Overview

Dataset statistics

Number of variables19
Number of observations122
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory18.4 KiB
Average record size in memory154.1 B

Variable types

Text2
DateTime5
Categorical11
Numeric1

Dataset

Description부산광역시해운대구_해운대구노인복지관프로그램현황_20201026
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 17:21:28.733475
Analysis finished2023-12-10 17:21:33.157056
Duration4.42 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

강좌명
Text

UNIQUE 

Distinct122
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size1.1 KiB
2023-12-11T02:21:33.628562image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length13
Median length9
Mean length5.5819672
Min length3

Characters and Unicode

Total characters681
Distinct characters134
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

Unique122 ?
Unique (%)100.0%

Sample

1st row컴퓨터시작기초반
2nd row컴퓨터시작심화반
3rd row워드&인터넷반
4th row스마트미디어반
5th row스마트고급활용반
ValueCountFrequency (%)
단전호흡 5
 
3.6%
실버요가 5
 
3.6%
a반 4
 
2.9%
b반 4
 
2.9%
한국무용 3
 
2.1%
댄스스포츠 2
 
1.4%
원어민중국어 2
 
1.4%
라인댄스 2
 
1.4%
e반 2
 
1.4%
d반 2
 
1.4%
Other values (108) 109
77.9%
2023-12-11T02:21:34.654920image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
반 39
 
5.7%
급 29
 
4.3%
어 27
 
4.0%
스 22
 
3.2%
실 21
 
3.1%
A 20
 
2.9%
B 20
 
2.9%
초 19
 
2.8%
18
 
2.6%
교 16
 
2.3%
Other values (124) 450
66.1%

Most occurring categories

ValueCountFrequency (%)
Other Letter 591
86.8%
Uppercase Letter 58
 
8.5%
Space Separator 18
 
2.6%
Lowercase Letter 10
 
1.5%
Decimal Number 2
 
0.3%
Other Punctuation 2
 
0.3%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
반 39
 
6.6%
급 29
 
4.9%
어 27
 
4.6%
스 22
 
3.7%
실 21
 
3.6%
초 19
 
3.2%
교 16
 
2.7%
댄 16
 
2.7%
화 15
 
2.5%
중 15
 
2.5%
Other values (109) 372
62.9%
Uppercase Letter
ValueCountFrequency (%)
A 20
34.5%
B 20
34.5%
C 10
17.2%
D 3
 
5.2%
E 3
 
5.2%
F 1
 
1.7%
P 1
 
1.7%
Lowercase Letter
ValueCountFrequency (%)
l 4
40.0%
e 4
40.0%
v 2
20.0%
Decimal Number
ValueCountFrequency (%)
1 1
50.0%
2 1
50.0%
Other Punctuation
ValueCountFrequency (%)
& 1
50.0%
· 1
50.0%
Space Separator
ValueCountFrequency (%)
18
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 591
86.8%
Latin 68
 
10.0%
Common 22
 
3.2%

Most frequent character per script

Hangul
ValueCountFrequency (%)
반 39
 
6.6%
급 29
 
4.9%
어 27
 
4.6%
스 22
 
3.7%
실 21
 
3.6%
초 19
 
3.2%
교 16
 
2.7%
댄 16
 
2.7%
화 15
 
2.5%
중 15
 
2.5%
Other values (109) 372
62.9%
Latin
ValueCountFrequency (%)
A 20
29.4%
B 20
29.4%
C 10
14.7%
l 4
 
5.9%
e 4
 
5.9%
D 3
 
4.4%
E 3
 
4.4%
v 2
 
2.9%
F 1
 
1.5%
P 1
 
1.5%
Common
ValueCountFrequency (%)
18
81.8%
1 1
 
4.5%
2 1
 
4.5%
& 1
 
4.5%
· 1
 
4.5%

Most occurring blocks

ValueCountFrequency (%)
Hangul 591
86.8%
ASCII 89
 
13.1%
None 1
 
0.1%

Most frequent character per block

Hangul
ValueCountFrequency (%)
반 39
 
6.6%
급 29
 
4.9%
어 27
 
4.6%
스 22
 
3.7%
실 21
 
3.6%
초 19
 
3.2%
교 16
 
2.7%
댄 16
 
2.7%
화 15
 
2.5%
중 15
 
2.5%
Other values (109) 372
62.9%
ASCII
ValueCountFrequency (%)
A 20
22.5%
B 20
22.5%
18
20.2%
C 10
11.2%
l 4
 
