Overview

Dataset statistics

Number of variables21
Number of observations136
Missing cells544
Missing cells (%)19.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory23.1 KiB
Average record size in memory174.0 B

Variable types

Text2
Unsupported4
DateTime3
Categorical11
Numeric1

Dataset

Description부산광역시해운대구_해운대구노인복지관프로그램현황_20200923
Author부산광역시 해운대구
URLhttp://data.busan.go.kr/dataSet/detail.nm?contentId=10&publicdatapk=3074444

Alerts

접수방법구분 has constant value ""Constant
데이터기준일자 has constant value ""Constant
교육시작일자 has 136 (100.0%) missing valuesMissing
교육종료일자 has 136 (100.0%) missing valuesMissing
접수시작일자 has 136 (100.0%) missing valuesMissing
접수종료일자 has 136 (100.0%) missing valuesMissing
교육시작일자 is an unsupported type, check if it needs cleaning or further analysisUnsupported
교육종료일자 is an unsupported type, check if it needs cleaning or further analysisUnsupported
접수시작일자 is an unsupported type, check if it needs cleaning or further analysisUnsupported
접수종료일자 is an unsupported type, check if it needs cleaning or further analysisUnsupported

Reproduction

Analysis started2023-12-10 17:21:48.909383
Analysis finished2023-12-10 17:21:49.690401
Duration0.78 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

강좌명
Text

Distinct135
Distinct (%)99.3%
Missing0
Missing (%)0.0%
Memory size1.2 KiB
2023-12-11T02:21:50.203382image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length13
Median length8
Mean length5.5808824
Min length2

Characters and Unicode

Total characters759
Distinct characters142
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

Unique134 ?
Unique (%)98.5%

Sample

1st row컴퓨터시작기초반
2nd row컴퓨터시작심화반
3rd row워드&인터넷반
4th row스마트미디어반
5th row스마트고급활용반
ValueCountFrequency (%)
단전호흡 5
 
3.2%
실버요가 5
 
3.2%
b반 5
 
3.2%
a반 5
 
3.2%
한국무용 3
 
1.9%
노래교실 2
 
1.3%
e반 2
 
1.3%
라인댄스 2
 
1.3%
댄스스포츠 2
 
1.3%
하모니카고급 2
 
1.3%
Other values (120) 123
78.8%
2023-12-11T02:21:51.146667image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
반 47
 
6.2%
급 35
 
4.6%
어 27
 
3.6%
실 23
 
3.0%
A 22
 
2.9%
B 22
 
2.9%
스 22
 
2.9%
초 21
 
2.8%
20
 
2.6%
교 18
 
2.4%
Other values (132) 502
66.1%

Most occurring categories

ValueCountFrequency (%)
Other Letter 663
87.4%
Uppercase Letter 62
 
8.2%
Space Separator 20
 
2.6%
Lowercase Letter 10
 
1.3%
Decimal Number 2
 
0.3%
Other Punctuation 2
 
0.3%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
반 47
 
7.1%
급 35
 
5.3%
어 27
 
4.1%
실 23
 
3.5%
스 22
 
3.3%
초 21
 
3.2%
교 18
 
2.7%
중 17
 
2.6%
댄 16
 
2.4%
화 16
 
2.4%
Other values (117) 421
63.5%
Uppercase Letter
ValueCountFrequency (%)
A 22
35.5%
B 22
35.5%
C 10
16.1%
D 3
 
4.8%
E 3
 
4.8%
F 1
 
1.6%
P 1
 
1.6%
Lowercase Letter
ValueCountFrequency (%)
l 4
40.0%
e 4
40.0%
v 2
20.0%
Decimal Number
ValueCountFrequency (%)
2 1
50.0%
1 1
50.0%
Other Punctuation
ValueCountFrequency (%)
& 1
50.0%
· 1
50.0%
Space Separator
ValueCountFrequency (%)
20
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 663
87.4%
Latin 72
 
