Overview

Dataset statistics

Number of variables6
Number of observations52
Missing cells28
Missing cells (%)9.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory2.6 KiB
Average record size in memory51.5 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://bigdata.gyeongnam.go.kr/index.gn?menuCd=DOM_000000114002001000&publicdatapk=15025321

Alerts

보험가입여부 has constant value ""Constant
면적(제곱미터) has 28 (53.8%) missing valuesMissing
시설명 has unique valuesUnique

Reproduction

Analysis started2023-12-10 23:24:36.548189
Analysis finished2023-12-10 23:24:37.092775
Duration0.54 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

시설명
Text

UNIQUE 

Distinct52
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size548.0 B
2023-12-11T08:24:37.260058image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length24
Median length17.5
Mean length13.134615
Min length4

Characters and Unicode

Total characters683
Distinct characters151
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

Unique52 ?
Unique (%)100.0%

Sample

1st row현대맨션1차아파트 어린이놀이시설
2nd row솔터아파트 어린이놀이시설
3rd row남지어린이집 어린이놀이시설
4th row대합교회부설어린이집 어린이놀이시설
5th row여성회관어린이집 어린이놀이시설
ValueCountFrequency (%)
놀이터 10
 
8.3%
어린이놀이시설 9
 
7.5%
놀이시설 7
 
5.8%
내 4
 
3.3%
창녕 3
 
2.5%
남지 3
 
2.5%
신우희가로아파트 3
 
2.5%
앞 3
 
2.5%
어린이놀이터 2
 
1.7%
넥센타이어 2
 
1.7%
Other values (72) 74
61.7%
2023-12-11T08:24:37.603095image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
이 75
 
11.0%
68
 
10.0%
놀 38
 
5.6%
어 31
 
4.5%
린 29
 
4.2%
아 26
 
3.8%
파 23
 
3.4%
트 23
 
3.4%
설 22
 
3.2%
시 21
 
3.1%
Other values (141) 327
47.9%

Most occurring categories

ValueCountFrequency (%)
Other Letter 594
87.0%
Space Separator 68
 
10.0%
Decimal Number 18
 
2.6%
Open Punctuation 1
 
0.1%
Close Punctuation 1
 
0.1%
Other Punctuation 1
 
0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
이 75
 
12.6%
놀 38
 
6.4%
어 31
 
5.2%
린 29
 
4.9%
아 26
 
4.4%
파 23
 
3.9%
트 23
 
3.9%
설 22
 
3.7%
시 21
 
3.5%
터 18
 
3.0%
Other values (131) 288
48.5%
Decimal Number
ValueCountFrequency (%)
1 6
33.3%
0 4
22.2%
7 3
16.7%
2 2
 
11.1%
6 2
 
11.1%
5 1
 
5.6%
Space Separator
ValueCountFrequency (%)
68
100.0%
Open Punctuation
ValueCountFrequency (%)
( 1
100.0%
Close Punctuation
ValueCountFrequency (%)
) 1
100.0%
Other Punctuation
ValueCountFrequency (%)
, 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 594
87.0%
Common 89
 
13.0%

Most frequent character per script

Hangul
ValueCountFrequency (%)
이 75
 
12.6%
놀 38
 
6.4%
어 31
 
5.2%
린 29
 
4.9%
아 26
 
4.4%
파 23
 
3.9%
트 23
 
3.9%
설 22
 
3.7%
시 21
 
3.5%
터 18
 
3.0%
Other values (131) 288
48.5%
Common
ValueCountFrequency (%)
68
76.4%
1 6
 
6.7%
0 4
 
4.5%
7 3
 
3.4%
2 2
 
2.2%
6 2
 
2.2%
( 1
 
1.1%
) 1
 
1.1%
5 1
 
1.1%
, 1
 
1.1%

Most occurring blocks

ValueCountFrequency (%)
Hangul 594
87.0%
ASCII 89
 
13.0%

Most frequent character per block

Hangul
ValueCountFrequency (%)
이 75
 
12.6%
놀 38
 
6.4%
어 31
 
5.2%
린 29
 
4.9%
아 26
 
4.4%
파 23
 
3.9%
트 23
 
3.9%
설 22
 
3.7%
시 21
 
3.5%
터 18
 
3.0%
Other values (131) 288
48.5%
ASCII
ValueCountFrequency (%)
68
76.4%
1 6
 
6.7%
0 4
 
4.5%
7 3
 
3.4%
2 2
 
2.2%
6 2
 
2.2%
( 1
 
1.1%
) 1
 
1.1%
5 1
 
1.1%
, 1
 
1.1%

주소
Text

Distinct49
Distinct (%)94.2%
Missing0
Missing (%)0.0%
Memory size548.0 B
2023-12-11T08:24:37.830065image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length40
Median length28.5
Mean length24.076923
Min length18

Characters and Unicode

Total characters1252
Distinct characters112
Distinct categories7 ?
Distinct scripts2 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique47 ?
Unique (%)90.4%

