Overview

Dataset statistics

Number of variables6
Number of observations29
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory1.5 KiB
Average record size in memory53.6 B

Variable types

Text2
DateTime2
Categorical1
Numeric1

Dataset

Description경상남도 남해군에 설치된 어린이 놀이시설 정보입니다. 시설명, 놀이시설 주소지, 설치일자, 안전점검일자, 보험가입여부, 면적 등의 정보를 포함하고 있습니다.
Author경상남도 남해군
URLhttps://bigdata.gyeongnam.go.kr/index.gn?menuCd=DOM_000000114002001000&publicdatapk=15039713

Alerts

면적(제곱미터) is highly overall correlated with 보험가입여부High correlation
보험가입여부 is highly overall correlated with 면적(제곱미터)High correlation
보험가입여부 is highly imbalanced (78.4%)Imbalance
시설명 has unique valuesUnique

Reproduction

Analysis started2023-12-10 22:46:51.300709
Analysis finished2023-12-10 22:46:51.775351
Duration0.47 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

시설명
Text

UNIQUE 

Distinct29
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size364.0 B
2023-12-11T07:46:51.943953image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length27
Median length15
Mean length10.862069
Min length5

Characters and Unicode

Total characters315
Distinct characters102
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

Unique29 ?
Unique (%)100.0%

Sample

1st row남해스포츠파크 놀이시설
2nd row원광어린이집
3rd row우정어린이집
4th row현대아파트
5th row신우보람아파트 어린이놀이시설
ValueCountFrequency (%)
놀이터 4
 
7.5%
남해평리아파트 3
 
5.7%
놀이시설 3
 
5.7%
남해스포츠파크 2
 
3.8%
남산공원 1
 
1.9%
놀이체험장 1
 
1.9%
하늘빛어린이집 1
 
1.9%
남해파크에비뉴 1
 
1.9%
2차 1
 
1.9%
아파트 1
 
1.9%
Other values (35) 35
66.0%
2023-12-11T07:46:52.473648image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
이 30
 
9.5%
24
 
7.6%
놀 17
 
5.4%
남 12
 
3.8%
린 12
 
3.8%
어 12
 
3.8%
파 12
 
3.8%
아 11
 
3.5%
트 9
 
2.9%
해 9
 
2.9%
Other values (92) 167
53.0%

Most occurring categories

ValueCountFrequency (%)
Other Letter 285
90.5%
Space Separator 24
 
7.6%
Decimal Number 4
 
1.3%
Open Punctuation 1
 
0.3%
Close Punctuation 1
 
0.3%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
이 30
 
10.5%
놀 17
 
6.0%
남 12
 
4.2%
린 12
 
4.2%
어 12
 
4.2%
파 12
 
4.2%
아 11
 
3.9%
트 9
 
3.2%
해 9
 
3.2%
집 9
 
3.2%
Other values (86) 152
53.3%
Decimal Number
ValueCountFrequency (%)
2 2
50.0%
3 1
25.0%
1 1
25.0%
Space Separator
ValueCountFrequency (%)
24
100.0%
Open Punctuation
ValueCountFrequency (%)
( 1
100.0%
Close Punctuation
ValueCountFrequency (%)
) 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 285
90.5%
Common 30
 
