Overview

Dataset statistics

Number of variables19
Number of observations104
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory15.7 KiB
Average record size in memory154.3 B

Variable types

Text2
DateTime5
Categorical11
Numeric1

Dataset

Description부산광역시해운대구_노인복지관프로그램현황_20210405
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
접수방법구분 has constant value ""Constant
데이터기준일자 has constant value ""Constant
홈페이지주소 is highly overall correlated with 강좌정원수 and 9 other fieldsHigh correlation
운영기관명 is highly overall correlated with 강좌정원수 and 9 other fieldsHigh correlation
수강료 is highly overall correlated with 교육대상구분 and 6 other fieldsHigh correlation
선정방법구분 is highly overall correlated with 강좌정원수 and 9 other fieldsHigh correlation
교육장소 is highly overall correlated with 강좌정원수 and 7 other fieldsHigh correlation
운영기관전화번호 is highly overall correlated with 강좌정원수 and 9 other fieldsHigh correlation
교육대상구분 is highly overall correlated with 강좌정원수 and 9 other fieldsHigh correlation
교육방법구분 is highly overall correlated with 강좌정원수 and 8 other fieldsHigh correlation
강좌정원수 is highly overall correlated with 교육대상구분 and 6 other fieldsHigh correlation
운영요일 is highly overall correlated with 교육대상구분 and 5 other fieldsHigh correlation
교육장도로명주소 is highly overall correlated with 교육대상구분 and 4 other fieldsHigh correlation
강좌명 has unique valuesUnique

Reproduction

Analysis started2023-12-10 17:23:26.527276
Analysis finished2023-12-10 17:23:30.127959
Duration3.6 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

강좌명
Text

UNIQUE 

Distinct104
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size964.0 B
2023-12-11T02:23:30.562576image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length13
Median length8
Mean length5.4326923
Min length2

Characters and Unicode

Total characters565
Distinct characters126
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

Unique104 ?
Unique (%)100.0%

Sample

1st row컴퓨터시작기초반
2nd row컴퓨터시작심화반
3rd row워드&인터넷반
4th row스마트미디어반
5th row스마트고급활용반
ValueCountFrequency (%)
실버요가 5
 
4.3%
단전호흡 5
 
4.3%
a반 2
 
1.7%
원어민중국어 2
 
1.7%
e반 2
 
1.7%
d반 2
 
1.7%
b반 2
 
1.7%
c반 2
 
1.7%
일어회화초급 1
 
0.9%
영어회화고급 1
 
0.9%
Other values (92) 92
79.3%
2023-12-11T02:23:31.616606image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
반 34
 
6.0%
급 28
 
5.0%
어 27
 
4.8%
A 18
 
3.2%
B 18
 
3.2%
실 16
 
2.8%
화 15
 
2.7%
스 13
 
2.3%
영 13
 
2.3%
중 13
 
2.3%
Other values (116) 370
65.5%

Most occurring categories

ValueCountFrequency (%)
Other Letter 489
86.5%
Uppercase Letter 50
 
8.8%
Space Separator 12
 
2.1%
Lowercase Letter 10
 
1.8%
Other Punctuation 2
 
0.4%
Decimal Number 2
 
0.4%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
반 34
 
7.0%
급 28
 
5.7%
어 27
 
5.5%
실 16
 
3.3%
화 15
 
3.1%
스 13
 
2.7%
영 13
 
2.7%
중 13
 
2.7%
초 13
 
2.7%
요 11
 
2.2%
Other values (102) 306
62.6%
Uppercase Letter
ValueCountFrequency (%)
A 18
36.0%
B 18
36.0%
C 9
18.0%
E 2
 
4.0%
D 2
 
4.0%
P 1
 
2.0%
Lowercase Letter
ValueCountFrequency (%)
l 4
40.0%
e 4
40.0%
v 2
20.0%
Other Punctuation
ValueCountFrequency (%)
& 1
50.0%
· 1
50.0%
Decimal Number
ValueCountFrequency (%)
2 1
50.0%
1 1
50.0%
Space Separator
ValueCountFrequency (%)
12
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 489
86.5%
Latin 60
 