9.5%
Common 24
 
3.2%

Most frequent character per script

Hangul
ValueCountFrequency (%)
반 47
 
7.1%
급 35
 
5.3%
어 27
 
4.1%
실 23
 
3.5%
스 22
 
3.3%
초 21
 
3.2%
교 18
 
2.7%
중 17
 
2.6%
댄 16
 
2.4%
화 16
 
2.4%
Other values (117) 421
63.5%
Latin
ValueCountFrequency (%)
A 22
30.6%
B 22
30.6%
C 10
13.9%
l 4
 
5.6%
e 4
 
5.6%
D 3
 
4.2%
E 3
 
4.2%
v 2
 
2.8%
F 1
 
1.4%
P 1
 
1.4%
Common
ValueCountFrequency (%)
20
83.3%
2 1
 
4.2%
1 1
 
4.2%
& 1
 
4.2%
· 1
 
4.2%

Most occurring blocks

ValueCountFrequency (%)
Hangul 663
87.4%
ASCII 95
 
12.5%
None 1
 
0.1%

Most frequent character per block

Hangul
ValueCountFrequency (%)
반 47
 
7.1%
급 35
 
5.3%
어 27
 
4.1%
실 23
 
3.5%
스 22
 
3.3%
초 21
 
3.2%
교 18
 
2.7%
중 17
 
2.6%
댄 16
 
2.4%
화 16
 
2.4%
Other values (117) 421
63.5%
ASCII
ValueCountFrequency (%)
A 22
23.2%
B 22
23.2%
20
21.1%
C 10
10.5%
l 4
 
4.2%
e 4
 
4.2%
D 3
 
3.2%
E 3
 
3.2%
v 2
 
2.1%
2 1
 
1.1%
Other values (4) 4
 
4.2%
None
ValueCountFrequency (%)
· 1
100.0%

교육시작일자
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing136
Missing (%)100.0%
Memory size1.3 KiB

교육종료일자
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing136
Missing (%)100.0%
Memory size1.3 KiB

교육시작시각
Date

Distinct25
Distinct (%)18.4%
Missing0
Missing (%)0.0%
Memory size1.2 KiB
Minimum2023-12-11 09:00:00
Maximum2023-12-11 16:00:00
2023-12-11T02:21:51.437473image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-11T02:21:51.793957image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=25)

교육종료시각
Date

Distinct33
Distinct (%)24.3%
Missing0
Missing (%)0.0%
Memory size1.2 KiB
Minimum2023-12-11 09:50:00
Maximum2023-12-11 17:00:00
2023-12-11T02:21:52.111334image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-11T02:21:52.506453image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=33)

강좌내용
Text

Distinct78
Distinct (%)57.4%
Missing0
Missing (%)0.0%
Memory size1.2 KiB
2023-12-11T02:21:53.167379image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length9
Median length8
Mean length4.2573529
Min length2

Characters and Unicode

Total characters579
Distinct characters118
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

Unique51 ?
Unique (%)37.5%

Sample

1st row컴퓨터시작 기초
2nd row컴퓨터시작 심화
3rd row워드&인터넷 활용
4th row블로그 활용 강의
5th row블로그 활용 심화
ValueCountFrequency (%)
단전호흡 9
 
5.3%
요가 8
 
4.7%
초급 7
 
4.1%
하모니카 7
 
4.1%
중급 7
 
4.1%
탁구 6
 
3.6%
기타 5
 
3.0%
라인댄스 5
 
3.0%
고급 5
 
3.0%
오카리나 4
 
2.4%
Other values (57) 106
62.7%
2023-12-11T02:21:54.282510image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
33
 
