Overview

Dataset statistics

Number of variables7
Number of observations43
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory2.5 KiB
Average record size in memory60.1 B

Variable types

Categorical4
Numeric1
Text2

Dataset

Description경상남도 남해군의 현수막게시대 설치현황입니다. 읍면별 게시면수, 설치장소, 주소, 현수막 규격, 종류와 용도구분 등 현수막 게시대의 정보를 포함하고 있습니다.
Author경상남도 남해군
URLhttps://bigdata.gyeongnam.go.kr/index.gn?menuCd=DOM_000000114002001000&publicdatapk=15039836

Alerts

비고 is highly overall correlated with 게시면수 and 2 other fieldsHigh correlation
종류 is highly overall correlated with 현수막규격(m) and 1 other fieldsHigh correlation
현수막규격(m) is highly overall correlated with 게시면수 and 2 other fieldsHigh correlation
게시면수 is highly overall correlated with 현수막규격(m) and 1 other fieldsHigh correlation
설치장소 has unique valuesUnique

Reproduction

Analysis started2023-12-11 00:15:34.362617
Analysis finished2023-12-11 00:15:35.012347
Duration0.65 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

설치읍면
Categorical

Distinct10
Distinct (%)23.3%
Missing0
Missing (%)0.0%
Memory size476.0 B
남해읍
11 
삼동면
6 
이동면
5 
서면
5 
창선면
4 
Other values (5)
12 

Length

Max length3
Median length3
Mean length2.8139535
Min length2

Unique

Unique1 ?
Unique (%)2.3%

Sample

1st row남해읍
2nd row남해읍
3rd row남해읍
4th row남해읍
5th row남해읍

Common Values

ValueCountFrequency (%)
남해읍 11
25.6%
삼동면 6
14.0%
이동면 5
11.6%
서면 5
11.6%
창선면 4
 
9.3%
미조면 3
 
7.0%
남면 3
 
7.0%
고현면 3
 
7.0%
상주면 2
 
4.7%
설천면 1
 
2.3%

Length

2023-12-11T09:15:35.075006image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T09:15:35.214127image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
남해읍 11
25.6%
삼동면 6
14.0%
이동면 5
11.6%
서면 5
11.6%
창선면 4
 
9.3%
미조면 3
 
7.0%
남면 3
 
7.0%
고현면 3
 
7.0%
상주면 2
 
4.7%
설천면 1
 
2.3%

게시면수
Real number (ℝ)

HIGH CORRELATION 

Distinct9
Distinct (%)20.9%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean5.6976744
Minimum1
Maximum15
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size519.0 B
2023-12-11T09:15:35.344831image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile2
Q15
median5
Q36
95-th percentile10
Maximum15
Range14
Interquartile range (IQR)1

Descriptive statistics

Standard deviation2.8245091
Coefficient of variation (CV)0.49573017
Kurtosis2.0894573
Mean5.6976744
Median Absolute Deviation (MAD)1
Skewness1.1614604
Sum245
Variance7.9778516
MonotonicityNot monotonic
2023-12-11T09:15:35.443567image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=9)
ValueCountFrequency (%)
5 15
34.9%
6 12
27.9%
10 5
 
11.6%
2 5
 
11.6%
3 2
 
4.7%
15 1
 
2.3%
4 1
 
2.3%
1 1
 
2.3%
12 1
 
2.3%
ValueCountFrequency (%)
1 1
 
2.3%
2 5
 
11.6%
3 2
 
4.7%
4 1
 
2.3%
5 15
34.9%
6 12
27.9%
10 5
 
11.6%
12 1
 
2.3%
15 1
 
2.3%
ValueCountFrequency (%)
15 1
 
2.3%
12 1
 
2.3%
10 5
 
11.6%
6 12
27.9%
5 15
34.9%
4 1
 
2.3%
3 2
 
4.7%
2 5
 
11.6%
1 1
 
2.3%

설치장소
Text

UNIQUE 

Distinct43
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size476.0 B
2023-12-11T09:15:35.687376image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length19
Median length16
Mean length9.7906977
Min length5

Characters and Unicode

Total characters421
Distinct characters107
Distinct categories5 ?
Distinct scripts2 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique43 ?
Unique (%)100.0%

Sample

1st row공용터미널 맞은편(2식)
2nd row우시장 맞은편(2식)
3rd row우시장 맞은편(1식)
4th row남해병원 앞(3식)
5th row보건소 내
ValueCountFrequency (%)
앞 11
 