10.6%
Common 16
 
2.8%

Most frequent character per script

Hangul
ValueCountFrequency (%)
반 34
 
7.0%
급 28
 
5.7%
어 27
 
5.5%
실 16
 
3.3%
화 15
 
3.1%
스 13
 
2.7%
영 13
 
2.7%
중 13
 
2.7%
초 13
 
2.7%
요 11
 
2.2%
Other values (102) 306
62.6%
Latin
ValueCountFrequency (%)
A 18
30.0%
B 18
30.0%
C 9
15.0%
l 4
 
6.7%
e 4
 
6.7%
E 2
 
3.3%
D 2
 
3.3%
v 2
 
3.3%
P 1
 
1.7%
Common
ValueCountFrequency (%)
12
75.0%
& 1
 
6.2%
· 1
 
6.2%
2 1
 
6.2%
1 1
 
6.2%

Most occurring blocks

ValueCountFrequency (%)
Hangul 489
86.5%
ASCII 75
 
13.3%
None 1
 
0.2%

Most frequent character per block

Hangul
ValueCountFrequency (%)
반 34
 
7.0%
급 28
 
5.7%
어 27
 
5.5%
실 16
 
3.3%
화 15
 
3.1%
스 13
 
2.7%
영 13
 
2.7%
중 13
 
2.7%
초 13
 
2.7%
요 11
 
2.2%
Other values (102) 306
62.6%
ASCII
ValueCountFrequency (%)
A 18
24.0%
B 18
24.0%
12
16.0%
C 9
12.0%
l 4
 
5.3%
e 4
 
5.3%
E 2
 
2.7%
D 2
 
2.7%
v 2
 
2.7%
& 1
 
1.3%
Other values (3) 3
 
4.0%
None
ValueCountFrequency (%)
· 1
100.0%

교육시작일자
Date

CONSTANT 

Distinct1
Distinct (%)1.0%
Missing0
Missing (%)0.0%
Memory size964.0 B
Minimum2021-03-15 00:00:00
Maximum2021-03-15 00:00:00
2023-12-11T02:23:31.899415image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-11T02:23:32.154828image/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 size964.0 B
Minimum2021-07-02 00:00:00
Maximum2021-07-02 00:00:00
2023-12-11T02:23:32.402900image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-11T02:23:32.621261image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=1)

교육시작시각
Date

Distinct19
Distinct (%)18.3%
Missing0
Missing (%)0.0%
Memory size964.0 B
Minimum2023-12-11 09:00:00
Maximum2023-12-11 16:00:00
2023-12-11T02:23:32.867251image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-11T02:23:33.151986image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=19)

교육종료시각
Date

Distinct30
Distinct (%)28.8%
Missing0
Missing (%)0.0%
Memory size964.0 B
Minimum2023-12-11 09:50:00
Maximum2023-12-11 17:00:00
2023-12-11T02:23:33.418447image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-11T02:23:33.716300image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=30)

강좌내용
Text

Distinct61
Distinct (%)58.7%
Missing0
Missing (%)0.0%
Memory size964.0 B
2023-12-11T02:23:34.176022image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length9
Median length8
Mean length4.2115385
Min length2

Characters and Unicode

Total characters438
Distinct characters106
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

Unique41 ?
Unique (%)39.4%

Sample

1st row컴퓨터시작 기초
2nd row컴퓨터시작 심화
3rd row워드&인터넷 활용
4th row블로그 활용 강의
5th row블로그 활용 심화
ValueCountFrequency (%)
단전호흡 9
 
