Overview

Dataset statistics

Number of variables7
Number of observations43
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory2.5 KiB
Average record size in memory60.1 B

Variable types

Text2
Categorical3
Numeric1
DateTime1

Dataset

Description대전광역시 대덕구에 등록된 평생학습동아리에 대한 데이터로 평생학습동아리명, 분과명, 활동내용의 항목을 제공합니다.
Author대전광역시 대덕구
URLhttps://www.data.go.kr/data/15060417/fileData.do

Alerts

데이터기준일자 has constant value ""Constant
평생학습동아리명 has unique valuesUnique

Reproduction

Analysis started2023-12-12 03:02:38.398566
Analysis finished2023-12-12 03:02:39.217015
Duration0.82 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

평생학습동아리명
Text

UNIQUE 

Distinct43
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size476.0 B
2023-12-12T12:02:39.447664image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length17
Median length11
Mean length7.4186047
Min length3

Characters and Unicode

Total characters319
Distinct characters145
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

Unique43 ?
Unique (%)100.0%

Sample

1st row스토리마술
2nd row책울타리
3rd row하늘빛 색소폰
4th row생각 쑥쑥 보드게임
5th row비파와수금 우쿨렐레
ValueCountFrequency (%)
대덕 2
 
3.2%
우쿨렐레 2
 
3.2%
연구회 2
 
3.2%
집현전(독서논술 1
 
1.6%
공(예를 1
 
1.6%
사(랑하는 1
 
1.6%
모(임 1
 
1.6%
실버전문지도사 1
 
1.6%
도시농업연구회 1
 
1.6%
사랑소리 1
 
1.6%
Other values (50) 50
79.4%
2023-12-12T12:02:39.938715image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
21
 
6.6%
리 11
 
3.4%
단 8
 
2.5%
연 8
 
2.5%
소 7
 
2.2%
사 7
 
2.2%
회 7
 
2.2%
( 6
 
1.9%
물 6
 
1.9%
풍 6
 
1.9%
Other values (135) 232
72.7%

Most occurring categories

ValueCountFrequency (%)
Other Letter 274
85.9%
Space Separator 21
 
6.6%
Uppercase Letter 7
 
2.2%
Open Punctuation 6
 
1.9%
Close Punctuation 6
 
1.9%
Other Punctuation 2
 
0.6%
Decimal Number 2
 
0.6%
Lowercase Letter 1
 
0.3%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
리 11
 
4.0%
단 8
 
2.9%
연 8
 
2.9%
소 7
 
2.6%
사 7
 
2.6%
회 7
 
2.6%
물 6
 
2.2%
풍 6
 
2.2%
구 6
 
2.2%
아 5
 
1.8%
Other values (121) 203
74.1%
Uppercase Letter
ValueCountFrequency (%)
I 1
14.3%
U 1
14.3%
O 1
14.3%
Y 1
14.3%
H 1
14.3%
L 1
14.3%
C 1
14.3%
Decimal Number
ValueCountFrequency (%)
2 1
50.0%
1 1
50.0%
Space Separator
ValueCountFrequency (%)
21
100.0%
Open Punctuation
ValueCountFrequency (%)
( 6
100.0%
Close Punctuation
ValueCountFrequency (%)
) 6
100.0%
Other Punctuation
ValueCountFrequency (%)
. 2
100.0%
Lowercase Letter
ValueCountFrequency (%)
n 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 274
85.9%
Common 37
 
11.6%
Latin 8
 
2.5%

Most frequent character per script

Hangul
ValueCountFrequency (%)
리 11
 
4.0%
단 8
 
2.9%
연 8
 
2.9%
소 7
 
2.6%
사 7
 
2.6%
회 7
 
2.6%
물 6
 
2.2%
풍 6
 
2.2%
구 6
 
2.2%
아 5
 
1.8%
Other values (121) 203
74.1%
Latin
ValueCountFrequency (%)
I 1
12.5%
n 1
12.5%
U 1
12.5%
O 1
12.5%
Y 1
12.5%
H 1
12.5%
L 1
12.5%
C 1
12.5%
Common
ValueCountFrequency (%)
21
56.8%
( 6
 