5.7%
어 23
 
4.0%
급 23
 
4.0%
스 19
 
3.3%
화 18
 
3.1%
초 17
 
2.9%
기 15
 
2.6%
댄 15
 
2.6%
영 14
 
2.4%
가 12
 
2.1%
Other values (108) 390
67.4%

Most occurring categories

ValueCountFrequency (%)
Other Letter 533
92.1%
Space Separator 33
 
5.7%
Open Punctuation 4
 
0.7%
Close Punctuation 4
 
0.7%
Other Punctuation 3
 
0.5%
Uppercase Letter 2
 
0.3%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
어 23
 
4.3%
급 23
 
4.3%
스 19
 
3.6%
화 18
 
3.4%
초 17
 
3.2%
기 15
 
2.8%
댄 15
 
2.8%
영 14
 
2.6%
가 12
 
2.3%
요 12
 
2.3%
Other values (100) 365
68.5%
Other Punctuation
ValueCountFrequency (%)
& 1
33.3%
, 1
33.3%
· 1
33.3%
Uppercase Letter
ValueCountFrequency (%)
P 1
50.0%
C 1
50.0%
Space Separator
ValueCountFrequency (%)
33
100.0%
Open Punctuation
ValueCountFrequency (%)
( 4
100.0%
Close Punctuation
ValueCountFrequency (%)
) 4
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 533
92.1%
Common 44
 
7.6%
Latin 2
 
0.3%

Most frequent character per script

Hangul
ValueCountFrequency (%)
어 23
 
4.3%
급 23
 
4.3%
스 19
 
3.6%
화 18
 
3.4%
초 17
 
3.2%
기 15
 
2.8%
댄 15
 
2.8%
영 14
 
2.6%
가 12
 
2.3%
요 12
 
2.3%
Other values (100) 365
68.5%
Common
ValueCountFrequency (%)
33
75.0%
( 4
 
9.1%
) 4
 
9.1%
& 1
 
2.3%
, 1
 
2.3%
· 1
 
2.3%
Latin
ValueCountFrequency (%)
P 1
50.0%
C 1
50.0%

Most occurring blocks

ValueCountFrequency (%)
Hangul 533
92.1%
ASCII 45
 
7.8%
None 1
 
0.2%

Most frequent character per block

ASCII
ValueCountFrequency (%)
33
73.3%
( 4
 
8.9%
) 4
 
8.9%
& 1
 
2.2%
P 1
 
2.2%
, 1
 
2.2%
C 1
 
2.2%
Hangul
ValueCountFrequency (%)
어 23
 
4.3%
급 23
 
4.3%
스 19
 
3.6%
화 18
 
3.4%
초 17
 
3.2%
기 15
 
2.8%
댄 15
 
2.8%
영 14
 
2.6%
가 12
 
2.3%
요 12
 
2.3%
Other values (100) 365
68.5%
None
ValueCountFrequency (%)
· 1
100.0%

교육대상구분
Categorical

Distinct2
Distinct (%)1.5%
Missing0
Missing (%)0.0%
Memory size1.2 KiB
만60세 이상 어르신
84 
노인
52 

Length

Max length11
Median length11
Mean length7.5588235
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
만60세 이상 어르신 84
61.8%
노인 52
38.2%

Length

2023-12-11T02:21:54.694231image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T02:21:55.007920image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
만60세 84
27.6%
이상 84
27.6%
어르신 84
27.6%
노인 52
17.1%

교육방법구분
Categorical

Distinct3
Distinct (%)2.2%
Missing0
Missing (%)0.0%
Memory size1.2 KiB
강의
84 
실습
38 
강의식
14 

Length

Max length3
Median length2
Mean length2.1029412
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
강의 84
61.8%
실습 38
27.9%
강의식 14
 
10.3%

Length

2023-12-11T02:21:55.336808image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T02:21:55.683400image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
강의 84
61.8%
실습 38
27.9%
강의식 14
 
10.3%

운영요일
Categorical

Distinct13
Distinct (%)9.6%
Missing0
Missing (%)0.0%
Memory size1.2 KiB
화·목
31 
월·수
22 
수·금
14 
월·목
13 
월
11 
Other values (8)
45 