7.2%
요가 7
 
5.6%
기타 5
 
4.0%
영어문법기초 4
 
3.2%
난타 4
 
3.2%
중국어 4
 
3.2%
활용 3
 
2.4%
심화 3
 
2.4%
영어 3
 
2.4%
고급 3
 
2.4%
Other values (49) 80
64.0%
2023-12-11T02:23:35.032278image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
어 24
 
5.5%
21
 
4.8%
화 17
 
3.9%
기 14
 
3.2%
영 14
 
3.2%
급 13
 
3.0%
초 12
 
2.7%
요 11
 
2.5%
스 10
 
2.3%
타 10
 
2.3%
Other values (96) 292
66.7%

Most occurring categories

ValueCountFrequency (%)
Other Letter 405
92.5%
Space Separator 21
 
4.8%
Open Punctuation 4
 
0.9%
Close Punctuation 4
 
0.9%
Uppercase Letter 2
 
0.5%
Other Punctuation 2
 
0.5%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
어 24
 
5.9%
화 17
 
4.2%
기 14
 
3.5%
영 14
 
3.5%
급 13
 
3.2%
초 12
 
3.0%
요 11
 
2.7%
스 10
 
2.5%
타 10
 
2.5%
전 10
 
2.5%
Other values (89) 270
66.7%
Uppercase Letter
ValueCountFrequency (%)
P 1
50.0%
C 1
50.0%
Other Punctuation
ValueCountFrequency (%)
& 1
50.0%
· 1
50.0%
Space Separator
ValueCountFrequency (%)
21
100.0%
Open Punctuation
ValueCountFrequency (%)
( 4
100.0%
Close Punctuation
ValueCountFrequency (%)
) 4
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 405
92.5%
Common 31
 
7.1%
Latin 2
 
0.5%

Most frequent character per script

Hangul
ValueCountFrequency (%)
어 24
 
5.9%
화 17
 
4.2%
기 14
 
3.5%
영 14
 
3.5%
급 13
 
3.2%
초 12
 
3.0%
요 11
 
2.7%
스 10
 
2.5%
타 10
 
2.5%
전 10
 
2.5%
Other values (89) 270
66.7%
Common
ValueCountFrequency (%)
21
67.7%
( 4
 
12.9%
) 4
 
12.9%
& 1
 
3.2%
· 1
 
3.2%
Latin
ValueCountFrequency (%)
P 1
50.0%
C 1
50.0%

Most occurring blocks

ValueCountFrequency (%)
Hangul 405
92.5%
ASCII 32
 
7.3%
None 1
 
0.2%

Most frequent character per block

Hangul
ValueCountFrequency (%)
어 24
 
5.9%
화 17
 
4.2%
기 14
 
3.5%
영 14
 
3.5%
급 13
 
3.2%
초 12
 
3.0%
요 11
 
2.7%
스 10
 
2.5%
타 10
 
2.5%
전 10
 
2.5%
Other values (89) 270
66.7%
ASCII
ValueCountFrequency (%)
21
65.6%
( 4
 
12.5%
) 4
 
12.5%
P 1
 
3.1%
& 1
 
3.1%
C 1
 
3.1%
None
ValueCountFrequency (%)
· 1
100.0%

교육대상구분
Categorical

HIGH CORRELATION 

Distinct2
Distinct (%)1.9%
Missing0
Missing (%)0.0%
Memory size964.0 B
만60세 이상 어르신
70 
노인
34 

Length

Max length11
Median length11
Mean length8.0576923
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
만60세 이상 어르신 70
67.3%
노인 34
32.7%

Length

2023-12-11T02:23:35.356831image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T02:23:35.609546image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
만60세 70
28.7%
이상 70
28.7%
어르신 70
28.7%
노인 34
13.9%

교육방법구분
Categorical

HIGH CORRELATION 

Distinct3
Distinct (%)2.9%
Missing0
Missing (%)0.0%
Memory size964.0 B
강의
70 
실습
20 
강의식
14 

Length

Max length3
Median length2
Mean length2.1346154
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
강의 70
67.3%
실습 20
 
