Overview

Dataset statistics

Number of variables11
Number of observations79
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory6.9 KiB
Average record size in memory89.7 B

Variable types

Categorical7
Text1
DateTime3

Dataset

Description인천광역시 부평구시설관리공단에서 운영하는 부평남부체육센터에의 강좌 현황 정보를 제공합니다.(수영, 헬스, GX, 문화강좌)
Author인천광역시부평구시설관리공단
URLhttps://www.data.go.kr/data/15124811/fileData.do

Alerts

데이터기준일자 has constant value ""Constant
기타사항 is highly overall correlated with 종목 and 3 other fieldsHigh correlation
요일 is highly overall correlated with 종목 and 3 other fieldsHigh correlation
종목 is highly overall correlated with 대상 and 3 other fieldsHigh correlation
대상 is highly overall correlated with 종목 and 2 other fieldsHigh correlation
요금 is highly overall correlated with 종목 and 5 other fieldsHigh correlation
청소년요금 is highly overall correlated with 요일 and 3 other fieldsHigh correlation
어린이요금 is highly overall correlated with 대상 and 2 other fieldsHigh correlation
대상 is highly imbalanced (75.1%)Imbalance
어린이요금 is highly imbalanced (60.5%)Imbalance
기타사항 is highly imbalanced (83.0%)Imbalance

Reproduction

Analysis started2023-12-12 21:57:39.386593
Analysis finished2023-12-12 21:57:40.271205
Duration0.88 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

종목
Categorical

HIGH CORRELATION 

Distinct11
Distinct (%)13.9%
Missing0
Missing (%)0.0%
Memory size764.0 B
수영
26 
배드민턴
14 
탁구
14 
요가
6 
댄스
6 
Other values (6)
13 

Length

Max length7
Median length2
Mean length2.6835443
Min length2

Unique

Unique1 ?
Unique (%)1.3%

Sample

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

Common Values

ValueCountFrequency (%)
수영 26
32.9%
배드민턴 14
17.7%
탁구 14
17.7%
요가 6
 
7.6%
댄스 6
 
7.6%
아쿠아로빅 4
 
5.1%
헬스 2
 
2.5%
필라테스 2
 
2.5%
줌바 2
 
2.5%
어린이방송댄스 2
 
2.5%

Length

2023-12-13T06:57:40.346546image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
수영 26
32.9%
배드민턴 14
17.7%
탁구 14
17.7%
요가 6
 
7.6%
댄스 6
 
7.6%
아쿠아로빅 4
 
5.1%
헬스 2
 
2.5%
필라테스 2
 
2.5%
줌바 2
 
2.5%
어린이방송댄스 2
 
2.5%

반명
Text

Distinct46
Distinct (%)58.2%
Missing0
Missing (%)0.0%
Memory size764.0 B
2023-12-13T06:57:40.577100image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length12
Median length10
Mean length5.4303797
Min length2

Characters and Unicode

Total characters429
Distinct characters67
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

Unique24 ?
Unique (%)30.4%

Sample

1st row새벽1반
2nd row새벽1반
3rd row새벽2반
4th row새벽2반
5th row오전1반
ValueCountFrequency (%)
일일배드민턴 6
 
6.4%
일일탁구 6
 
6.4%
일일입장 5
 
5.3%
다이어트 3
 
3.2%
댄스 3
 
3.2%
탁구2반 2
 
2.1%
2반 2
 
2.1%
라인댄스 2
 
2.1%
어린이방송댄스 2
 
2.1%
1반 2
 
2.1%
Other values (43) 61
64.9%
2023-12-13T06:57:40.964132image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
반 53
 
