Overview

Dataset statistics

Number of variables6
Number of observations51
Missing cells32
Missing cells (%)10.5%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory2.6 KiB
Average record size in memory51.6 B

Variable types

Text2
DateTime2
Categorical1
Numeric1

Dataset

Description경상남도 창녕군의 어린이 놀이시설 현황에 대한 데이터를 포함하고 있습니다.(시설명, 주소, 설치일자, 안전검사일, 보험가입여부, 면적)
Author경상남도 창녕군
URLhttps://www.data.go.kr/data/15025321/fileData.do

Alerts

보험가입여부 has constant value ""Constant
면적(제곱미터) has 32 (62.7%) missing valuesMissing
시설명 has unique valuesUnique

Reproduction

Analysis started2023-12-12 05:48:11.721900
Analysis finished2023-12-12 05:48:12.375144
Duration0.65 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

시설명
Text

UNIQUE 

Distinct51
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size540.0 B
2023-12-12T14:48:12.598852image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length24
Median length17
Mean length13.137255
Min length5

Characters and Unicode

Total characters670
Distinct characters141
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

Unique51 ?
Unique (%)100.0%

Sample

1st row현대맨션1차아파트 어린이놀이시설
2nd row솔터아파트 어린이놀이시설
3rd row남지어린이집 어린이놀이시설
4th row대합교회부설어린이집 어린이놀이시설
5th row여성회관어린이집 어린이놀이시설
ValueCountFrequency (%)
놀이터 10
 
8.5%
어린이놀이시설 8
 
6.8%
놀이시설 6
 
5.1%
신우희가로아파트 3
 
2.6%
창녕 3
 
2.6%
앞 3
 
2.6%
남지 3
 
2.6%
107동 2
 
1.7%
어린이집 2
 
1.7%
넥센타이어 2
 
1.7%
Other values (72) 75
64.1%
2023-12-12T14:48:13.149752image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
이 73
 
10.9%
66
 
9.9%
놀 36
 
5.4%
어 31
 
4.6%
린 30
 
4.5%
아 25
 
3.7%
파 22
 
3.3%
트 21
 
3.1%
설 20
 
3.0%
시 19
 
2.8%
Other values (131) 327
48.8%

Most occurring categories

ValueCountFrequency (%)
Other Letter 581
86.7%
Space Separator 66
 
9.9%
Decimal Number 20
 
3.0%
Close Punctuation 1
 
0.1%
Other Punctuation 1
 
0.1%
Open Punctuation 1
 
0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
이 73
 
12.6%
놀 36
 
6.2%
어 31
 
5.3%
린 30
 
5.2%
아 25
 
4.3%
파 22
 
3.8%
트 21
 
3.6%
설 20
 
3.4%
시 19
 
3.3%
터 18
 
3.1%
Other values (121) 286
49.2%
Decimal Number
ValueCountFrequency (%)
1 7
35.0%
0 4
20.0%
7 3
15.0%
2 3
15.0%
6 2
 
10.0%
5 1
 
5.0%
Space Separator
ValueCountFrequency (%)
66
100.0%
Close Punctuation
ValueCountFrequency (%)
) 1
100.0%
Other Punctuation
ValueCountFrequency (%)
, 1
100.0%
Open Punctuation
ValueCountFrequency (%)
( 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 581
86.7%
Common 89
 
13.3%

Most frequent character per script

Hangul
ValueCountFrequency (%)
이 73
 
12.6%
놀 36
 
6.2%
어 31
 
5.3%
린 30
 
5.2%
아 25
 
4.3%
파 22
 
3.8%
트 21
 
3.6%
설 20
 
3.4%
시 19
 
3.3%
터 18
 
3.1%
Other values (121) 286
49.2%
Common
ValueCountFrequency (%)
66
74.2%
1 7
 
7.9%
0 4
 
4.5%
7 3
 
3.4%
2 3
 
3.4%
6 2
 
2.2%
) 1
 
1.1%
, 1
 
1.1%
( 1
 
1.1%
5 1
 
1.1%

Most occurring blocks

ValueCountFrequency (%)
Hangul 581
86.7%
ASCII 89
 
13.3%

Most frequent character per block

Hangul
ValueCountFrequency (%)
이 73
 
12.6%
놀 36
 
6.2%
어 31
 
5.3%
린 30
 
5.2%
아 25
 
4.3%
파 22
 
3.8%
트 21
 
3.6%
설 20
 
3.4%
시 19
 
3.3%
터 18
 
3.1%
Other values (121) 286
49.2%
ASCII
ValueCountFrequency (%)
66
74.2%
1 7
 
7.9%
0 4
 
4.5%
7 3
 
3.4%
2 3
 
3.4%
6 2
 
2.2%
) 1
 
1.1%
, 1
 
1.1%
( 1
 
1.1%
5 1
 
1.1%

주소
Text

Distinct46
Distinct (%)90.2%
Missing0
Missing (%)0.0%
Memory size540.0 B
2023-12-12T14:48:13.466434image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length31
Median length26
Mean length21.529412
Min length16