4.5%
e 4
 
4.5%
D 3
 
3.4%
E 3
 
3.4%
v 2
 
2.2%
1 1
 
1.1%
Other values (4) 4
 
4.5%
None
ValueCountFrequency (%)
· 1
100.0%

교육시작일자
Date

CONSTANT 

Distinct1
Distinct (%)0.8%
Missing0
Missing (%)0.0%
Memory size1.1 KiB
Minimum2020-10-19 00:00:00
Maximum2020-10-19 00:00:00
2023-12-11T02:21:34.943186image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-11T02:21:35.210208image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=1)

교육종료일자
Date

CONSTANT 

Distinct1
Distinct (%)0.8%
Missing0
Missing (%)0.0%
Memory size1.1 KiB
Minimum2020-12-31 00:00:00
Maximum2020-12-31 00:00:00
2023-12-11T02:21:36.015110image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-11T02:21:36.233746image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=1)

교육시작시각
Date

Distinct23
Distinct (%)18.9%
Missing0
Missing (%)0.0%
Memory size1.1 KiB
Minimum2023-12-11 09:00:00
Maximum2023-12-11 16:00:00
2023-12-11T02:21:36.474015image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-11T02:21:36.786020image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=23)

교육종료시각
Date

Distinct32
Distinct (%)26.2%
Missing0
Missing (%)0.0%
Memory size1.1 KiB
Minimum2023-12-11 09:50:00
Maximum2023-12-11 17:00:00
2023-12-11T02:21:37.109411image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-11T02:21:37.460310image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=32)

강좌내용
Text

Distinct67
Distinct (%)54.9%
Missing0
Missing (%)0.0%
Memory size1.1 KiB
2023-12-11T02:21:38.003318image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length9
Median length8
Mean length4.1885246
Min length2

Characters and Unicode

Total characters511
Distinct characters108
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

Unique43 ?
Unique (%)35.2%

Sample

1st row컴퓨터시작 기초
2nd row컴퓨터시작 심화
3rd row워드&인터넷 활용
4th row블로그 활용 강의
5th row블로그 활용 심화
ValueCountFrequency (%)
단전호흡 9
 
6.1%
요가 8
 
5.4%
탁구 6
 
4.1%
기타 5
 
3.4%
라인댄스 5
 
3.4%
중급 5
 
3.4%
초급 5
 
3.4%
영어문법기초 4
 
2.7%
난타 4
 
2.7%
중국어 4
 
2.7%
Other values (52) 93
62.8%
2023-12-11T02:21:39.016406image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
26
 
5.1%
어 23
 
4.5%
스 19
 
3.7%
화 17
 
3.3%
급 17
 
3.3%
댄 15
 
2.9%
초 15
 
2.9%
기 15
 
2.9%
영 14
 
2.7%
요 12
 
2.3%
Other values (98) 338
66.1%

Most occurring categories

ValueCountFrequency (%)
Other Letter 473
92.6%
Space Separator 26
 
5.1%
Open Punctuation 4
 
0.8%
Close Punctuation 4
 
0.8%
Other Punctuation 2
 
0.4%
Uppercase Letter 2
 
0.4%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
어 23
 
4.9%
스 19
 
4.0%
화 17
 
3.6%
급 17
 
3.6%
댄 15
 
3.2%
초 15
 
3.2%
기 15
 
3.2%
영 14
 
3.0%
요 12
 
2.5%
문 11
 
2.3%
Other values (91) 315
66.6%
Other Punctuation
ValueCountFrequency (%)
& 1
50.0%
· 1
50.0%
Uppercase Letter
ValueCountFrequency (%)
P 1
50.0%
C 1
50.0%
Space Separator
ValueCountFrequency (%)
26
100.0%
Open Punctuation
ValueCountFrequency (%)
( 4
100.0%
Close Punctuation
ValueCountFrequency (%)
) 4
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 473
92.6%
Common 36
 