12.4%
일 36
 
8.4%
2 19
 
4.4%
1 19
 
4.4%
구 16
 
3.7%
15
 
3.5%
배 14
 
3.3%
탁 14
 
3.3%
턴 14
 
3.3%
민 14
 
3.3%
Other values (57) 215
50.1%

Most occurring categories

ValueCountFrequency (%)
Other Letter 363
84.6%
Decimal Number 51
 
11.9%
Space Separator 15
 
3.5%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
반 53
 
14.6%
일 36
 
9.9%
구 16
 
4.4%
배 14
 
3.9%
탁 14
 
3.9%
턴 14
 
3.9%
민 14
 
3.9%
드 14
 
3.9%
스 12
 
3.3%
이 12
 
3.3%
Other values (52) 164
45.2%
Decimal Number
ValueCountFrequency (%)
2 19
37.3%
1 19
37.3%
3 9
17.6%
4 4
 
7.8%
Space Separator
ValueCountFrequency (%)
15
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 363
84.6%
Common 66
 
15.4%

Most frequent character per script

Hangul
ValueCountFrequency (%)
반 53
 
14.6%
일 36
 
9.9%
구 16
 
4.4%
배 14
 
3.9%
탁 14
 
3.9%
턴 14
 
3.9%
민 14
 
3.9%
드 14
 
3.9%
스 12
 
3.3%
이 12
 
3.3%
Other values (52) 164
45.2%
Common
ValueCountFrequency (%)
2 19
28.8%
1 19
28.8%
15
22.7%
3 9
13.6%
4 4
 
6.1%

Most occurring blocks

ValueCountFrequency (%)
Hangul 363
84.6%
ASCII 66
 
15.4%

Most frequent character per block

Hangul
ValueCountFrequency (%)
반 53
 
14.6%
일 36
 
9.9%
구 16
 
4.4%
배 14
 
3.9%
탁 14
 
3.9%
턴 14
 
3.9%
민 14
 
3.9%
드 14
 
3.9%
스 12
 
3.3%
이 12
 
3.3%
Other values (52) 164
45.2%
ASCII
ValueCountFrequency (%)
2 19
28.8%
1 19
28.8%
15
22.7%
3 9
13.6%
4 4
 
6.1%

시작시간
Date

Distinct23
Distinct (%)29.1%
Missing0
Missing (%)0.0%
Memory size764.0 B
Minimum2023-12-13 06:00:00
Maximum2023-12-13 20:00:00
2023-12-13T06:57:41.113731image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T06:57:41.239355image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=23)

종료시간
Date

Distinct29
Distinct (%)36.7%
Missing0
Missing (%)0.0%
Memory size764.0 B
Minimum2023-12-13 06:50:00
Maximum2023-12-13 21:30:00
2023-12-13T06:57:41.390942image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T06:57:41.549321image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=29)

대상
Categorical

HIGH CORRELATION  IMBALANCE 

Distinct5
Distinct (%)6.3%
Missing0
Missing (%)0.0%
Memory size764.0 B
성인/청소년
72 
초등학생
 
4
초등학생(고학년)
 
1
초등학생(저학년)
 
1
청소년
 
1

Length

Max length9
Median length6
Mean length5.9367089
Min length3

Unique

Unique3 ?
Unique (%)3.8%

Sample

1st row성인/청소년
2nd row성인/청소년
3rd row성인/청소년
4th row성인/청소년
5th row성인/청소년

Common Values

ValueCountFrequency (%)
성인/청소년 72
91.1%
초등학생 4
 
5.1%
초등학생(고학년) 1
 
1.3%
초등학생(저학년) 1
 
1.3%
청소년 1
 
1.3%

Length

2023-12-13T06:57:41.711483image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T06:57:41.818500image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
성인/청소년 72
91.1%
초등학생 4
 
5.1%
초등학생(고학년 1
 
1.3%
초등학생(저학년 1
 
1.3%
청소년 1
 
1.3%

요일
Categorical

HIGH CORRELATION 

Distinct6
Distinct (%)7.6%
Missing0
Missing (%)0.0%
Memory size764.0 B
화/목
29 
월/수/금
27 
월/화/수/목/금
18 
토/공휴일
 