9.5%

Most frequent character per script

Hangul
ValueCountFrequency (%)
이 30
 
10.5%
놀 17
 
6.0%
남 12
 
4.2%
린 12
 
4.2%
어 12
 
4.2%
파 12
 
4.2%
아 11
 
3.9%
트 9
 
3.2%
해 9
 
3.2%
집 9
 
3.2%
Other values (86) 152
53.3%
Common
ValueCountFrequency (%)
24
80.0%
2 2
 
6.7%
3 1
 
3.3%
( 1
 
3.3%
) 1
 
3.3%
1 1
 
3.3%

Most occurring blocks

ValueCountFrequency (%)
Hangul 285
90.5%
ASCII 30
 
9.5%

Most frequent character per block

Hangul
ValueCountFrequency (%)
이 30
 
10.5%
놀 17
 
6.0%
남 12
 
4.2%
린 12
 
4.2%
어 12
 
4.2%
파 12
 
4.2%
아 11
 
3.9%
트 9
 
3.2%
해 9
 
3.2%
집 9
 
3.2%
Other values (86) 152
53.3%
ASCII
ValueCountFrequency (%)
24
80.0%
2 2
 
6.7%
3 1
 
3.3%
( 1
 
3.3%
) 1
 
3.3%
1 1
 
3.3%

주소
Text

Distinct25
Distinct (%)86.2%
Missing0
Missing (%)0.0%
Memory size364.0 B
2023-12-11T07:46:52.765284image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length35
Median length30
Mean length25.37931
Min length19

Characters and Unicode

Total characters736
Distinct characters76
Distinct categories6 ?
Distinct scripts2 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique22 ?
Unique (%)75.9%

Sample

1st row경상남도 남해군 서면 스포츠파크길 15
2nd row경상남도 남해군 남해읍 화전로95번길 33
3rd row경상남도 남해군 남해읍 화전로38번가길 9
4th row경상남도 남해군 남해읍 화전로 154 (현대아파트)
5th row경상남도 남해군 남해읍 오동로 12 (신우보람아파트)
ValueCountFrequency (%)
남해군 29
19.0%
경상남도 28
18.3%
남해읍 18
 
11.8%
20 4
 
2.6%
스포츠로 3
 
2.0%
평리휴먼시아아파트 3
 
2.0%
오동로 3
 
2.0%
15 2
 
1.3%
이동면 2
 
1.3%
21 2
 
1.3%
Other values (52) 59
38.6%
2023-12-11T07:46:53.141353image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
124
16.8%
남 81
 
11.0%
해 49
 
6.7%
경 29
 
3.9%
군 29
 
3.9%
도 28
 
3.8%
상 28
 
3.8%
1 25
 
3.4%
로 23
 
3.1%
읍 18
 
2.4%
Other values (66) 302
41.0%

Most occurring categories

ValueCountFrequency (%)
Other Letter 483
65.6%
Space Separator 124
 
16.8%
Decimal Number 103
 
14.0%
Close Punctuation 9
 
1.2%
Open Punctuation 9
 
1.2%
Dash Punctuation 8
 
1.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
남 81
16.8%
해 49
 
10.1%
경 29
 
6.0%
군 29
 
6.0%
도 28
 
5.8%
상 28
 
5.8%
로 23
 
4.8%
읍 18
 
3.7%
길 14
 
2.9%
아 14
 
2.9%
Other values (52) 170
35.2%
Decimal Number
ValueCountFrequency (%)
1 25
24.3%
4 13
12.6%
2 12
11.7%
3 10
 
9.7%
9 9
 
8.7%
5 9
 
8.7%
0 7
 
6.8%
7 7
 
6.8%
6 6
 
5.8%
8 5
 
4.9%
Space Separator
ValueCountFrequency (%)
124
100.0%
Close Punctuation
ValueCountFrequency (%)
) 9
100.0%
Open Punctuation
ValueCountFrequency (%)
( 9
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 8
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 483
65.6%
Common 253
34.4%

