Overview

Dataset statistics

Number of variables6
Number of observations27
Missing cells15
Missing cells (%)9.3%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory1.4 KiB
Average record size in memory53.9 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

보험가입여부 has constant value ""Constant
면적(㎡) has 15 (55.6%) missing valuesMissing
시설명 has unique valuesUnique

Reproduction

Analysis started2023-12-10 22:46:55.689005
Analysis finished2023-12-10 22:46:56.225871
Duration0.54 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

시설명
Text

UNIQUE 

Distinct27
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size348.0 B
2023-12-11T07:46:56.371374image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length27
Median length14
Mean length10.62963
Min length5

Characters and Unicode

Total characters287
Distinct characters89
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

Unique27 ?
Unique (%)100.0%

Sample

1st row남해스포츠파크 놀이시설
2nd row원광어린이집
3rd row우정어린이집
4th row효성아파트 어린이놀이시설
5th row현대아파트
ValueCountFrequency (%)
놀이터 4
 
8.7%
놀이시설 3
 
6.5%
남해평리아파트 3
 
6.5%
남해스포츠파크 2
 
4.3%
어린이놀이시설 2
 
4.3%
미조소공원놀이시설 1
 
2.2%
미조면종합사회복지회관 1
 
2.2%
실내놀이시설 1
 
2.2%
지족3리 1
 
2.2%
어린이놀이터 1
 
2.2%
Other values (27) 27
58.7%
2023-12-11T07:46:56.756337image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
이 31
 
10.8%
19
 
6.6%
놀 17
 
5.9%
린 14
 
4.9%
파 13
 
4.5%
어 13
 
4.5%
아 11
 
3.8%
남 10
 
3.5%
트 10
 
3.5%
집 9
 
3.1%
Other values (79) 140
48.8%

Most occurring categories

ValueCountFrequency (%)
Other Letter 262
91.3%
Space Separator 19
 
6.6%
Decimal Number 4
 
1.4%
Open Punctuation 1
 
0.3%
Close Punctuation 1
 
0.3%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
이 31
 
11.8%
놀 17
 
6.5%
린 14
 
5.3%
파 13
 
5.0%
어 13
 
5.0%
아 11
 
4.2%
남 10
 
3.8%
트 10
 
3.8%
집 9
 
3.4%
터 8
 
3.1%
Other values (73) 126
48.1%
Decimal Number
ValueCountFrequency (%)
2 2
50.0%
3 1
25.0%
1 1
25.0%
Space Separator
ValueCountFrequency (%)
19
100.0%
Open Punctuation
ValueCountFrequency (%)
( 1
100.0%
Close Punctuation
ValueCountFrequency (%)
) 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 262
91.3%
Common 25
 
8.7%

Most frequent character per script

Hangul
ValueCountFrequency (%)
이 31
 
11.8%
놀 17
 
6.5%
린 14
 
5.3%
파 13
 
5.0%
어 13
 
5.0%
아 11
 
4.2%
남 10
 
3.8%
트 10
 
3.8%
집 9
 
3.4%
터 8
 
3.1%
Other values (73) 126
48.1%
Common
ValueCountFrequency (%)
19
76.0%
2 2
 
8.0%
( 1
 
4.0%
3 1
 
4.0%
) 1
 
4.0%
1 1
 
4.0%

Most occurring blocks

ValueCountFrequency (%)
Hangul 262
91.3%
ASCII 25
 
8.7%

Most frequent character per block

Hangul
ValueCountFrequency (%)
이 31
 
11.8%
놀 17
 
6.5%
린 14
 
5.3%
파 13
 
5.0%
어 13
 
5.0%
아 11
 
4.2%
남 10
 
3.8%
트 10
 
3.8%
집 9
 
3.4%
터 8
 
3.1%
Other values (73) 126
48.1%
ASCII
ValueCountFrequency (%)
19
76.0%
2 2
 
8.0%
( 1
 
4.0%
3 1
 
4.0%
) 1
 
4.0%
1 1
 
4.0%

주소
Text

Distinct23
Distinct (%)85.2%
Missing0
Missing (%)0.0%
Memory size348.0 B
2023-12-11T07:46:57.008963image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length35
Median length29
Mean length25.296296
Min length19

Characters and Unicode

Total characters683
Distinct characters65
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

Unique20 ?
Unique (%)74.1%

Sample

1st row경상남도 남해군 서면 스포츠파크길 15
2nd row경상남도 남해군 남해읍 화전로95번길 33
3rd row경상남도 남해군 남해읍 화전로38번가길 9
4th row경상남도 남해군 남해읍 망운로 72 (효성아파트)
5th row경상남도 남해군 남해읍 화전로 154 (현대아파트)
ValueCountFrequency (%)
경상남도 27
18.8%
남해군 27
18.8%
남해읍 19
 
