Overview

Dataset statistics

Number of variables8
Number of observations93
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory6.0 KiB
Average record size in memory66.4 B

Variable types

Numeric1
Categorical6
Text1

Dataset

Description울주군시설관리공단_강좌예약정보
Author울주군시설관리공단
URLhttps://www.data.go.kr/data/15064746/fileData.do

Alerts

접수방법 has constant value ""Constant
데이터 기준일자 has constant value ""Constant
교육장소 is highly overall correlated with 프로그램번호 and 3 other fieldsHigh correlation
전화번호 is highly overall correlated with 프로그램번호 and 2 other fieldsHigh correlation
기관명 is highly overall correlated with 프로그램번호 and 3 other fieldsHigh correlation
프로그램번호 is highly overall correlated with 기관명 and 2 other fieldsHigh correlation
교육구분 is highly overall correlated with 기관명 and 1 other fieldsHigh correlation
프로그램번호 has unique valuesUnique

Reproduction

Analysis started2023-12-12 07:33:58.018528
Analysis finished2023-12-12 07:33:58.790885
Duration0.77 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

프로그램번호
Real number (ℝ)

HIGH CORRELATION  UNIQUE 

Distinct93
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean47
Minimum1
Maximum93
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size969.0 B
2023-12-12T16:33:58.867626image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile5.6
Q124
median47
Q370
95-th percentile88.4
Maximum93
Range92
Interquartile range (IQR)46

Descriptive statistics

Standard deviation26.990739
Coefficient of variation (CV)0.57427105
Kurtosis-1.2
Mean47
Median Absolute Deviation (MAD)23
Skewness0
Sum4371
Variance728.5
MonotonicityStrictly increasing
2023-12-12T16:33:59.041759image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
1 1
 
1.1%
60 1
 
1.1%
69 1
 
1.1%
68 1
 
1.1%
67 1
 
1.1%
66 1
 
1.1%
65 1
 
1.1%
64 1
 
1.1%
63 1
 
1.1%
62 1
 
1.1%
Other values (83) 83
89.2%
ValueCountFrequency (%)
1 1
1.1%
2 1
1.1%
3 1
1.1%
4 1
1.1%
5 1
1.1%
6 1
1.1%
7 1
1.1%
8 1
1.1%
9 1
1.1%
10 1
1.1%
ValueCountFrequency (%)
93 1
1.1%
92 1
1.1%
91 1
1.1%
90 1
1.1%
89 1
1.1%
88 1
1.1%
87 1
1.1%
86 1
1.1%
85 1
1.1%
84 1
1.1%

기관명
Categorical

HIGH CORRELATION 

Distinct11
Distinct (%)11.8%
Missing0
Missing (%)0.0%
Memory size876.0 B
울주군서부종합사회복지관
21 
울주군남부종합사회복지관
16 
울주군중부종합사회복지관
16 
울주문화의집
15 
울주군국민체육센터
11 
Other values (6)
14 

Length

Max length12
Median length12
Mean length10.344086
Min length6

Unique

Unique4 ?
Unique (%)4.3%

Sample

1st row대덕 작은도서관
2nd row온산문화체육센터
3rd row온산문화체육센터
4th row온산문화체육센터
5th row온양문화복지센터

Common Values

ValueCountFrequency (%)
울주군서부종합사회복지관 21
22.6%
울주군남부종합사회복지관 16
17.2%
울주군중부종합사회복지관 16
17.2%
울주문화의집 15
16.1%
울주군국민체육센터 11
11.8%
울주 서부청소년수련관 7
 
7.5%
온산문화체육센터 3
 
3.2%
대덕 작은도서관 1
 
1.1%
온양문화복지센터 1
 
1.1%
울주 중부청소년수련관 1
 
1.1%

Length

2023-12-12T16:33:59.203204image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
울주군서부종합사회복지관 21
20.6%
울주군남부종합사회복지관 16
15.7%
울주군중부종합사회복지관 16
15.7%
울주문화의집 15
14.7%
울주군국민체육센터 11
10.8%
울주 8
 
