246 
<NA>
 
4

Length

Max length4
Median length1
Mean length1.0096
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row<NA>
2nd row<NA>
3rd row×
4th row<NA>
5th row<NA>

Common Values

ValueCountFrequency (%)
× 1246
99.7%
<NA> 4
 
0.3%

Length

2024-04-30T01:38:15.565816image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-30T01:38:15.673742image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
× 1246
99.7%
na 4
 
0.3%

Unnamed: 15
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing22
Missing (%)1.8%
Memory size9.9 KiB

Unnamed: 16
Categorical

IMBALANCE 

Distinct2
Distinct (%)0.2%
Missing0
Missing (%)0.0%
Memory size9.9 KiB
×
1246 
<NA>
 
4

Length

Max length4
Median length1
Mean length1.0096
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row<NA>
2nd row<NA>
3rd row×
4th row<NA>
5th row<NA>

Common Values

ValueCountFrequency (%)
× 1246
99.7%
<NA> 4
 
0.3%

Length

2024-04-30T01:38:15.814823image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-30T01:38:15.910542image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
× 1246
99.7%
na 4
 
0.3%

Unnamed: 17
Unsupported

REJECTED  UNSUPPORTED 

Missing7
Missing (%)0.6%
Memory size9.9 KiB

Unnamed: 18
Unsupported

REJECTED  UNSUPPORTED 

Missing6
Missing (%)0.5%
Memory size9.9 KiB

Unnamed: 19
Unsupported

REJECTED  UNSUPPORTED 

Missing4
Missing (%)0.3%
Memory size9.9 KiB

Unnamed: 20
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing286
Missing (%)22.9%
Memory size9.9 KiB

Unnamed: 21
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing1211
Missing (%)96.9%
Memory size9.9 KiB

Unnamed: 22
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing1045
Missing (%)83.6%
Memory size9.9 KiB

Unnamed: 23
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing1235
Missing (%)98.8%
Memory size9.9 KiB

Unnamed: 24
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing1239
Missing (%)99.1%
Memory size9.9 KiB

Unnamed: 25
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing1232
Missing (%)98.6%
Memory size9.9 KiB

Unnamed: 26
Categorical

IMBALANCE 

Distinct12
Distinct (%)1.0%
Missing0
Missing (%)0.0%
Memory size9.9 KiB
<NA>
1210 
주변 공사중
 
14
학교내
 
9
주차장
 
4
주차 장
 
3
Other values (7)
 
10

Length

Max length6
Median length4
Mean length4.008
Min length2

Unique

Unique4 ?
Unique (%)0.3%

Sample

1st row<NA>
2nd row<NA>
3rd row<NA>
4th row비고
5th row<NA>

Common Values

ValueCountFrequency (%)
<NA> 1210
96.8%
주변 공사중 14
 
1.1%
학교내 9
 
0.7%
주차장 4
 
0.3%
주차 장 3
 
0.2%
역사2층 2
 
0.2%
역주차장 2
 
0.2%
나대지 2
 
0.2%
비고 1
 
0.1%
공항주차장 1
 
0.1%
Other values (2) 2
 
0.2%

Length

2024-04-30T01:38:16.013375image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
na 1210
95.5%
주변 14
 
1.1%
공사중 14
 
1.1%
학교내 9
 
0.7%
주차장 4
 
0.3%
주차 3
 
0.2%
장 3
 
0.2%
역사2층 2
 
0.2%
역주차장 2
 
0.2%
나대지 2
 
0.2%
Other values (4) 4
 
0.3%

Unnamed: 27
Text

Distinct970
Distinct (%)77.8%
Missing3
Missing (%)0.2%
Memory size9.9 KiB
2024-04-30T01:38:16.271977image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length25
Median length18
Mean length6.6134723
Min length2

Characters and Unicode

Total characters8247
Distinct characters574
Distinct categories11 ?
Distinct scripts4 ?
Distinct blocks4 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique780 ?
Unique (%)62.6%

Sample

1st row(단위 : m)
2nd row인접건물명
3rd row방화3동사무소
4th row에어뷰-1건너편
5th row에어뷰-1앞
ValueCountFrequency (%)
마곡지구 13
 
0.8%
공사중 13
 
0.8%
앞 11
 
0.7%
현대아파트 8
 
0.5%
출입구 8
 
0.5%
옆 8
 
0.5%
미8군 8
 
0.5%
하나은행 7
 
0.4%
국민은행 7
 
0.4%
3번출구 7
 
0.4%
Other values (1112) 1526
94.4%
2024-04-30T01:38:16.659345image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
337
 