12.2%
2식 6
 
6.7%
입구 5
 
5.6%
내 3
 
3.3%
공용터미널 2
 
2.2%
서면농협 2
 
2.2%
맞은편(2식 2
 
2.2%
입구(저단형 2
 
2.2%
금산 2
 
2.2%
앞(저단형 2
 
2.2%
Other values (48) 53
58.9%
2023-12-11T09:15:36.151719image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
47
 
11.2%
) 24
 
5.7%
( 24
 
5.7%
앞 18
 
4.3%
식 14
 
3.3%
단 11
 
2.6%
소 10
 
2.4%
리 10
 
2.4%
2 10
 
2.4%
저 9
 
2.1%
Other values (97) 244
58.0%

Most occurring categories

ValueCountFrequency (%)
Other Letter 312
74.1%
Space Separator 47
 
11.2%
Close Punctuation 24
 
5.7%
Open Punctuation 24
 
5.7%
Decimal Number 14
 
3.3%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
앞 18
 
5.8%
식 14
 
4.5%
단 11
 
3.5%
소 10
 
3.2%
리 10
 
3.2%
저 9
 
2.9%
형 9
 
2.9%
면 9
 
2.9%
지 8
 
2.6%
거 7
 
2.2%
Other values (91) 207
66.3%
Decimal Number
ValueCountFrequency (%)
2 10
71.4%
3 3
 
21.4%
1 1
 
7.1%
Space Separator
ValueCountFrequency (%)
47
100.0%
Close Punctuation
ValueCountFrequency (%)
) 24
100.0%
Open Punctuation
ValueCountFrequency (%)
( 24
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 312
74.1%
Common 109
 
25.9%

Most frequent character per script

Hangul
ValueCountFrequency (%)
앞 18
 
5.8%
식 14
 
4.5%
단 11
 
3.5%
소 10
 
3.2%
리 10
 
3.2%
저 9
 
2.9%
형 9
 
2.9%
면 9
 
2.9%
지 8
 
2.6%
거 7
 
2.2%
Other values (91) 207
66.3%
Common
ValueCountFrequency (%)
47
43.1%
) 24
22.0%
( 24
22.0%
2 10
 
9.2%
3 3
 
2.8%
1 1
 
0.9%

Most occurring blocks

ValueCountFrequency (%)
Hangul 312
74.1%
ASCII 109
 
25.9%

Most frequent character per block

ASCII
ValueCountFrequency (%)
47
43.1%
) 24
22.0%
( 24
22.0%
2 10
 
9.2%
3 3
 
2.8%
1 1
 
0.9%
Hangul
ValueCountFrequency (%)
앞 18
 
5.8%
식 14
 
4.5%
단 11
 
3.5%
소 10
 
3.2%
리 10
 
3.2%
저 9
 
2.9%
형 9
 
2.9%
면 9
 
2.9%
지 8
 
2.6%
거 7
 
2.2%
Other values (91) 207
66.3%

주소
Text

Distinct39
Distinct (%)90.7%
Missing0
Missing (%)0.0%
Memory size476.0 B
2023-12-11T09:15:36.468107image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length25
Median length24
Mean length22.627907
Min length20

Characters and Unicode

Total characters973
Distinct characters66
Distinct categories4 ?
Distinct scripts2 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique35 ?
Unique (%)81.4%

Sample

1st row경상남도 남해군 남해읍 북변리 430
2nd row경상남도 남해군 남해읍 평리 1241-3
3rd row경상남도 남해군 남해읍 평리 1241-3
4th row경상남도 남해군 남해읍 차산리 786-7
5th row경상남도 남해군 남해읍 차산리 645-1
ValueCountFrequency (%)
경상남도 43
20.0%
남해군 43
20.0%
남해읍 11
 
5.1%
삼동면 6
 
2.8%
서면 5
 
2.3%
이동면 5
 
2.3%
창선면 4
 
1.9%
지족리 3
 
1.4%
고현면 3
 
1.4%
미조면 3
 
1.4%
Other values (69) 89
41.4%
2023-12-11T09:15:36.893670image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
207
21.3%
남 101
 
10.4%
해 54
 
5.5%
상 51
 
5.2%
경 43
 
4.4%
군 43
 
4.4%
리 43
 
4.4%
도 43
 
4.4%
1 40
 
4.1%
- 33
 
3.4%
Other values (56) 315
32.4%

Most occurring categories

ValueCountFrequency (%)
Other Letter 554
56.9%
Space Separator 207
 
21.3%
Decimal Number 179
 
18.4%
Dash Punctuation 33
 
3.4%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
남 101
18.2%
해 54
9.7%
상 51
9.2%
경 43
 