19.2%
강의식 14
 
13.5%

Length

2023-12-11T02:23:35.874804image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T02:23:36.107796image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
강의 70
67.3%
실습 20
 
19.2%
강의식 14
 
13.5%

운영요일
Categorical

HIGH CORRELATION 

Distinct17
Distinct (%)16.3%
Missing0
Missing (%)0.0%
Memory size964.0 B
화ㆍ목
15 
화·목
14 
월·수
9 
월ㆍ목
9 
수ㆍ금
9 
Other values (12)
48 

Length

Max length3
Median length3
Mean length2.5961538
Min length1

Unique

Unique2 ?
Unique (%)1.9%

Sample

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

Common Values

ValueCountFrequency (%)
화ㆍ목 15
14.4%
화·목 14
13.5%
월·수 9
8.7%
월ㆍ목 9
8.7%
수ㆍ금 9
8.7%
월 8
 
7.7%
화ㆍ금 6
 
5.8%
금 5
 
4.8%
수·금 5
 
4.8%
화ㆍ토 4
 
3.8%
Other values (7) 20
19.2%

Length

2023-12-11T02:23:36.355740image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
화ㆍ목 15
14.4%
화·목 14
13.5%
월·수 9
8.7%
월ㆍ목 9
8.7%
수ㆍ금 9
8.7%
월 8
 
7.7%
화ㆍ금 6
 
5.8%
수·금 5
 
4.8%
금 5
 
4.8%
화ㆍ토 4
 
3.8%
Other values (7) 20
19.2%

교육장소
Categorical

HIGH CORRELATION 

Distinct16
Distinct (%)15.4%
Missing0
Missing (%)0.0%
Memory size964.0 B
소회의실
11 
정보화실
11 
4층 프로그램실
10 
어진샘홀
9 
누리실
9 
Other values (11)
54 

Length

Max length10
Median length8
Mean length5.1730769
Min length3

Unique

Unique1 ?
Unique (%)1.0%

Sample

1st row3층 정보화교실
2nd row3층 정보화교실
3rd row3층 정보화교실
4th row3층 정보화교실
5th row3층 정보화교실

Common Values

ValueCountFrequency (%)
소회의실 11
10.6%
정보화실 11
10.6%
4층 프로그램실 10
9.6%
어진샘홀 9
8.7%
누리실 9
8.7%
5층 프로그램실 1 8
 
7.7%
행복실 8
 
7.7%
3층 정보화교실 6
 
5.8%
3층 서예실 6
 
5.8%
희망실 6
 
5.8%
Other values (6) 20
19.2%

Length

2023-12-11T02:23:36.645533image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
프로그램실 21
14.1%
3층 12
 
8.1%
5층 11
 
7.4%
정보화실 11
 
7.4%
소회의실 11
 
7.4%
4층 11
 
7.4%
누리실 9
 
6.0%
어진샘홀 9
 
6.0%
1 8
 
5.4%
행복실 8
 
5.4%
Other values (9) 38
25.5%

강좌정원수
Real number (ℝ)

HIGH CORRELATION 

Distinct10
Distinct (%)9.6%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean15.923077
Minimum10
Maximum30
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.0 KiB
2023-12-11T02:23:36.866970image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum10
5-th percentile10
Q113.75
median15
Q317.75
95-th percentile24
Maximum30
Range20
Interquartile range (IQR)4

Descriptive statistics

Standard deviation4.392607
Coefficient of variation (CV)0.27586421
Kurtosis0.98987764
Mean15.923077
Median Absolute Deviation (MAD)2
Skewness1.0477411
Sum1656
Variance19.294996
MonotonicityNot monotonic
2023-12-11T02:23:37.078513image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%)
15 42
40.4%
20 14
 