4.1%
동 193
 
2.3%
구 148
 
1.8%
112
 
1.4%
공 111
 
1.3%
대 109
 
1.3%
파 108
 
1.3%
1 108
 
1.3%
트 104
 
1.3%
아 101
 
1.2%
Other values (564) 6816
82.6%

Most occurring categories

ValueCountFrequency (%)
Other Letter 6828
82.8%
Decimal Number 446
 
5.4%
Space Separator 337
 
4.1%
Uppercase Letter 244
 
3.0%
Control 112
 
1.4%
Lowercase Letter 88
 
1.1%
Other Punctuation 87
 
1.1%
Open Punctuation 45
 
0.5%
Close Punctuation 45
 
0.5%
Dash Punctuation 13
 
0.2%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
동 193
 
2.8%
구 148
 
2.2%
공 111
 
1.6%
대 109
 
1.6%
파 108
 
1.6%
트 104
 
1.5%
아 101
 
1.5%
원 95
 
1.4%
지 94
 
1.4%
출 91
 
1.3%
Other values (497) 5674
83.1%
Uppercase Letter
ValueCountFrequency (%)
T 22
 
9.0%
S 20
 
8.2%
A 20
 
8.2%
P 19
 
7.8%
E 18
 
7.4%
G 18
 
7.4%
C 16
 
6.6%
L 16
 
6.6%
K 14
 
5.7%
I 9
 
3.7%
Other values (13) 72
29.5%
Lowercase Letter
ValueCountFrequency (%)
e 11
12.5%
a 10
11.4%
s 7
 
8.0%
i 7
 
8.0%
t 7
 
8.0%
r 6
 
6.8%
m 6
 
6.8%
y 5
 
5.7%
l 5
 
5.7%
p 5
 
5.7%
Other values (10) 19
21.6%
Decimal Number
ValueCountFrequency (%)
1 108
24.2%
2 60
13.5%
0 57
12.8%
3 50
11.2%
5 44
9.9%
4 36
 
8.1%
8 30
 
6.7%
7 24
 
5.4%
6 20
 
4.5%
9 17
 
3.8%
Other Punctuation
ValueCountFrequency (%)
@ 39
44.8%
# 23
26.4%
, 10
 
11.5%
. 7
 
8.0%
/ 5
 
5.7%
: 2
 
2.3%
& 1
 
1.1%
Math Symbol
ValueCountFrequency (%)
~ 1
50.0%
＋ 1
50.0%
Space Separator
ValueCountFrequency (%)
337
100.0%
Control
ValueCountFrequency (%)
112
100.0%
Open Punctuation
ValueCountFrequency (%)
( 45
100.0%
Close Punctuation
ValueCountFrequency (%)
) 45
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 13
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 6825
82.8%
Common 1087
 
13.2%
Latin 332
 
4.0%
Han 3
 
< 0.1%

Most frequent character per script

Hangul
ValueCountFrequency (%)
동 193
 
2.8%
구 148
 
2.2%
공 111
 
1.6%
대 109
 
1.6%
파 108
 
1.6%
트 104
 
1.5%
아 101
 
1.5%
원 95
 
1.4%
지 94
 
1.4%
출 91
 
1.3%
Other values (494) 5671
83.1%
Latin
ValueCountFrequency (%)
T 22
 
6.6%
S 20
 
6.0%
A 20
 
6.0%
P 19
 
5.7%
E 18
 
5.4%
G 18
 
5.4%
C 16
 
4.8%
L 16
 
4.8%
K 14
 
4.2%
e 11
 
3.3%
Other values (33) 158
47.6%
Common
ValueCountFrequency (%)
337
31.0%
112
 
10.3%
1 108
 
9.9%
2 60
 
5.5%
0 57
 
5.2%
3 50
 
4.6%
( 45
 
4.1%
) 45
 
4.1%
5 44
 
4.0%
@ 39
 
3.6%
Other values (14) 190
17.5%
Han
ValueCountFrequency (%)
愛 1
33.3%
月 1
33.3%
五 1
33.3%

Most occurring blocks

ValueCountFrequency (%)
Hangul 6825
82.8%
ASCII 1418
 
17.2%
CJK 3
 
< 0.1%
None 1
 
< 0.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
337
23.8%
112
 
7.9%
1 108
 
7.6%
2 60
 
4.2%
0 57
 
4.0%
3 50
 
3.5%
( 45
 
3.2%
) 45
 
3.2%
5 44
 
3.1%
@ 39
 
2.8%
Other values (56) 521
36.7%
Hangul
ValueCountFrequency (%)
동 193
 
2.8%
구 148
 
2.2%
공 111
 
1.6%
대 109
 
1.6%
파 108
 
1.6%
트 104
 
1.5%
아 101
 
1.5%
원 95
 
1.4%
지 94
 
1.4%
출 91
 
1.3%
Other values (494) 5671
83.1%
CJK
ValueCountFrequency (%)
愛 1
33.3%
月 1
33.3%
五 1
33.3%
None
ValueCountFrequency (%)
＋ 1
100.0%

