Overview

Dataset statistics

Number of variables19
Number of observations101
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory15.2 KiB
Average record size in memory154.3 B

Variable types

Text2
DateTime5
Categorical11
Numeric1

Dataset

Description부산광역시해운대구_노인복지관프로그램현황_20221220
Author부산광역시 해운대구
URLhttp://data.busan.go.kr/dataSet/detail.nm?contentId=10&publicdatapk=3074444

Alerts

교육시작일자 has constant value ""Constant
교육종료일자 has constant value ""Constant
교육방법구분 has constant value ""Constant
접수방법구분 has constant value ""Constant
데이터기준일자 has constant value ""Constant
홈페이지주소 is highly overall correlated with 교육대상구분 and 7 other fieldsHigh correlation
운영기관명 is highly overall correlated with 교육대상구분 and 7 other fieldsHigh correlation
수강료 is highly overall correlated with 교육대상구분 and 6 other fieldsHigh correlation
선정방법구분 is highly overall correlated with 교육대상구분 and 7 other fieldsHigh correlation
교육장소 is highly overall correlated with 강좌정원수 and 7 other fieldsHigh correlation
교육대상구분 is highly overall correlated with 강좌정원수 and 8 other fieldsHigh correlation
운영기관전화번호 is highly overall correlated with 교육대상구분 and 7 other fieldsHigh correlation
강좌정원수 is highly overall correlated with 교육대상구분 and 1 other fieldsHigh correlation
운영요일 is highly overall correlated with 교육대상구분 and 6 other fieldsHigh correlation
교육장도로명주소 is highly overall correlated with 교육대상구분 and 4 other fieldsHigh correlation

Reproduction

Analysis started2023-12-10 17:22:28.410220
Analysis finished2023-12-10 17:22:33.123316
Duration4.71 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

강좌명
Text

Distinct99
Distinct (%)98.0%
Missing0
Missing (%)0.0%
Memory size940.0 B
2023-12-11T02:22:33.591069image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length13
Median length7
Mean length5.7227723
Min length2

Characters and Unicode

Total characters578
Distinct characters115
Distinct categories6 ?
Distinct scripts3 ?
Distinct blocks3 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique97 ?
Unique (%)96.0%

Sample

1st row단전호흡월목
2nd row단전호흡화토
3rd row단전호흡화금
4th row단전호흡수금
5th row한국무용초급
ValueCountFrequency (%)
단전호흡 7
 
5.6%
실버요가 5
 
4.0%
a반 4
 
3.2%
b반 4
 
3.2%
초급반 3
 
2.4%
중급반 3
 
2.4%
e반 2
 
1.6%
원어민중국어 2
 
1.6%
c반 2
 
1.6%
d반 2
 
1.6%
Other values (86) 90
72.6%
2023-12-11T02:22:34.614375image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
반 46
 
8.0%
급 35
 
6.1%
어 29
 
5.0%
23
 
4.0%
초 18
 
3.1%
중 16
 
2.8%
B 16
 
2.8%
영 15
 
2.6%
화 15
 
2.6%
A 15
 
2.6%
Other values (105) 350
60.6%

Most occurring categories

ValueCountFrequency (%)
Other Letter 494
85.5%
Uppercase Letter 45
 
7.8%
Space Separator 23
 
4.0%
Lowercase Letter 10
 
1.7%
Decimal Number 4
 
0.7%
Other Punctuation 2
 
0.3%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
반 46
 
9.3%
급 35
 
7.1%
어 29
 
5.9%
초 18
 
3.6%
중 16
 
3.2%
영 15
 
3.0%
화 15
 
3.0%
실 14
 
2.8%
단 11
 
2.2%
흡 11
 
2.2%
Other values (90) 284
57.5%
Uppercase Letter
ValueCountFrequency (%)
B 16
35.6%
A 15
33.3%
C 9
20.0%
D 2
 
4.4%
E 2
 
4.4%
P 1
 
2.2%
Lowercase Letter
ValueCountFrequency (%)
l 4
40.0%
e 4
40.0%
v 2
20.0%
Decimal Number
ValueCountFrequency (%)
1 2
50.0%
2 1
25.0%
0 1
25.0%
Other Punctuation
ValueCountFrequency (%)
· 1
50.0%
& 1
50.0%
Space Separator
ValueCountFrequency (%)
23
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 494
85.5%
Latin 55
 
