Overview

Dataset statistics

Number of variables4
Number of observations133
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory4.4 KiB
Average record size in memory34.0 B

Variable types

Categorical3
Text1

Dataset

Description영유아에게 장난감을 대여해주는 장난감도서관입니다. 해남군 장난감도서관은 장난감 130종, 500여점을 보유하고 있으며 발달시기에 따라 장난감을 구입해야하는 부모님들의 경제적 부담을 경감하는데 큰 도움이 될것으로 기대됩니다.
URLhttps://www.data.go.kr/data/15099787/fileData.do

Alerts

데이터기준일 has constant value ""Constant

Reproduction

Analysis started2023-12-12 14:31:43.883790
Analysis finished2023-12-12 14:31:44.271285
Duration0.39 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

영역
Categorical

Distinct7
Distinct (%)5.3%
Missing0
Missing (%)0.0%
Memory size1.2 KiB
조작탐색
45 
신체
23 
역할놀이
21 
음률
19 
블록
12 
Other values (2)
13 

Length

Max length4
Median length2
Mean length2.9924812
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
조작탐색 45
33.8%
신체 23
17.3%
역할놀이 21
15.8%
음률 19
14.3%
블록 12
 
9.0%
언어 8
 
6.0%
음향 5
 
3.8%

Length

2023-12-12T23:31:44.374402image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T23:31:44.534533image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
조작탐색 45
33.8%
신체 23
17.3%
역할놀이 21
15.8%
음률 19
14.3%
블록 12
 
9.0%
언어 8
 
6.0%
음향 5
 
3.8%

장난감명
Text

Distinct132
Distinct (%)99.2%
Missing0
Missing (%)0.0%
Memory size1.2 KiB
2023-12-12T23:31:44.846052image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length18
Median length15
Mean length9.7293233
Min length4

Characters and Unicode

Total characters1294
Distinct characters303
Distinct categories8 ?
Distinct scripts3 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique131 ?
Unique (%)98.5%

Sample

1st row척척 논리성
2nd row뉴뽀로로 경찰차
3rd row뽀로로 출동중장비 캐리어카
4th row말하는 꼬마버스 타요
5th row뽀로로 어린이버스
ValueCountFrequency (%)
뽀로로 10
 
3.8%
핑크퐁 8
 
3.0%
콩순이 6
 
2.3%
타요 4
 
1.5%
붕붕카 3
 
1.1%
액티비티 2
 
0.8%
그린토이즈 2
 
0.8%
브이텍 2
 
0.8%
상어가족 2
 
0.8%
스탠드마이크 2
 
0.8%
Other values (215) 223
84.5%
2023-12-12T23:31:45.341001image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
131
 
10.1%
이 69
 
5.3%
로 42
 
3.2%
스 31
 
2.4%
트 25
 
1.9%
기 23
 
1.8%
놀 21
 
1.6%
리 17
 
1.3%
뽀 17
 
1.3%
아 16
 
1.2%
Other values (293) 902
69.7%

Most occurring categories

ValueCountFrequency (%)
Other Letter 1123
86.8%
Space Separator 131
 
10.1%
Decimal Number 17
 
1.3%
Uppercase Letter 10
 
0.8%
Lowercase Letter 7
 
0.5%
Dash Punctuation 4
 
0.3%
Math Symbol 1
 
0.1%
Other Punctuation 1
 
0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
이 69
 
6.1%
로 42
 
3.7%
스 31
 
2.8%
트 25
 
2.2%
기 23
 
2.0%
놀 21
 
1.9%
리 17
 
1.5%
뽀 17
 
1.5%
아 16
 
1.4%
카 16
 
1.4%
Other values (269) 846
75.3%
Decimal Number
ValueCountFrequency (%)
2 3
17.6%
1 3
17.6%
3 3
17.6%
5 2
11.8%
9 2
11.8%
8 2
11.8%
4 1
 
5.9%
6 1
 
5.9%
Uppercase Letter
ValueCountFrequency (%)
A 2
20.0%
Q 2
20.0%
P 2
20.0%
E 1
10.0%
C 1
10.0%
B 1
10.0%
I 1
10.0%
Lowercase Letter
ValueCountFrequency (%)
n 2
28.6%
i 2
28.6%
p 1
14.3%
c 1
14.3%
s 1
14.3%
Space Separator
ValueCountFrequency (%)
131
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 4
100.0%
Math Symbol
ValueCountFrequency (%)
+ 1
100.0%
Other Punctuation
ValueCountFrequency (%)
& 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 1123
86.8%
Common 154
 
