Overview

Dataset statistics

Number of variables25
Number of observations30
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory6.0 KiB
Average record size in memory206.4 B

Variable types

Text3
DateTime7
Categorical12
Boolean3

Dataset

Description파일 다운로드
Author동작구
URLhttps://data.seoul.go.kr/dataList/OA-13282/F/1/datasetView.do

Alerts

교육방법구분 has constant value ""Constant
교육장소 has constant value ""Constant
교육장도로명주소 has constant value ""Constant
운영기관명 has constant value ""Constant
운영기관전화번호 has constant value ""Constant
접수방법구분 has constant value ""Constant
선정방법구분 has constant value ""Constant
홈페이지주소 has constant value ""Constant
직업능력개발훈련비지원강좌여부 has constant value ""Constant
학점은행제평가(학점)인정여부 has constant value ""Constant
평생학습계좌제평가인정여부 has constant value ""Constant
데이터기준일자 has constant value ""Constant
교육대상구분 is highly imbalanced (78.9%)Imbalance

Reproduction

Analysis started2023-12-11 07:26:16.828964
Analysis finished2023-12-11 07:26:17.345674
Duration0.52 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

강좌명
Text

Distinct28
Distinct (%)93.3%
Missing0
Missing (%)0.0%
Memory size372.0 B
2023-12-11T16:26:17.541045image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length19
Median length15
Mean length11.733333
Min length4

Characters and Unicode

Total characters352
Distinct characters139
Distinct categories8 ?
Distinct scripts3 ?
Distinct blocks3 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique26 ?
Unique (%)86.7%

Sample

1st row동작여행기획가 양성과정
2nd row활력증진프로그램(펀리더십)
3rd row펜 일러스트
4th row색채로 다가가는 명화 인문학
5th row영화를 통한 인문학 산책
ValueCountFrequency (%)
통한 3
 
3.8%
스마트폰 2
 
2.5%
일러스트 2
 
2.5%
양성과정 2
 
2.5%
만들기 2
 
2.5%
활용한 2
 
2.5%
사진&블로그 2
 
2.5%
인문학 2
 
2.5%
리본공예 2
 
2.5%
캘리그라피 2
 
2.5%
Other values (55) 58
73.4%
2023-12-11T16:26:17.992527image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
49
 
13.9%
로 9
 
2.6%
이 8
 
2.3%
리 8
 
2.3%
한 7
 
2.0%
화 7
 
2.0%
스 6
 
1.7%
기 6
 
1.7%
예 6
 
1.7%
그 6
 
1.7%
Other values (129) 240
68.2%

Most occurring categories

ValueCountFrequency (%)
Other Letter 286
81.2%
Space Separator 49
 
13.9%
Open Punctuation 4
 
1.1%
Close Punctuation 4
 
1.1%
Other Punctuation 4
 
1.1%
Uppercase Letter 3
 
0.9%
Initial Punctuation 1
 
0.3%
Final Punctuation 1
 
0.3%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
로 9
 
3.1%
이 8
 
2.8%
리 8
 
2.8%
한 7
 
2.4%
화 7
 
2.4%
스 6
 
2.1%
기 6
 
2.1%
예 6
 
2.1%
그 6
 
2.1%
마 5
 
1.7%
Other values (121) 218
76.2%
Uppercase Letter
ValueCountFrequency (%)
P 2
66.7%
O 1
33.3%
Space Separator
ValueCountFrequency (%)
49
100.0%
Open Punctuation
ValueCountFrequency (%)
( 4
100.0%
Close Punctuation
ValueCountFrequency (%)
) 4
100.0%
Other Punctuation
ValueCountFrequency (%)
& 4
100.0%
Initial Punctuation
ValueCountFrequency (%)
“ 1
100.0%
Final Punctuation
ValueCountFrequency (%)
” 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 286
81.2%
Common 63
 