9.5%
Common 29
 
5.0%

Most frequent character per script

Hangul
ValueCountFrequency (%)
반 46
 
9.3%
급 35
 
7.1%
어 29
 
5.9%
초 18
 
3.6%
중 16
 
3.2%
영 15
 
3.0%
화 15
 
3.0%
실 14
 
2.8%
단 11
 
2.2%
흡 11
 
2.2%
Other values (90) 284
57.5%
Latin
ValueCountFrequency (%)
B 16
29.1%
A 15
27.3%
C 9
16.4%
l 4
 
7.3%
e 4
 
7.3%
v 2
 
3.6%
D 2
 
3.6%
E 2
 
3.6%
P 1
 
1.8%
Common
ValueCountFrequency (%)
23
79.3%
1 2
 
6.9%
2 1
 
3.4%
0 1
 
3.4%
· 1
 
3.4%
& 1
 
3.4%

Most occurring blocks

ValueCountFrequency (%)
Hangul 494
85.5%
ASCII 83
 
14.4%
None 1
 
0.2%

Most frequent character per block

Hangul
ValueCountFrequency (%)
반 46
 
9.3%
급 35
 
7.1%
어 29
 
5.9%
초 18
 
3.6%
중 16
 
3.2%
영 15
 
3.0%
화 15
 
3.0%
실 14
 
2.8%
단 11
 
2.2%
흡 11
 
2.2%
Other values (90) 284
57.5%
ASCII
ValueCountFrequency (%)
23
27.7%
B 16
19.3%
A 15
18.1%
C 9
 
10.8%
l 4
 
4.8%
e 4
 
4.8%
v 2
 
2.4%
D 2
 
2.4%
E 2
 
2.4%
1 2
 
2.4%
Other values (4) 4
 
4.8%
None
ValueCountFrequency (%)
· 1
100.0%

교육시작일자
Date

CONSTANT 

Distinct1
Distinct (%)1.0%
Missing0
Missing (%)0.0%
Memory size940.0 B
Minimum2022-01-01 00:00:00
Maximum2022-01-01 00:00:00
2023-12-11T02:22:34.909785image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-11T02:22:35.151048image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=1)

교육종료일자
Date

CONSTANT 

Distinct1
Distinct (%)1.0%
Missing0
Missing (%)0.0%
Memory size940.0 B
Minimum2022-12-30 00:00:00
Maximum2022-12-30 00:00:00
2023-12-11T02:22:35.391773image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-11T02:22:35.610253image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=1)

교육시작시각
Date

Distinct16
Distinct (%)15.8%
Missing0
Missing (%)0.0%
Memory size940.0 B
Minimum2023-12-11 09:00:00
Maximum2023-12-11 16:00:00
2023-12-11T02:22:35.863969image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-11T02:22:36.170146image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=16)

교육종료시각
Date

Distinct28
Distinct (%)27.7%
Missing0
Missing (%)0.0%
Memory size940.0 B
Minimum2023-12-11 09:50:00
Maximum2023-12-11 17:00:00
2023-12-11T02:22:36.432912image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-11T02:22:36.739564image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=28)

강좌내용
Text

Distinct61
Distinct (%)60.4%
Missing0
Missing (%)0.0%
Memory size940.0 B
2023-12-11T02:22:37.205202image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length9
Median length7
Mean length4.6237624
Min length2

Characters and Unicode

Total characters467
Distinct characters102
Distinct categories7 ?
Distinct scripts3 ?
Distinct blocks3 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique45 ?
Unique (%)44.6%

Sample

1st row단전호흡
2nd row단전호흡
3rd row단전호흡
4th row단전호흡
5th row고전무용
ValueCountFrequency (%)
단전호흡 11
 
8.3%
요가 8
 
6.0%
영어 5
 
3.8%
기타 5
 
3.8%
일본어 5
 
3.8%
난타 4
 
3.0%
영어문법기초 4
 
3.0%
중국어 4
 
3.0%
중급반 3
 
2.3%
초급반 3
 
2.3%
Other values (45) 81
60.9%
2023-12-11T02:22:37.956982image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
32
 