Most frequent character per script

Hangul
ValueCountFrequency (%)
남 81
16.8%
해 49
 
10.1%
경 29
 
6.0%
군 29
 
6.0%
도 28
 
5.8%
상 28
 
5.8%
로 23
 
4.8%
읍 18
 
3.7%
길 14
 
2.9%
아 14
 
2.9%
Other values (52) 170
35.2%
Common
ValueCountFrequency (%)
124
49.0%
1 25
 
9.9%
4 13
 
5.1%
2 12
 
4.7%
3 10
 
4.0%
9 9
 
3.6%
) 9
 
3.6%
5 9
 
3.6%
( 9
 
3.6%
- 8
 
3.2%
Other values (4) 25
 
9.9%

Most occurring blocks

ValueCountFrequency (%)
Hangul 483
65.6%
ASCII 253
34.4%

Most frequent character per block

ASCII
ValueCountFrequency (%)
124
49.0%
1 25
 
9.9%
4 13
 
5.1%
2 12
 
4.7%
3 10
 
4.0%
9 9
 
3.6%
) 9
 
3.6%
5 9
 
3.6%
( 9
 
3.6%
- 8
 
3.2%
Other values (4) 25
 
9.9%
Hangul
ValueCountFrequency (%)
남 81
16.8%
해 49
 
10.1%
경 29
 
6.0%
군 29
 
6.0%
도 28
 
5.8%
상 28
 
5.8%
로 23
 
4.8%
읍 18
 
3.7%
길 14
 
2.9%
아 14
 
2.9%
Other values (52) 170
35.2%

설치일자
Date

Distinct25
Distinct (%)86.2%
Missing0
Missing (%)0.0%
Memory size364.0 B
Minimum1992-01-01 00:00:00
Maximum2022-05-31 00:00:00
2023-12-11T07:46:53.255424image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-11T07:46:53.392732image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=25)

안전검사일
Date

Distinct26
Distinct (%)89.7%
Missing0
Missing (%)0.0%
Memory size364.0 B
Minimum2019-11-21 00:00:00
Maximum2023-03-06 00:00:00
2023-12-11T07:46:53.530155image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-11T07:46:53.677514image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=26)

보험가입여부
Categorical

HIGH CORRELATION  IMBALANCE 

Distinct2
Distinct (%)6.9%
Missing0
Missing (%)0.0%
Memory size364.0 B
가입
28 
미가입
 
1

Length

Max length3
Median length2
Mean length2.0344828
Min length2

Unique

Unique1 ?
Unique (%)3.4%

Sample

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

Common Values

ValueCountFrequency (%)
가입 28
96.6%
미가입 1
 
3.4%

Length

2023-12-11T07:46:53.798364image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T07:46:53.934180image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
가입 28
96.6%
미가입 1
 
3.4%

면적(제곱미터)
Real number (ℝ)

HIGH CORRELATION 

Distinct28
Distinct (%)96.6%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1360.1103
Minimum32
Maximum10140
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size393.0 B
2023-12-11T07:46:54.031319image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum32
5-th percentile70.72
Q1168
median272
Q31371
95-th percentile6808.4
Maximum10140
Range10108
Interquartile range (IQR)1203

Descriptive statistics

Standard deviation2441.7854
Coefficient of variation (CV)1.7952848
Kurtosis6.661451
Mean1360.1103
Median Absolute Deviation (MAD)155
Skewness2.6154722
Sum39443.2
Variance5962316
MonotonicityNot monotonic
2023-12-11T07:46:54.165691image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=28)
ValueCountFrequency (%)
250.0 2
 
6.9%
7900.0 1
 
3.4%
147.0 1
 
3.4%
10140.0 1
 
3.4%
227.0 1
 
3.4%
882.0 1
 
3.4%
320.0 1
 
3.4%
32.0 1
 
3.4%
2500.0 1
 
3.4%
187.0 1
 
3.4%
Other values (18) 18
62.1%
ValueCountFrequency (%)
32.0 1
3.4%
67.2 1
3.4%
76.0 1
3.4%
100.0 1
3.4%
117.0 1
3.4%
145.0 1
3.4%
147.0 1
3.4%
168.0 1
3.4%
187.0 1
3.4%
221.0 1
3.4%
ValueCountFrequency (%)
10140.0 1
3.4%
7900.0 1
3.4%
5171.0 1
3.4%
3497.0 1
3.4%
2500.0 1
3.4%
1925.0 1
3.4%
1502.0 1
3.4%
1371.0 1
3.4%
882.0 1
3.4%
794.0 1
3.4%