17.9%
Latin 3
 
0.9%

Most frequent character per script

Hangul
ValueCountFrequency (%)
로 9
 
3.1%
이 8
 
2.8%
리 8
 
2.8%
한 7
 
2.4%
화 7
 
2.4%
스 6
 
2.1%
기 6
 
2.1%
예 6
 
2.1%
그 6
 
2.1%
마 5
 
1.7%
Other values (121) 218
76.2%
Common
ValueCountFrequency (%)
49
77.8%
( 4
 
6.3%
) 4
 
6.3%
& 4
 
6.3%
“ 1
 
1.6%
” 1
 
1.6%
Latin
ValueCountFrequency (%)
P 2
66.7%
O 1
33.3%

Most occurring blocks

ValueCountFrequency (%)
Hangul 286
81.2%
ASCII 64
 
18.2%
Punctuation 2
 
0.6%

Most frequent character per block

ASCII
ValueCountFrequency (%)
49
76.6%
( 4
 
6.2%
) 4
 
6.2%
& 4
 
6.2%
P 2
 
3.1%
O 1
 
1.6%
Hangul
ValueCountFrequency (%)
로 9
 
3.1%
이 8
 
2.8%
리 8
 
2.8%
한 7
 
2.4%
화 7
 
2.4%
스 6
 
2.1%
기 6
 
2.1%
예 6
 
2.1%
그 6
 
2.1%
마 5
 
1.7%
Other values (121) 218
76.2%
Punctuation
ValueCountFrequency (%)
“ 1
50.0%
” 1
50.0%

강사명
Text

Distinct25
Distinct (%)83.3%
Missing0
Missing (%)0.0%
Memory size372.0 B
2023-12-11T16:26:18.220457image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length3
Median length3
Mean length3
Min length3

Characters and Unicode

Total characters90
Distinct characters46
Distinct categories1 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique20 ?
Unique (%)66.7%

Sample

1st row최양순
2nd row최은희
3rd row최규식
4th row김미경
5th row박영은
ValueCountFrequency (%)
김미경 2
 
6.7%
이수정 2
 
6.7%
김형선 2
 
6.7%
정영교 2
 
6.7%
김지수 2
 
6.7%
김성미 1
 
3.3%
최양순 1
 
3.3%
윤선희 1
 
3.3%
원춘옥 1
 
3.3%
전기순 1
 
3.3%
Other values (15) 15
50.0%
2023-12-11T16:26:18.592258image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
김 9
 
10.0%
수 5
 
5.6%
정 5
 
5.6%
선 5
 
5.6%
영 4
 
4.4%
경 4
 
4.4%
희 3
 
3.3%
은 3
 
3.3%
미 3
 
3.3%
최 3
 
3.3%
Other values (36) 46
51.1%

Most occurring categories

ValueCountFrequency (%)
Other Letter 90
100.0%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
김 9
 
10.0%
수 5
 
5.6%
정 5
 
5.6%
선 5
 
5.6%
영 4
 
4.4%
경 4
 
4.4%
희 3
 
3.3%
은 3
 
3.3%
미 3
 
3.3%
최 3
 
3.3%
Other values (36) 46
51.1%

Most occurring scripts

ValueCountFrequency (%)
Hangul 90
100.0%

Most frequent character per script

Hangul
ValueCountFrequency (%)
김 9
 
10.0%
수 5
 
5.6%
정 5
 
5.6%
선 5
 
5.6%
영 4
 
4.4%
경 4
 
4.4%
희 3
 
3.3%
은 3
 
3.3%
미 3
 
3.3%
최 3
 
3.3%
Other values (36) 46
51.1%

Most occurring blocks

ValueCountFrequency (%)
Hangul 90
100.0%

Most frequent character per block

Hangul
ValueCountFrequency (%)
김 9
 
10.0%
수 5
 
5.6%
정 5
 
5.6%
선 5
 
5.6%
영 4
 
4.4%
경 4
 
4.4%
희 3
 
3.3%
은 3
 
3.3%
미 3
 
3.3%
최 3
 
3.3%
Other values (36) 46
51.1%

교육시작일자
Date

Distinct13
Distinct (%)43.3%
Missing0
Missing (%)0.0%
Memory size372.0 B
Minimum2016-03-08 00:00:00
Maximum2016-06-14 00:00:00
2023-12-11T16:26:18.717781image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-11T16:26:18.848829image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=13)