7.0%
Latin 2
 
0.4%

Most frequent character per script

Hangul
ValueCountFrequency (%)
어 23
 
4.9%
스 19
 
4.0%
화 17
 
3.6%
급 17
 
3.6%
댄 15
 
3.2%
초 15
 
3.2%
기 15
 
3.2%
영 14
 
3.0%
요 12
 
2.5%
문 11
 
2.3%
Other values (91) 315
66.6%
Common
ValueCountFrequency (%)
26
72.2%
( 4
 
11.1%
) 4
 
11.1%
& 1
 
2.8%
· 1
 
2.8%
Latin
ValueCountFrequency (%)
P 1
50.0%
C 1
50.0%

Most occurring blocks

ValueCountFrequency (%)
Hangul 473
92.6%
ASCII 37
 
7.2%
None 1
 
0.2%

Most frequent character per block

ASCII
ValueCountFrequency (%)
26
70.3%
( 4
 
10.8%
) 4
 
10.8%
& 1
 
2.7%
P 1
 
2.7%
C 1
 
2.7%
Hangul
ValueCountFrequency (%)
어 23
 
4.9%
스 19
 
4.0%
화 17
 
3.6%
급 17
 
3.6%
댄 15
 
3.2%
초 15
 
3.2%
기 15
 
3.2%
영 14
 
3.0%
요 12
 
2.5%
문 11
 
2.3%
Other values (91) 315
66.6%
None
ValueCountFrequency (%)
· 1
100.0%

교육대상구분
Categorical

HIGH CORRELATION 

Distinct2
Distinct (%)1.6%
Missing0
Missing (%)0.0%
Memory size1.1 KiB
만60세 이상 어르신
79 
노인
43 

Length

Max length11
Median length11
Mean length7.8278689
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
만60세 이상 어르신 79
64.8%
노인 43
35.2%

Length

2023-12-11T02:21:39.370390image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T02:21:39.678709image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
만60세 79
28.2%
이상 79
28.2%
어르신 79
28.2%
노인 43
15.4%

교육방법구분
Categorical

HIGH CORRELATION 

Distinct3
Distinct (%)2.5%
Missing0
Missing (%)0.0%
Memory size1.1 KiB
강의
79 
실습
29 
강의식
14 

Length

Max length3
Median length2
Mean length2.1147541
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
강의 79
64.8%
실습 29
 
23.8%
강의식 14
 
11.5%

Length

2023-12-11T02:21:39.927309image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T02:21:40.158476image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
강의 79
64.8%
실습 29
 
23.8%
강의식 14
 
11.5%

운영요일
Categorical

HIGH CORRELATION 

Distinct17
Distinct (%)13.9%
Missing0
Missing (%)0.0%
Memory size1.1 KiB
화·목
16 
화ㆍ목
15 
월·수
14 
월ㆍ목
10 
수ㆍ금
9 
Other values (12)
58 

Length

Max length3
Median length3
Mean length2.5901639
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
화·목 16
13.1%
화ㆍ목 15
12.3%
월·수 14
11.5%
월ㆍ목 10
8.2%
수ㆍ금 9
 
7.4%
월 8
 
6.6%
월ㆍ수 8
 
6.6%
금 7
 
5.7%
화ㆍ금 6
 
4.9%
수·금 5
 
4.1%
Other values (7) 24
19.7%

Length

2023-12-11T02:21:40.425524image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
화·목 16
13.1%
화ㆍ목 15
12.3%
월·수 14
11.5%
월ㆍ목 10
8.2%
수ㆍ금 9
 