11.9%
Latin 17
 
1.3%

Most frequent character per script

Hangul
ValueCountFrequency (%)
이 69
 
6.1%
로 42
 
3.7%
스 31
 
2.8%
트 25
 
2.2%
기 23
 
2.0%
놀 21
 
1.9%
리 17
 
1.5%
뽀 17
 
1.5%
아 16
 
1.4%
카 16
 
1.4%
Other values (269) 846
75.3%
Common
ValueCountFrequency (%)
131
85.1%
- 4
 
2.6%
2 3
 
1.9%
1 3
 
1.9%
3 3
 
1.9%
5 2
 
1.3%
9 2
 
1.3%
8 2
 
1.3%
4 1
 
0.6%
+ 1
 
0.6%
Other values (2) 2
 
1.3%
Latin
ValueCountFrequency (%)
A 2
11.8%
n 2
11.8%
i 2
11.8%
Q 2
11.8%
P 2
11.8%
E 1
5.9%
C 1
5.9%
B 1
5.9%
p 1
5.9%
c 1
5.9%
Other values (2) 2
11.8%

Most occurring blocks

ValueCountFrequency (%)
Hangul 1123
86.8%
ASCII 171
 
13.2%

Most frequent character per block

ASCII
ValueCountFrequency (%)
131
76.6%
- 4
 
2.3%
2 3
 
1.8%
1 3
 
1.8%
3 3
 
1.8%
A 2
 
1.2%
5 2
 
1.2%
n 2
 
1.2%
i 2
 
1.2%
Q 2
 
1.2%
Other values (14) 17
 
9.9%
Hangul
ValueCountFrequency (%)
이 69
 
6.1%
로 42
 
3.7%
스 31
 
2.8%
트 25
 
2.2%
기 23
 
2.0%
놀 21
 
1.9%
리 17
 
1.5%
뽀 17
 
1.5%
아 16
 
1.4%
카 16
 
1.4%
Other values (269) 846
75.3%

사용연령(개월)
Categorical

Distinct6
Distinct (%)4.5%
Missing0
Missing (%)0.0%
Memory size1.2 KiB
36
72 
6
26 
12
21 
24
10 
0
 
3

Length

Max length4
Median length2
Mean length1.7969925
Min length1

Unique

Unique1 ?
Unique (%)0.8%

Sample

1st row36
2nd row36
3rd row36
4th row36
5th row36

Common Values

ValueCountFrequency (%)
36 72
54.1%
6 26
 
19.5%
12 21
 
15.8%
24 10
 
7.5%
0 3
 
2.3%
<NA> 1
 
0.8%

Length

2023-12-12T23:31:45.527467image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T23:31:45.646650image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
36 72
54.1%
6 26
 
19.5%
12 21
 
15.8%
24 10
 
7.5%
0 3
 
2.3%
na 1
 
0.8%

데이터기준일
Categorical

CONSTANT 

Distinct1
Distinct (%)0.8%
Missing0
Missing (%)0.0%
Memory size1.2 KiB
2023-07-01
133 

Length

Max length10
Median length10
Mean length10
Min length10

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row2023-07-01
2nd row2023-07-01
3rd row2023-07-01
4th row2023-07-01
5th row2023-07-01

Common Values

ValueCountFrequency (%)
2023-07-01 133
100.0%

Length

2023-12-12T23:31:45.795076image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T23:31:45.903958image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2023-07-01 133
100.0%

Correlations

2023-12-12T23:31:45.967078image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
영역사용연령(개월)
영역1.0000.441
사용연령(개월)0.4411.000
2023-12-12T23:31:46.061644image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
사용연령(개월)영역
사용연령(개월)1.0000.299
영역0.2991.000
2023-12-12T23:31:46.163071image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
영역사용연령(개월)
영역1.0000.299
사용연령(개월)0.2991.000

Missing values

2023-12-12T23:31:44.147736image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-12T23:31:44.233872image/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

영역장난감명사용연령(개월)데이터기준일
0조작탐색척척 논리성362023-07-01
1조작탐색뉴뽀로로 경찰차362023-07-01
2조작탐색뽀로로 출동중장비 캐리어카362023-07-01
3조작탐색말하는 꼬마버스 타요362023-07-01
4조작탐색뽀로로 어린이버스362023-07-01
5조작탐색뽀로로 힘센레미콘362023-07-01
6조작탐색뽀로로 힘센 덤프트럭362023-07-01
7역할놀이그린토이즈 소방본부 플레이세트242023-07-01
8조작탐색똑똑한꼬마버스타요122023-07-01
9조작탐색디자인드릴 몬스터트럭362023-07-01
영역장난감명사용연령(개월)데이터기준일
123조작탐색해양 건설 플레이세트362023-07-01
124조작탐색다용도컵쌓기362023-07-01
125음률핑크퐁 상어가족 운전놀이122023-07-01
126조작탐색카3 토미카 대회전 관람차 주차장362023-07-01
127조작탐색데굴데굴뽀로로 레인보우타워세트362023-07-01
128음률디제이 파티드럼362023-07-01
129조작탐색콩순이 세요팡팡 두더지 잡기362023-07-01
130언어ABC멜로디스쿨362023-07-01
131조작탐색실리콘 도형컵쌓기62023-07-01
132언어뽀로로 컴퓨터362023-07-01