Unnamed: 28
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing1250
Missing (%)100.0%
Memory size11.1 KiB

Unnamed: 29
Categorical

IMBALANCE 

Distinct13
Distinct (%)1.0%
Missing0
Missing (%)0.0%
Memory size9.9 KiB
<NA>
1194 
경미한 사항으로 2차분에서 제외
 
31
차량추락 우려 추가
 
11
기술사업소 요청(2순위 포함)
 
3
시설지원단 요청(1순위→3순위)
 
2
Other values (8)
 
9

Length

Max length32
Median length4
Mean length4.5072
Min length2

Unique

Unique7 ?
Unique (%)0.6%

Sample

1st row<NA>
2nd row비고
3rd row<NA>
4th row<NA>
5th row<NA>

Common Values

ValueCountFrequency (%)
<NA> 1194
95.5%
경미한 사항으로 2차분에서 제외 31
 
2.5%
차량추락 우려 추가 11
 
0.9%
기술사업소 요청(2순위 포함) 3
 
0.2%
시설지원단 요청(1순위→3순위) 2
 
0.2%
높이 인상요청 민원('16.04.06) 2
 
0.2%
비고 1
 
0.1%
기술사업소 요청(3순위→2순위) 1
 
0.1%
빔보강 추가 1
 
0.1%
환기구 민원 1
 
0.1%
Other values (3) 3
 
0.2%

Length

2024-04-30T01:38:16.781320image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
na 1194
86.0%
사항으로 31
 
2.2%
2차분에서 31
 
2.2%
제외 31
 
2.2%
경미한 31
 
2.2%
추가 12
 
0.9%
차량추락 11
 
0.8%
우려 11
 
0.8%
기술사업소 4
 
0.3%
시설지원단 4
 
0.3%
Other values (21) 29
 
2.1%

Unnamed: 30
Categorical

IMBALANCE 

Distinct2
Distinct (%)0.2%
Missing0
Missing (%)0.0%
Memory size9.9 KiB
<NA>
1245 
150x150x7x10
 
5

Length

Max length12
Median length4
Mean length4.032
Min length4

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row<NA>
2nd row<NA>
3rd row<NA>
4th row<NA>
5th row<NA>

Common Values

ValueCountFrequency (%)
<NA> 1245
99.6%
150x150x7x10 5
 
0.4%

Length

2024-04-30T01:38:16.905098image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-30T01:38:17.010994image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
na 1245
99.6%
150x150x7x10 5
 