7.4%
월 8
 
6.6%
월ㆍ수 8
 
6.6%
금 7
 
5.7%
화ㆍ금 6
 
4.9%
수·금 5
 
4.1%
Other values (7) 24
19.7%

교육장소
Categorical

HIGH CORRELATION 

Distinct16
Distinct (%)13.1%
Missing0
Missing (%)0.0%
Memory size1.1 KiB
어진샘홀
11 
소회의실
11 
누리실
11 
정보화실
11 
4층 강당
10 
Other values (11)
68 

Length

Max length10
Median length8
Mean length4.9836066
Min length3

Unique

Unique1 ?
Unique (%)0.8%

Sample

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

Common Values

ValueCountFrequency (%)
어진샘홀 11
9.0%
소회의실 11
9.0%
누리실 11
9.0%
정보화실 11
9.0%
4층 강당 10
 
8.2%
4층 프로그램실 10
 
8.2%
5층 프로그램실 1 8
 
6.6%
행복실 8
 
6.6%
배움실 8
 
6.6%
희망실 7
 
5.7%
Other values (6) 27
22.1%

Length

2023-12-11T02:21:40.716473image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
프로그램실 21
11.9%
4층 20
 
11.4%
3층 12
 
6.8%
어진샘홀 11
 
6.2%
누리실 11
 
6.2%
정보화실 11
 
6.2%
5층 11
 
6.2%
소회의실 11
 
6.2%
강당 10
 
5.7%
배움실 8
 
4.5%
Other values (9) 50
28.4%

강좌정원수
Real number (ℝ)

HIGH CORRELATION 

Distinct10
Distinct (%)8.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean22.295082
Minimum13
Maximum40
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.2 KiB
2023-12-11T02:21:40.952185image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum13
5-th percentile14
Q115
median20
Q330
95-th percentile40
Maximum40
Range27
Interquartile range (IQR)15

Descriptive statistics

Standard deviation8.0808809
Coefficient of variation (CV)0.36245128
Kurtosis-0.39362139
Mean22.295082
Median Absolute Deviation (MAD)5
Skewness0.8831088
Sum2720
Variance65.300637
MonotonicityNot monotonic
2023-12-11T02:21:41.177209image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%)
20 31
25.4%
15 27
22.1%
30 14
11.5%
25 12
 
9.8%
35 9
 
7.4%
40 9
 
7.4%
14 6
 
4.9%
16 6
 
4.9%
17 4
 
3.3%
13 4
 
3.3%
ValueCountFrequency (%)
13 4
 
3.3%
14 6
 
4.9%
15 27
22.1%
16 6
 
4.9%
17 4
 
3.3%
20 31
25.4%
25 12
 
9.8%
30 14
11.5%
35 9
 
7.4%
40 9
 
7.4%
ValueCountFrequency (%)
40 9
 
7.4%
35 9
 
7.4%
30 14
11.5%
25 12
 
9.8%
20 31
25.4%
17 4
 
3.3%
16 6
 
4.9%
15 27
22.1%
14 6
 
4.9%
13 4
 
3.3%

수강료
Categorical

HIGH CORRELATION 

Distinct7
Distinct (%)5.7%
Missing0
Missing (%)0.0%
Memory size1.1 KiB
분기25000원
68 
월 1만원
36 
월 1만2천원
7 
분기30000원
 
6
무료
 
3
Other values (2)
 
2

Length

Max length8
Median length8
Mean length6.9098361
Min length2

Unique

Unique2 ?
Unique (%)1.6%

Sample

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

Common Values

ValueCountFrequency (%)
분기25000원 68
55.7%
월 1만원 36
29.5%
월 1만2천원 7
 
5.7%
분기30000원 6
 
4.9%
무료 3
 
2.5%
분기25001원 1
 
0.8%
분기25002원 1
 
0.8%

Length

2023-12-11T02:21:41.437178image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T02:21:41.707281image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
분기25000원 68
41.2%
월 43
26.1%
1만원 36
21.8%
1만2천원 7
 