7.8%
군 43
 
7.8%
리 43
 
7.8%
도 43
 
7.8%
면 32
 
5.8%
동 12
 
2.2%
읍 11
 
2.0%
Other values (44) 121
21.8%
Decimal Number
ValueCountFrequency (%)
1 40
22.3%
2 28
15.6%
4 27
15.1%
0 21
11.7%
7 17
9.5%
8 13
 
7.3%
5 12
 
6.7%
6 11
 
6.1%
3 7
 
3.9%
9 3
 
1.7%
Space Separator
ValueCountFrequency (%)
207
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 33
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 554
56.9%
Common 419
43.1%

Most frequent character per script

Hangul
ValueCountFrequency (%)
남 101
18.2%
해 54
9.7%
상 51
9.2%
경 43
 
7.8%
군 43
 
7.8%
리 43
 
7.8%
도 43
 
7.8%
면 32
 
5.8%
동 12
 
2.2%
읍 11
 
2.0%
Other values (44) 121
21.8%
Common
ValueCountFrequency (%)
207
49.4%
1 40
 
9.5%
- 33
 
7.9%
2 28
 
6.7%
4 27
 
6.4%
0 21
 
5.0%
7 17
 
4.1%
8 13
 
3.1%
5 12
 
2.9%
6 11
 
2.6%
Other values (2) 10
 
2.4%

Most occurring blocks

ValueCountFrequency (%)
Hangul 554
56.9%
ASCII 419
43.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
207
49.4%
1 40
 
9.5%
- 33
 
7.9%
2 28
 
6.7%
4 27
 
6.4%
0 21
 
5.0%
7 17
 
4.1%
8 13
 
3.1%
5 12
 
2.9%
6 11
 
2.6%
Other values (2) 10
 
2.4%
Hangul
ValueCountFrequency (%)
남 101
18.2%
해 54
9.7%
상 51
9.2%
경 43
 
7.8%
군 43
 
7.8%
리 43
 
7.8%
도 43
 
7.8%
면 32
 
5.8%
동 12
 
2.2%
읍 11
 
2.0%
Other values (44) 121
21.8%

현수막규격(m)
Categorical

HIGH CORRELATION 

Distinct8
Distinct (%)18.6%
Missing0
Missing (%)0.0%
Memory size476.0 B
5.8×0.9
11 
5×0.7
8 
5.8×0.7
7 
6.0×0.7
6 
6.0×0.9
6 
Other values (3)
5 

Length

Max length7
Median length7
Mean length6.5813953
Min length5

Unique

Unique2 ?
Unique (%)4.7%

Sample

1st row5.8×0.9
2nd row5.8×0.9
3rd row5.8×0.7
4th row5.8×0.9
5th row5.8×0.9

Common Values

ValueCountFrequency (%)
5.8×0.9 11
25.6%
5×0.7 8
18.6%
5.8×0.7 7
16.3%
6.0×0.7 6
14.0%
6.0×0.9 6
14.0%
5.5×0.9 3
 
7.0%
5×0.6 1
 
2.3%
5.8x0.9 1
 
2.3%

Length

2023-12-11T09:15:37.070770image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T09:15:37.215452image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
5.8×0.9 11
25.6%
5×0.7 8
18.6%
5.8×0.7 7
16.3%
6.0×0.7 6
14.0%
6.0×0.9 6
14.0%
5.5×0.9 3
 
7.0%
5×0.6 1
 
2.3%
5.8x0.9 1
 
2.3%

종류
Categorical

HIGH CORRELATION 

Distinct7
Distinct (%)16.3%
Missing0
Missing (%)0.0%
Memory size476.0 B
접철식
16 
자동
13 
저단형 1단
8 
탱탱걸이
3 
접철식2
 
1
Other values (2)
2 

Length

Max length6
Median length4
Mean length3.4186047
Min length2

Unique

Unique3 ?
Unique (%)7.0%

Sample

1st row접철식
2nd row접철식2
3rd row자동1
4th row접철식
5th row접철식

Common Values

ValueCountFrequency (%)
접철식 16
37.2%
자동 13
30.2%
저단형 1단 8
18.6%
탱탱걸이 3
 
7.0%
접철식2 1
 
2.3%
자동1 1
 
2.3%
저단형 2단 1
 
2.3%

Length

2023-12-11T09:15:37.408141image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T09:15:37.544500image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
접철식 16
30.8%
자동 13
25.0%
저단형 9
17.3%
1단 8
15.4%
탱탱걸이 3
 