13.2%
20 4
 
2.8%
스포츠로 3
 
2.1%
평리휴먼시아아파트 3
 
2.1%
망운로 3
 
2.1%
오동로 2
 
1.4%
아산리 2
 
1.4%
삼동면 2
 
1.4%
Other values (45) 52
36.1%
2023-12-11T07:46:57.374562image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
117
17.1%
남 77
 
11.3%
해 47
 
6.9%
경 27
 
4.0%
도 27
 
4.0%
군 27
 
4.0%
상 27
 
4.0%
로 23
 
3.4%
1 22
 
3.2%
읍 19
 
2.8%
Other values (55) 270
39.5%

Most occurring categories

ValueCountFrequency (%)
Other Letter 448
65.6%
Space Separator 117
 
17.1%
Decimal Number 94
 
13.8%
Open Punctuation 9
 
1.3%
Close Punctuation 9
 
1.3%
Dash Punctuation 6
 
0.9%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
남 77
17.2%
해 47
 
10.5%
경 27
 
6.0%
도 27
 
6.0%
군 27
 
6.0%
상 27
 
6.0%
로 23
 
5.1%
읍 19
 
4.2%
길 14
 
3.1%
아 14
 
3.1%
Other values (41) 146
32.6%
Decimal Number
ValueCountFrequency (%)
1 22
23.4%
2 12
12.8%
4 10
10.6%
3 10
10.6%
5 9
9.6%
9 7
 
7.4%
0 7
 
7.4%
7 6
 
6.4%
6 6
 
6.4%
8 5
 
5.3%
Space Separator
ValueCountFrequency (%)
117
100.0%
Open Punctuation
ValueCountFrequency (%)
( 9
100.0%
Close Punctuation
ValueCountFrequency (%)
) 9
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 6
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 448
65.6%
Common 235
34.4%

Most frequent character per script

Hangul
ValueCountFrequency (%)
남 77
17.2%
해 47
 
10.5%
경 27
 
6.0%
도 27
 
6.0%
군 27
 
6.0%
상 27
 
6.0%
로 23
 
5.1%
읍 19
 
4.2%
길 14
 
3.1%
아 14
 
3.1%
Other values (41) 146
32.6%
Common
ValueCountFrequency (%)
117
49.8%
1 22
 
9.4%
2 12
 
5.1%
4 10
 
4.3%
3 10
 
4.3%
( 9
 
3.8%
5 9
 
3.8%
) 9
 
3.8%
9 7
 
3.0%
0 7
 
3.0%
Other values (4) 23
 
9.8%

Most occurring blocks

ValueCountFrequency (%)
Hangul 448
65.6%
ASCII 235
34.4%

Most frequent character per block

ASCII
ValueCountFrequency (%)
117
49.8%
1 22
 
9.4%
2 12
 
5.1%
4 10
 
4.3%
3 10
 
4.3%
( 9
 
3.8%
5 9
 
3.8%
) 9
 
3.8%
9 7
 
3.0%
0 7
 
3.0%
Other values (4) 23
 
9.8%
Hangul
ValueCountFrequency (%)
남 77
17.2%
해 47
 
10.5%
경 27
 
6.0%
도 27
 
6.0%
군 27
 
6.0%
상 27
 
6.0%
로 23
 
5.1%
읍 19
 
4.2%
길 14
 
3.1%
아 14
 
3.1%
Other values (41) 146
32.6%

설치일자
Date

Distinct23
Distinct (%)85.2%
Missing0
Missing (%)0.0%
Memory size348.0 B
Minimum1992-01-01 00:00:00
Maximum2019-03-20 00:00:00
2023-12-11T07:46:57.490457image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-11T07:46:57.616336image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=23)

안전검사일
Date

Distinct22
Distinct (%)81.5%
Missing0
Missing (%)0.0%
Memory size348.0 B
Minimum2017-10-25 00:00:00
Maximum2019-09-09 00:00:00
2023-12-11T07:46:57.710704image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-11T07:46:57.823292image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=22)

보험가입여부
Categorical

CONSTANT 

Distinct1
Distinct (%)3.7%
Missing0
Missing (%)0.0%
Memory size348.0 B
가입
27 

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
가입 27
100.0%

Length

2023-12-11T07:46:57.995178image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T07:46:58.088158image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
가입 27
100.0%

면적(㎡)
Real number (ℝ)