4.2%
분기30000원 6
 
3.6%
무료 3
 
1.8%
분기25001원 1
 
0.6%
분기25002원 1
 
0.6%

교육장도로명주소
Categorical

HIGH CORRELATION 

Distinct46
Distinct (%)37.7%
Missing0
Missing (%)0.0%
Memory size1.1 KiB
해운대구 좌동로 126
43 
해운대구 재반로 12번길72
16 
해운대구 재반로 12번길85
11 
해운대구 재반로 12번길68
 
4
해운대구 재반로 12번길64
 
3
Other values (41)
45 

Length

Max length15
Median length15
Mean length13.942623
Min length12

Unique

Unique37 ?
Unique (%)30.3%

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 43
35.2%
해운대구 재반로 12번길72 16
 
13.1%
해운대구 재반로 12번길85 11
 
9.0%
해운대구 재반로 12번길68 4
 
3.3%
해운대구 재반로 12번길64 3
 
2.5%
해운대구 재반로 12번길57 2
 
1.6%
해운대구 재반로 12번길45 2
 
1.6%
해운대구 재반로 12번길56 2
 
1.6%
해운대구 재반로 12번길18 2
 
1.6%
해운대구 재반로 12번길37 1
 
0.8%
Other values (36) 36
29.5%

Length

2023-12-11T02:21:42.014295image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
해운대구 122
33.3%
재반로 79
21.6%
126 43
 
11.7%
좌동로 43
 
11.7%
12번길72 16
 
4.4%
12번길85 11
 
3.0%
12번길68 4
 
1.1%
12번길64 3
 
0.8%
12번길18 2
 
0.5%
12번길56 2
 
0.5%
Other values (39) 41
 
11.2%

운영기관명
Categorical

HIGH CORRELATION 

Distinct2
Distinct (%)1.6%
Missing0
Missing (%)0.0%
Memory size1.1 KiB
어진샘노인종합복지관
79 
장산노인복지관
43 

Length

Max length10
Median length10
Mean length8.942623
Min length7

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
어진샘노인종합복지관 79
64.8%
장산노인복지관 43
35.2%

Length

2023-12-11T02:21:42.326872image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T02:21:42.605494image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
어진샘노인종합복지관 79
64.8%
장산노인복지관 43
35.2%

운영기관전화번호
Categorical

HIGH CORRELATION 

Distinct2
Distinct (%)1.6%
Missing0
Missing (%)0.0%
Memory size1.1 KiB
051-784-8008
79 
051-704-9141
43 

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 79
64.8%
051-704-9141 43
35.2%

Length

2023-12-11T02:21:42.864130image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T02:21:43.108092image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
051-784-8008 79
64.8%
051-704-9141 43
35.2%

접수방법구분
Categorical

CONSTANT 

Distinct1
Distinct (%)0.8%
Missing0
Missing (%)0.0%
Memory size1.1 KiB
방문접수
122 

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 122
100.0%

Length

2023-12-11T02:21:43.355281image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T02:21:43.566665image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
방문접수 122
100.0%

선정방법구분
Categorical

HIGH CORRELATION 

Distinct2
Distinct (%)1.6%
Missing0
Missing (%)0.0%
Memory size1.1 KiB
선착순
79 
공개추첨
43 

Length

Max length4
Median length3
Mean length3.352459
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
선착순 79
64.8%
공개추첨 43
35.2%

Length

2023-12-11T02:21:43.773305image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T02:21:43.988100image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
선착순 79
64.8%
공개추첨 43
35.2%

홈페이지주소
Categorical

HIGH CORRELATION 

Distinct2
Distinct (%)1.6%
Missing0
Missing (%)0.0%
Memory size1.1 KiB
http://ojin.saem.or.kr/
79 
http://www.haeundaejangsan.or.kr
43 

Length

Max length32
Median length23
Mean length26.172131
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/ 79
64.8%
http://www.haeundaejangsan.or.kr 43
35.2%

