Overview

Dataset statistics

Number of variables9
Number of observations38
Missing cells0
Missing cells (%)0.0%
Duplicate rows2
Duplicate rows (%)5.3%
Total size in memory2.8 KiB
Average record size in memory76.5 B

Variable types

Categorical5
Text3
Numeric1

Dataset

Description부산광역시 북구 관내에서 운영하는 생활체육교실에 관한 데이터로 강의분야, 강좌명, 운영기간(월), 운영시간, 장소, 모집인원, 운영대상, 전화번호, 팩스번호 등의 항목을 제공합니다.
Author부산광역시 북구
URLhttps://www.data.go.kr/data/15028970/fileData.do

Alerts

강의분야 has constant value ""Constant
운영기간(월) has constant value ""Constant
전화번호 has constant value ""Constant
팩스번호 has constant value ""Constant
Dataset has 2 (5.3%) duplicate rowsDuplicates

Reproduction

Analysis started2023-12-12 08:35:58.497838
Analysis finished2023-12-12 08:35:59.275830
Duration0.78 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

강의분야
Categorical

CONSTANT 

Distinct1
Distinct (%)2.6%
Missing0
Missing (%)0.0%
Memory size436.0 B
생활체육교실
38 

Length

Max length6
Median length6
Mean length6
Min length6

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
생활체육교실 38
100.0%

Length

2023-12-12T17:35:59.363704image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T17:35:59.503535image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
생활체육교실 38
100.0%

강좌명
Text

Distinct22
Distinct (%)57.9%
Missing0
Missing (%)0.0%
Memory size436.0 B
2023-12-12T17:35:59.719479image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length13
Median length11
Mean length9.6578947
Min length7

Characters and Unicode

Total characters367
Distinct characters29
Distinct categories4 ?
Distinct scripts2 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique16 ?
Unique (%)42.1%

Sample

1st row아동체육(월)
2nd row아동체육(목)
3rd row생활체조(월,수,금)
4th row헬스교실(월,수,금)
5th row생활체조(화,목)
ValueCountFrequency (%)
노인건강체조(화,목 7
18.4%
노인건강체조(월,수,금 5
13.2%
유아체육(화,목 4
 
10.5%
노인건강체조(수,금 2
 
5.3%
아동체육(월 2
 
5.3%
생활체조(화,목 2
 
5.3%
근력운동(수 1
 
2.6%
타바타(월,수,금 1
 
2.6%
생활체조(월,수 1
 
2.6%
노인건강체조(월 1
 
2.6%
Other values (12) 12
31.6%
2023-12-12T17:36:00.122611image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
( 38
 
10.4%
) 38
 
10.4%
, 36
 
9.8%
체 34
 
9.3%
조 25
 
6.8%
목 16
 
4.4%
인 15
 
4.1%
월 15
 
4.1%
노 15
 
4.1%
화 15
 
4.1%
Other values (19) 120
32.7%

Most occurring categories

ValueCountFrequency (%)
Other Letter 255
69.5%
Open Punctuation 38
 
10.4%
Close Punctuation 38
 
10.4%
Other Punctuation 36
 
9.8%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
체 34
13.3%
조 25
 
9.8%
목 16
 
6.3%
인 15
 
5.9%
월 15
 
5.9%
노 15
 
5.9%
화 15
 
5.9%
강 15
 
5.9%
건 15
 
5.9%
수 14
 
5.5%
Other values (16) 76
29.8%
Open Punctuation
ValueCountFrequency (%)
( 38
100.0%
Close Punctuation
ValueCountFrequency (%)
) 38
100.0%
Other Punctuation
ValueCountFrequency (%)
, 36
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 255
69.5%
Common 112
30.5%

Most frequent character per script

Hangul
ValueCountFrequency (%)
체 34
13.3%
조 25
 
9.8%
목 16
 
6.3%
인 15
 
5.9%
월 15
 
5.9%
노 15
 
5.9%
화 15
 
5.9%
강 15
 
5.9%
건 15
 
5.9%
수 14
 
5.5%
Other values (16) 76
29.8%
Common
ValueCountFrequency (%)
( 38
33.9%
) 38
33.9%
, 36
32.1%

Most occurring blocks

ValueCountFrequency (%)
Hangul 255
69.5%
ASCII 112
30.5%

Most frequent character per block

ASCII
ValueCountFrequency (%)
( 38
33.9%
) 38
33.9%
, 36
32.1%
Hangul
ValueCountFrequency (%)
체 34
13.3%
조 25
 