6.9%
어 26
 
5.6%
급 18
 
3.9%
화 17
 
3.6%
초 16
 
3.4%
영 16
 
3.4%
기 15
 
3.2%
반 14
 
3.0%
전 13
 
2.8%
단 11
 
2.4%
Other values (92) 289
61.9%

Most occurring categories

ValueCountFrequency (%)
Other Letter 419
89.7%
Space Separator 32
 
6.9%
Close Punctuation 4
 
0.9%
Open Punctuation 4
 
0.9%
Uppercase Letter 4
 
0.9%
Other Punctuation 2
 
0.4%
Decimal Number 2
 
0.4%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
어 26
 
6.2%
급 18
 
4.3%
화 17
 
4.1%
초 16
 
3.8%
영 16
 
3.8%
기 15
 
3.6%
반 14
 
3.3%
전 13
 
3.1%
단 11
 
2.6%
호 11
 
2.6%
Other values (83) 262
62.5%
Uppercase Letter
ValueCountFrequency (%)
A 2
50.0%
B 2
50.0%
Other Punctuation
ValueCountFrequency (%)
· 1
50.0%
& 1
50.0%
Decimal Number
ValueCountFrequency (%)
0 1
50.0%
1 1
50.0%
Space Separator
ValueCountFrequency (%)
32
100.0%
Close Punctuation
ValueCountFrequency (%)
) 4
100.0%
Open Punctuation
ValueCountFrequency (%)
( 4
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 419
89.7%
Common 44
 
9.4%
Latin 4
 
0.9%

Most frequent character per script

Hangul
ValueCountFrequency (%)
어 26
 
6.2%
급 18
 
4.3%
화 17
 
4.1%
초 16
 
3.8%
영 16
 
3.8%
기 15
 
3.6%
반 14
 
3.3%
전 13
 
3.1%
단 11
 
2.6%
호 11
 
2.6%
Other values (83) 262
62.5%
Common
ValueCountFrequency (%)
32
72.7%
) 4
 
9.1%
( 4
 
9.1%
· 1
 
2.3%
0 1
 
2.3%
& 1
 
2.3%
1 1
 
2.3%
Latin
ValueCountFrequency (%)
A 2
50.0%
B 2
50.0%

Most occurring blocks

ValueCountFrequency (%)
Hangul 419
89.7%
ASCII 47
 
10.1%
None 1
 
0.2%

Most frequent character per block

ASCII
ValueCountFrequency (%)
32
68.1%
) 4
 
8.5%
( 4
 
8.5%
A 2
 
4.3%
B 2
 
4.3%
0 1
 
2.1%
& 1
 
2.1%
1 1
 
2.1%
Hangul
ValueCountFrequency (%)
어 26
 
6.2%
급 18
 
4.3%
화 17
 
4.1%
초 16
 
3.8%
영 16
 
3.8%
기 15
 
3.6%
반 14
 
3.3%
전 13
 
3.1%
단 11
 
2.6%
호 11
 
2.6%
Other values (83) 262
62.5%
None
ValueCountFrequency (%)
· 1
100.0%

교육대상구분
Categorical

HIGH CORRELATION 

Distinct2
Distinct (%)2.0%
Missing0
Missing (%)0.0%
Memory size940.0 B
만60세 이상 어르신
67 
노인
34 

Length

Max length11
Median length11
Mean length7.970297
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row만60세 이상 어르신
2nd row만60세 이상 어르신
3rd row만60세 이상 어르신
4th row만60세 이상 어르신
5th row만60세 이상 어르신

Common Values

ValueCountFrequency (%)
만60세 이상 어르신 67
66.3%
노인 34
33.7%

Length

2023-12-11T02:22:38.231807image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T02:22:38.439122image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
만60세 67
28.5%
이상 67
28.5%
어르신 67
28.5%
노인 34
14.5%

교육방법구분
Categorical

CONSTANT 

Distinct1
Distinct (%)1.0%
Missing0
Missing (%)0.0%
Memory size940.0 B
강의
101 

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
강의 101
100.0%

Length

2023-12-11T02:22:38.639255image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T02:22:38.841707image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
강의 101
100.0%

운영요일
Categorical

HIGH CORRELATION 

Distinct18
Distinct (%)17.8%
Missing0
Missing (%)0.0%
Memory size940.0 B
화ㆍ목
15 
화·목
14 
수ㆍ금
9 
월ㆍ수
9 
월·수
9 
Other values (13)
45 

Length

Max length9
Median length3
Mean length2.6435644
Min length1

Unique

Unique3 ?
Unique (%)3.0%

Sample

1st row월ㆍ목
2nd row화ㆍ토
3rd row화ㆍ금
4th row수ㆍ금
5th row월ㆍ목

Common Values

ValueCountFrequency (%)
화ㆍ목 15
14.9%
화·목 14
13.9%
수ㆍ금 9
8.9%
월ㆍ수 9
8.9%
월·수 9
8.9%
월 7
 