Length

Max length3
Median length3
Mean length2.4411765
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 31
22.8%
월·수 22
16.2%
수·금 14
10.3%
월·목 13
9.6%
월 11
 
8.1%
금 11
 
8.1%
화·금 7
 
5.1%
수 6
 
4.4%
목 5
 
3.7%
화 5
 
3.7%
Other values (3) 11
 
8.1%

Length

2023-12-11T02:21:56.585581image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
화·목 31
22.8%
월·수 22
16.2%
수·금 14
10.3%
월·목 13
9.6%
월 11
 
8.1%
금 11
 
8.1%
화·금 7
 
5.1%
수 6
 
4.4%
목 5
 
3.7%
화 5
 
3.7%
Other values (3) 11
 
8.1%

교육장소
Categorical

Distinct17
Distinct (%)12.5%
Missing0
Missing (%)0.0%
Memory size1.2 KiB
어진샘홀
13 
소회의실
13 
4층 강당
12 
누리실
11 
정보화실
11 
Other values (12)
76 

Length

Max length10
Median length8
Mean length5.2058824
Min length3

Unique

Unique2 ?
Unique (%)1.5%

Sample

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

Common Values

ValueCountFrequency (%)
어진샘홀 13
9.6%
소회의실 13
9.6%
4층 강당 12
 
8.8%
누리실 11
 
8.1%
정보화실 11
 
8.1%
4층 프로그램실 10
 
7.4%
5층 프로그램실 2 10
 
7.4%
배움실 8
 
5.9%
5층 프로그램실 1 8
 
5.9%
행복실 8
 
5.9%
Other values (7) 32
23.5%

Length

2023-12-11T02:21:56.951613image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
프로그램실 28
13.6%
4층 22
 
10.7%
5층 18
 
8.7%
어진샘홀 13
 
6.3%
소회의실 13
 
6.3%
강당 12
 
5.8%
3층 12
 
5.8%
누리실 11
 
5.3%
정보화실 11
 
5.3%
2 10
 
4.9%
Other values (10) 56
27.2%

강좌정원수
Real number (ℝ)

Distinct15
Distinct (%)11.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean24.338235
Minimum10
Maximum200
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.3 KiB
2023-12-11T02:21:57.279361image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum10
5-th percentile14
Q115
median20
Q330
95-th percentile40
Maximum200
Range190
Interquartile range (IQR)15

Descriptive statistics

Standard deviation18.744765
Coefficient of variation (CV)0.77017767
Kurtosis58.912259
Mean24.338235
Median Absolute Deviation (MAD)5
Skewness6.7536027
Sum3310
Variance351.36623
MonotonicityNot monotonic
2023-12-11T02:21:57.619800image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=15)
ValueCountFrequency (%)
20 38
27.9%
15 29
21.3%
30 14
 
10.3%
25 12
 
8.8%
35 9
 
6.6%
40 9
 
6.6%
14 6
 
4.4%
16 6
 
4.4%
17 4
 
2.9%
13 4
 
2.9%
Other values (5) 5
 
3.7%
ValueCountFrequency (%)
10 1
 
0.7%
13 4
 
2.9%
14 6
 
4.4%
15 29
21.3%
16 6
 
4.4%
17 4
 
2.9%
20 38
27.9%
25 12
 
8.8%
30 14
 
10.3%
35 9
 
6.6%
ValueCountFrequency (%)
200 1
 
0.7%
100 1
 
0.7%
60 1
 
0.7%
50 1
 
0.7%
40 9
 
6.6%
35 9
 
6.6%
30 14
 
10.3%
25 12
 
8.8%
20 38
27.9%
17 4
 
2.9%

수강료
Categorical

Distinct7
Distinct (%)5.1%
Missing0
Missing (%)0.0%
Memory size1.2 KiB
분기25000원
72 
월 1만원
45 
월 1만2천원
 