13.5%
10 12
 
11.5%
12 10
 
9.6%
24 8
 
7.7%
14 6
 
5.8%
17 4
 
3.8%
13 4
 
3.8%
30 2
 
1.9%
25 2
 
1.9%
ValueCountFrequency (%)
10 12
 
11.5%
12 10
 
9.6%
13 4
 
3.8%
14 6
 
5.8%
15 42
40.4%
17 4
 
3.8%
20 14
 
13.5%
24 8
 
7.7%
25 2
 
1.9%
30 2
 
1.9%
ValueCountFrequency (%)
30 2
 
1.9%
25 2
 
1.9%
24 8
 
7.7%
20 14
 
13.5%
17 4
 
3.8%
15 42
40.4%
14 6
 
5.8%
13 4
 
3.8%
12 10
 
9.6%
10 12
 
11.5%

수강료
Categorical

HIGH CORRELATION 

Distinct7
Distinct (%)6.7%
Missing0
Missing (%)0.0%
Memory size964.0 B
분기25000원
59 
월 1만원
27 
월 1만2천원
7 
분기30000원
6 
무료
 
3
Other values (2)
 
2

Length

Max length8
Median length8
Mean length6.9807692
Min length2

Unique

Unique2 ?
Unique (%)1.9%

Sample

1st row월 1만2천원
2nd row월 1만2천원
3rd row월 1만2천원
4th row월 1만2천원
5th row월 1만2천원

Common Values

ValueCountFrequency (%)
분기25000원 59
56.7%
월 1만원 27
26.0%
월 1만2천원 7
 
6.7%
분기30000원 6
 
5.8%
무료 3
 
2.9%
분기25001원 1
 
1.0%
분기25002원 1
 
1.0%

Length

2023-12-11T02:23:37.359897image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T02:23:37.616799image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
분기25000원 59
42.8%
월 34
24.6%
1만원 27
19.6%
1만2천원 7
 
5.1%
분기30000원 6
 
4.3%
무료 3
 
2.2%
분기25001원 1
 
0.7%
분기25002원 1
 
0.7%

교육장도로명주소
Categorical

HIGH CORRELATION 

Distinct40
Distinct (%)38.5%
Missing0
Missing (%)0.0%
Memory size964.0 B
해운대구 좌동로 126
34 
해운대구 재반로 12번길72
14 
해운대구 재반로 12번길85
11 
해운대구 재반로 12번길68
4 
해운대구 재반로 12번길64
 
3
Other values (35)
38 

Length

Max length15
Median length15
Mean length14.019231
Min length12

Unique

Unique32 ?
Unique (%)30.8%

Sample

1st row해운대구 좌동로 126
2nd row해운대구 좌동로 126
3rd row해운대구 좌동로 126
4th row해운대구 좌동로 126
5th row해운대구 좌동로 126

Common Values

ValueCountFrequency (%)
해운대구 좌동로 126 34
32.7%
해운대구 재반로 12번길72 14
13.5%
해운대구 재반로 12번길85 11
 
10.6%
해운대구 재반로 12번길68 4
 
3.8%
해운대구 재반로 12번길64 3
 
2.9%
해운대구 재반로 12번길18 2
 
1.9%
해운대구 재반로 12번길57 2
 
1.9%
해운대구 재반로 12번길50 2
 
1.9%
해운대구 재반로 12번길38 1
 
1.0%
해운대구 재반로 12번길51 1
 
1.0%
Other values (30) 30
28.8%

Length

2023-12-11T02:23:38.001452image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
해운대구 104
33.3%
재반로 70
22.4%
126 34
 
10.9%
좌동로 34
 
10.9%
12번길72 14
 
4.5%
12번길85 11
 
3.5%
12번길68 4
 
1.3%
12번길64 3
 
1.0%
12번길50 2
 
0.6%
12번길18 2
 
0.6%
Other values (33) 34
 
10.9%

운영기관명
Categorical

HIGH CORRELATION 

Distinct2
Distinct (%)1.9%
Missing0
Missing (%)0.0%
Memory size964.0 B
어진샘노인종합복지관
70 
장산노인복지관
34 