2
월/화/수/목/금/토
 
2

Length

Max length11
Median length9
Mean length5.278481
Min length1

Unique

Unique1 ?
Unique (%)1.3%

Sample

1st row월/수/금
2nd row화/목
3rd row월/수/금
4th row화/목
5th row월/수/금

Common Values

ValueCountFrequency (%)
화/목 29
36.7%
월/수/금 27
34.2%
월/화/수/목/금 18
22.8%
토/공휴일 2
 
2.5%
월/화/수/목/금/토 2
 
2.5%
토 1
 
1.3%

Length

2023-12-13T06:57:41.946311image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T06:57:42.070528image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
화/목 29
36.7%
월/수/금 27
34.2%
월/화/수/목/금 18
22.8%
토/공휴일 2
 
2.5%
월/화/수/목/금/토 2
 
2.5%
토 1
 
1.3%

요금
Categorical

HIGH CORRELATION 

Distinct10
Distinct (%)12.7%
Missing0
Missing (%)0.0%
Memory size764.0 B
40000
16 
2000
12 
50000
11 
60000
9 
55000
9 
Other values (5)
22 

Length

Max length9
Median length5
Mean length5.1139241
Min length4

Unique

Unique2 ?
Unique (%)2.5%

Sample

1st row60000
2nd row55000
3rd row60000
4th row55000
5th row60000

Common Values

ValueCountFrequency (%)
40000 16
20.3%
2000 12
15.2%
50000 11
13.9%
60000 9
11.4%
55000 9
11.4%
45000 9
11.4%
어린이요금만 있음 6
 
7.6%
5000 5
 
6.3%
3000 1
 
1.3%
청소년요금만있음 1
 
1.3%

Length

2023-12-13T06:57:42.549266image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T06:57:42.701472image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
40000 16
18.8%
2000 12
14.1%
50000 11
12.9%
60000 9
10.6%
55000 9
10.6%
45000 9
10.6%
어린이요금만 6
 
7.1%
있음 6
 
7.1%
5000 5
 
5.9%
3000 1
 
1.2%

청소년요금
Categorical

HIGH CORRELATION 

Distinct9
Distinct (%)11.4%
Missing0
Missing (%)0.0%
Memory size764.0 B
45000
18 
40000
16 
50000
15 
2000
14 
어린이요금만 있음
6 
Other values (4)
10 

Length

Max length9
Median length5
Mean length5.0632911
Min length4

Unique

Unique1 ?
Unique (%)1.3%

Sample

1st row50000
2nd row45000
3rd row50000
4th row45000
5th row50000

Common Values

ValueCountFrequency (%)
45000 18
22.8%
40000 16
20.3%
50000 15
19.0%
2000 14
17.7%
어린이요금만 있음 6
 
7.6%
4000 5
 
6.3%
60000 2
 
2.5%
55000 2
 
2.5%
35000 1
 
1.3%

Length

2023-12-13T06:57:42.846662image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T06:57:42.962596image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
45000 18
21.2%
40000 16
18.8%
50000 15
17.6%
2000 14
16.5%
어린이요금만 6
 
7.1%
있음 6
 
7.1%
4000 5
 
5.9%
60000 2
 
2.4%
55000 2
 
2.4%
35000 1
 
1.2%

어린이요금
Categorical

HIGH CORRELATION  IMBALANCE 

Distinct4
Distinct (%)5.1%
Missing0
Missing (%)0.0%
Memory size764.0 B
어린이요금 없음
68 
3000
 
5
40000
 
4
45000
 
2

Length

Max length8
Median length8
Mean length7.5189873
Min length4

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row어린이요금 없음
2nd row어린이요금 없음
3rd row어린이요금 없음
4th row어린이요금 없음
5th row어린이요금 없음

Common Values

ValueCountFrequency (%)
어린이요금 없음 68
86.1%
3000 5
 
6.3%
40000 4
 
5.1%
45000 2
 
2.5%

Length

2023-12-13T06:57:43.128059image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T06:57:43.249736image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
어린이요금 68
46.3%
없음 68
46.3%
3000 5
 