16.2%
) 6
 
16.2%
. 2
 
5.4%
2 1
 
2.7%
1 1
 
2.7%

Most occurring blocks

ValueCountFrequency (%)
Hangul 274
85.9%
ASCII 45
 
14.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
21
46.7%
( 6
 
13.3%
) 6
 
13.3%
. 2
 
4.4%
I 1
 
2.2%
n 1
 
2.2%
U 1
 
2.2%
O 1
 
2.2%
Y 1
 
2.2%
2 1
 
2.2%
Other values (4) 4
 
8.9%
Hangul
ValueCountFrequency (%)
리 11
 
4.0%
단 8
 
2.9%
연 8
 
2.9%
소 7
 
2.6%
사 7
 
2.6%
회 7
 
2.6%
물 6
 
2.2%
풍 6
 
2.2%
구 6
 
2.2%
아 5
 
1.8%
Other values (121) 203
74.1%

분과명
Categorical

Distinct3
Distinct (%)7.0%
Missing0
Missing (%)0.0%
Memory size476.0 B
디자인분과
19 
멜로디분과
14 
두드림분과
10 

Length

Max length5
Median length5
Mean length5
Min length5

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row디자인분과
2nd row디자인분과
3rd row멜로디분과
4th row디자인분과
5th row멜로디분과

Common Values

ValueCountFrequency (%)
디자인분과 19
44.2%
멜로디분과 14
32.6%
두드림분과 10
23.3%

Length

2023-12-12T12:02:40.084247image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T12:02:40.236086image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
디자인분과 19
44.2%
멜로디분과 14
32.6%
두드림분과 10
23.3%

활동내용
Text

Distinct38
Distinct (%)88.4%
Missing0
Missing (%)0.0%
Memory size476.0 B
2023-12-12T12:02:40.501997image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length17
Median length11
Mean length7.8837209
Min length2

Characters and Unicode

Total characters339
Distinct characters131
Distinct categories3 ?
Distinct scripts2 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique35 ?
Unique (%)81.4%

Sample

1st row마술을 활용하는 동화구연
2nd row책읽기
3rd row색소폰
4th row보드게임
5th row연주회,복지관 공연
ValueCountFrequency (%)
학습 9
 
9.4%
풍물 8
 
8.3%
및 5
 
5.2%
연구 4
 
4.2%
민요 3
 
3.1%
난타 3
 
3.1%
문화 2
 
2.1%
오카리나 2
 
2.1%
색소폰 2
 
2.1%
우쿨렐레 2
 
2.1%
Other values (56) 56
58.3%
2023-12-12T12:02:41.062826image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
62
 
18.3%
학 15
 
4.4%
습 14
 
4.1%
물 10
 
2.9%
풍 8
 
2.4%
연 7
 
2.1%
리 7
 
2.1%
기 6
 
1.8%
요 6
 
1.8%
, 6
 
1.8%
Other values (121) 198
58.4%

Most occurring categories

ValueCountFrequency (%)
Other Letter 270
79.6%
Space Separator 62
 
18.3%
Other Punctuation 7
 
2.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
학 15
 
5.6%
습 14
 
5.2%
물 10
 
3.7%
풍 8
 
3.0%
연 7
 
2.6%
리 7
 
2.6%
기 6
 
2.2%
요 6
 
2.2%
구 5
 
1.9%
공 5
 
1.9%
Other values (118) 187
69.3%
Other Punctuation
ValueCountFrequency (%)
, 6
85.7%
. 1
 
14.3%
Space Separator
ValueCountFrequency (%)
62
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 270
79.6%
Common 69
 
