Overview

Dataset statistics

Number of variables14
Number of observations41
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory4.7 KiB
Average record size in memory116.2 B

Variable types

Categorical11
DateTime3

Dataset

Description여수시도시관리공단이 관리하는 망마국민체육센터에서 진행하는 프로그램의 교육시간, 교육내용 등 정보를 제공합니다.
Author여수시도시관리공단
URLhttps://www.data.go.kr/data/15112570/fileData.do

Alerts

강좌내용 has constant value ""Constant
교육방법구분 has constant value ""Constant
교육장도로명주소 has constant value ""Constant
운영기관명 has constant value ""Constant
운영기관전화번호 has constant value ""Constant
접수방법구분 has constant value ""Constant
데이터기준일자 has constant value ""Constant
운영요일 is highly overall correlated with 강좌명 and 3 other fieldsHigh correlation
강좌정원수 is highly overall correlated with 강좌명 and 3 other fieldsHigh correlation
강좌명 is highly overall correlated with 교육대상구분 and 3 other fieldsHigh correlation
교육대상구분 is highly overall correlated with 강좌명 and 3 other fieldsHigh correlation
수강료 is highly overall correlated with 강좌명 and 3 other fieldsHigh correlation
교육대상구분 is highly imbalanced (83.5%)Imbalance
운영요일 is highly imbalanced (71.9%)Imbalance

Reproduction

Analysis started2024-05-11 07:47:46.600221
Analysis finished2024-05-11 07:47:48.430307
Duration1.83 second
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

강좌명
Categorical

HIGH CORRELATION 

Distinct10
Distinct (%)24.4%
Missing0
Missing (%)0.0%
Memory size460.0 B
초급반
8 
중급반
8 
고급반
8 
마스터반
8 
어린이반(중급)
2 
Other values (5)
7 

Length

Max length8
Median length3
Mean length3.8536585
Min length3

Unique

Unique3 ?
Unique (%)7.3%

Sample

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

Common Values

ValueCountFrequency (%)
초급반 8
19.5%
중급반 8
19.5%
고급반 8
19.5%
마스터반 8
19.5%
어린이반(중급) 2
 
4.9%
어린이반(고급) 2
 
4.9%
실버반 2
 
4.9%
어린이반(초급) 1
 
2.4%
어린이반 1
 
2.4%
자유수영 1
 
2.4%

Length

2024-05-11T16:47:48.593521image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-05-11T16:47:48.884238image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
초급반 8
19.5%
중급반 8
19.5%
고급반 8
19.5%
마스터반 8
19.5%
어린이반(중급 2
 
4.9%
어린이반(고급 2
 
4.9%
실버반 2
 
4.9%
어린이반(초급 1
 
2.4%
어린이반 1
 
2.4%
자유수영 1
 
2.4%

교육시작시각
Date

Distinct12
Distinct (%)29.3%
Missing0
Missing (%)0.0%
Memory size460.0 B
Minimum2024-05-11 06:00:00
Maximum2024-05-11 19:30:00
2024-05-11T16:47:49.154058image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-05-11T16:47:49.390559image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=12)

교육종료시각
Date

Distinct12
Distinct (%)29.3%
Missing0
Missing (%)0.0%
Memory size460.0 B
Minimum2024-05-11 06:50:00
Maximum2024-05-11 20:20:00
2024-05-11T16:47:49.610243image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-05-11T16:47:49.874914image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=12)

강좌내용
Categorical

CONSTANT 

Distinct1
Distinct (%)2.4%
Missing0
Missing (%)0.0%
Memory size460.0 B
수영
41 

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
수영 41
100.0%

Length

2024-05-11T16:47:50.118597image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-05-11T16:47:50.370593image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
수영 41
100.0%

교육대상구분
Categorical

HIGH CORRELATION  IMBALANCE 

Distinct2
Distinct (%)4.9%
Missing0
Missing (%)0.0%
Memory size460.0 B
여수시민
40 
제한없음
 
1

Length

Max length4
Median length4
Mean length4
Min length4

Unique

Unique1 ?
Unique (%)2.4%

Sample

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

Common Values

ValueCountFrequency (%)
여수시민 40
97.6%
제한없음 1
 
2.4%

Length

2024-05-11T16:47:50.695164image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-05-11T16:47:50.937254image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
여수시민 40
97.6%
제한없음 1
 
2.4%

교육방법구분
Categorical

CONSTANT 

Distinct1
Distinct (%)2.4%
Missing0
Missing (%)0.0%
Memory size460.0 B
오프라인
41 

Length

Max length4
Median length4
Mean length4
Min length4

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
오프라인 41
100.0%

Length

2024-05-11T16:47:51.218638image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-05-11T16:47:51.448388image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
오프라인 41
100.0%

운영요일
Categorical

HIGH CORRELATION  IMBALANCE 

Distinct3
Distinct (%)7.3%
Missing0
Missing (%)0.0%
Memory size460.0 B
월,화,수,목,금
38 
월,수,금
 