5.8%
접철식2 1
 
1.9%
자동1 1
 
1.9%
2단 1
 
1.9%

비고
Categorical

HIGH CORRELATION 

Distinct2
Distinct (%)4.7%
Missing0
Missing (%)0.0%
Memory size476.0 B
상업용
34 
행정용
9 

Length

Max length3
Median length3
Mean length3
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row상업용
2nd row상업용
3rd row상업용
4th row상업용
5th row상업용

Common Values

ValueCountFrequency (%)
상업용 34
79.1%
행정용 9
 
20.9%

Length

2023-12-11T09:15:37.675551image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T09:15:37.774701image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
상업용 34
79.1%
행정용 9
 
20.9%

Interactions

2023-12-11T09:15:34.720799image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-11T09:15:37.852164image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
설치읍면게시면수설치장소주소현수막규격(m)종류비고
설치읍면1.0000.0001.0001.0000.0000.0000.000
게시면수0.0001.0001.0000.7360.7430.8740.850
설치장소1.0001.0001.0001.0001.0001.0001.000
주소1.0000.7361.0001.0000.0000.0000.000
현수막규격(m)0.0000.7431.0000.0001.0000.9081.000
종류0.0000.8741.0000.0000.9081.0001.000
비고0.0000.8501.0000.0001.0001.0001.000
2023-12-11T09:15:37.980998image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
비고종류현수막규격(m)설치읍면
비고1.0000.9370.9240.000
종류0.9371.0000.7630.000
현수막규격(m)0.9240.7631.0000.000
설치읍면0.0000.0000.0001.000
2023-12-11T09:15:38.079222image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
게시면수설치읍면현수막규격(m)종류비고
게시면수1.0000.0000.5090.4900.862
설치읍면0.0001.0000.0000.0000.000
현수막규격(m)0.5090.0001.0000.7630.924
종류0.4900.0000.7631.0000.937
비고0.8620.0000.9240.9371.000

Missing values

2023-12-11T09:15:34.847395image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-11T09:15:34.972102image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

Sample

설치읍면게시면수설치장소주소현수막규격(m)종류비고
0남해읍10공용터미널 맞은편(2식)경상남도 남해군 남해읍 북변리 4305.8×0.9접철식상업용
1남해읍10우시장 맞은편(2식)경상남도 남해군 남해읍 평리 1241-35.8×0.9접철식2상업용
2남해읍6우시장 맞은편(1식)경상남도 남해군 남해읍 평리 1241-35.8×0.7자동1상업용
3남해읍15남해병원 앞(3식)경상남도 남해군 남해읍 차산리 786-75.8×0.9접철식상업용
4남해읍5보건소 내경상남도 남해군 남해읍 차산리 645-15.8×0.9접철식상업용
5남해읍5실내체육관 앞경상남도 남해군 남해읍 서변리 2045.8×0.9접철식상업용
6남해읍6노인복지관앞경상남도 남해군 남해읍 아산리 408-35.8×0.7자동상업용
7남해읍6유배문학관 앞경상남도 남해군 남해읍 남변리 5556.0×0.7자동상업용
8남해읍4공용터미널 맞은편(저단형) (2식)경상남도 남해군 남해읍 북변리 4305×0.6저단형 2단행정용
9남해읍2남해대학 굴다리앞(저단형) (2식)경상남도 남해군 남해읍 북변리 362-105×0.7저단형 1단행정용
설치읍면게시면수설치장소주소현수막규격(m)종류비고
33서면5서면농협 중현지소 앞경상남도 남해군 서면 중현리 1467-26.0×0.9자동상업용
34서면1금서교 옆(저단형)경상남도 남해군 서면 서상리 산164-15×0.7저단형 1단행정용
35고현면5고현면사무소 앞경상남도 남해군 고현면 대사리 700-46.0×0.9접철식상업용
36고현면3정보고등학교앞(저단형) (3식)경상남도 남해군 고현면 대사리 6745×0.7저단형 1단행정용
37고현면12농공단지 앞 교차로경상남도 남해군 고현면 오곡리 196-186.0×0.7자동상업용
38설천면5설천중학교 앞경상남도 남해군 설천면 금음리 790-25.8×0.9접철식상업용
39창선면5창선면사무소 앞경상남도 남해군 창선면 수산리 188-46.0×0.9접철식상업용
40창선면10단항 사거리(2식)경상남도 남해군 창선면 대벽리 100-46.0×0.9접철식상업용
41창선면5우회도로 입구경상남도 남해군 창선면 당저리 118-25.5×0.9탱탱걸이상업용
42창선면6지족삼거리경상남도 남해군 창선면 지족리 281-15.8×0.7자동상업용