7.8%
서부청소년수련관 7
 
6.9%
온산문화체육센터 3
 
2.9%
대덕 1
 
1.0%
작은도서관 1
 
1.0%
Other values (3) 3
 
2.9%

프로그램명
Text

Distinct86
Distinct (%)92.5%
Missing0
Missing (%)0.0%
Memory size876.0 B
2023-12-12T16:33:59.504802image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length31
Median length21
Mean length8.1827957
Min length2

Characters and Unicode

Total characters761
Distinct characters247
Distinct categories10 ?
Distinct scripts4 ?
Distinct blocks4 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique80 ?
Unique (%)86.0%

Sample

1st row북피크닉 울주군 관내 초등학생 자녀를 둔 가족만 신청가능
2nd row탁구 강습
3rd row배드민턴 강습
4th row그룹트레이닝
5th row헬스
ValueCountFrequency (%)
강습 11
 
6.1%
옷만들기 4
 
2.2%
헬스 3
 
1.7%
생활영어 3
 
1.7%
컴퓨터 3
 
1.7%
3
 
1.7%
중급 3
 
1.7%
초급 3
 
1.7%
캘리그라피 3
 
1.7%
홈패션 3
 
1.7%
Other values (125) 142
78.5%
2023-12-12T16:34:00.000634image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
89
 
11.7%
반 18
 
2.4%
기 15
 
2.0%
초 13
 
1.7%
강 12
 
1.6%
아 12
 
1.6%
활 12
 
1.6%
) 11
 
1.4%
스 11
 
1.4%
영 11
 
1.4%
Other values (237) 557
73.2%

Most occurring categories

ValueCountFrequency (%)
Other Letter 589
77.4%
Space Separator 90
 
11.8%
Lowercase Letter 28
 
3.7%
Uppercase Letter 12
 
1.6%
Close Punctuation 11
 
1.4%
Open Punctuation 11
 
1.4%
Decimal Number 10
 
1.3%
Dash Punctuation 6
 
0.8%
Other Punctuation 3
 
0.4%
Math Symbol 1
 
0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
반 18
 
3.1%
기 15
 
2.5%
초 13
 
2.2%
강 12
 
2.0%
아 12
 
2.0%
활 12
 
2.0%
스 11
 
1.9%
영 11
 
1.9%
자 11
 
1.9%
습 11
 
1.9%
Other values (199) 463
78.6%
Lowercase Letter
ValueCountFrequency (%)
t 5
17.9%
e 4
14.3%
s 4
14.3%
r 3
10.7%
i 3
10.7%
l 2
 
7.1%
o 1
 
3.6%
u 1
 
3.6%
q 1
 
3.6%
a 1
 
3.6%
Other values (3) 3
10.7%
Decimal Number
ValueCountFrequency (%)
1 2
20.0%
3 1
10.0%
4 1
10.0%
5 1
10.0%
2 1
10.0%
9 1
10.0%
8 1
10.0%
7 1
10.0%
6 1
10.0%
Uppercase Letter
ValueCountFrequency (%)
O 2
16.7%
A 2
16.7%
T 2
16.7%
C 2
16.7%
P 2
16.7%
Q 1
8.3%
I 1
8.3%
Other Punctuation
ValueCountFrequency (%)
! 1
33.3%
· 1
33.3%
& 1
33.3%
Space Separator
ValueCountFrequency (%)
89
98.9%
  1
 
1.1%
Close Punctuation
ValueCountFrequency (%)
) 11
100.0%
Open Punctuation
ValueCountFrequency (%)
( 11
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 6
100.0%
Math Symbol
ValueCountFrequency (%)
= 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 587
77.1%
Common 132
 