Interactions

2023-12-11T07:46:51.541308image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-11T07:46:54.249606image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
시설명주소설치일자안전검사일보험가입여부면적(제곱미터)
시설명1.0001.0001.0001.0001.0001.000
주소1.0001.0000.9940.9571.0000.726
설치일자1.0000.9941.0000.9891.0000.000
안전검사일1.0000.9570.9891.0001.0000.708
보험가입여부1.0001.0001.0001.0001.0001.000
면적(제곱미터)1.0000.7260.0000.7081.0001.000
2023-12-11T07:46:54.347599image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
면적(제곱미터)보험가입여부
면적(제곱미터)1.0000.903
보험가입여부0.9031.000

Missing values

2023-12-11T07:46:51.646828image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-11T07:46:51.737861image/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

시설명주소설치일자안전검사일보험가입여부면적(제곱미터)
0남해스포츠파크 놀이시설경상남도 남해군 서면 스포츠파크길 152002-01-012021-08-31가입7900.0
1원광어린이집경상남도 남해군 남해읍 화전로95번길 331993-01-012020-08-12가입250.0
2우정어린이집경상남도 남해군 남해읍 화전로38번가길 91998-01-012021-03-11가입272.0
3현대아파트경상남도 남해군 남해읍 화전로 154 (현대아파트)1997-01-012022-06-08가입284.0
4신우보람아파트 어린이놀이시설경상남도 남해군 남해읍 오동로 12 (신우보람아파트)2002-01-012021-10-05가입221.0
5남양아파트경상남도 남해군 남해읍 망운로 77 (남양아파트)1992-01-012021-01-15가입262.0
6연꽃어린이집 놀이터경상남도 남해군 남해읍 망운로10번길 45-101998-01-012021-03-11가입3497.0
7(보물섬아이나라)남산생활공원 어린이놀이마당 놀이터경상남도 남해군 남해읍 망운로21번가길 24-12009-11-122020-12-24가입5171.0
8남해어린이집 놀이터경상남도 남해군 남해읍 화전로43번길 11-152007-03-012021-03-11가입168.0
9남해평리아파트 놀이터1경상남도 남해군 남해읍 스포츠로 20 (평리휴먼시아아파트)2009-12-032019-11-21가입117.0
시설명주소설치일자안전검사일보험가입여부면적(제곱미터)
19지족3리 어린이놀이터경상남도 남해군 삼동면 동부대로1876번가길 34 (대아아파트)2015-06-012021-05-28가입145.0
20남산공원 놀이체험장경상남도 남해군 남해읍 망운로9번길 42-532015-11-042021-11-15가입305.0
21하늘빛어린이집경상남도 남해군 삼동면 동부대로1809번길 212015-11-102021-11-03가입794.0
22남해파크에비뉴 2차 아파트경상남도 남해군 남해읍 망운로61번길 172017-01-162021-02-23가입187.0
23봉황산 나래숲공원 놀이터경남 남해군 남해읍 아산리 248-42017-02-272023-03-06가입2500.0
24센트럴오션힐 놀이시설경상남도 남해군 남해읍 아산리9632019-03-202021-07-20가입32.0
25동창선 다누리 플랫폼 조성사업 물놀이장경상남도 남해군 창선면 오용리473-1 동창선초등학교(폐교)2020-03-052022-03-21가입320.0
26남해힐링국민여가캠핑장경상남도 남해군 이동면 화계리79-52020-11-062020-12-03가입882.0
27현대어린이집경상남도 남해군 남해읍 오동로 112021-09-102021-10-08가입227.0
28남해군 유아숲 체험원경상남도 남해군 이동면 남해대로 2449 유아숲 체험원2022-05-312022-06-21미가입10140.0