7
분기30000원
 
6
무료
 
4
Other values (2)
 
2

Length

Max length8
Median length8
Mean length6.7794118
Min length2

Unique

Unique2 ?
Unique (%)1.5%

Sample

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

Common Values

ValueCountFrequency (%)
분기25000원 72
52.9%
월 1만원 45
33.1%
월 1만2천원 7
 
5.1%
분기30000원 6
 
4.4%
무료 4
 
2.9%
분기25001원 1
 
0.7%
분기25002원 1
 
0.7%

Length

2023-12-11T02:21:57.996516image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T02:21:58.373015image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
분기25000원 72
38.3%
월 52
27.7%
1만원 45
23.9%
1만2천원 7
 
3.7%
분기30000원 6
 
3.2%
무료 4
 
2.1%
분기25001원 1
 
0.5%
분기25002원 1
 
0.5%

교육장도로명주소
Categorical

Distinct48
Distinct (%)35.3%
Missing0
Missing (%)0.0%
Memory size1.2 KiB
해운대구 좌동로 126
52 
해운대구 재반로 12번길72
19 
해운대구 재반로 12번길85
11 
해운대구 재반로 12번길68
 
4
해운대구 재반로 12번길64
 
3
Other values (43)
47 

Length

Max length15
Median length15
Mean length13.852941
Min length12

Unique

Unique39 ?
Unique (%)28.7%

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 52
38.2%
해운대구 재반로 12번길72 19
 
14.0%
해운대구 재반로 12번길85 11
 
8.1%
해운대구 재반로 12번길68 4
 
2.9%
해운대구 재반로 12번길64 3
 
2.2%
해운대구 재반로 12번길57 2
 
1.5%
해운대구 재반로 12번길45 2
 
1.5%
해운대구 재반로 12번길56 2
 
1.5%
해운대구 재반로 12번길18 2
 
1.5%
해운대구 재반로 12번길37 1
 
0.7%
Other values (38) 38
27.9%

Length

2023-12-11T02:21:58.771462image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
해운대구 136
33.3%
재반로 84
20.6%
126 52
 
12.7%
좌동로 52
 
12.7%
12번길72 19
 
4.7%
12번길85 11
 
2.7%
12번길68 4
 
1.0%
12번길64 3
 
0.7%
12번길18 2
 
0.5%
12번길56 2
 
0.5%
Other values (41) 43
 
10.5%

운영기관명
Categorical

Distinct2
Distinct (%)1.5%
Missing0
Missing (%)0.0%
Memory size1.2 KiB
어진샘노인종합복지관
84 
장산노인복지관
52 

Length

Max length10
Median length10
Mean length8.8529412
Min length7

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
어진샘노인종합복지관 84
61.8%
장산노인복지관 52
38.2%

Length

2023-12-11T02:21:59.117638image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T02:21:59.412246image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
어진샘노인종합복지관 84
61.8%
장산노인복지관 52
38.2%

운영기관전화번호
Categorical

Distinct2
Distinct (%)1.5%
Missing0
Missing (%)0.0%
Memory size1.2 KiB
051-784-8008
84 
051-704-9141
52 

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 84
61.8%
051-704-9141 52
38.2%

Length

2023-12-11T02:21:59.819505image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T02:22:00.199794image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
051-784-8008 84
61.8%
051-704-9141 52
38.2%

접수시작일자
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing136
Missing (%)100.0%
Memory size1.3 KiB

접수종료일자
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing136
Missing (%)100.0%
Memory size1.3 KiB

접수방법구분
Categorical

CONSTANT 

Distinct1
Distinct (%)0.7%
Missing0
Missing (%)0.0%
Memory size1.2 KiB
방문접수
136 

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 136
100.0%

Length

2023-12-11T02:22:00.546238image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T02:22:00.860993image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
방문접수 136
100.0%

선정방법구분
Categorical

Distinct2
Distinct (%)1.5%
Missing0
Missing (%)0.0%
Memory size1.2 KiB
선착순
84 
공개추첨
52 