17.3%
Latin 40
 
5.3%
Han 2
 
0.3%

Most frequent character per script

Hangul
ValueCountFrequency (%)
반 18
 
3.1%
기 15
 
2.6%
초 13
 
2.2%
강 12
 
2.0%
아 12
 
2.0%
활 12
 
2.0%
스 11
 
1.9%
영 11
 
1.9%
자 11
 
1.9%
습 11
 
1.9%
Other values (197) 461
78.5%
Latin
ValueCountFrequency (%)
t 5
12.5%
e 4
 
10.0%
s 4
 
10.0%
r 3
 
7.5%
i 3
 
7.5%
O 2
 
5.0%
A 2
 
5.0%
T 2
 
5.0%
l 2
 
5.0%
C 2
 
5.0%
Other values (10) 11
27.5%
Common
ValueCountFrequency (%)
89
67.4%
) 11
 
8.3%
( 11
 
8.3%
- 6
 
4.5%
1 2
 
1.5%
= 1
 
0.8%
! 1
 
0.8%
3 1
 
0.8%
4 1
 
0.8%
5 1
 
0.8%
Other values (8) 8
 
6.1%
Han
ValueCountFrequency (%)
謝 1
50.0%
感 1
50.0%

Most occurring blocks

ValueCountFrequency (%)
Hangul 587
77.1%
ASCII 170
 
22.3%
None 2
 
0.3%
CJK 2
 
0.3%

Most frequent character per block

ASCII
ValueCountFrequency (%)
89
52.4%
) 11
 
6.5%
( 11
 
6.5%
- 6
 
3.5%
t 5
 
2.9%
e 4
 
2.4%
s 4
 
2.4%
r 3
 
1.8%
i 3
 
1.8%
O 2
 
1.2%
Other values (26) 32
 
18.8%
Hangul
ValueCountFrequency (%)
반 18
 
3.1%
기 15
 
2.6%
초 13
 
2.2%
강 12
 
2.0%
아 12
 
2.0%
활 12
 
2.0%
스 11
 
1.9%
영 11
 
1.9%
자 11
 
1.9%
습 11
 
1.9%
Other values (197) 461
78.5%
None
ValueCountFrequency (%)
· 1
50.0%
  1
50.0%
CJK
ValueCountFrequency (%)
謝 1
50.0%
感 1
50.0%

교육구분
Categorical

HIGH CORRELATION 

Distinct6
Distinct (%)6.5%
Missing0
Missing (%)0.0%
Memory size876.0 B
취미
56 
스포츠
21 
기타
6 
컴퓨터
 
5
어학
 
4

Length

Max length3
Median length2
Mean length2.2795699
Min length2

Unique

Unique1 ?
Unique (%)1.1%

Sample

1st row행사
2nd row스포츠
3rd row스포츠
4th row스포츠
5th row스포츠

Common Values

ValueCountFrequency (%)
취미 56
60.2%
스포츠 21
 
22.6%
기타 6
 
6.5%
컴퓨터 5
 
5.4%
어학 4
 
4.3%
행사 1
 
1.1%

Length

2023-12-12T16:34:00.183635image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T16:34:00.379366image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
취미 56
60.2%
스포츠 21
 
22.6%
기타 6
 
6.5%
컴퓨터 5
 
5.4%
어학 4
 
4.3%
행사 1
 
1.1%

교육장소
Categorical

HIGH CORRELATION 

Distinct12
Distinct (%)12.9%
Missing0
Missing (%)0.0%
Memory size876.0 B
울산광역시 울주군 언양읍 읍성로 169
21 
울산광역시 울주군 온산읍 명봉거남로 2
16 
울산광역시 울주군 범서읍 천상4길 28-14
16 
울산광역시 울주군 온산읍 덕신로 303
15 
울산광역시 울주군 범서읍 구영로 101-16
10 
Other values (7)
15 

Length

Max length34
Median length21
Mean length22.225806
Min length21

Unique

Unique5 ?
Unique (%)5.4%

Sample

1st row울산광역시 울주군 온산읍 명봉거남로 46 온산문화체육센터 1층
2nd row울산광역시 울주군 온산읍 명봉거남로 46
3rd row울산광역시 울주군 온산읍 명봉거남로 46
4th row울산광역시 울주군 온산읍 명봉거남로 46
5th row울산광역시 울주군 온양읍 남창1길 13