6.9%
월ㆍ목 6
 
5.9%
수·금 5
 
5.0%
금 4
 
4.0%
수 4
 
4.0%
Other values (8) 19
18.8%

Length

2023-12-11T02:22:39.073767image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
화ㆍ목 15
14.9%
화·목 14
13.9%
수ㆍ금 9
8.9%
월ㆍ수 9
8.9%
월·수 9
8.9%
월 7
 
6.9%
월ㆍ목 6
 
5.9%
수·금 5
 
5.0%
화ㆍ금 4
 
4.0%
수 4
 
4.0%
Other values (8) 19
18.8%

교육장소
Categorical

HIGH CORRELATION 

Distinct19
Distinct (%)18.8%
Missing0
Missing (%)0.0%
Memory size940.0 B
행복실
10 
4층 프로그램실
10 
정보화실
9 
소회의실
9 
5층 프로그램실 1
8 
Other values (14)
55 

Length

Max length10
Median length6
Mean length5.3564356
Min length2

Unique

Unique2 ?
Unique (%)2.0%

Sample

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

Common Values

ValueCountFrequency (%)
행복실 10
 
9.9%
4층 프로그램실 10
 
9.9%
정보화실 9
 
8.9%
소회의실 9
 
8.9%
5층 프로그램실 1 8
 
7.9%
누리실 7
 
6.9%
프로그램실1 6
 
5.9%
3층 서예실 6
 
5.9%
3층 정보화교실 6
 
5.9%
묵향실 5
 
5.0%
Other values (9) 25
24.8%

Length

2023-12-11T02:22:39.355505image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
프로그램실 21
14.4%
3층 12
 
8.2%
4층 11
 
7.5%
5층 11
 
7.5%
행복실 10
 
6.8%
정보화실 9
 
6.2%
소회의실 9
 
6.2%
1 8
 
5.5%
누리실 7
 
4.8%
정보화교실 6
 
4.1%
Other values (11) 42
28.8%

강좌정원수
Real number (ℝ)

HIGH CORRELATION 

Distinct9
Distinct (%)8.9%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean16.089109
Minimum10
Maximum30
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.0 KiB
2023-12-11T02:22:39.594195image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum10
5-th percentile10
Q113
median15
Q320
95-th percentile24
Maximum30
Range20
Interquartile range (IQR)7

Descriptive statistics

Standard deviation4.476827
Coefficient of variation (CV)0.27825202
Kurtosis1.2482695
Mean16.089109
Median Absolute Deviation (MAD)2
Skewness1.1271638
Sum1625
Variance20.04198
MonotonicityNot monotonic
2023-12-11T02:22:39.837946image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=9)
ValueCountFrequency (%)
15 38
37.6%
20 17
16.8%
12 13
 
12.9%
10 9
 
8.9%
24 8
 
7.9%
14 6
 
5.9%
13 4
 
4.0%
30 3
 
3.0%
17 3
 
3.0%
ValueCountFrequency (%)
10 9
 
8.9%
12 13
 
12.9%
13 4
 
4.0%
14 6
 
5.9%
15 38
37.6%
17 3
 
3.0%
20 17
16.8%
24 8
 
7.9%
30 3
 
3.0%
ValueCountFrequency (%)
30 3
 
3.0%
24 8
 
7.9%
20 17
16.8%
17 3
 
3.0%
15 38
37.6%
14 6
 
5.9%
13 4
 
4.0%
12 13
 
12.9%
10 9
 
8.9%

수강료
Categorical

HIGH CORRELATION 

Distinct5
Distinct (%)5.0%
Missing0
Missing (%)0.0%
Memory size940.0 B
수업별로상이
45 
월 1만원
27 
분기40000
21 
월 1만2천원
7 
무료
 
1

Length

Max length7
Median length6
Mean length5.970297
Min length2

Unique

Unique1 ?
Unique (%)1.0%

Sample

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

Common Values

ValueCountFrequency (%)
수업별로상이 45
44.6%
월 1만원 27
26.7%
분기40000 21
20.8%
월 1만2천원 7
 
6.9%
무료 1
 
1.0%

Length

2023-12-11T02:22:40.130504image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T02:22:40.394607image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
수업별로상이 45
33.3%
월 34
25.2%
1만원 27
20.0%
분기40000 21
15.6%
1만2천원 7
 