0.4%

Sample

환 기 구 현 황(5~8호선)Unnamed: 1Unnamed: 2Unnamed: 3Unnamed: 4Unnamed: 5Unnamed: 6Unnamed: 7Unnamed: 8Unnamed: 9Unnamed: 10Unnamed: 11Unnamed: 12Unnamed: 13Unnamed: 14Unnamed: 15Unnamed: 16Unnamed: 17Unnamed: 18Unnamed: 19Unnamed: 20Unnamed: 21Unnamed: 22Unnamed: 23Unnamed: 24Unnamed: 25Unnamed: 26Unnamed: 27Unnamed: 28Unnamed: 29Unnamed: 30
0NaNNaN<NA>NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN<NA>NaN<NA>NaNNaNNaNNaNNaNNaNNaNNaNNaN<NA>(단위 : m)<NA><NA><NA>
1연번번호구간구 분NaN용 도NaNNaNNaN기 능NaNNaNNaN환 기 구 규 모<NA>NaN<NA>NaNNaNNaNNaNNaNNaNNaNNaNNaN<NA>인접건물명<NA>비고<NA>
2NaNNaN<NA>역\n사본\n선환\n기변\n전\n실냉각복합급\n배\n기급기배기자연폭×길이×높 이NaNNaN보도차도녹지기타NaNNaN<NA><NA><NA><NA><NA>
3NaNNaN<NA>NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN<NA>NaN<NA>NaNNaNNaNNaNNaNNaN건물내\n주차장학교기타비고<NA><NA><NA><NA>
4NaNNaN<NA>NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN<NA>NaN<NA>최고최저평균높이\n(M)NaNNaNNaNNaNNaNNaN<NA><NA><NA><NA><NA>
515001기지∼ 방화NaN00NaNNaNNaNNaNNaN0NaN2.84×13.8×0.260.220.24NaNNaN1NaNNaNNaN<NA>방화3동사무소<NA><NA><NA>
625002방화0NaN0NaNNaNNaNNaNNaN0NaN2.59×6.62×2221NaNNaNNaNNaNNaN<NA>에어뷰-1건너편<NA><NA><NA>
735003방화0NaNNaNNaN0NaNNaNNaN0NaN2.6×6.9×1.31.181.241NaNNaNNaNNaNNaN<NA>에어뷰-1앞<NA><NA><NA>
845004방화0NaN0NaNNaNNaNNaN0NaNNaN2.59×4.87×2221NaNNaNNaNNaNNaN<NA>에어뷰-1건너편<NA><NA><NA>
955005방화0NaNNaNNaN0NaNNaN0NaNNaN2.59×6.85×1.581.461.521NaNNaNNaNNaNNaN<NA>에어뷰-1앞<NA><NA><NA>
환 기 구 현 황(5~8호선)Unnamed: 1Unnamed: 2Unnamed: 3Unnamed: 4Unnamed: 5Unnamed: 6Unnamed: 7Unnamed: 8Unnamed: 9Unnamed: 10Unnamed: 11Unnamed: 12Unnamed: 13Unnamed: 14Unnamed: 15Unnamed: 16Unnamed: 17Unnamed: 18Unnamed: 19Unnamed: 20Unnamed: 21Unnamed: 22Unnamed: 23Unnamed: 24Unnamed: 25Unnamed: 26Unnamed: 27Unnamed: 28Unnamed: 29Unnamed: 30
124012368104강동구청 ∼토성NaN00NaNNaNNaNNaNNaN0NaN2.67×11.32×0.60.60.6NaNNaN1NaNNaNNaN<NA>농협<NA><NA><NA>
124112378105강동구청 ∼토성NaN00NaNNaNNaNNaN0NaNNaN2.63×18.11×1.140.80.97NaNNaN1NaNNaNNaN<NA>파크리오<NA><NA><NA>
124212388106강동구청 ∼토성NaN00NaNNaNNaNNaNNaN0NaN2.67×11.71×0.740.740.741NaNNaNNaNNaNNaN<NA>진주APT13동<NA><NA><NA>
124312398107몽촌토성0NaN0NaNNaNNaNNaNNaN0NaN2.91×6.65×0.590.320.455NaNNaN1NaNNaNNaN<NA>진주APT13동<NA><NA><NA>
124412408108몽촌토성0NaN0NaNNaNNaNNaN0NaNNaN2.47×4.83×1.621.251.435NaNNaN1NaNNaNNaN<NA>진주APT13동<NA><NA><NA>
124512418109몽촌토성0NaN0NaNNaNNaNNaNNaN0NaN2.6×9.47×0.60.60.61NaNNaNNaNNaNNaN<NA>진주APT14동<NA><NA><NA>
124612428110몽촌토성0NaN0NaNNaNNaNNaN0NaNNaN2.46×9.81×1.551.551.551NaNNaNNaNNaNNaN<NA>인택 올림픽 파크뷰<NA><NA><NA>
124712438111몽촌토성 ∼잠실NaN00NaNNaNNaNNaNNaN0NaN2.66×7.71×0.630.630.631NaNNaNNaNNaNNaN<NA>진주APT15동<NA><NA><NA>
124812448026-1가락시장0NaN0NaNNaNNaNNaNNaNNaN01.58×2.89×1.761.761.761NaNNaNNaNNaNNaN<NA>제일상호신용금고<NA><NA><NA>
124912458026-2가락시장0NaN0NaNNaNNaNNaNNaNNaN01.58×2.89×1.761.761.761NaNNaNNaNNaNNaN<NA>제일상호신용금고<NA><NA><NA>

Duplicate rows

Most frequently occurring

Unnamed: 2Unnamed: 14Unnamed: 16Unnamed: 26Unnamed: 27Unnamed: 29Unnamed: 30# duplicates
32마곡××주변 공사중마곡지구 공사중<NA><NA>7
38목동××<NA>목동아파트7단지<NA><NA>4
56상동××<NA>비잔티움 웨스트 타워<NA><NA>4
90왕십리××<NA>왕십리주차장<NA><NA>4
98잠실××<NA>제2 롯데월드 부지<NA><NA>4
115청담××<NA>진흥@ 3동<NA><NA>4
4개농××<NA>상아아파트8동<NA><NA>3
11공항××<NA>김포공항 3번출구<NA><NA>3
13광명~ 천왕××<NA>연지타운105동<NA><NA>3
14광명~ 천왕××<NA>연지타운106동<NA><NA>3