Sample

1st row경상남도 창녕군 창녕읍 우포2로 1199 (현대맨션)
2nd row경상남도 창녕군 창녕읍 화왕산로 26-5 (솔터아파트)
3rd row경상남도 창녕군 남지읍 동포7길 16
4th row경상남도 창녕군 대합면 십이리1길 41
5th row경상남도 창녕군 창녕읍 창녕대로 131
ValueCountFrequency (%)
경상남도 52
19.6%
창녕군 52
19.6%
창녕읍 20
 
7.5%
남지읍 16
 
6.0%
우포2로 5
 
1.9%
영산면 5
 
1.9%
조산서재골로 4
 
1.5%
부곡면 3
 
1.1%
69-3 3
 
1.1%
희가로 3
 
1.1%
Other values (90) 102
38.5%
2023-12-11T08:24:38.372721image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
213
17.0%
남 79
 
6.3%
창 75
 
6.0%
녕 75
 
6.0%
도 54
 
4.3%
상 53
 
4.2%
경 52
 
4.2%
군 52
 
4.2%
1 42
 
3.4%
읍 36
 
2.9%
Other values (102) 521
41.6%

Most occurring categories

ValueCountFrequency (%)
Other Letter 813
64.9%
Space Separator 213
 
17.0%
Decimal Number 176
 
14.1%
Dash Punctuation 18
 
1.4%
Open Punctuation 14
 
1.1%
Close Punctuation 14
 
1.1%
Other Punctuation 4
 
0.3%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
남 79
 
9.7%
창 75
 
9.2%
녕 75
 
9.2%
도 54
 
6.6%
상 53
 
6.5%
경 52
 
6.4%
군 52
 
6.4%
읍 36
 
4.4%
지 28
 
3.4%
로 27
 
3.3%
Other values (87) 282
34.7%
Decimal Number
ValueCountFrequency (%)
1 42
23.9%
2 29
16.5%
3 23
13.1%
9 18
10.2%
6 14
 
8.0%
5 14
 
8.0%
7 13
 
7.4%
8 8
 
4.5%
4 8
 
4.5%
0 7
 
4.0%
Space Separator
ValueCountFrequency (%)
213
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 18
100.0%
Open Punctuation
ValueCountFrequency (%)
( 14
100.0%
Close Punctuation
ValueCountFrequency (%)
) 14
100.0%
Other Punctuation
ValueCountFrequency (%)
, 4
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 813
64.9%
Common 439
35.1%

Most frequent character per script

Hangul
ValueCountFrequency (%)
남 79
 
9.7%
창 75
 
9.2%
녕 75
 
9.2%
도 54
 
6.6%
상 53
 
6.5%
경 52
 
6.4%
군 52
 
6.4%
읍 36
 
4.4%
지 28
 
3.4%
로 27
 
3.3%
Other values (87) 282
34.7%
Common
ValueCountFrequency (%)
213
48.5%
1 42
 
9.6%
2 29
 
6.6%
3 23
 
5.2%
9 18
 
4.1%
- 18
 
4.1%
( 14
 
3.2%
6 14
 
3.2%
5 14
 
3.2%
) 14
 
3.2%
Other values (5) 40
 
9.1%

Most occurring blocks

ValueCountFrequency (%)
Hangul 813
64.9%
ASCII 439
35.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
213
48.5%
1 42
 
9.6%
2 29
 
6.6%
3 23
 
5.2%
9 18
 
4.1%
- 18
 
4.1%
( 14
 
3.2%
6 14
 
3.2%
5 14
 
3.2%
) 14
 
3.2%
Other values (5) 40
 
9.1%
Hangul
ValueCountFrequency (%)
남 79
 
9.7%
창 75
 
9.2%
녕 75
 
9.2%
도 54
 
6.6%
상 53
 
6.5%
경 52
 
6.4%
군 52
 
6.4%
읍 36
 
4.4%
지 28
 
3.4%
로 27
 
3.3%
Other values (87) 282
34.7%

설치일자
Date

Distinct49
Distinct (%)94.2%
Missing0
Missing (%)0.0%
Memory size548.0 B
Minimum1992-12-24 00:00:00
Maximum2020-10-01 00:00:00
2023-12-11T08:24:38.489557image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-11T08:24:38.591668image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=49)

안전검사일
Date

Distinct42
Distinct (%)80.8%
Missing0
Missing (%)0.0%
Memory size548.0 B
Minimum2019-09-09 00:00:00
Maximum2021-08-30 00:00:00
2023-12-11T08:24:38.684409image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-11T08:24:38.786045image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=42)

보험가입여부
Categorical

CONSTANT 

Distinct1
Distinct (%)1.9%
Missing0
Missing (%)0.0%
Memory size548.0 B
가입
52 

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 52
100.0%

Length

2023-12-11T08:24:38.890907image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T08:24:38.963982image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
가입 52
100.0%

면적(제곱미터)
Real number (ℝ)

