Overview

Dataset statistics

Number of variables9
Number of observations50
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory3.7 KiB
Average record size in memory76.6 B

Variable types

Numeric2
Categorical4
Text1
DateTime2

Dataset

Description전북특별자치도 작은목욕탕별 이용 현황(위치 및 운영정보, 유형)데이터에 순서를 부여하기 위해 매긴 일련번호, 지방 행정 구역인 "시"와 "군"으로 데이터를 분류함
Author전북특별자치도
URLhttps://www.data.go.kr/data/3081378/fileData.do

Alerts

추진상황_운영현황 has constant value ""Constant
연번 is highly overall correlated with 시 군High correlation
시 군 is highly overall correlated with 연번High correlation
연번 has unique valuesUnique
읍 면 has unique valuesUnique

Reproduction

Analysis started2024-03-14 12:54:50.537453
Analysis finished2024-03-14 12:54:52.216258
Duration1.68 second
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

연번
Real number (ℝ)

HIGH CORRELATION  UNIQUE 

Distinct50
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean25.5
Minimum1
Maximum50
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size578.0 B
2024-03-14T21:54:52.349721image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile3.45
Q113.25
median25.5
Q337.75
95-th percentile47.55
Maximum50
Range49
Interquartile range (IQR)24.5

Descriptive statistics

Standard deviation14.57738
Coefficient of variation (CV)0.57166195
Kurtosis-1.2
Mean25.5
Median Absolute Deviation (MAD)12.5
Skewness0
Sum1275
Variance212.5
MonotonicityStrictly increasing
2024-03-14T21:54:52.712908image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
1 1
 
2.0%
39 1
 
2.0%
29 1
 
2.0%
30 1
 
2.0%
31 1
 
2.0%
32 1
 
2.0%
33 1
 
2.0%
34 1
 
2.0%
35 1
 
2.0%
36 1
 
2.0%
Other values (40) 40
80.0%
ValueCountFrequency (%)
1 1
2.0%
2 1
2.0%
3 1
2.0%
4 1
2.0%
5 1
2.0%
6 1
2.0%
7 1
2.0%
8 1
2.0%
9 1
2.0%
10 1
2.0%
ValueCountFrequency (%)
50 1
2.0%
49 1
2.0%
48 1
2.0%
47 1
2.0%
46 1
2.0%
45 1
2.0%
44 1
2.0%
43 1
2.0%
42 1
2.0%
41 1
2.0%

시 군
Categorical

HIGH CORRELATION 

Distinct11
Distinct (%)22.0%
Missing0
Missing (%)0.0%
Memory size528.0 B
순창군
10 
고창군
10 
진안군
8 
무주군
5 
정읍시
4 
Other values (6)
13 

Length

Max length3
Median length3
Mean length3
Min length3

Unique

Unique1 ?
Unique (%)2.0%

Sample

1st row익산시
2nd row익산시
3rd row정읍시
4th row정읍시
5th row정읍시

Common Values

ValueCountFrequency (%)
순창군 10
20.0%
고창군 10
20.0%
진안군 8
16.0%
무주군 5
10.0%
정읍시 4
 
8.0%
임실군 3
 
6.0%
부안군 3
 
6.0%
익산시 2
 
4.0%
남원시 2
 
4.0%
장수군 2
 
4.0%

Length

2024-03-14T21:54:53.119511image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
순창군 10
20.0%
고창군 10
20.0%
진안군 8
16.0%
무주군 5
10.0%
정읍시 4
 
8.0%
임실군 3
 
6.0%
부안군 3
 
6.0%
익산시 2
 
4.0%
남원시 2
 
4.0%
장수군 2
 
4.0%

읍 면
Text

UNIQUE 

Distinct50
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size528.0 B
2024-03-14T21:54:54.049876image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length4
Median length3
Mean length3.02
Min length3

Characters and Unicode

Total characters151
Distinct characters64
Distinct categories1 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique50 ?
Unique (%)100.0%

Sample

1st row낭산면
2nd row용동면
3rd row입암면
4th row칠보면
5th row신태인읍
ValueCountFrequency (%)
낭산면 1
 
2.0%
동계면 1
 
2.0%
하서면 1
 
2.0%
복흥면 1
 
2.0%
쌍치면 1
 
2.0%
구림면 1
 
2.0%
금과면 1
 
2.0%
인계면 1
 
2.0%
유등면 1
 
2.0%
적성면 1
 
2.0%
Other values (40) 40
80.0%
2024-03-14T21:54:55.397474image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
면 47
31.1%
산 5
 