Length

Max length10
Median length10
Mean length9.0192308
Min length7

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
어진샘노인종합복지관 70
67.3%
장산노인복지관 34
32.7%

Length

2023-12-11T02:23:38.330535image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T02:23:38.561701image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
어진샘노인종합복지관 70
67.3%
장산노인복지관 34
32.7%

운영기관전화번호
Categorical

HIGH CORRELATION 

Distinct2
Distinct (%)1.9%
Missing0
Missing (%)0.0%
Memory size964.0 B
051-784-8008
70 
051-704-9141
34 

Length

Max length12
Median length12
Mean length12
Min length12

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row051-704-9141
2nd row051-704-9141
3rd row051-704-9141
4th row051-704-9141
5th row051-704-9141

Common Values

ValueCountFrequency (%)
051-784-8008 70
67.3%
051-704-9141 34
32.7%

Length

2023-12-11T02:23:38.832080image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T02:23:39.058086image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
051-784-8008 70
67.3%
051-704-9141 34
32.7%

접수방법구분
Categorical

CONSTANT 

Distinct1
Distinct (%)1.0%
Missing0
Missing (%)0.0%
Memory size964.0 B
방문접수
104 

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 104
100.0%

Length

2023-12-11T02:23:39.285884image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T02:23:39.598974image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
방문접수 104
100.0%

선정방법구분
Categorical

HIGH CORRELATION 

Distinct2
Distinct (%)1.9%
Missing0
Missing (%)0.0%
Memory size964.0 B
선착순
70 
공개추첨
34 

Length

Max length4
Median length3
Mean length3.3269231
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
선착순 70
67.3%
공개추첨 34
32.7%

Length

2023-12-11T02:23:39.832077image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T02:23:40.058897image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
선착순 70
67.3%
공개추첨 34
32.7%

홈페이지주소
Categorical

HIGH CORRELATION 

Distinct2
Distinct (%)1.9%
Missing0
Missing (%)0.0%
Memory size964.0 B
http://ojin.saem.or.kr/
70 
http://www.haeundaejangsan.or.kr
34 

Length

Max length32
Median length23
Mean length25.942308
Min length23

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowhttp://www.haeundaejangsan.or.kr
2nd rowhttp://www.haeundaejangsan.or.kr
3rd rowhttp://www.haeundaejangsan.or.kr
4th rowhttp://www.haeundaejangsan.or.kr
5th rowhttp://www.haeundaejangsan.or.kr

Common Values

ValueCountFrequency (%)
http://ojin.saem.or.kr/ 70
67.3%
http://www.haeundaejangsan.or.kr 34
32.7%

Length

2023-12-11T02:23:40.285763image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T02:23:40.508189image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
http://ojin.saem.or.kr 70
67.3%
http://www.haeundaejangsan.or.kr 34
32.7%

데이터기준일자
Date

CONSTANT 

Distinct1
Distinct (%)1.0%
Missing0
Missing (%)0.0%
Memory size964.0 B
Minimum2021-04-05 00:00:00
Maximum2021-04-05 00:00:00
2023-12-11T02:23:40.704456image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-11T02:23:40.919315image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=1)