5.2%
무료 1
 
0.7%

교육장도로명주소
Categorical

HIGH CORRELATION 

Distinct29
Distinct (%)28.7%
Missing0
Missing (%)0.0%
Memory size940.0 B
해운대구 좌동로 126
34 
해운대구 207번길 79
13 
해운대구 재반로 12번길72
10 
해운대구 재반로 12번길85
9 
해운대구 재반로 12번길68
4 
Other values (24)
31 

Length

Max length15
Median length15
Mean length13.861386
Min length12

Unique

Unique18 ?
Unique (%)17.8%

Sample

1st row해운대구 재반로 12번길16
2nd row해운대구 재반로 12번길17
3rd row해운대구 재반로 12번길18
4th row해운대구 재반로 12번길18
5th row해운대구 재반로 12번길20

Common Values

ValueCountFrequency (%)
해운대구 좌동로 126 34
33.7%
해운대구 207번길 79 13
 
12.9%
해운대구 재반로 12번길72 10
 
9.9%
해운대구 재반로 12번길85 9
 
8.9%
해운대구 재반로 12번길68 4
 
4.0%
해운대구 재반로 12번길64 3
 
3.0%
해운대구 재반로 12번길20 2
 
2.0%
해운대구 재반로 12번길19 2
 
2.0%
해운대구 재반로 12번길57 2
 
2.0%
해운대구 재반로 12번길18 2
 
2.0%
Other values (19) 20
19.8%

Length

2023-12-11T02:22:40.704554image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
해운대구 101
33.3%
재반로 54
17.8%
126 34
 
11.2%
좌동로 34
 
11.2%
207번길 13
 
4.3%
79 13
 
4.3%
12번길72 10
 
3.3%
12번길85 9
 
3.0%
12번길68 4
 
1.3%
12번길64 3
 
1.0%
Other values (23) 28
 
9.2%

운영기관명
Categorical

HIGH CORRELATION 

Distinct3
Distinct (%)3.0%
Missing0
Missing (%)0.0%
Memory size940.0 B
어진샘노인종합복지관
54 
장산노인복지관
34 
노인복지관 반여분관
13 

Length

Max length10
Median length10
Mean length8.990099
Min length7

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
어진샘노인종합복지관 54
53.5%
장산노인복지관 34
33.7%
노인복지관 반여분관 13
 
12.9%

Length

2023-12-11T02:22:41.012324image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T02:22:41.249828image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
어진샘노인종합복지관 54
47.4%
장산노인복지관 34
29.8%
노인복지관 13
 
11.4%
반여분관 13
 
11.4%

운영기관전화번호
Categorical

HIGH CORRELATION 

Distinct3
Distinct (%)3.0%
Missing0
Missing (%)0.0%
Memory size940.0 B
051-784-8008
54 
051-704-9141
34 
051-529-9141
13 

Length

Max length12
Median length12
Mean length12
Min length12

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row051-784-8008
2nd row051-784-8008
3rd row051-784-8008
4th row051-784-8008
5th row051-784-8008

Common Values

ValueCountFrequency (%)
051-784-8008 54
53.5%
051-704-9141 34
33.7%
051-529-9141 13
 
12.9%

Length

2023-12-11T02:22:41.489851image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T02:22:41.736809image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
051-784-8008 54
53.5%
051-704-9141 34
33.7%
051-529-9141 13
 
12.9%

접수방법구분
Categorical

CONSTANT 

Distinct1
Distinct (%)1.0%
Missing0
Missing (%)0.0%
Memory size940.0 B
방문접수
101 

Length

Max length4
Median length4
Mean length4
Min length4

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
방문접수 101
100.0%

Length

2023-12-11T02:22:42.029824image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T02:22:42.223493image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
방문접수 101
100.0%

선정방법구분
Categorical

HIGH CORRELATION 

Distinct2
Distinct (%)2.0%
Missing0
Missing (%)0.0%
Memory size940.0 B
선착순
54 
공개추첨
47 

Length

Max length4
Median length3
Mean length3.4653465
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
선착순 54
53.5%
공개추첨 47
46.5%

Length

2023-12-11T02:22:42.443269image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T02:22:42.660421image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
선착순 54
53.5%
공개추첨 47
46.5%