Length

Max length4
Median length3
Mean length3.3823529
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
선착순 84
61.8%
공개추첨 52
38.2%

Length

2023-12-11T02:22:01.152101image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T02:22:01.460389image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
선착순 84
61.8%
공개추첨 52
38.2%

홈페이지주소
Categorical

Distinct2
Distinct (%)1.5%
Missing0
Missing (%)0.0%
Memory size1.2 KiB
http://ojin.saem.or.kr/
84 
http://www.haeundaejangsan.or.kr
52 

Length

Max length32
Median length23
Mean length26.441176
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/ 84
61.8%
http://www.haeundaejangsan.or.kr 52
38.2%

Length

2023-12-11T02:22:01.791711image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T02:22:02.086475image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
http://ojin.saem.or.kr 84
61.8%
http://www.haeundaejangsan.or.kr 52
38.2%

데이터기준일자
Date

CONSTANT 

Distinct1
Distinct (%)0.7%
Missing0
Missing (%)0.0%
Memory size1.2 KiB
Minimum2020-09-01 00:00:00
Maximum2020-09-01 00:00:00
2023-12-11T02:22:02.381490image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-11T02:22:02.671085image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=1)

Sample

강좌명교육시작일자교육종료일자교육시작시각교육종료시각강좌내용교육대상구분교육방법구분운영요일교육장소강좌정원수수강료교육장도로명주소운영기관명운영기관전화번호접수시작일자접수종료일자접수방법구분선정방법구분홈페이지주소데이터기준일자
0컴퓨터시작기초반<NA><NA>09:3010:20컴퓨터시작 기초노인강의식월·수3층 정보화교실25월 1만2천원해운대구 좌동로 126장산노인복지관051-704-9141<NA><NA>방문접수공개추첨http://www.haeundaejangsan.or.kr2020-09-01
1컴퓨터시작심화반<NA><NA>10:3011:20컴퓨터시작 심화노인강의식월·수3층 정보화교실25월 1만2천원해운대구 좌동로 126장산노인복지관051-704-9141<NA><NA>방문접수공개추첨http://www.haeundaejangsan.or.kr2020-09-01
2워드&인터넷반<NA><NA>11:3012:20워드&인터넷 활용노인강의식월·수3층 정보화교실25월 1만2천원해운대구 좌동로 126장산노인복지관051-704-9141<NA><NA>방문접수공개추첨http://www.haeundaejangsan.or.kr2020-09-01
3스마트미디어반<NA><NA>13:0013:50블로그 활용 강의노인강의식월·수3층 정보화교실25월 1만2천원해운대구 좌동로 126장산노인복지관051-704-9141<NA><NA>방문접수공개추첨http://www.haeundaejangsan.or.kr2020-09-01
4스마트고급활용반<NA><NA>09:3010:20블로그 활용 심화노인강의식화·목3층 정보화교실25월 1만2천원해운대구 좌동로 126장산노인복지관051-704-9141<NA><NA>방문접수공개추첨http://www.haeundaejangsan.or.kr2020-09-01
5동영상제작반<NA><NA>10:3011:20동영상 제작노인강의식화·목3층 정보화교실25월 1만2천원해운대구 좌동로 126장산노인복지관051-704-9141<NA><NA>방문접수공개추첨http://www.haeundaejangsan.or.kr2020-09-01