Interactions

2023-12-11T02:23:28.895724image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-11T02:23:41.097003image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
교육시작시각교육종료시각강좌내용교육대상구분교육방법구분운영요일교육장소강좌정원수수강료교육장도로명주소운영기관명운영기관전화번호선정방법구분홈페이지주소
교육시작시각1.0000.9660.8270.3160.0450.3170.5670.0000.7700.6050.3160.3160.3160.316
교육종료시각0.9661.0000.9021.0000.9250.5610.8490.6380.8740.0001.0001.0001.0001.000
강좌내용0.8270.9021.0000.8910.9630.9740.9880.9660.8680.0000.8910.8910.8910.891
교육대상구분0.3161.0000.8911.0001.0000.9571.0000.4651.0001.0000.9990.9990.9990.999
교육방법구분0.0450.9250.9631.0001.0000.8301.0000.6680.8070.6811.0001.0001.0001.000
운영요일0.3170.5610.9740.9570.8301.0000.8290.6490.7150.6930.9570.9570.9570.957
교육장소0.5670.8490.9881.0001.0000.8291.0000.8970.8800.8901.0001.0001.0001.000
강좌정원수0.0000.6380.9660.4650.6680.6490.8971.0000.6060.7480.4650.4650.4650.465
수강료0.7700.8740.8681.0000.8070.7150.8800.6061.0000.8311.0001.0001.0001.000
교육장도로명주소0.6050.0000.0001.0000.6810.6930.8900.7480.8311.0001.0001.0001.0001.000
운영기관명0.3161.0000.8910.9991.0000.9571.0000.4651.0001.0001.0000.9990.9990.999
운영기관전화번호0.3161.0000.8910.9991.0000.9571.0000.4651.0001.0000.9991.0000.9990.999
선정방법구분0.3161.0000.8910.9991.0000.9571.0000.4651.0001.0000.9990.9991.0000.999
홈페이지주소0.3161.0000.8910.9991.0000.9571.0000.4651.0001.0000.9990.9990.9991.000
2023-12-11T02:23:41.402308image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
홈페이지주소운영기관명수강료선정방법구분운영요일교육장소교육장도로명주소운영기관전화번호교육대상구분교육방법구분
홈페이지주소1.0000.9780.9750.9780.8780.9290.7920.9780.9780.995
운영기관명0.9781.0000.9750.9780.8780.9290.7920.9780.9780.995
수강료0.9750.9751.0000.9750.4000.6310.4230.9750.9750.748
선정방법구분0.9780.9780.9751.0000.8780.9290.7920.9780.9780.995
운영요일0.8780.8780.4000.8781.0000.4350.2110.8780.8780.624
교육장소0.9290.9290.6310.9290.4351.0000.4000.9290.9290.933
교육장도로명주소0.7920.7920.4230.7920.2110.4001.0000.7920.7920.352
운영기관전화번호0.9780.9780.9750.9780.8780.9290.7921.0000.9780.995
교육대상구분0.9780.9780.9750.9780.8780.9290.7920.9781.0000.995
교육방법구분0.9950.9950.7480.9950.6240.9330.3520.9950.9951.000
2023-12-11T02:23:41.669587image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
강좌정원수교육대상구분교육방법구분운영요일교육장소수강료교육장도로명주소운영기관명운영기관전화번호선정방법구분홈페이지주소
강좌정원수1.0000.5930.6760.3600.6640.2920.3970.5930.5930.5930.593
교육대상구분0.5931.0000.9950.8780.9290.9750.7920.9780.9780.9780.978
교육방법구분0.6760.9951.0000.6240.9330.7480.3520.9950.9950.9950.995
운영요일0.3600.8780.6241.0000.4350.4000.2110.8780.8780.8780.878
교육장소0.6640.9290.9330.4351.0000.6310.4000.9290.9290.9290.929
수강료0.2920.9750.7480.4000.6311.0000.4230.9750.9750.9750.975
교육장도로명주소0.3970.7920.3520.2110.4000.4231.0000.7920.7920.7920.792
운영기관명0.5930.9780.9950.8780.9290.9750.7921.0000.9780.9780.978
운영기관전화번호0.5930.9780.9950.8780.9290.9750.7920.9781.0000.9780.978
선정방법구분0.5930.9780.9950.8780.9290.9750.7920.9780.9781.0000.978
홈페이지주소0.5930.9780.9950.8780.9290.9750.7920.9780.9780.9781.000