9.8%
목 16
 
6.3%
인 15
 
5.9%
월 15
 
5.9%
노 15
 
5.9%
화 15
 
5.9%
강 15
 
5.9%
건 15
 
5.9%
수 14
 
5.5%
Other values (16) 76
29.8%

운영기간(월)
Categorical

CONSTANT 

Distinct1
Distinct (%)2.6%
Missing0
Missing (%)0.0%
Memory size436.0 B
01~12
38 

Length

Max length5
Median length5
Mean length5
Min length5

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row01~12
2nd row01~12
3rd row01~12
4th row01~12
5th row01~12

Common Values

ValueCountFrequency (%)
01~12 38
100.0%

Length

2023-12-12T17:36:00.330761image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T17:36:00.451045image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
01~12 38
100.0%

운영시간
Text

Distinct25
Distinct (%)65.8%
Missing0
Missing (%)0.0%
Memory size436.0 B
2023-12-12T17:36:00.663394image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length12
Median length11
Mean length11.052632
Min length11

Characters and Unicode

Total characters420
Distinct characters11
Distinct categories4 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique15 ?
Unique (%)39.5%

Sample

1st row15:30~16:20
2nd row15:00~15:50
3rd row09:40~10:30
4th row14:00~15:00
5th row09:40~10:30
ValueCountFrequency (%)
15:00~15:40 4
 
10.5%
14:00~14:40 3
 
7.9%
14:30~15:20 2
 
5.3%
15:00~15:50 2
 
5.3%
10:30~11:20 2
 
5.3%
10:20~11:00 2
 
5.3%
16:00~16:50 2
 
5.3%
10:00~10:50 2
 
5.3%
16:00~16:40 2
 
5.3%
09:40~10:30 2
 
5.3%
Other values (14) 15
39.5%
2023-12-12T17:36:01.119596image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
0 120
28.6%
1 80
19.0%
: 76
18.1%
~ 38
 
9.0%
4 33
 
7.9%
5 29
 
6.9%
3 16
 
3.8%
2 12
 
2.9%
6 11
 
2.6%
9 3
 
0.7%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 304
72.4%
Other Punctuation 76
 
18.1%
Math Symbol 38
 
9.0%
Space Separator 2
 
0.5%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
0 120
39.5%
1 80
26.3%
4 33
 
10.9%
5 29
 
9.5%
3 16
 
5.3%
2 12
 
3.9%
6 11
 
3.6%
9 3
 
1.0%
Other Punctuation
ValueCountFrequency (%)
: 76
100.0%
Math Symbol
ValueCountFrequency (%)
~ 38
100.0%
Space Separator
ValueCountFrequency (%)
2
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 420
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
0 120
28.6%
1 80
19.0%
: 76
18.1%
~ 38
 
9.0%
4 33
 
7.9%
5 29
 
6.9%
3 16
 
3.8%
2 12
 
2.9%
6 11
 
2.6%
9 3
 
0.7%

Most occurring blocks

ValueCountFrequency (%)
ASCII 420
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
0 120
28.6%
1 80
19.0%
: 76
18.1%
~ 38
 
9.0%
4 33
 
7.9%
5 29
 
6.9%
3 16
 
3.8%
2 12
 
2.9%
6 11
 
2.6%
9 3
 
0.7%

장소
Text

Distinct28
Distinct (%)73.7%
Missing0
Missing (%)0.0%
Memory size436.0 B
2023-12-12T17:36:01.675021image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length11
Median length10
Mean length8.1315789
Min length5

Characters and Unicode

Total characters309
Distinct characters89
Distinct categories3 ?
Distinct scripts3 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique21 ?
Unique (%)55.3%

Sample

1st row율리아이꿈자람터
2nd row금곡아이꿈자람터
3rd row만덕백양생활체육관
4th row덕천1동주민센터
5th row만덕백양생활체육관
ValueCountFrequency (%)
만덕백양생활체육관 4
 
10.5%
화명종합사회복지관 3
 
7.9%
금명초병설유치원 2
 
5.3%
만덕종합사회복지관 2
 
5.3%
화잠초병설유치원 2
 
5.3%
화명생태공원 2
 
5.3%
북구장애인종합복지관 2
 
5.3%
코오롱경로당 1
 
2.6%
중리경로당 1
 
2.6%
벽산그린타운경로당 1
 
2.6%
Other values (18) 18
47.4%
2023-12-12T17:36:02.030839image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
관 13
 
4.2%
지 12
 
3.9%
경 10
 
3.2%
덕 10
 
3.2%
화 10
 
3.2%
합 9
 
2.9%
종 9
 
2.9%
당 9
 
2.9%
복 9
 
2.9%
로 9
 
2.9%
Other values (79) 209
67.6%

Most occurring categories

ValueCountFrequency (%)
Other Letter 304
98.4%
Decimal Number 4
 
1.3%
Uppercase Letter 1
 
0.3%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
관 13
 
4.3%
지 12
 
3.9%
경 10
 
3.3%
덕 10
 
3.3%
화 10
 
3.3%
합 9
 
3.0%
종 9
 
3.0%
당 9
 
3.0%
복 9
 
3.0%
로 9
 
3.0%
Other values (76) 204
67.1%
Decimal Number
ValueCountFrequency (%)
2 2
50.0%
1 2
50.0%
Uppercase Letter
ValueCountFrequency (%)
B 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 304
98.4%
Common 4
 