20.4%

Most frequent character per script

Hangul
ValueCountFrequency (%)
학 15
 
5.6%
습 14
 
5.2%
물 10
 
3.7%
풍 8
 
3.0%
연 7
 
2.6%
리 7
 
2.6%
기 6
 
2.2%
요 6
 
2.2%
구 5
 
1.9%
공 5
 
1.9%
Other values (118) 187
69.3%
Common
ValueCountFrequency (%)
62
89.9%
, 6
 
8.7%
. 1
 
1.4%

Most occurring blocks

ValueCountFrequency (%)
Hangul 270
79.6%
ASCII 69
 
20.4%

Most frequent character per block

ASCII
ValueCountFrequency (%)
62
89.9%
, 6
 
8.7%
. 1
 
1.4%
Hangul
ValueCountFrequency (%)
학 15
 
5.6%
습 14
 
5.2%
물 10
 
3.7%
풍 8
 
3.0%
연 7
 
2.6%
리 7
 
2.6%
기 6
 
2.2%
요 6
 
2.2%
구 5
 
1.9%
공 5
 
1.9%
Other values (118) 187
69.3%

회원수
Real number (ℝ)

Distinct14
Distinct (%)32.6%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean9.3023256
Minimum4
Maximum21
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size519.0 B
2023-12-12T12:02:41.255969image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum4
5-th percentile5
Q16
median8
Q312
95-th percentile16
Maximum21
Range17
Interquartile range (IQR)6

Descriptive statistics

Standard deviation4.0269029
Coefficient of variation (CV)0.43289206
Kurtosis0.24576128
Mean9.3023256
Median Absolute Deviation (MAD)3
Skewness0.89027254
Sum400
Variance16.215947
MonotonicityNot monotonic
2023-12-12T12:02:41.418192image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=14)
ValueCountFrequency (%)
5 7
16.3%
7 6
14.0%
6 5
11.6%
9 4
9.3%
13 4
9.3%
8 3
7.0%
12 3
7.0%
10 3
7.0%
15 2
 
4.7%
16 2
 
4.7%
Other values (4) 4
9.3%
ValueCountFrequency (%)
4 1
 
2.3%
5 7
16.3%
6 5
11.6%
7 6
14.0%
8 3
7.0%
9 4
9.3%
10 3
7.0%
11 1
 
2.3%
12 3
7.0%
13 4
9.3%
ValueCountFrequency (%)
21 1
 
2.3%
17 1
 
2.3%
16 2
4.7%
15 2
4.7%
13 4
9.3%
12 3
7.0%
11 1
 
2.3%
10 3
7.0%
9 4
9.3%
8 3
7.0%

소속단체
Categorical

Distinct10
Distinct (%)23.3%
Missing0
Missing (%)0.0%
Memory size476.0 B
회덕동
14 
신탄진동
9 
법2동
5 
송촌동
4 
석봉동
3 
Other values (5)
8 

Length

Max length4
Median length3
Mean length3.2093023
Min length3

Unique

Unique3 ?
Unique (%)7.0%

Sample

1st row송촌동
2nd row송촌동
3rd row석봉동
4th row법2동
5th row회덕동

Common Values

ValueCountFrequency (%)
회덕동 14
32.6%
신탄진동 9
20.9%
법2동 5
 
11.6%
송촌동 4
 
9.3%
석봉동 3
 
7.0%
중리동 3
 
7.0%
덕암동 2
 
4.7%
신탄진 1
 
2.3%
오정동 1
 
2.3%
법1동 1
 
2.3%

Length

2023-12-12T12:02:41.588653image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T12:02:41.794060image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
회덕동 14
32.6%
신탄진동 9
20.9%
법2동 5
 
11.6%
송촌동 4
 
9.3%
석봉동 3
 
7.0%
중리동 3
 
7.0%
덕암동 2
 
4.7%
신탄진 1
 
2.3%
오정동 1
 
2.3%
법1동 1
 
2.3%

평생학습동아리등록일
Date

Distinct40
Distinct (%)93.0%
Missing0
Missing (%)0.0%
Memory size476.0 B
Minimum2011-08-13 00:00:00
Maximum2019-08-26 00:00:00
2023-12-12T12:02:42.004688image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T12:02:42.238300image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=40)