3.4%
40000 4
 
2.7%
45000 2
 
1.4%

기타사항
Categorical

HIGH CORRELATION  IMBALANCE 

Distinct2
Distinct (%)2.5%
Missing0
Missing (%)0.0%
Memory size764.0 B
기타사항 없음
77 
토요일 : 9:00~15:50
 
2

Length

Max length16
Median length7
Mean length7.2278481
Min length7

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row기타사항 없음
2nd row기타사항 없음
3rd row기타사항 없음
4th row기타사항 없음
5th row기타사항 없음

Common Values

ValueCountFrequency (%)
기타사항 없음 77
97.5%
토요일 : 9:00~15:50 2
 
2.5%

Length

2023-12-13T06:57:43.383512image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T06:57:43.477416image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
기타사항 77
48.1%
없음 77
48.1%
토요일 2
 
1.2%
2
 
1.2%
9:00~15:50 2
 
1.2%

데이터기준일자
Date

CONSTANT 

Distinct1
Distinct (%)1.3%
Missing0
Missing (%)0.0%
Memory size764.0 B
Minimum2023-10-31 00:00:00
Maximum2023-10-31 00:00:00
2023-12-13T06:57:43.582030image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T06:57:43.688388image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=1)

Correlations

2023-12-13T06:57:43.767910image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
종목반명시작시간종료시간대상요일요금청소년요금어린이요금기타사항
종목1.0001.0000.9120.9540.8480.8230.8170.7720.5441.000
반명1.0001.0000.9960.9881.0000.8770.9610.9250.8741.000
시작시간0.9120.9961.0000.9960.8130.7520.7870.6180.6980.611
종료시간0.9540.9880.9961.0000.8440.7450.8200.5930.7280.527
대상0.8481.0000.8130.8441.0000.6060.9360.6270.6870.000
요일0.8230.8770.7520.7450.6061.0000.9300.8550.5431.000
요금0.8170.9610.7870.8200.9360.9301.0000.9270.9050.864
청소년요금0.7720.9250.6180.5930.6270.8550.9271.0000.8830.676
어린이요금0.5440.8740.6980.7280.6870.5430.9050.8831.0000.000
기타사항1.0001.0000.6110.5270.0001.0000.8640.6760.0001.000
2023-12-13T06:57:43.886104image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
청소년요금기타사항어린이요금요일종목대상요금
청소년요금1.0000.6530.7660.6180.4840.4130.758
기타사항0.6531.0000.0000.9740.9400.0000.659
어린이요금0.7660.0001.0000.3750.3420.6170.757
요일0.6180.9740.3751.0000.5870.4620.798
종목0.4840.9400.3420.5871.0000.6480.523
대상0.4130.0000.6170.4620.6481.0000.637
요금0.7580.6590.7570.7980.5230.6371.000
2023-12-13T06:57:43.999733image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
종목대상요일요금청소년요금어린이요금기타사항
종목1.0000.6480.5870.5230.4840.3420.940
대상0.6481.0000.4620.6370.4130.6170.000
요일0.5870.4621.0000.7980.6180.3750.974
요금0.5230.6370.7981.0000.7580.7570.659
청소년요금0.4840.4130.6180.7581.0000.7660.653
어린이요금0.3420.6170.3750.7570.7661.0000.000
기타사항0.9400.0000.9740.6590.6530.0001.000

Missing values

2023-12-13T06:57:40.027680image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-13T06:57:40.206307image/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

종목반명시작시간종료시간대상요일요금청소년요금어린이요금기타사항데이터기준일자
0수영새벽1반06:00:0006:50:00성인/청소년월/수/금6000050000어린이요금 없음기타사항 없음2023-10-31
1수영새벽1반06:00:0006:50:00성인/청소년화/목5500045000어린이요금 없음기타사항 없음2023-10-31
2수영새벽2반07:00:0007:50:00성인/청소년월/수/금6000050000어린이요금 없음기타사항 없음2023-10-31
3수영새벽2반07:00:0007:50:00성인/청소년화/목5500045000어린이요금 없음기타사항 없음2023-10-31
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