6원어민중국어 level1<NA><NA>09:0009:50중국어 회화 기초노인강의식수·금5층 프로그램실 135월 1만원해운대구 좌동로 126장산노인복지관051-704-9141<NA><NA>방문접수공개추첨http://www.haeundaejangsan.or.kr2020-09-01
7원어민중국어 level2<NA><NA>10:0010:50중국어 회화 심화노인강의식수·금5층 프로그램실 135월 1만원해운대구 좌동로 126장산노인복지관051-704-9141<NA><NA>방문접수공개추첨http://www.haeundaejangsan.or.kr2020-09-01
8일본어초급반<NA><NA>09:3010:20일본어 초급노인강의식월·목5층 프로그램실 135월 1만원해운대구 좌동로 126장산노인복지관051-704-9141<NA><NA>방문접수공개추첨http://www.haeundaejangsan.or.kr2020-09-01
9일본어중급반<NA><NA>10:3011:20일본어 중급노인강의식월·목5층 프로그램실 135월 1만원해운대구 좌동로 126장산노인복지관051-704-9141<NA><NA>방문접수공개추첨http://www.haeundaejangsan.or.kr2020-09-01
강좌명교육시작일자교육종료일자교육시작시각교육종료시각강좌내용교육대상구분교육방법구분운영요일교육장소강좌정원수수강료교육장도로명주소운영기관명운영기관전화번호접수시작일자접수종료일자접수방법구분선정방법구분홈페이지주소데이터기준일자
126컴퓨터초급B<NA><NA>15:4016:50컴퓨터초급만60세 이상 어르신강의월·금정보화실15무료해운대구 재반로 12번길85어진샘노인종합복지관051-784-8008<NA><NA>방문접수선착순http://ojin.saem.or.kr/2020-09-01
127컴퓨터초급C<NA><NA>13:0014:10컴퓨터초급만60세 이상 어르신강의화·목정보화실15무료해운대구 재반로 12번길85어진샘노인종합복지관051-784-8008<NA><NA>방문접수선착순http://ojin.saem.or.kr/2020-09-01
128컴퓨터중급<NA><NA>14:2015:30컴퓨터중급만60세 이상 어르신강의월·수정보화실15분기30000원해운대구 재반로 12번길85어진샘노인종합복지관051-784-8008<NA><NA>방문접수선착순http://ojin.saem.or.kr/2020-09-01
129문서작성<NA><NA>13:0014:10문서작성만60세 이상 어르신강의월·수정보화실15분기30000원해운대구 재반로 12번길85어진샘노인종합복지관051-784-8008<NA><NA>방문접수선착순http://ojin.saem.or.kr/2020-09-01
130동영상만들기A<NA><NA>10:5012:00동영상만들기만60세 이상 어르신강의화·목정보화실15분기30000원해운대구 재반로 12번길85어진샘노인종합복지관051-784-8008<NA><NA>방문접수선착순http://ojin.saem.or.kr/2020-09-01
131동영상만들기B<NA><NA>10:5012:00동영상만들기만60세 이상 어르신강의월·금정보화실15분기30000원해운대구 재반로 12번길85어진샘노인종합복지관051-784-8008<NA><NA>방문접수선착순http://ojin.saem.or.kr/2020-09-01
132인터넷교실<NA><NA>09:3012:00인터넷만60세 이상 어르신강의수정보화실15분기30000원해운대구 재반로 12번길85어진샘노인종합복지관051-784-8008<NA><NA>방문접수선착순http://ojin.saem.or.kr/2020-09-01
133스마트폰A<NA><NA>09:3010:40스마트폰만60세 이상 어르신강의화·목정보화실15분기25000원해운대구 재반로 12번길85어진샘노인종합복지관051-784-8008<NA><NA>방문접수선착순http://ojin.saem.or.kr/2020-09-01
134스마트폰B<NA><NA>14:2015:30스마트폰만60세 이상 어르신강의화·목정보화실15분기25000원해운대구 재반로 12번길85어진샘노인종합복지관051-784-8008<NA><NA>방문접수선착순http://ojin.saem.or.kr/2020-09-01
135태블릿PC<NA><NA>13:0015:30태블릿PC만60세 이상 어르신강의금정보화실15분기30000원해운대구 재반로 12번길85어진샘노인종합복지관051-784-8008<NA><NA>방문접수선착순http://ojin.saem.or.kr/2020-09-01