Common Values

ValueCountFrequency (%)
울산광역시 울주군 언양읍 읍성로 169 21
22.6%
울산광역시 울주군 온산읍 명봉거남로 2 16
17.2%
울산광역시 울주군 범서읍 천상4길 28-14 16
17.2%
울산광역시 울주군 온산읍 덕신로 303 15
16.1%
울산광역시 울주군 범서읍 구영로 101-16 10
10.8%
울산광역시 울주군 삼남면 울산역로 345 7
 
7.5%
울산광역시 울주군 온산읍 명봉거남로 46 3
 
3.2%
울산광역시 울주군 온산읍 명봉거남로 46 온산문화체육센터 1층 1
 
1.1%
울산광역시 울주군 온양읍 남창1길 13 1
 
1.1%
울산광역시 울주군 범서읍 구영로 101-20 1
 
1.1%
Other values (2) 2
 
2.2%

Length

2023-12-12T16:34:00.781509image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
울산광역시 93
19.9%
울주군 93
19.9%
온산읍 35
 
7.5%
범서읍 28
 
6.0%
언양읍 21
 
4.5%
읍성로 21
 
4.5%
169 21
 
4.5%
명봉거남로 20
 
4.3%
2 16
 
3.4%
천상4길 16
 
3.4%
Other values (18) 103
22.1%

전화번호
Categorical

HIGH CORRELATION 

Distinct11
Distinct (%)11.8%
Missing0
Missing (%)0.0%
Memory size876.0 B
052-229-9160
21 
052-229-9300
16 
052-229-9350
16 
052-229-9220
11 
052-229-9340
9 
Other values (6)
20 

Length

Max length13
Median length12
Mean length12.043011
Min length12

Unique

Unique3 ?
Unique (%)3.2%

Sample

1st row 052-229-9660
2nd row 052-229-9660
3rd row 052-229-9660
4th row 052-229-9660
5th row052-229-9550

Common Values

ValueCountFrequency (%)
052-229-9160 21
22.6%
052-229-9300 16
17.2%
052-229-9350 16
17.2%
052-229-9220 11
11.8%
052-229-9340 9
9.7%
052-229-9400 7
 
7.5%
052-229-9341 6
 
6.5%
052-229-9660 4
 
4.3%
052-229-9550 1
 
1.1%
052-229-9706 1
 
1.1%

Length

2023-12-12T16:34:00.906850image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
052-229-9160 21
22.6%
052-229-9300 16
17.2%
052-229-9350 16
17.2%
052-229-9220 11
11.8%
052-229-9340 9
9.7%
052-229-9400 7
 
7.5%
052-229-9341 6
 
6.5%
052-229-9660 4
 
4.3%
052-229-9550 1
 
1.1%
052-229-9706 1
 
1.1%

접수방법
Categorical

CONSTANT 

Distinct1
Distinct (%)1.1%
Missing0
Missing (%)0.0%
Memory size876.0 B
인터넷
93 

Length

Max length3
Median length3
Mean length3
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
인터넷 93
100.0%

Length

2023-12-12T16:34:01.026091image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T16:34:01.125808image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
인터넷 93
100.0%

데이터 기준일자
Categorical

CONSTANT 

Distinct1
Distinct (%)1.1%
Missing0
Missing (%)0.0%
Memory size876.0 B
2020-09-15
93 

Length

Max length10
Median length10
Mean length10
Min length10

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row2020-09-15
2nd row2020-09-15
3rd row2020-09-15
4th row2020-09-15
5th row2020-09-15

Common Values

ValueCountFrequency (%)
2020-09-15 93
100.0%

Length

2023-12-12T16:34:01.240587image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T16:34:01.360053image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2020-09-15 93
100.0%