1.3%
Latin 1
 
0.3%

Most frequent character per script

Hangul
ValueCountFrequency (%)
관 13
 
4.3%
지 12
 
3.9%
경 10
 
3.3%
덕 10
 
3.3%
화 10
 
3.3%
합 9
 
3.0%
종 9
 
3.0%
당 9
 
3.0%
복 9
 
3.0%
로 9
 
3.0%
Other values (76) 204
67.1%
Common
ValueCountFrequency (%)
2 2
50.0%
1 2
50.0%
Latin
ValueCountFrequency (%)
B 1
100.0%

Most occurring blocks

ValueCountFrequency (%)
Hangul 304
98.4%
ASCII 5
 
1.6%

Most frequent character per block

Hangul
ValueCountFrequency (%)
관 13
 
4.3%
지 12
 
3.9%
경 10
 
3.3%
덕 10
 
3.3%
화 10
 
3.3%
합 9
 
3.0%
종 9
 
3.0%
당 9
 
3.0%
복 9
 
3.0%
로 9
 
3.0%
Other values (76) 204
67.1%
ASCII
ValueCountFrequency (%)
2 2
40.0%
1 2
40.0%
B 1
20.0%

모집인원
Real number (ℝ)

Distinct20
Distinct (%)52.6%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean84.210526
Minimum35
Maximum180
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size474.0 B
2023-12-12T17:36:02.147748image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum35
5-th percentile39.25
Q156
median70
Q3116.25
95-th percentile156.6
Maximum180
Range145
Interquartile range (IQR)60.25

Descriptive statistics

Standard deviation36.780693
Coefficient of variation (CV)0.43677072
Kurtosis-0.060116222
Mean84.210526
Median Absolute Deviation (MAD)22
Skewness0.79154058
Sum3200
Variance1352.8193
MonotonicityNot monotonic
2023-12-12T17:36:02.271438image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=20)
ValueCountFrequency (%)
120 6
15.8%
70 6
15.8%
48 3
 
7.9%
105 3
 
7.9%
35 2
 
5.3%
56 2
 
5.3%
60 2
 
5.3%
80 2
 
5.3%
156 1
 
2.6%
126 1
 
2.6%
Other values (10) 10
26.3%
ValueCountFrequency (%)
35 2
5.3%
40 1
 
2.6%
48 3
7.9%
49 1
 
2.6%
50 1
 
2.6%
55 1
 
2.6%
56 2
5.3%
60 2
5.3%
63 1
 
2.6%
64 1
 
2.6%
ValueCountFrequency (%)
180 1
 
2.6%
160 1
 
2.6%
156 1
 
2.6%
126 1
 
2.6%
120 6
15.8%
105 3
7.9%
100 1
 
2.6%
96 1
 
2.6%
80 2
 
5.3%
70 6
15.8%

운영대상
Categorical

Distinct7
Distinct (%)18.4%
Missing0
Missing (%)0.0%
Memory size436.0 B
어르신
16 
남녀노소
6 
초등학생
5 
장애인
4 
유아
4 
Other values (2)
3 

Length

Max length5
Median length3
Mean length3.2368421
Min length2

Unique

Unique1 ?
Unique (%)2.6%

Sample

1st row초등학생
2nd row초등학생
3rd row남녀노소
4th row남녀노소
5th row남녀노소

Common Values

ValueCountFrequency (%)
어르신 16
42.1%
남녀노소 6
 
15.8%
초등학생 5
 
13.2%
장애인 4
 
10.5%
유아 4
 
10.5%
중장년 2
 
5.3%
다문화가정 1
 
2.6%

Length

2023-12-12T17:36:02.409027image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T17:36:02.543857image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
어르신 16
42.1%
남녀노소 6
 
15.8%
초등학생 5
 
13.2%
장애인 4
 
10.5%
유아 4
 
10.5%
중장년 2
 
5.3%
다문화가정 1
 
2.6%

전화번호
Categorical

CONSTANT 

Distinct1
Distinct (%)2.6%
Missing0
Missing (%)0.0%
Memory size436.0 B
051-309-4988
38 

Length

Max length12
Median length12
Mean length12
Min length12

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row051-309-4988
2nd row051-309-4988
3rd row051-309-4988
4th row051-309-4988
5th row051-309-4988