2
월,화,수,목,금,토
 
1

Length

Max length11
Median length9
Mean length8.8536585
Min length5

Unique

Unique1 ?
Unique (%)2.4%

Sample

1st row월,화,수,목,금
2nd row월,화,수,목,금
3rd row월,화,수,목,금
4th row월,화,수,목,금
5th row월,화,수,목,금

Common Values

ValueCountFrequency (%)
월,화,수,목,금 38
92.7%
월,수,금 2
 
4.9%
월,화,수,목,금,토 1
 
2.4%

Length

2024-05-11T16:47:51.772431image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-05-11T16:47:52.018266image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
월,화,수,목,금 38
92.7%
월,수,금 2
 
4.9%
월,화,수,목,금,토 1
 
2.4%

강좌정원수
Categorical

HIGH CORRELATION 

Distinct4
Distinct (%)9.8%
Missing0
Missing (%)0.0%
Memory size460.0 B
25
26 
30
8 
20
6 
제한없음
 
1

Length

Max length4
Median length2
Mean length2.0487805
Min length2

Unique

Unique1 ?
Unique (%)2.4%

Sample

1st row25
2nd row25
3rd row25
4th row25
5th row25

Common Values

ValueCountFrequency (%)
25 26
63.4%
30 8
 
19.5%
20 6
 
14.6%
제한없음 1
 
2.4%

Length

2024-05-11T16:47:52.545835image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-05-11T16:47:52.982127image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
25 26
63.4%
30 8
 
19.5%
20 6
 
14.6%
제한없음 1
 
2.4%

수강료
Categorical

HIGH CORRELATION 

Distinct3
Distinct (%)7.3%
Missing0
Missing (%)0.0%
Memory size460.0 B
72500
32 
42500
8 
60000
 
1

Length

Max length5
Median length5
Mean length5
Min length5

Unique

Unique1 ?
Unique (%)2.4%

Sample

1st row72500
2nd row72500
3rd row72500
4th row72500
5th row72500

Common Values

ValueCountFrequency (%)
72500 32
78.0%
42500 8
 
19.5%
60000 1
 
2.4%

Length

2024-05-11T16:47:53.290726image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-05-11T16:47:53.495980image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
72500 32
78.0%
42500 8
 
19.5%
60000 1
 
2.4%

교육장도로명주소
Categorical

CONSTANT 

Distinct1
Distinct (%)2.4%
Missing0
Missing (%)0.0%
Memory size460.0 B
전라남도 여수시 내동1길 2
41 

Length

Max length15
Median length15
Mean length15
Min length15

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row전라남도 여수시 내동1길 2
2nd row전라남도 여수시 내동1길 2
3rd row전라남도 여수시 내동1길 2
4th row전라남도 여수시 내동1길 2
5th row전라남도 여수시 내동1길 2

Common Values

ValueCountFrequency (%)
전라남도 여수시 내동1길 2 41
100.0%

Length

2024-05-11T16:47:53.708611image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-05-11T16:47:53.908085image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
전라남도 41
25.0%
여수시 41
25.0%
내동1길 41
25.0%
2 41
25.0%

운영기관명
Categorical

CONSTANT 

Distinct1
Distinct (%)2.4%
Missing0
Missing (%)0.0%
Memory size460.0 B
여수시도시관리공단
41 

Length

Max length9
Median length9
Mean length9
Min length9

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
여수시도시관리공단 41
100.0%

Length

2024-05-11T16:47:54.127473image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-05-11T16:47:54.417075image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
여수시도시관리공단 41
100.0%

운영기관전화번호
Categorical

CONSTANT 

Distinct1
Distinct (%)2.4%
Missing0
Missing (%)0.0%
Memory size460.0 B
061-651-9596
41 

Length

Max length12
Median length12
Mean length12
Min length12

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row061-651-9596
2nd row061-651-9596
3rd row061-651-9596
4th row061-651-9596
5th row061-651-9596

Common Values

ValueCountFrequency (%)
061-651-9596 41
100.0%

Length

2024-05-11T16:47:54.829697image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-05-11T16:47:55.040908image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
061-651-9596 41
100.0%

접수방법구분
Categorical

CONSTANT 

Distinct1
Distinct (%)2.4%
Missing0
Missing (%)0.0%
Memory size460.0 B
인터넷
41 

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 41
100.0%

Length

2024-05-11T16:47:55.286023image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-05-11T16:47:55.497661image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
인터넷 41
100.0%

데이터기준일자
Date

CONSTANT 

Distinct1
Distinct (%)2.4%
Missing0
Missing (%)0.0%
Memory size460.0 B
Minimum2023-02-27 00:00:00
Maximum2023-02-27 00:00:00
2024-05-11T16:47:55.721709image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-05-11T16:47:55.928610image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=1)