Length

2023-12-11T02:21:44.235094image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T02:21:44.495135image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
http://ojin.saem.or.kr 79
64.8%
http://www.haeundaejangsan.or.kr 43
35.2%

데이터기준일자
Date

CONSTANT 

Distinct1
Distinct (%)0.8%
Missing0
Missing (%)0.0%
Memory size1.1 KiB
Minimum2020-10-26 00:00:00
Maximum2020-10-26 00:00:00
2023-12-11T02:21:44.743957image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-11T02:21:44.997825image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=1)

Interactions

2023-12-11T02:21:31.995307image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-11T02:21:45.211318image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
교육시작시각교육종료시각강좌내용교육대상구분교육방법구분운영요일교육장소강좌정원수수강료교육장도로명주소운영기관명운영기관전화번호선정방법구분홈페이지주소
교육시작시각1.0000.9480.7200.3700.3330.0000.3830.3400.8680.0000.3700.3700.3700.370
교육종료시각0.9481.0000.8720.9590.8180.0000.8260.6220.7170.0000.9590.9590.9590.959
강좌내용0.7200.8721.0000.8820.9670.9750.9900.9670.8910.0000.8820.8820.8820.882
교육대상구분0.3700.9590.8821.0001.0000.9461.0000.6031.0001.0001.0001.0001.0001.000
교육방법구분0.3330.8180.9671.0001.0000.8331.0000.7900.8180.6931.0001.0001.0001.000
운영요일0.0000.0000.9750.9460.8331.0000.8500.7410.6950.8020.9460.9460.9460.946
교육장소0.3830.8260.9901.0001.0000.8501.0000.9440.8630.8871.0001.0001.0001.000
강좌정원수0.3400.6220.9670.6030.7900.7410.9441.0000.7810.7470.6030.6030.6030.603
수강료0.8680.7170.8911.0000.8180.6950.8630.7811.0000.7181.0001.0001.0001.000
교육장도로명주소0.0000.0000.0001.0000.6930.8020.8870.7470.7181.0001.0001.0001.0001.000
운영기관명0.3700.9590.8821.0001.0000.9461.0000.6031.0001.0001.0001.0001.0001.000
운영기관전화번호0.3700.9590.8821.0001.0000.9461.0000.6031.0001.0001.0001.0001.0001.000
선정방법구분0.3700.9590.8821.0001.0000.9461.0000.6031.0001.0001.0001.0001.0001.000
홈페이지주소0.3700.9590.8821.0001.0000.9461.0000.6031.0001.0001.0001.0001.0001.000
2023-12-11T02:21:45.672730image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
홈페이지주소운영기관명수강료선정방법구분운영요일교육장소교육장도로명주소운영기관전화번호교육대상구분교육방법구분
홈페이지주소1.0000.9820.9790.9820.8730.9400.7960.9820.9820.996
운영기관명0.9821.0000.9790.9820.8730.9400.7960.9820.9820.996
수강료0.9790.9791.0000.9790.3850.6050.3100.9790.9790.765
선정방법구분0.9820.9820.9791.0000.8730.9400.7960.9820.9820.996
운영요일0.8730.8730.3850.8731.0000.4680.2880.8730.8730.636
교육장소0.9400.9400.6050.9400.4681.0000.3990.9400.9400.944
교육장도로명주소0.7960.7960.3100.7960.2880.3991.0000.7960.7960.361
운영기관전화번호0.9820.9820.9790.9820.8730.9400.7961.0000.9820.996
교육대상구분0.9820.9820.9790.9820.8730.9400.7960.9821.0000.996
교육방법구분0.9960.9960.7650.9960.6360.9440.3610.9960.9961.000
2023-12-11T02:21:46.096072image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
강좌정원수교육대상구분교육방법구분운영요일교육장소수강료교육장도로명주소운영기관명운영기관전화번호선정방법구분홈페이지주소
강좌정원수1.0000.6350.7250.4310.7840.3770.3340.6350.6350.6350.635
교육대상구분0.6351.0000.9960.8730.9400.9790.7960.9820.9820.9820.982
교육방법구분0.7250.9961.0000.6360.9440.7650.3610.9960.9960.9960.996
운영요일0.4310.8730.6361.0000.4680.3850.2880.8730.8730.8730.873
교육장소0.7840.9400.9440.4681.0000.6050.3990.9400.9400.9400.940
수강료0.3770.9790.7650.3850.6051.0000.3100.9790.9790.9790.979
교육장도로명주소0.3340.7960.3610.2880.3990.3101.0000.7960.7960.7960.796
운영기관명0.6350.9820.9960.8730.9400.9790.7961.0000.9820.9820.982
운영기관전화번호0.6350.9820.9960.8730.9400.9790.7960.9821.0000.9820.982
선정방법구분0.6350.9820.9960.8730.9400.9790.7960.9820.9821.0000.982
홈페이지주소0.6350.9820.9960.8730.9400.9790.7960.9820.9820.9821.000