데이터기준일자
Categorical

CONSTANT 

Distinct1
Distinct (%)2.3%
Missing0
Missing (%)0.0%
Memory size476.0 B
2022-11-17
43 

Length

Max length10
Median length10
Mean length10
Min length10

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row2022-11-17
2nd row2022-11-17
3rd row2022-11-17
4th row2022-11-17
5th row2022-11-17

Common Values

ValueCountFrequency (%)
2022-11-17 43
100.0%

Length

2023-12-12T12:02:42.456248image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T12:02:42.595774image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2022-11-17 43
100.0%

Interactions

2023-12-12T12:02:38.852295image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-12T12:02:42.702691image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
평생학습동아리명분과명활동내용회원수소속단체평생학습동아리등록일
평생학습동아리명1.0001.0001.0001.0001.0001.000
분과명1.0001.0000.9480.7400.3840.588
활동내용1.0000.9481.0000.0000.0000.988
회원수1.0000.7400.0001.0000.2140.000
소속단체1.0000.3840.0000.2141.0000.545
평생학습동아리등록일1.0000.5880.9880.0000.5451.000
2023-12-12T12:02:42.862469image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
분과명소속단체
분과명1.0000.216
소속단체0.2161.000
2023-12-12T12:02:42.991102image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
회원수분과명소속단체
회원수1.0000.4050.058
분과명0.4051.0000.216
소속단체0.0580.2161.000

Missing values

2023-12-12T12:02:39.016584image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-12T12:02:39.160349image/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

평생학습동아리명분과명활동내용회원수소속단체평생학습동아리등록일데이터기준일자
0스토리마술디자인분과마술을 활용하는 동화구연8송촌동2019-08-262022-11-17
1책울타리디자인분과책읽기9송촌동2019-08-092022-11-17
2하늘빛 색소폰멜로디분과색소폰5석봉동2019-03-252022-11-17
3생각 쑥쑥 보드게임디자인분과보드게임5법2동2019-03-182022-11-17
4비파와수금 우쿨렐레멜로디분과연주회,복지관 공연6회덕동2019-02-112022-11-17
5인사랑디자인분과이혈, 이웃의 건강전도사7덕암동2019-02-012022-11-17
6손만세(손으로만드는세상)디자인분과가죽. 퀼트 공예학습5신탄진동2019-01-312022-11-17
7힐링 우쿨렐레멜로디분과우쿨렐레 학습활동4법2동2019-01-022022-11-17
8쿠아연(쿠킹아트연구회)디자인분과요리 연구 및 재능나눔5신탄진동2019-01-012022-11-17
9나비냅킨디자인분과공예5신탄진동2018-12-262022-11-17
평생학습동아리명분과명활동내용회원수소속단체평생학습동아리등록일데이터기준일자
33천둥소리예술단두드림분과풍물, 난타, 가야금11신탄진2012-09-032022-11-17
34회덕동풍물단두드림분과풍물13회덕동2012-05-222022-11-17
35오정동풍물단두드림분과풍물8오정동2012-03-142022-11-17
36새여울두드림분과난타, 풍물21신탄진동2012-02-232022-11-17
37대덕향토문화연구회디자인분과지역의 역사 문화 연구17회덕동2011-10-172022-11-17
38고운소리멜로디분과경기민요 학습7신탄진동2011-09-012022-11-17
39법1동 범천 풍물단두드림분과풍물10법1동2011-08-302022-11-17
40법2동 범골풍물단두드림분과풍물15법2동2011-08-302022-11-17
41그린나래오카리나앙상블멜로디분과오카리나 학습7회덕동2011-08-132022-11-17
42중리민속풍물단두드림분과풍물12중리동2011-08-132022-11-17