Overview

Dataset statistics

Number of variables6
Number of observations28
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory1.4 KiB
Average record size in memory52.7 B

Variable types

Categorical2
Text2
DateTime2

Dataset

Description제주특별자치도 제주시 평생학습센터 내 평생학습동아리 현황 데이터입니다. 항목 : 분류, 동아리명, 소속기관, 등록일자, 모임일
URLhttps://www.data.go.kr/data/15002261/fileData.do

Alerts

데이터기준일자 has constant value ""Constant
분류 is highly imbalanced (62.2%)Imbalance
동아리명 has unique valuesUnique

Reproduction

Analysis started2023-12-12 14:35:49.138936
Analysis finished2023-12-12 14:35:49.522556
Duration0.38 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

분류
Categorical

IMBALANCE 

Distinct5
Distinct (%)17.9%
Missing0
Missing (%)0.0%
Memory size356.0 B
문화예술교육
24 
직업능력교육
 
1
시민교육
 
1
취업/자격증
 
1
건강/레크레이션
 
1

Length

Max length8
Median length6
Mean length6
Min length4

Unique

Unique4 ?
Unique (%)14.3%

Sample

1st row문화예술교육
2nd row직업능력교육
3rd row문화예술교육
4th row문화예술교육
5th row문화예술교육

Common Values

ValueCountFrequency (%)
문화예술교육 24
85.7%
직업능력교육 1
 
3.6%
시민교육 1
 
3.6%
취업/자격증 1
 
3.6%
건강/레크레이션 1
 
3.6%

Length

2023-12-12T23:35:49.592616image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T23:35:49.687505image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
문화예술교육 24
85.7%
직업능력교육 1
 
3.6%
시민교육 1
 
3.6%
취업/자격증 1
 
3.6%
건강/레크레이션 1
 
3.6%

동아리명
Text

UNIQUE 

Distinct28
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size356.0 B
2023-12-12T23:35:49.866587image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length16
Median length12.5
Mean length8.2142857
Min length3

Characters and Unicode

Total characters230
Distinct characters121
Distinct categories6 ?
Distinct scripts3 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique28 ?
Unique (%)100.0%

Sample

1st row해안유진빌과 설레는 발견
2nd row마시다
3rd row캔버스에 내 마음 그리기
4th row재잘재잘소리 친구
5th row너나들이 기타모임
ValueCountFrequency (%)
해안유진빌과 1
 
2.3%
설레는 1
 
2.3%
환경오름기행 1
 
2.3%
창사랑 1
 
2.3%
이도이두드림진흥회 1
 
2.3%
제주아마추어풍물모임'작은울림 1
 
2.3%
혼디소리 1
 
2.3%
춘강사군자회 1
 
2.3%
깨비랑(인형극동아리 1
 
2.3%
글을 1
 
2.3%
Other values (34) 34
77.3%
2023-12-12T23:35:50.166584image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
16
 
7.0%
사 11
 
4.8%
동 7
 
3.0%
리 7
 
3.0%
제 6
 
2.6%
주 6
 
2.6%
회 6
 
2.6%
이 4
 
1.7%
랑 4
 
1.7%
모 4
 
1.7%
Other values (111) 159
69.1%

Most occurring categories

ValueCountFrequency (%)
Other Letter 200
87.0%
Space Separator 16
 
7.0%
Lowercase Letter 10
 
4.3%
Other Punctuation 2
 
0.9%
Close Punctuation 1
 
0.4%
Open Punctuation 1
 
0.4%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
사 11
 
5.5%
동 7
 
3.5%
리 7
 
3.5%
제 6
 
3.0%
주 6
 
3.0%
회 6
 
3.0%
이 4
 
2.0%
랑 4
 
2.0%
모 4
 
2.0%
임 4
 
2.0%
Other values (100) 141
70.5%
Lowercase Letter
ValueCountFrequency (%)
t 2
20.0%
r 2
20.0%
a 2
20.0%
h 1
10.0%
e 1
10.0%
p 1
10.0%
y 1
10.0%
Space Separator
ValueCountFrequency (%)
16
100.0%
Other Punctuation
ValueCountFrequency (%)
' 2
100.0%
Close Punctuation
ValueCountFrequency (%)
) 1
100.0%
Open Punctuation
ValueCountFrequency (%)
( 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 200
87.0%
Common 20
 
8.7%
Latin 10
 
4.3%

Most frequent character per script

Hangul
ValueCountFrequency (%)
사 11
 
5.5%
동 7
 
3.5%
리 7
 
3.5%
제 6
 
3.0%
주 6
 
3.0%
회 6
 
3.0%
이 4
 
2.0%
랑 4
 
2.0%
모 4
 
2.0%
임 4
 
2.0%
Other values (100) 141
70.5%
Latin
ValueCountFrequency (%)
t 2
20.0%
r 2
20.0%
a 2
20.0%
h 1
10.0%
e 1
10.0%
p 1
10.0%
y 1
10.0%
Common
ValueCountFrequency (%)
16
80.0%
' 2
 