Missing values

2023-12-11T02:23:29.286136image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-11T02:23:29.885788image/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
0컴퓨터시작기초반2021-03-152021-07-0209:3010:20컴퓨터시작 기초노인강의식월·수3층 정보화교실15월 1만2천원해운대구 좌동로 126장산노인복지관051-704-9141방문접수공개추첨http://www.haeundaejangsan.or.kr2021-04-05
1컴퓨터시작심화반2021-03-152021-07-0210:3011:20컴퓨터시작 심화노인강의식월·수3층 정보화교실15월 1만2천원해운대구 좌동로 126장산노인복지관051-704-9141방문접수공개추첨http://www.haeundaejangsan.or.kr2021-04-05
2워드&인터넷반2021-03-152021-07-0211:3012:20워드&인터넷 활용노인강의식월·수3층 정보화교실15월 1만2천원해운대구 좌동로 126장산노인복지관051-704-9141방문접수공개추첨http://www.haeundaejangsan.or.kr2021-04-05
3스마트미디어반2021-03-152021-07-0213:0013:50블로그 활용 강의노인강의식월·수3층 정보화교실15월 1만2천원해운대구 좌동로 126장산노인복지관051-704-9141방문접수공개추첨http://www.haeundaejangsan.or.kr2021-04-05
4스마트고급활용반2021-03-152021-07-0209:3010:20블로그 활용 심화노인강의식화·목3층 정보화교실15월 1만2천원해운대구 좌동로 126장산노인복지관051-704-9141방문접수공개추첨http://www.haeundaejangsan.or.kr2021-04-05
5동영상제작반2021-03-152021-07-0210:3011:20동영상 제작노인강의식화·목3층 정보화교실15월 1만2천원해운대구 좌동로 126장산노인복지관051-704-9141방문접수공개추첨http://www.haeundaejangsan.or.kr2021-04-05
6원어민중국어 level12021-03-152021-07-0209:0009:50중국어 회화 기초노인강의식수·금5층 프로그램실 124월 1만원해운대구 좌동로 126장산노인복지관051-704-9141방문접수공개추첨http://www.haeundaejangsan.or.kr2021-04-05
7원어민중국어 level22021-03-152021-07-0210:0010:50중국어 회화 심화노인강의식수·금5층 프로그램실 124월 1만원해운대구 좌동로 126장산노인복지관051-704-9141방문접수공개추첨http://www.haeundaejangsan.or.kr2021-04-05
8일본어초급반2021-03-152021-07-0209:3010:20일본어 초급노인강의식월·목5층 프로그램실 124월 1만원해운대구 좌동로 126장산노인복지관051-704-9141방문접수공개추첨http://www.haeundaejangsan.or.kr2021-04-05
9일본어중급반2021-03-152021-07-0210:3012:20일본어 중급노인강의식월·목5층 프로그램실 124월 1만원해운대구 좌동로 126장산노인복지관051-704-9141방문접수공개추첨http://www.haeundaejangsan.or.kr2021-04-05
강좌명교육시작일자교육종료일자교육시작시각교육종료시각강좌내용교육대상구분교육방법구분운영요일교육장소강좌정원수수강료교육장도로명주소운영기관명운영기관전화번호접수방법구분선정방법구분홈페이지주소데이터기준일자
94컴퓨터초급B2021-03-152021-07-0215:4016:50컴퓨터초급만60세 이상 어르신강의월ㆍ금정보화실15무료해운대구 재반로 12번길85어진샘노인종합복지관051-784-8008방문접수선착순http://ojin.saem.or.kr/2021-04-05
95컴퓨터초급C2021-03-152021-07-0213:0014:10컴퓨터초급만60세 이상 어르신강의화ㆍ목정보화실15무료해운대구 재반로 12번길85어진샘노인종합복지관051-784-8008방문접수선착순http://ojin.saem.or.kr/2021-04-05
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102스마트폰B2021-03-152021-07-0214:2015:30스마트폰만60세 이상 어르신강의화ㆍ목정보화실15분기25000원해운대구 재반로 12번길85어진샘노인종합복지관051-784-8008방문접수선착순http://ojin.saem.or.kr/2021-04-05
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