3.3%
성 4
 
2.6%
천 4
 
2.6%
동 3
 
2.0%
부 3
 
2.0%
계 3
 
2.0%
읍 3
 
2.0%
인 3
 
2.0%
하 3
 
2.0%
Other values (54) 73
48.3%

Most occurring categories

ValueCountFrequency (%)
Other Letter 151
100.0%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
면 47
31.1%
산 5
 
3.3%
성 4
 
2.6%
천 4
 
2.6%
동 3
 
2.0%
부 3
 
2.0%
계 3
 
2.0%
읍 3
 
2.0%
인 3
 
2.0%
하 3
 
2.0%
Other values (54) 73
48.3%

Most occurring scripts

ValueCountFrequency (%)
Hangul 151
100.0%

Most frequent character per script

Hangul
ValueCountFrequency (%)
면 47
31.1%
산 5
 
3.3%
성 4
 
2.6%
천 4
 
2.6%
동 3
 
2.0%
부 3
 
2.0%
계 3
 
2.0%
읍 3
 
2.0%
인 3
 
2.0%
하 3
 
2.0%
Other values (54) 73
48.3%

Most occurring blocks

ValueCountFrequency (%)
Hangul 151
100.0%

Most frequent character per block

Hangul
ValueCountFrequency (%)
면 47
31.1%
산 5
 
3.3%
성 4
 
2.6%
천 4
 
2.6%
동 3
 
2.0%
부 3
 
2.0%
계 3
 
2.0%
읍 3
 
2.0%
인 3
 
2.0%
하 3
 
2.0%
Other values (54) 73
48.3%

위 치
Categorical

Distinct14
Distinct (%)28.0%
Missing0
Missing (%)0.0%
Memory size528.0 B
면사무소
19 
복지회관
10 
주민자치센터
6 
보건지소
3 
읍면사무소
3 
Other values (9)
9 

Length

Max length6
Median length4
Mean length4.48
Min length4

Unique

Unique9 ?
Unique (%)18.0%

Sample

1st row면사무소
2nd row복지회관
3rd row면사무소
4th row복지회관
5th row노인복지관

Common Values

ValueCountFrequency (%)
면사무소 19
38.0%
복지회관 10
20.0%
주민자치센터 6
 
12.0%
보건지소 3
 
6.0%
읍면사무소 3
 
6.0%
노인복지관 1
 
2.0%
자원봉사센터 1
 
2.0%
이주단지 1
 
2.0%
강진시장내 1
 
2.0%
문화회관 1
 
2.0%
Other values (4) 4
 
8.0%

Length

2024-03-14T21:54:55.851069image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
면사무소 19
38.0%
복지회관 10
20.0%
주민자치센터 6
 
12.0%
보건지소 3
 
6.0%
읍면사무소 3
 
6.0%
노인복지관 1
 
2.0%
자원봉사센터 1
 
2.0%
이주단지 1
 
2.0%
강진시장내 1
 
2.0%
문화회관 1
 
2.0%
Other values (4) 4
 
8.0%

유 형
Categorical

Distinct2
Distinct (%)4.0%
Missing0
Missing (%)0.0%
Memory size528.0 B
신축
29 
리모델링
21 

Length

Max length4
Median length2
Mean length2.84
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row리모델링
2nd row리모델링
3rd row신축
4th row리모델링
5th row리모델링

Common Values

ValueCountFrequency (%)
신축 29
58.0%
리모델링 21
42.0%

Length

2024-03-14T21:54:56.301870image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-14T21:54:56.636951image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
신축 29
58.0%
리모델링 21
42.0%

시작 연도
Real number (ℝ)

Distinct6
Distinct (%)12.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2013.36
Minimum2011
Maximum2016
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size578.0 B
2024-03-14T21:54:56.924676image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum2011
5-th percentile2012
Q12013
median2013
Q32014
95-th percentile2014.55
Maximum2016
Range5
Interquartile range (IQR)1

Descriptive statistics

Standard deviation0.98478217
Coefficient of variation (CV)0.00048912374
Kurtosis0.88923218
Mean2013.36
Median Absolute Deviation (MAD)1
Skewness0.27480483
Sum100668
Variance0.96979592
MonotonicityNot monotonic
2024-03-14T21:54:57.285462image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=6)
ValueCountFrequency (%)
2014 20
40.0%
2013 18
36.0%
2012 8
 