10.0%
) 1
 
5.0%
( 1
 
5.0%

Most occurring blocks

ValueCountFrequency (%)
Hangul 200
87.0%
ASCII 30
 
13.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
16
53.3%
' 2
 
6.7%
t 2
 
6.7%
r 2
 
6.7%
a 2
 
6.7%
h 1
 
3.3%
e 1
 
3.3%
p 1
 
3.3%
) 1
 
3.3%
( 1
 
3.3%
Hangul
ValueCountFrequency (%)
사 11
 
5.5%
동 7
 
3.5%
리 7
 
3.5%
제 6
 
3.0%
주 6
 
3.0%
회 6
 
3.0%
이 4
 
2.0%
랑 4
 
2.0%
모 4
 
2.0%
임 4
 
2.0%
Other values (100) 141
70.5%

소속기관
Categorical

Distinct10
Distinct (%)35.7%
Missing0
Missing (%)0.0%
Memory size356.0 B
자체
10 
제주시평생학습관
8 
제주특별자치도장애인종합복지관
3 
해안유진빌
 
1
재잘재잘소리협동조합
 
1
Other values (5)
5 

Length

Max length16
Median length15
Mean length7.0357143
Min length2

Unique

Unique7 ?
Unique (%)25.0%

Sample

1st row자체
2nd row제주시평생학습관
3rd row해안유진빌
4th row재잘재잘소리협동조합
5th row제주시평생학습관

Common Values

ValueCountFrequency (%)
자체 10
35.7%
제주시평생학습관 8
28.6%
제주특별자치도장애인종합복지관 3
 
10.7%
해안유진빌 1
 
3.6%
재잘재잘소리협동조합 1
 
3.6%
한국우쿨렐레협회 1
 
3.6%
한국방송통신대학교 제주지역대학 1
 
3.6%
일도1동주민자치센터 1
 
3.6%
제주다문화가정센터 1
 
3.6%
탐라체험학습연구센터 1
 
3.6%

Length

2023-12-12T23:35:50.288512image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T23:35:50.403469image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
자체 10
34.5%
제주시평생학습관 8
27.6%
제주특별자치도장애인종합복지관 3
 
10.3%
해안유진빌 1
 
3.4%
재잘재잘소리협동조합 1
 
3.4%
한국우쿨렐레협회 1
 
3.4%
한국방송통신대학교 1
 
3.4%
제주지역대학 1
 
3.4%
일도1동주민자치센터 1
 
3.4%
제주다문화가정센터 1
 
3.4%

등록일자
Date

Distinct25
Distinct (%)89.3%
Missing0
Missing (%)0.0%
Memory size356.0 B
Minimum2009-08-25 00:00:00
Maximum2023-03-10 00:00:00
2023-12-12T23:35:50.535181image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T23:35:50.651239image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=25)

모임일
Text

Distinct18
Distinct (%)64.3%
Missing0
Missing (%)0.0%
Memory size356.0 B
2023-12-12T23:35:50.801967image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length11
Median length7
Mean length4.9285714
Min length2

Characters and Unicode

Total characters138
Distinct characters25
Distinct categories5 ?
Distinct scripts2 ?
Distinct blocks3 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique13 ?
Unique (%)46.4%

Sample

1st row화요일
2nd row미정
3rd row수요일
4th row격주 토요일
5th row화요일+목요일
ValueCountFrequency (%)
화요일 6
17.6%
일요일 4
 
11.8%
목요일 3
 
8.8%
미정 3
 
8.8%
수요일 2
 
5.9%
토요일 2
 
5.9%
금요일+토요일 1
 
2.9%
월4회 1
 
2.9%
두번째 1
 
2.9%
첫째주·셋째주 1
 
2.9%
Other values (10) 10
29.4%
2023-12-12T23:35:51.048678image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
일 35
25.4%
요 30
21.7%
화 8
 
5.8%
째 7
 
5.1%
주 7
 
5.1%
+ 6
 
4.3%
6
 
4.3%
토 5
 
3.6%
목 5
 
3.6%
금 4
 
2.9%
Other values (15) 25
18.1%

Most occurring categories

ValueCountFrequency (%)
Other Letter 122
88.4%
Math Symbol 7
 
5.1%
Space Separator 6
 
4.3%
Other Punctuation 2
 
1.4%
Decimal Number 1
 
0.7%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
일 35
28.7%
요 30
24.6%
화 8
 
6.6%
째 7
 
5.7%
주 7
 
5.7%
토 5
 
4.1%
목 5
 
4.1%
금 4
 
3.3%
정 3
 
2.5%
미 3
 
2.5%
Other values (10) 15
12.3%
Math Symbol
ValueCountFrequency (%)
+ 6
85.7%
~ 1
 