홈페이지주소
Categorical

HIGH CORRELATION 

Distinct2
Distinct (%)2.0%
Missing0
Missing (%)0.0%
Memory size940.0 B
http://ojin.saem.or.kr/
54 
http://www.haeundaejangsan.or.kr
47 

Length

Max length32
Median length23
Mean length27.188119
Min length23

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowhttp://ojin.saem.or.kr/
2nd rowhttp://ojin.saem.or.kr/
3rd rowhttp://ojin.saem.or.kr/
4th rowhttp://ojin.saem.or.kr/
5th rowhttp://ojin.saem.or.kr/

Common Values

ValueCountFrequency (%)
http://ojin.saem.or.kr/ 54
53.5%
http://www.haeundaejangsan.or.kr 47
46.5%

Length

2023-12-11T02:22:43.373514image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T02:22:43.554043image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
http://ojin.saem.or.kr 54
53.5%
http://www.haeundaejangsan.or.kr 47
46.5%

데이터기준일자
Date

CONSTANT 

Distinct1
Distinct (%)1.0%
Missing0
Missing (%)0.0%
Memory size940.0 B
Minimum2022-12-20 00:00:00
Maximum2022-12-20 00:00:00
2023-12-11T02:22:43.720016image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-11T02:22:43.934603image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=1)

Interactions

2023-12-11T02:22:31.913538image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-11T02:22:44.118357image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
강좌명교육시작시각교육종료시각강좌내용교육대상구분운영요일교육장소강좌정원수수강료교육장도로명주소운영기관명운영기관전화번호선정방법구분홈페이지주소
강좌명1.0000.0000.9500.9910.0000.9880.9520.8820.8250.9990.0000.0001.0001.000
교육시작시각0.0001.0000.9740.4080.5660.2460.5010.1520.0630.7100.5240.5240.4870.487
교육종료시각0.9500.9741.0000.8310.9140.4280.7230.4270.7540.5530.8920.8921.0001.000
강좌내용0.9910.4080.8311.0000.8520.9490.9920.9640.9900.0000.9700.9700.8780.878
교육대상구분0.0000.5660.9140.8521.0000.9971.0000.4831.0001.0001.0001.0000.9170.917
운영요일0.9880.2460.4280.9490.9971.0000.8880.7680.8210.8560.9560.9560.9250.925
교육장소0.9520.5010.7230.9921.0000.8881.0000.9380.9680.9041.0001.0001.0001.000
강좌정원수0.8820.1520.4270.9640.4830.7680.9381.0000.4900.8310.4700.4700.3940.394
수강료0.8250.0630.7540.9901.0000.8210.9680.4901.0000.8240.8310.8310.7530.753
교육장도로명주소0.9990.7100.5530.0001.0000.8560.9040.8310.8241.0001.0001.0001.0001.000
운영기관명0.0000.5240.8920.9701.0000.9561.0000.4700.8311.0001.0001.0001.0001.000
운영기관전화번호0.0000.5240.8920.9701.0000.9561.0000.4700.8311.0001.0001.0001.0001.000
선정방법구분1.0000.4871.0000.8780.9170.9251.0000.3940.7531.0001.0001.0001.0000.999
홈페이지주소1.0000.4871.0000.8780.9170.9251.0000.3940.7531.0001.0001.0000.9991.000
2023-12-11T02:22:44.448627image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
홈페이지주소운영기관명수강료선정방법구분운영요일교육장소교육장도로명주소교육대상구분운영기관전화번호
홈페이지주소1.0000.9950.8730.9800.7250.9100.8530.7400.995
운영기관명0.9951.0000.8540.9950.7140.9150.8570.9951.000
수강료0.8730.8541.0000.8730.5550.8200.4880.9850.854
선정방법구분0.9800.9950.8731.0000.7250.9100.8530.7400.995
운영요일0.7250.7140.5550.7251.0000.5060.3930.8730.714
교육장소0.9100.9150.8200.9100.5061.0000.4690.9100.915
교육장도로명주소0.8530.8570.4880.8530.3930.4691.0000.8530.857
교육대상구분0.7400.9950.9850.7400.8730.9100.8531.0000.995
운영기관전화번호0.9951.0000.8540.9950.7140.9150.8570.9951.000
2023-12-11T02:22:44.750497image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
강좌정원수교육대상구분운영요일교육장소수강료교육장도로명주소운영기관명운영기관전화번호선정방법구분홈페이지주소
강좌정원수1.0000.5900.4510.7530.3940.4580.4010.4010.4450.445
교육대상구분0.5901.0000.8730.9100.9850.8530.9950.9950.7400.740
운영요일0.4510.8731.0000.5060.5550.3930.7140.7140.7250.725
교육장소0.7530.9100.5061.0000.8200.4690.9150.9150.9100.910
수강료0.3940.9850.5550.8201.0000.4880.8540.8540.8730.873
교육장도로명주소0.4580.8530.3930.4690.4881.0000.8570.8570.8530.853
운영기관명0.4010.9950.7140.9150.8540.8571.0001.0000.9950.995
운영기관전화번호0.4010.9950.7140.9150.8540.8571.0001.0000.9950.995
선정방법구분0.4450.7400.7250.9100.8730.8530.9950.9951.0000.980
홈페이지주소0.4450.7400.7250.9100.8730.8530.9950.9950.9801.000