Characters and Unicode

Total characters1098
Distinct characters76
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 (%)84.3%

Sample

1st row경상남도 창녕군 창녕읍 우포2로 1199, 현대맨션 가동
2nd row경상남도 창녕군 창녕읍 화왕산로 26-5
3rd row경상남도 창녕군 남지읍 동포7길 16
4th row경상남도 창녕군 대합면 십이리1길 41
5th row경상남도 창녕군 창녕읍 창녕대로 131
ValueCountFrequency (%)
창녕군 51
19.5%
경상남도 47
17.9%
창녕읍 23
 
8.8%
남지읍 15
 
5.7%
술정리 5
 
1.9%
영산면 5
 
1.9%
조산서재골로 4
 
1.5%
경남 4
 
1.5%
우포2로 4
 
1.5%
산 3
 
1.1%
Other values (82) 101
38.5%
2023-12-12T14:48:13.990821image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
211
19.2%
창 76
 
6.9%
녕 76
 
6.9%
남 74
 
6.7%
경 51
 
4.6%
군 51
 
4.6%
도 49
 
4.5%
상 47
 
4.3%
읍 38
 
3.5%
1 33
 
3.0%
Other values (66) 392
35.7%

Most occurring categories

ValueCountFrequency (%)
Other Letter 699
63.7%
Space Separator 211
 
19.2%
Decimal Number 165
 
15.0%
Dash Punctuation 21
 
1.9%
Other Punctuation 2
 
0.2%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
창 76
 
10.9%
녕 76
 
10.9%
남 74
 
10.6%
경 51
 
7.3%
군 51
 
7.3%
도 49
 
7.0%
상 47
 
6.7%
읍 38
 
5.4%
산 23
 
3.3%
로 22
 
3.1%
Other values (53) 192
27.5%
Decimal Number
ValueCountFrequency (%)
1 33
20.0%
2 26
15.8%
3 23
13.9%
9 19
11.5%
5 13
 
7.9%
6 12
 
7.3%
4 12
 
7.3%
0 10
 
6.1%
7 10
 
6.1%
8 7
 
4.2%
Space Separator
ValueCountFrequency (%)
211
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 21
100.0%
Other Punctuation
ValueCountFrequency (%)
, 2
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 699
63.7%
Common 399
36.3%

Most frequent character per script

Hangul
ValueCountFrequency (%)
창 76
 
10.9%
녕 76
 
10.9%
남 74
 
10.6%
경 51
 
7.3%
군 51
 
7.3%
도 49
 
7.0%
상 47
 
6.7%
읍 38
 
5.4%
산 23
 
3.3%
로 22
 
3.1%
Other values (53) 192
27.5%
Common
ValueCountFrequency (%)
211
52.9%
1 33
 
8.3%
2 26
 
6.5%
3 23
 
5.8%
- 21
 
5.3%
9 19
 
4.8%
5 13
 
3.3%
6 12
 
3.0%
4 12
 
3.0%
0 10
 
2.5%
Other values (3) 19
 
4.8%

Most occurring blocks

ValueCountFrequency (%)
Hangul 699
63.7%
ASCII 399
36.3%

Most frequent character per block

ASCII
ValueCountFrequency (%)
211
52.9%
1 33
 
8.3%
2 26
 
6.5%
3 23
 
5.8%
- 21
 
5.3%
9 19
 
4.8%
5 13
 
3.3%
6 12
 
3.0%
4 12
 
3.0%
0 10
 
2.5%
Other values (3) 19
 
4.8%
Hangul
ValueCountFrequency (%)
창 76
 
10.9%
녕 76
 
10.9%
남 74
 
10.6%
경 51
 
7.3%
군 51
 
7.3%
도 49
 
7.0%
상 47
 
6.7%
읍 38
 
5.4%
산 23
 
3.3%
로 22
 
3.1%
Other values (53) 192
27.5%

설치일자
Date

Distinct47
Distinct (%)92.2%
Missing0
Missing (%)0.0%
Memory size540.0 B
Minimum1992-12-24 00:00:00
Maximum2023-04-01 00:00:00
2023-12-12T14:48:14.178112image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T14:48:14.351638image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=47)

안전검사일
Date

Distinct40
Distinct (%)78.4%
Missing0
Missing (%)0.0%
Memory size540.0 B
Minimum2021-07-20 00:00:00
Maximum2023-07-05 00:00:00
2023-12-12T14:48:14.497859image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T14:48:14.673712image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=40)

보험가입여부
Categorical

CONSTANT 

Distinct1
Distinct (%)2.0%
Missing0
Missing (%)0.0%
Memory size540.0 B
가입
51 

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 51
100.0%

Length

2023-12-12T14:48:14.884056image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T14:48:14.994454image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
가입 51
100.0%

면적(제곱미터)
Real number (ℝ)