Common Values

ValueCountFrequency (%)
051-309-4988 38
100.0%

Length

2023-12-12T17:36:02.728698image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T17:36:02.843287image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
051-309-4988 38
100.0%

팩스번호
Categorical

CONSTANT 

Distinct1
Distinct (%)2.6%
Missing0
Missing (%)0.0%
Memory size436.0 B
051-309-4710
38 

Length

Max length12
Median length12
Mean length12
Min length12

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row051-309-4710
2nd row051-309-4710
3rd row051-309-4710
4th row051-309-4710
5th row051-309-4710

Common Values

ValueCountFrequency (%)
051-309-4710 38
100.0%

Length

2023-12-12T17:36:02.963694image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T17:36:03.095556image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
051-309-4710 38
100.0%

Interactions

2023-12-12T17:35:58.850868image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-12T17:36:03.174415image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
강좌명운영시간장소모집인원운영대상
강좌명1.0000.8170.7950.0001.000
운영시간0.8171.0000.8990.3370.957
장소0.7950.8991.0000.9630.928
모집인원0.0000.3370.9631.0000.101
운영대상1.0000.9570.9280.1011.000
2023-12-12T17:36:03.304296image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
모집인원운영대상
모집인원1.0000.000
운영대상0.0001.000

Missing values

2023-12-12T17:35:59.017404image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-12T17:35:59.207174image/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

강의분야강좌명운영기간(월)운영시간장소모집인원운영대상전화번호팩스번호
0생활체육교실아동체육(월)01~1215:30~16:20율리아이꿈자람터48초등학생051-309-4988051-309-4710
1생활체육교실아동체육(목)01~1215:00~15:50금곡아이꿈자람터60초등학생051-309-4988051-309-4710
2생활체육교실생활체조(월,수,금)01~1209:40~10:30만덕백양생활체육관120남녀노소051-309-4988051-309-4710
3생활체육교실헬스교실(월,수,금)01~1214:00~15:00덕천1동주민센터120남녀노소051-309-4988051-309-4710
4생활체육교실생활체조(화,목)01~1209:40~10:30만덕백양생활체육관70남녀노소051-309-4988051-309-4710
5생활체육교실생활체조(화,목)01~1210:40~11:30만덕백양생활체육관70남녀노소051-309-4988051-309-4710
6생활체육교실타바타(월,수,금)01~1210:00~10:50유림아파트부녀회100남녀노소051-309-4988051-309-4710
7생활체육교실생활체조(월)01~1214:00~14:50북구장애인종합복지관55장애인051-309-4988051-309-4710
8생활체육교실아동체육(월,금)01~1216:00~16:50반딧불이지역아동센터60초등학생051-309-4988051-309-4710
9생활체육교실생활체조(화)01~1210:30~11:20화명종합사회복지관35장애인051-309-4988051-309-4710
강의분야강좌명운영기간(월)운영시간장소모집인원운영대상전화번호팩스번호
28생활체육교실노인건강체조(수,금)01~1216:00~16:40경남아너스빌경로당80어르신051-309-4988051-309-4710
29생활체육교실노인건강체조(화,목)01~1213:50~14:30화명생태공원105어르신051-309-4988051-309-4710
30생활체육교실노인건강체조(화,목)01~1214:50~15:30벽산그린타운경로당70어르신051-309-4988051-309-4710
31생활체육교실노인건강체조(화,목)01~1215:40~16:20태평양아파트경로당49어르신051-309-4988051-309-4710
32생활체육교실노인건강체조(월,수,금)01~1210:00~10:40공창종합사회복지관120어르신051-309-4988051-309-4710
33생활체육교실노인건강체조(월,수,금)01~1214:00~14:40덕천경로당96어르신051-309-4988051-309-4710
34생활체육교실노인건강체조(월,수,금)01~1215:00~15:40덕천2동경로당180어르신051-309-4988051-309-4710
35생활체육교실노인건강체조(화,목)01~1210:20~11:00화명종합사회복지관70어르신051-309-4988051-309-4710
36생활체육교실노인건강체조(화,목)01~1214:20~15:00코오롱경로당63어르신051-309-4988051-309-4710
37생활체육교실노인건강체조(화,목)01~1215:20~16:00화명도시그린21B126어르신051-309-4988051-309-4710

Duplicate rows

Most frequently occurring

강의분야강좌명운영기간(월)운영시간장소모집인원운영대상전화번호팩스번호# duplicates
0생활체육교실유아체육(화,목)01~1213:40~14:20금명초병설유치원56유아051-309-4988051-309-47102
1생활체육교실유아체육(화,목)01~1215:00~15:40화잠초병설유치원70유아051-309-4988051-309-47102