MISSING 

Distinct10
Distinct (%)83.3%
Missing15
Missing (%)55.6%
Infinite0
Infinite (%)0.0%
Mean1250.8333
Minimum32
Maximum7900
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size375.0 B
2023-12-11T07:46:58.184730image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum32
5-th percentile69.4
Q1151
median250
Q3275
95-th percentile6399.05
Maximum7900
Range7868
Interquartile range (IQR)124

Descriptive statistics

Standard deviation2537.3681
Coefficient of variation (CV)2.0285421
Kurtosis4.3443651
Mean1250.8333
Median Absolute Deviation (MAD)58
Skewness2.2850259
Sum15010
Variance6438236.9
MonotonicityNot monotonic
2023-12-11T07:46:58.302243image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%)
250 2
 
7.4%
100 2
 
7.4%
7900 1
 
3.7%
272 1
 
3.7%
284 1
 
3.7%
221 1
 
3.7%
262 1
 
3.7%
5171 1
 
3.7%
168 1
 
3.7%
32 1
 
3.7%
(Missing) 15
55.6%
ValueCountFrequency (%)
32 1
3.7%
100 2
7.4%
168 1
3.7%
221 1
3.7%
250 2
7.4%
262 1
3.7%
272 1
3.7%
284 1
3.7%
5171 1
3.7%
7900 1
3.7%
ValueCountFrequency (%)
7900 1
3.7%
5171 1
3.7%
284 1
3.7%
272 1
3.7%
262 1
3.7%
250 2
7.4%
221 1
3.7%
168 1
3.7%
100 2
7.4%
32 1
3.7%

Interactions

2023-12-11T07:46:55.948690image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-11T07:46:58.412840image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
시설명주소설치일자안전검사일면적(㎡)
시설명1.0001.0001.0001.0001.000
주소1.0001.0000.9930.9651.000
설치일자1.0000.9931.0000.9890.000
안전검사일1.0000.9650.9891.0001.000
면적(㎡)1.0001.0000.0001.0001.000

Missing values

2023-12-11T07:46:56.077308image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-11T07:46:56.185604image/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(㎡)
0남해스포츠파크 놀이시설경상남도 남해군 서면 스포츠파크길 152002-01-012019-09-09가입7900
1원광어린이집경상남도 남해군 남해읍 화전로95번길 331993-01-012018-08-17가입250
2우정어린이집경상남도 남해군 남해읍 화전로38번가길 91998-01-012019-03-06가입272
3효성아파트 어린이놀이시설경상남도 남해군 남해읍 망운로 72 (효성아파트)2000-01-012018-07-05가입100
4현대아파트경상남도 남해군 남해읍 화전로 154 (현대아파트)1997-01-012018-06-05가입284
5신우보람아파트 어린이놀이시설경상남도 남해군 남해읍 오동로 12 (신우보람아파트)2002-01-012018-05-14가입221
6남양아파트경상남도 남해군 남해읍 망운로 77 (남양아파트)1992-01-012019-01-02가입262
7열린선교어린이집경상남도 남해군 남해읍 망운로 352009-06-182019-07-22가입<NA>
8연꽃어린이집 놀이터경상남도 남해군 남해읍 망운로10번길 45-101998-01-012019-03-06가입<NA>
9(보물섬아이나라)남산생활공원 어린이놀이마당 놀이터경상남도 남해군 남해읍 망운로21번가길 24-12009-11-122017-10-25가입5171
시설명주소설치일자안전검사일보험가입여부면적(㎡)
17남해스포츠파크경상남도 남해군 서면 스포츠파크길 152013-08-272018-05-21가입<NA>
18파크에비뉴아파트 놀이시설경상남도 남해군 남해읍 화전로96번길 21 (남해파크에비뉴)2014-01-042018-01-09가입<NA>
19미조소공원놀이시설경상남도 남해군 미조면 미송로 612012-10-262019-01-30가입<NA>
20미조면종합사회복지회관 실내놀이시설경상남도 남해군 미조면 미송로 612015-04-142019-04-26가입<NA>
21지족3리 어린이놀이터경상남도 남해군 삼동면 동부대로1876번가길 34 (대아아파트)2015-06-012019-06-05가입<NA>
22남산공원 놀이체험장경상남도 남해군 남해읍 망운로9번길 42-532015-11-042017-12-01가입<NA>
23하늘빛어린이집경상남도 남해군 삼동면 동부대로1809번길 212015-11-102017-11-15가입<NA>
24남해파크에비뉴 2차 아파트경상남도 남해군 남해읍 망운로61번길 172017-01-162019-01-21가입<NA>
25봉황산 나래숲공원 놀이터경상남도 남해군 남해읍 아산리 248-42017-02-272019-03-26가입<NA>
26센트럴오션힐 놀이시설경상남도 남해군 남해읍 아산리 9632019-03-202019-04-08가입32