교육종료일자
Date

Distinct18
Distinct (%)60.0%
Missing0
Missing (%)0.0%
Memory size372.0 B
Minimum2016-03-25 00:00:00
Maximum2016-07-05 00:00:00
2023-12-11T16:26:18.964767image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-11T16:26:19.162867image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=18)

교육시작시각
Date

Distinct6
Distinct (%)20.0%
Missing0
Missing (%)0.0%
Memory size372.0 B
Minimum2023-12-11 10:00:00
Maximum2023-12-11 19:00:00
2023-12-11T16:26:19.307347image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-11T16:26:19.443316image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=6)

교육종료시각
Date

Distinct10
Distinct (%)33.3%
Missing0
Missing (%)0.0%
Memory size372.0 B
Minimum2023-12-11 11:30:00
Maximum2023-12-11 20:30:00
2023-12-11T16:26:19.585786image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-11T16:26:19.732439image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=10)

강좌내용
Text

Distinct28
Distinct (%)93.3%
Missing0
Missing (%)0.0%
Memory size372.0 B
2023-12-11T16:26:19.978516image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length37
Median length29
Mean length25.366667
Min length4

Characters and Unicode

Total characters761
Distinct characters179
Distinct categories6 ?
Distinct scripts2 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique26 ?
Unique (%)86.7%

Sample

1st row동작구 관내 다양한 장소들을 여행
2nd row펀 리더십을 통한 활력 증진
3rd row펜과 수채화색연필을 통해 누구나 쉽게 그릴 수 있는 일러스트 강좌
4th row명화작품들을 색채의 관점에서 이해해보기
5th row다양한 영화를 활용한 인문학적 사유와 통찰
ValueCountFrequency (%)
및 9
 
4.6%
다양한 8
 
4.1%
이용하여 6
 
3.1%
활용한 6
 
3.1%
이해 5
 
2.6%
제작 4
 
2.1%
만들기 3
 
1.5%
통해 3
 
1.5%
표현 3
 
1.5%
교육 3
 
1.5%
Other values (115) 145
74.4%
2023-12-11T16:26:20.398356image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
173
 
22.7%
한 24
 
3.2%
이 22
 
2.9%
을 18
 
2.4%
활 16
 
2.1%
용 15
 
2.0%
기 14
 
1.8%
해 13
 
1.7%
양 11
 
1.4%
통 10
 
1.3%
Other values (169) 445
58.5%

Most occurring categories

ValueCountFrequency (%)
Other Letter 575
75.6%
Space Separator 173
 
22.7%
Other Punctuation 8
 
1.1%
Decimal Number 3
 
0.4%
Close Punctuation 1
 
0.1%
Open Punctuation 1
 
0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
한 24
 
4.2%
이 22
 
3.8%
을 18
 
3.1%
활 16
 
2.8%
용 15
 
2.6%
기 14
 
2.4%
해 13
 
2.3%
양 11
 
1.9%
통 10
 
1.7%
화 10
 
1.7%
Other values (161) 422
73.4%
Decimal Number
ValueCountFrequency (%)
2 1
33.3%
6 1
33.3%
0 1
33.3%
Other Punctuation
ValueCountFrequency (%)
, 6
75.0%
& 2
 
25.0%
Space Separator
ValueCountFrequency (%)
173
100.0%
Close Punctuation
ValueCountFrequency (%)
) 1
100.0%
Open Punctuation
ValueCountFrequency (%)
( 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 575
75.6%
Common 186
 