14.3%
Space Separator
ValueCountFrequency (%)
6
100.0%
Other Punctuation
ValueCountFrequency (%)
· 2
100.0%
Decimal Number
ValueCountFrequency (%)
4 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 122
88.4%
Common 16
 
11.6%

Most frequent character per script

Hangul
ValueCountFrequency (%)
일 35
28.7%
요 30
24.6%
화 8
 
6.6%
째 7
 
5.7%
주 7
 
5.7%
토 5
 
4.1%
목 5
 
4.1%
금 4
 
3.3%
정 3
 
2.5%
미 3
 
2.5%
Other values (10) 15
12.3%
Common
ValueCountFrequency (%)
+ 6
37.5%
6
37.5%
· 2
 
12.5%
4 1
 
6.2%
~ 1
 
6.2%

Most occurring blocks

ValueCountFrequency (%)
Hangul 122
88.4%
ASCII 14
 
10.1%
None 2
 
1.4%

Most frequent character per block

Hangul
ValueCountFrequency (%)
일 35
28.7%
요 30
24.6%
화 8
 
6.6%
째 7
 
5.7%
주 7
 
5.7%
토 5
 
4.1%
목 5
 
4.1%
금 4
 
3.3%
정 3
 
2.5%
미 3
 
2.5%
Other values (10) 15
12.3%
ASCII
ValueCountFrequency (%)
+ 6
42.9%
6
42.9%
4 1
 
7.1%
~ 1
 
7.1%
None
ValueCountFrequency (%)
· 2
100.0%

데이터기준일자
Date

CONSTANT 

Distinct1
Distinct (%)3.6%
Missing0
Missing (%)0.0%
Memory size356.0 B
Minimum2023-07-12 00:00:00
Maximum2023-07-12 00:00:00
2023-12-12T23:35:51.149429image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T23:35:51.226495image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=1)

Correlations

2023-12-12T23:35:51.288680image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
분류동아리명소속기관등록일자모임일
분류1.0001.0000.0001.0000.000
동아리명1.0001.0001.0001.0001.000
소속기관0.0001.0001.0000.9580.745
등록일자1.0001.0000.9581.0000.000
모임일0.0001.0000.7450.0001.000
2023-12-12T23:35:51.379786image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
소속기관분류
소속기관1.0000.000
분류0.0001.000
2023-12-12T23:35:51.458797image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
분류소속기관
분류1.0000.000
소속기관0.0001.000

Missing values

2023-12-12T23:35:49.390037image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-12T23:35:49.482355image/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

분류동아리명소속기관등록일자모임일데이터기준일자
0문화예술교육해안유진빌과 설레는 발견자체2023-03-10화요일2023-07-12
1직업능력교육마시다제주시평생학습관2023-02-02미정2023-07-12
2문화예술교육캔버스에 내 마음 그리기해안유진빌2023-01-13수요일2023-07-12
3문화예술교육재잘재잘소리 친구재잘재잘소리협동조합2021-11-18격주 토요일2023-07-12
4문화예술교육너나들이 기타모임제주시평생학습관2020-12-18화요일+목요일2023-07-12
5문화예술교육그리다제주시평생학습관2020-01-17화요일2023-07-12
6문화예술교육제주동동 동쪽동네사람들한국우쿨렐레협회2019-12-22화요일2023-07-12
7문화예술교육스피치로한국방송통신대학교 제주지역대학2018-07-01미정2023-07-12
8문화예술교육고산민속보존회자체2018-03-15목요일+금요일+토요일2023-07-12
9문화예술교육제주강사네제주시평생학습관2018-03-02목요일2023-07-12
분류동아리명소속기관등록일자모임일데이터기준일자
18문화예술교육제주아마추어풍물모임'작은울림'자체2012-02-28월4회2023-07-12
19문화예술교육혼디소리자체2012-02-20일요일2023-07-12
20문화예술교육춘강사군자회제주특별자치도장애인종합복지관2011-06-18금요일+토요일2023-07-12
21문화예술교육깨비랑(인형극동아리)제주특별자치도장애인종합복지관2011-06-18첫째주 목요일2023-07-12
22문화예술교육글을 사랑하는 사람들의 모임제주특별자치도장애인종합복지관2011-06-18첫째주·셋째주 토요일2023-07-12
23건강/레크레이션아이사랑 atr therapy자체2010-06-28화요일2023-07-12
24문화예술교육끌림소리 기타 동아리제주시평생학습관2010-03-25목요일2023-07-12
25문화예술교육행복나눔모임제주다문화가정센터2009-10-01두번째 일요일2023-07-12
26문화예술교육다문화사진봉사회자체2009-10-01일요일2023-07-12
27문화예술교육제주역사문화탐구탐라체험학습연구센터2009-08-25둘째주·넷째주 일요일2023-07-12