Interactions

2023-12-12T16:33:58.460591image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-12T16:34:01.462965image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
프로그램번호기관명프로그램명교육구분교육장소전화번호
프로그램번호1.0000.8630.4880.6270.8650.890
기관명0.8631.0000.0000.8351.0000.999
프로그램명0.4880.0001.0001.0000.0000.000
교육구분0.6270.8351.0001.0000.9220.717
교육장소0.8651.0000.0000.9221.0000.988
전화번호0.8900.9990.0000.7170.9881.000
2023-12-12T16:34:01.585192image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
교육장소교육구분전화번호기관명
교육장소1.0000.5990.9360.994
교육구분0.5991.0000.4580.608
전화번호0.9360.4581.0000.942
기관명0.9940.6080.9421.000
2023-12-12T16:34:01.678726image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
프로그램번호기관명교육구분교육장소전화번호
프로그램번호1.0000.5970.3830.5940.649
기관명0.5971.0000.6080.9940.942
교육구분0.3830.6081.0000.5990.458
교육장소0.5940.9940.5991.0000.936
전화번호0.6490.9420.4580.9361.000

Missing values

2023-12-12T16:33:58.596809image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-12T16:33:58.734325image/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

프로그램번호기관명프로그램명교육구분교육장소전화번호접수방법데이터 기준일자
01대덕 작은도서관북피크닉 울주군 관내 초등학생 자녀를 둔 가족만 신청가능행사울산광역시 울주군 온산읍 명봉거남로 46 온산문화체육센터 1층052-229-9660인터넷2020-09-15
12온산문화체육센터탁구 강습스포츠울산광역시 울주군 온산읍 명봉거남로 46052-229-9660인터넷2020-09-15
23온산문화체육센터배드민턴 강습스포츠울산광역시 울주군 온산읍 명봉거남로 46052-229-9660인터넷2020-09-15
34온산문화체육센터그룹트레이닝스포츠울산광역시 울주군 온산읍 명봉거남로 46052-229-9660인터넷2020-09-15
45온양문화복지센터헬스스포츠울산광역시 울주군 온양읍 남창1길 13052-229-9550인터넷2020-09-15
56울주 서부청소년수련관Ontext로 찾아가는 반구대 암각화의 비밀기타울산광역시 울주군 삼남면 울산역로 345052-229-9400인터넷2020-09-15
67울주 서부청소년수련관수영 - 청소년 강습스포츠울산광역시 울주군 삼남면 울산역로 345052-229-9400인터넷2020-09-15
78울주 서부청소년수련관수영 - 성인 강습스포츠울산광역시 울주군 삼남면 울산역로 345052-229-9400인터넷2020-09-15
89울주 서부청소년수련관자유수영스포츠울산광역시 울주군 삼남면 울산역로 345052-229-9400인터넷2020-09-15
910울주 서부청소년수련관아쿠아로빅스포츠울산광역시 울주군 삼남면 울산역로 345052-229-9400인터넷2020-09-15
프로그램번호기관명프로그램명교육구분교육장소전화번호접수방법데이터 기준일자
8384울주문화의집손뜨개취미울산광역시 울주군 온산읍 덕신로 303052-229-9341인터넷2020-09-15
8485울주문화의집4월 힐링취미울산광역시 울주군 온산읍 덕신로 303052-229-9340인터넷2020-09-15
8586울주문화의집5월 감사(感謝)취미울산광역시 울주군 온산읍 덕신로 303052-229-9340인터넷2020-09-15
8687울주문화의집6월 더 클래스(The Class)취미울산광역시 울주군 온산읍 덕신로 303052-229-9340인터넷2020-09-15
8788울주문화의집7월 아티스트(Artist)취미울산광역시 울주군 온산읍 덕신로 303052-229-9340인터넷2020-09-15
8889울주문화의집8월 아틀리에(Atelier)취미울산광역시 울주군 온산읍 덕신로 303052-229-9340인터넷2020-09-15
8990울주문화의집9월 크로키(Croquis)취미울산광역시 울주군 온산읍 덕신로 303052-229-9340인터넷2020-09-15
9091울주문화의집홈베이킹 2급 자격취득 과정기타울산광역시 울주군 온산읍 덕신로 303052-229-9340인터넷2020-09-15
9192울주문화의집부동산·재테크(돈 되는 경매물건 찾기)기타울산광역시 울주군 온산읍 덕신로 303052-229-9340인터넷2020-09-15
9293울주문화의집11월 나이게 주는 선물취미울산광역시 울주군 온산읍 덕신로 303052-229-9340인터넷2020-09-15