16.0%
2016 2
 
4.0%
2011 1
 
2.0%
2015 1
 
2.0%
ValueCountFrequency (%)
2011 1
 
2.0%
2012 8
 
16.0%
2013 18
36.0%
2014 20
40.0%
2015 1
 
2.0%
2016 2
 
4.0%
ValueCountFrequency (%)
2016 2
 
4.0%
2015 1
 
2.0%
2014 20
40.0%
2013 18
36.0%
2012 8
 
16.0%
2011 1
 
2.0%

추진상황_운영현황
Categorical

CONSTANT 

Distinct1
Distinct (%)2.0%
Missing0
Missing (%)0.0%
Memory size528.0 B
운영중
50 

Length

Max length3
Median length3
Mean length3
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
운영중 50
100.0%

Length

2024-03-14T21:54:57.658543image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-14T21:54:57.954667image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
운영중 50
100.0%

추진상황_준공
Date

Distinct46
Distinct (%)92.0%
Missing0
Missing (%)0.0%
Memory size528.0 B
Minimum2012-10-17 00:00:00
Maximum2019-11-07 00:00:00
2024-03-14T21:54:58.279316image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-03-14T21:54:58.693515image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=46)

추진상황_개장
Date

Distinct48
Distinct (%)96.0%
Missing0
Missing (%)0.0%
Memory size528.0 B
Minimum2012-10-17 00:00:00
Maximum2019-11-07 00:00:00
2024-03-14T21:54:59.238976image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-03-14T21:54:59.612783image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=48)

Interactions

2024-03-14T21:54:51.547633image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-03-14T21:54:51.065707image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-03-14T21:54:51.687645image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-03-14T21:54:51.304705image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2024-03-14T21:54:59.871609image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
연번시 군읍 면위 치유 형시작 연도추진상황_준공추진상황_개장
연번1.0000.8761.0000.6000.3660.5520.9410.969
시 군0.8761.0001.0000.7520.3790.3770.9900.980
읍 면1.0001.0001.0001.0001.0001.0001.0001.000
위 치0.6000.7521.0001.0000.5210.7430.9580.890
유 형0.3660.3791.0000.5211.0000.1520.8960.691
시작 연도0.5520.3771.0000.7430.1521.0000.9971.000
추진상황_준공0.9410.9901.0000.9580.8960.9971.0000.997
추진상황_개장0.9690.9801.0000.8900.6911.0000.9971.000
2024-03-14T21:55:00.111019image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
유 형시 군위 치
유 형1.0000.3220.348
시 군0.3221.0000.393
위 치0.3480.3931.000
2024-03-14T21:55:00.262547image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
연번시작 연도시 군위 치유 형
연번1.0000.1140.6160.2660.250
시작 연도0.1141.0000.1950.3540.193
시 군0.6160.1951.0000.3930.322
위 치0.2660.3540.3931.0000.348
유 형0.2500.1930.3220.3481.000

Missing values

2024-03-14T21:54:51.885482image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2024-03-14T21:54:52.121888image/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

연번시 군읍 면위 치유 형시작 연도추진상황_운영현황추진상황_준공추진상황_개장
01익산시낭산면면사무소리모델링2012운영중2013-12-032013-12-26
12익산시용동면복지회관리모델링2014운영중2014-09-202014-10-25
23정읍시입암면면사무소신축2012운영중2014-06-252014-07-25
34정읍시칠보면복지회관리모델링2014운영중2016-11-112016-11-11
45정읍시신태인읍노인복지관리모델링2014운영중2015-09-012015-09-01
56정읍시태인면복지회관리모델링2011운영중2012-10-172012-10-17
67남원시운봉읍면사무소신축2012운영중2013-08-312013-10-07
78남원시산내면면사무소신축2014운영중2015-11-232015-11-23
89김제시청하면면사무소신축2012운영중2014-01-092014-03-31
910진안군용담면면사무소신축2014운영중2015-11-082015-12-30
연번시 군읍 면위 치유 형시작 연도추진상황_운영현황추진상황_준공추진상황_개장
4041고창군해리면복지회관리모델링2013운영중2013-07-242013-09-03
4142고창군공음면복지회관리모델링2013운영중2013-07-242013-09-02
4243고창군성내면주민자치센터신축2014운영중2015-02-132015-04-01
4344고창군부안면주민자치센터신축2014운영중2014-10-302014-11-18
4445고창군상하면주민자치센터신축2014운영중2015-06-292015-10-12
4546고창군심원면주민자치센터신축2014운영중2015-08-172015-10-29
4647고창군성송면주민자치센터신축2014운영중2015-06-022015-09-01
4748부안군위도면읍면사무소신축2013운영중2018-04-012018-04-01
4849부안군하서면읍면사무소리모델링2013운영중2013-12-162014-02-03
4950부안군계화면복지센터신축2014운영중2019-11-072019-11-07