Missing values

2023-12-11T02:21:32.383953image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-11T02:21:32.937260image/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
0컴퓨터시작기초반2020-10-192020-12-3109:3010:20컴퓨터시작 기초노인강의식월·수3층 정보화교실25월 1만2천원해운대구 좌동로 126장산노인복지관051-704-9141방문접수공개추첨http://www.haeundaejangsan.or.kr2020-10-26
1컴퓨터시작심화반2020-10-192020-12-3110:3011:20컴퓨터시작 심화노인강의식월·수3층 정보화교실25월 1만2천원해운대구 좌동로 126장산노인복지관051-704-9141방문접수공개추첨http://www.haeundaejangsan.or.kr2020-10-26
2워드&인터넷반2020-10-192020-12-3111:3012:20워드&인터넷 활용노인강의식월·수3층 정보화교실25월 1만2천원해운대구 좌동로 126장산노인복지관051-704-9141방문접수공개추첨http://www.haeundaejangsan.or.kr2020-10-26
3스마트미디어반2020-10-192020-12-3113:0013:50블로그 활용 강의노인강의식월·수3층 정보화교실25월 1만2천원해운대구 좌동로 126장산노인복지관051-704-9141방문접수공개추첨http://www.haeundaejangsan.or.kr2020-10-26
4스마트고급활용반2020-10-192020-12-3109:3010:20블로그 활용 심화노인강의식화·목3층 정보화교실25월 1만2천원해운대구 좌동로 126장산노인복지관051-704-9141방문접수공개추첨http://www.haeundaejangsan.or.kr2020-10-26
5동영상제작반2020-10-192020-12-3110:3011:20동영상 제작노인강의식화·목3층 정보화교실25월 1만2천원해운대구 좌동로 126장산노인복지관051-704-9141방문접수공개추첨http://www.haeundaejangsan.or.kr2020-10-26
6원어민중국어 level12020-10-192020-12-3109:0009:50중국어 회화 기초노인강의식수·금5층 프로그램실 135월 1만원해운대구 좌동로 126장산노인복지관051-704-9141방문접수공개추첨http://www.haeundaejangsan.or.kr2020-10-26
7원어민중국어 level22020-10-192020-12-3110:0010:50중국어 회화 심화노인강의식수·금5층 프로그램실 135월 1만원해운대구 좌동로 126장산노인복지관051-704-9141방문접수공개추첨http://www.haeundaejangsan.or.kr2020-10-26
8일본어초급반2020-10-192020-12-3109:3010:20일본어 초급노인강의식월·목5층 프로그램실 135월 1만원해운대구 좌동로 126장산노인복지관051-704-9141방문접수공개추첨http://www.haeundaejangsan.or.kr2020-10-26
9일본어중급반2020-10-192020-12-3110:3012:20일본어 중급노인강의식월·목5층 프로그램실 135월 1만원해운대구 좌동로 126장산노인복지관051-704-9141방문접수공개추첨http://www.haeundaejangsan.or.kr2020-10-26
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