Correlations

2024-05-11T16:47:56.076587image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
강좌명교육시작시각교육종료시각교육대상구분운영요일강좌정원수수강료
강좌명1.0000.2760.2761.0001.0001.0001.000
교육시작시각0.2761.0001.0000.0000.9060.4660.905
교육종료시각0.2761.0001.0000.0000.9060.4660.905
교육대상구분1.0000.0000.0001.0001.0001.0001.000
운영요일1.0000.9060.9061.0001.0000.7410.963
강좌정원수1.0000.4660.4661.0000.7411.0000.848
수강료1.0000.9050.9051.0000.9630.8481.000
2024-05-11T16:47:56.729110image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
운영요일강좌정원수강좌명교육대상구분수강료
운영요일1.0000.7770.9030.9870.765
강좌정원수0.7771.0000.9150.9740.907
강좌명0.9030.9151.0000.8920.903
교육대상구분0.9870.9740.8921.0000.987
수강료0.7650.9070.9030.9871.000
2024-05-11T16:47:57.085451image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
강좌명교육대상구분운영요일강좌정원수수강료
강좌명1.0000.8920.9030.9150.903
교육대상구분0.8921.0000.9870.9740.987
운영요일0.9030.9871.0000.7770.765
강좌정원수0.9150.9740.7771.0000.907
수강료0.9030.9870.7650.9071.000

Missing values

2024-05-11T16:47:47.606255image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2024-05-11T16:47:48.163883image/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

강좌명교육시작시각교육종료시각강좌내용교육대상구분교육방법구분운영요일강좌정원수수강료교육장도로명주소운영기관명운영기관전화번호접수방법구분데이터기준일자
0초급반06:0006:50수영여수시민오프라인월,화,수,목,금2572500전라남도 여수시 내동1길 2여수시도시관리공단061-651-9596인터넷2023-02-27
1초급반07:0007:50수영여수시민오프라인월,화,수,목,금2572500전라남도 여수시 내동1길 2여수시도시관리공단061-651-9596인터넷2023-02-27
2초급반08:0008:50수영여수시민오프라인월,화,수,목,금2572500전라남도 여수시 내동1길 2여수시도시관리공단061-651-9596인터넷2023-02-27
3초급반09:3010:20수영여수시민오프라인월,화,수,목,금2572500전라남도 여수시 내동1길 2여수시도시관리공단061-651-9596인터넷2023-02-27
4초급반10:3011:20수영여수시민오프라인월,화,수,목,금2572500전라남도 여수시 내동1길 2여수시도시관리공단061-651-9596인터넷2023-02-27
5초급반15:0015:50수영여수시민오프라인월,화,수,목,금2572500전라남도 여수시 내동1길 2여수시도시관리공단061-651-9596인터넷2023-02-27
6초급반18:3019:20수영여수시민오프라인월,화,수,목,금2572500전라남도 여수시 내동1길 2여수시도시관리공단061-651-9596인터넷2023-02-27
7초급반19:3020:20수영여수시민오프라인월,화,수,목,금2572500전라남도 여수시 내동1길 2여수시도시관리공단061-651-9596인터넷2023-02-27
8중급반06:0006:50수영여수시민오프라인월,화,수,목,금2572500전라남도 여수시 내동1길 2여수시도시관리공단061-651-9596인터넷2023-02-27
9중급반07:0007:50수영여수시민오프라인월,화,수,목,금2572500전라남도 여수시 내동1길 2여수시도시관리공단061-651-9596인터넷2023-02-27
강좌명교육시작시각교육종료시각강좌내용교육대상구분교육방법구분운영요일강좌정원수수강료교육장도로명주소운영기관명운영기관전화번호접수방법구분데이터기준일자
31마스터반19:3020:20수영여수시민오프라인월,화,수,목,금3072500전라남도 여수시 내동1길 2여수시도시관리공단061-651-9596인터넷2023-02-27
32어린이반(초급)16:0016:50수영여수시민오프라인월,화,수,목,금2042500전라남도 여수시 내동1길 2여수시도시관리공단061-651-9596인터넷2023-02-27
33어린이반(중급)16:0016:50수영여수시민오프라인월,화,수,목,금2042500전라남도 여수시 내동1길 2여수시도시관리공단061-651-9596인터넷2023-02-27
34어린이반(고급)16:0016:50수영여수시민오프라인월,화,수,목,금2542500전라남도 여수시 내동1길 2여수시도시관리공단061-651-9596인터넷2023-02-27
35어린이반17:0017:50수영여수시민오프라인월,화,수,목,금2042500전라남도 여수시 내동1길 2여수시도시관리공단061-651-9596인터넷2023-02-27
36어린이반(중급)17:0017:50수영여수시민오프라인월,화,수,목,금2042500전라남도 여수시 내동1길 2여수시도시관리공단061-651-9596인터넷2023-02-27
37어린이반(고급)17:0017:50수영여수시민오프라인월,화,수,목,금2542500전라남도 여수시 내동1길 2여수시도시관리공단061-651-9596인터넷2023-02-27
38실버반13:0013:50수영여수시민오프라인월,수,금2042500전라남도 여수시 내동1길 2여수시도시관리공단061-651-9596인터넷2023-02-27
39실버반14:0014:50수영여수시민오프라인월,수,금2042500전라남도 여수시 내동1길 2여수시도시관리공단061-651-9596인터넷2023-02-27
40자유수영06:0020:20수영제한없음오프라인월,화,수,목,금,토제한없음60000전라남도 여수시 내동1길 2여수시도시관리공단061-651-9596인터넷2023-02-27