MISSING 

Distinct20
Distinct (%)83.3%
Missing28
Missing (%)53.8%
Infinite0
Infinite (%)0.0%
Mean366.60417
Minimum16.5
Maximum1996
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size600.0 B
2023-12-11T08:24:39.039656image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum16.5
5-th percentile28.6
Q1119.5
median173
Q3278.5
95-th percentile1645.5
Maximum1996
Range1979.5
Interquartile range (IQR)159

Descriptive statistics

Standard deviation536.69267
Coefficient of variation (CV)1.4639568
Kurtosis4.5085504
Mean366.60417
Median Absolute Deviation (MAD)63.5
Skewness2.3767722
Sum8798.5
Variance288039.02
MonotonicityNot monotonic
2023-12-11T08:24:39.178351image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=20)
ValueCountFrequency (%)
120.0 3
 
5.8%
118.0 2
 
3.8%
270.0 2
 
3.8%
1671.0 1
 
1.9%
373.0 1
 
1.9%
16.5 1
 
1.9%
25.0 1
 
1.9%
102.0 1
 
1.9%
49.0 1
 
1.9%
127.0 1
 
1.9%
Other values (10) 10
 
19.2%
(Missing) 28
53.8%
ValueCountFrequency (%)
16.5 1
 
1.9%
25.0 1
 
1.9%
49.0 1
 
1.9%
102.0 1
 
1.9%
118.0 2
3.8%
120.0 3
5.8%
127.0 1
 
1.9%
150.0 1
 
1.9%
170.0 1
 
1.9%
176.0 1
 
1.9%
ValueCountFrequency (%)
1996.0 1
1.9%
1671.0 1
1.9%
1501.0 1
1.9%
373.0 1
1.9%
335.0 1
1.9%
304.0 1
1.9%
270.0 2
3.8%
229.0 1
1.9%
222.0 1
1.9%
216.0 1
1.9%

Interactions

2023-12-11T08:24:36.861744image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-11T08:24:39.275921image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
시설명주소설치일자안전검사일면적(제곱미터)
시설명1.0001.0001.0001.0001.000
주소1.0001.0000.9991.0001.000
설치일자1.0000.9991.0000.9980.000
안전검사일1.0001.0000.9981.0000.000
면적(제곱미터)1.0001.0000.0000.0001.000

Missing values

2023-12-11T08:24:36.964143image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-11T08:24:37.052056image/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)1992-12-242020-09-25가입216.0
1솔터아파트 어린이놀이시설경상남도 창녕군 창녕읍 화왕산로 26-5 (솔터아파트)2000-08-072019-11-29가입229.0
2남지어린이집 어린이놀이시설경상남도 창녕군 남지읍 동포7길 162004-07-132021-04-27가입150.0
3대합교회부설어린이집 어린이놀이시설경상남도 창녕군 대합면 십이리1길 411996-11-222021-03-23가입120.0
4여성회관어린이집 어린이놀이시설경상남도 창녕군 창녕읍 창녕대로 1311996-03-062021-04-27가입176.0
5예술의전당어린이집 어린이놀이시설경상남도 창녕군 고암면 상대2길 162007-12-102021-05-20가입304.0
6남지푸른마을아파트 어린이놀이시설경상남도 창녕군 남지읍 동포로 46 (푸른마을아파트)2005-03-162020-06-09가입118.0
7동보하이빌아파트 어린이놀이시설경상남도 창녕군 우포2로 1162(대지면, 동보하이빌)2003-11-242020-05-29가입222.0
8삼호아파트 어린이놀이시설경상남도 창녕군 도천면 영산도천로 542001-03-132021-06-24가입335.0
9남지 덕진7차 봄아파트 놀이터경상남도 창녕군 남지읍 남지중앙1길 102010-03-092020-06-09가입<NA>
시설명주소설치일자안전검사일보험가입여부면적(제곱미터)
42남지문화의 집 남지어린이놀이터경상남도 창녕군 남지읍 남지강변길 130남지문화의집2017-02-172021-03-05가입<NA>
43화왕산 자연휴양림경상남도 창녕군 고암면 청간길 128-1262017-08-072021-08-30가입<NA>
44남지생태놀이터경상남도 창녕군 남지읍 남지리970-32017-12-262020-03-09가입<NA>
45사우곰탕 내 실내놀이터경상남도 창녕군 대지면 우포2로 11381층 사우곰탕2017-12-202020-04-10가입25.0
46함박산농촌테마공원경상남도 창녕군 영산면 교리3982018-04-022020-03-09가입270.0
47우포늪 생태체험장 자연놀이터경상남도 창녕군 대합면 우포2로 3702019-05-292021-04-22가입<NA>
48코아루아파트 어린이놀이터경상남도 창녕군 창녕읍 말흘리375-12019-04-082021-04-08가입<NA>
49고기굽는마을 내 정글짐 놀이시설경상남도 창녕군 창녕읍 우포1대로 15612019-06-252021-06-30가입16.5
50홍포어린이공원 물놀이장경상남도 창녕군 남지읍 마산리1003-52019-07-012021-08-18가입<NA>
51아이행복키움터경상남도 창녕군 창녕읍 명덕로 22지하1층2020-10-012020-11-17가입373.0