Missing values

2023-12-11T02:22:32.301869image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-11T02:22:32.901602image/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

강좌명교육시작일자교육종료일자교육시작시각교육종료시각강좌내용교육대상구분교육방법구분운영요일교육장소강좌정원수수강료교육장도로명주소운영기관명운영기관전화번호접수방법구분선정방법구분홈페이지주소데이터기준일자
0단전호흡월목2022-01-012022-12-3010:0011:30단전호흡만60세 이상 어르신강의월ㆍ목행복실20수업별로상이해운대구 재반로 12번길16어진샘노인종합복지관051-784-8008방문접수선착순http://ojin.saem.or.kr/2022-12-20
1단전호흡화토2022-01-012022-12-3011:0012:30단전호흡만60세 이상 어르신강의화ㆍ토행복실20수업별로상이해운대구 재반로 12번길17어진샘노인종합복지관051-784-8008방문접수선착순http://ojin.saem.or.kr/2022-12-20
2단전호흡화금2022-01-012022-12-3014:0015:30단전호흡만60세 이상 어르신강의화ㆍ금행복실20수업별로상이해운대구 재반로 12번길18어진샘노인종합복지관051-784-8008방문접수선착순http://ojin.saem.or.kr/2022-12-20
3단전호흡수금2022-01-012022-12-3011:0012:30단전호흡만60세 이상 어르신강의수ㆍ금행복실20수업별로상이해운대구 재반로 12번길18어진샘노인종합복지관051-784-8008방문접수선착순http://ojin.saem.or.kr/2022-12-20
4한국무용초급2022-01-012022-12-3013:0014:00고전무용만60세 이상 어르신강의월ㆍ목행복실20수업별로상이해운대구 재반로 12번길20어진샘노인종합복지관051-784-8008방문접수선착순http://ojin.saem.or.kr/2022-12-20
5한국무용중급2022-01-012022-12-3014:0015:00고전무용만60세 이상 어르신강의월ㆍ목행복실20수업별로상이해운대구 재반로 12번길20어진샘노인종합복지관051-784-8008방문접수선착순http://ojin.saem.or.kr/2022-12-20
6건강요가A2022-01-012022-12-3009:0010:00요가만60세 이상 어르신강의화ㆍ금행복실20수업별로상이해운대구 재반로 12번길23어진샘노인종합복지관051-784-8008방문접수선착순http://ojin.saem.or.kr/2022-12-20
7건강요가B2022-01-012022-12-3010:0011:00요가만60세 이상 어르신강의화ㆍ금행복실20수업별로상이해운대구 재반로 12번길24어진샘노인종합복지관051-784-8008방문접수선착순http://ojin.saem.or.kr/2022-12-20
8건강요가C2022-01-012022-12-3009:0010:00요가만60세 이상 어르신강의화ㆍ금행복실20수업별로상이해운대구 재반로 12번길24어진샘노인종합복지관051-784-8008방문접수선착순http://ojin.saem.or.kr/2022-12-20
9복고댄스B2022-01-012022-12-3014:0015:00복고댄스만60세 이상 어르신강의화ㆍ목어진샘홀20수업별로상이해운대구 재반로 12번길46어진샘노인종합복지관051-784-8008방문접수선착순http://ojin.saem.or.kr/2022-12-20
강좌명교육시작일자교육종료일자교육시작시각교육종료시각강좌내용교육대상구분교육방법구분운영요일교육장소강좌정원수수강료교육장도로명주소운영기관명운영기관전화번호접수방법구분선정방법구분홈페이지주소데이터기준일자
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