MISSING 

Distinct15
Distinct (%)78.9%
Missing32
Missing (%)62.7%
Infinite0
Infinite (%)0.0%
Mean436.94737
Minimum118
Maximum1996
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size591.0 B
2023-12-12T14:48:15.093467image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum118
5-th percentile118
Q1123.5
median216
Q3302.5
95-th percentile1703.5
Maximum1996
Range1878
Interquartile range (IQR)179

Descriptive statistics

Standard deviation582.94315
Coefficient of variation (CV)1.3341267
Kurtosis2.8745639
Mean436.94737
Median Absolute Deviation (MAD)96
Skewness2.0632505
Sum8302
Variance339822.72
MonotonicityNot monotonic
2023-12-12T14:48:15.235301image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=15)
ValueCountFrequency (%)
120 3
 
5.9%
118 2
 
3.9%
270 2
 
3.9%
216 1
 
2.0%
229 1
 
2.0%
150 1
 
2.0%
176 1
 
2.0%
222 1
 
2.0%
335 1
 
2.0%
1501 1
 
2.0%
Other values (5) 5
 
9.8%
(Missing) 32
62.7%
ValueCountFrequency (%)
118 2
3.9%
120 3
5.9%
127 1
 
2.0%
150 1
 
2.0%
170 1
 
2.0%
176 1
 
2.0%
216 1
 
2.0%
222 1
 
2.0%
229 1
 
2.0%
270 2
3.9%
ValueCountFrequency (%)
1996 1
2.0%
1671 1
2.0%
1501 1
2.0%
373 1
2.0%
335 1
2.0%
270 2
3.9%
229 1
2.0%
222 1
2.0%
216 1
2.0%
176 1
2.0%

Interactions

2023-12-12T14:48:12.058302image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-12T14:48:15.347690image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
시설명주소설치일자안전검사일면적(제곱미터)
시설명1.0001.0001.0001.0001.000
주소1.0001.0000.9970.9931.000
설치일자1.0000.9971.0000.9970.000
안전검사일1.0000.9930.9971.0000.000
면적(제곱미터)1.0001.0000.0000.0001.000

Missing values

2023-12-12T14:48:12.207273image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-12T14:48:12.325999image/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)
0현대맨션1차아파트 어린이놀이시설경상남도 창녕군 창녕읍 우포2로 1199, 현대맨션 가동1992-12-242022-09-26가입216
1솔터아파트 어린이놀이시설경상남도 창녕군 창녕읍 화왕산로 26-52000-08-072021-11-22가입229
2남지어린이집 어린이놀이시설경상남도 창녕군 남지읍 동포7길 162004-07-132023-05-02가입150
3대합교회부설어린이집 어린이놀이시설경상남도 창녕군 대합면 십이리1길 411996-11-222023-03-14가입120
4여성회관어린이집 어린이놀이시설경상남도 창녕군 창녕읍 창녕대로 1311996-03-062022-12-15가입176
5남지푸른마을아파트 어린이놀이시설경상남도 창녕군 남지읍 동포로 462005-03-162022-06-02가입118
6동보하이빌아파트 어린이놀이시설경상남도 창녕군 우포2로 11622003-11-242022-05-16가입222
7삼호아파트 어린이놀이시설경상남도 창녕군 도천면 영산도천로 542001-03-132023-07-05가입335
8남지 덕진7차 봄아파트 놀이터경상남도 창녕군 남지읍 남지중앙1길 102010-03-092022-06-02가입<NA>
9남지 덕진6차아파트 놀이터경상남도 창녕군 남지읍 남포길 232008-11-172023-01-02가입<NA>
시설명주소설치일자안전검사일보험가입여부면적(제곱미터)
41남지생태놀이터경남 창녕군 남지읍 남지리 970-32017-12-262022-02-17가입<NA>
42함박산농촌테마공원경상남도 창녕군 영산면 교리 3982018-04-022022-02-17가입270
43우포늪 생태체험장 자연놀이터경상남도 창녕군 대합면 우포2로 3702019-05-292023-04-21가입<NA>
44홍포어린이공원 물놀이장경상남도 창녕군 남지읍 마산리 1003-52019-07-012021-08-18가입<NA>
45아이행복키움터경상남도 창녕군 창녕읍 명덕로 22, 지하 1층2020-10-012022-10-19가입373
46창녕군 남산근린공원 유아숲체험원경상남도 창녕군 창녕읍 술정리 산 30-42021-09-102022-02-11가입<NA>
47남산공원 어린이놀이터1경상남도 창녕군 창녕읍 술정리 산 30-42021-09-242021-10-18가입<NA>
48남산공원 어린이놀이터2경상남도 창녕군 창녕읍 술정리 산 30-42021-09-242021-10-18가입<NA>
49세중어린이집경상남도 창녕군 창녕읍 화왕산로 149-52021-11-012021-12-08가입<NA>
50예술의전당 어린이집경상남도 창녕군 창녕읍 송현리 179-52023-04-012023-04-17가입<NA>