24.4%

Most frequent character per script

Hangul
ValueCountFrequency (%)
한 24
 
4.2%
이 22
 
3.8%
을 18
 
3.1%
활 16
 
2.8%
용 15
 
2.6%
기 14
 
2.4%
해 13
 
2.3%
양 11
 
1.9%
통 10
 
1.7%
화 10
 
1.7%
Other values (161) 422
73.4%
Common
ValueCountFrequency (%)
173
93.0%
, 6
 
3.2%
& 2
 
1.1%
) 1
 
0.5%
( 1
 
0.5%
2 1
 
0.5%
6 1
 
0.5%
0 1
 
0.5%

Most occurring blocks

ValueCountFrequency (%)
Hangul 575
75.6%
ASCII 186
 
24.4%

Most frequent character per block

ASCII
ValueCountFrequency (%)
173
93.0%
, 6
 
3.2%
& 2
 
1.1%
) 1
 
0.5%
( 1
 
0.5%
2 1
 
0.5%
6 1
 
0.5%
0 1
 
0.5%
Hangul
ValueCountFrequency (%)
한 24
 
4.2%
이 22
 
3.8%
을 18
 
3.1%
활 16
 
2.8%
용 15
 
2.6%
기 14
 
2.4%
해 13
 
2.3%
양 11
 
1.9%
통 10
 
1.7%
화 10
 
1.7%
Other values (161) 422
73.4%

교육대상구분
Categorical

IMBALANCE 

Distinct2
Distinct (%)6.7%
Missing0
Missing (%)0.0%
Memory size372.0 B
지역주민
29 
아동
 
1

Length

Max length4
Median length4
Mean length3.9333333
Min length2

Unique

Unique1 ?
Unique (%)3.3%

Sample

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

Common Values

ValueCountFrequency (%)
지역주민 29
96.7%
아동 1
 
3.3%

Length

2023-12-11T16:26:20.574432image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T16:26:20.709988image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
지역주민 29
96.7%
아동 1
 
3.3%

교육방법구분
Categorical

CONSTANT 

Distinct1
Distinct (%)3.3%
Missing0
Missing (%)0.0%
Memory size372.0 B
오프라인
30 

Length

Max length4
Median length4
Mean length4
Min length4

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
오프라인 30
100.0%

Length

2023-12-11T16:26:21.144072image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T16:26:21.282190image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
오프라인 30
100.0%

운영요일
Categorical

Distinct4
Distinct (%)13.3%
Missing0
Missing (%)0.0%
Memory size372.0 B
금
14 
화
8 
월
7 
목
 
1

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique1 ?
Unique (%)3.3%

Sample

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

Common Values

ValueCountFrequency (%)
금 14
46.7%
화 8
26.7%
월 7
23.3%
목 1
 
3.3%

Length

2023-12-11T16:26:21.399386image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T16:26:21.526412image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
금 14
46.7%
화 8
26.7%
월 7
23.3%
목 1
 
3.3%

교육장소
Categorical

CONSTANT 

Distinct1
Distinct (%)3.3%
Missing0
Missing (%)0.0%
Memory size372.0 B
동작구 평생학습관
30 

Length

Max length9
Median length9
Mean length9
Min length9

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row동작구 평생학습관
2nd row동작구 평생학습관
3rd row동작구 평생학습관
4th row동작구 평생학습관
5th row동작구 평생학습관

Common Values

ValueCountFrequency (%)
동작구 평생학습관 30
100.0%

Length

2023-12-11T16:26:21.667944image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T16:26:21.797483image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
동작구 30
50.0%
평생학습관 30
50.0%

강좌정원수
Categorical

Distinct5
Distinct (%)16.7%
Missing0
Missing (%)0.0%
Memory size372.0 B
15
20 
20
7 
25
 
1
10
 
1
30
 
1

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique3 ?
Unique (%)10.0%

Sample

1st row15
2nd row15
3rd row25
4th row15
5th row15

Common Values

ValueCountFrequency (%)
15 20
66.7%
20 7
 
23.3%
25 1
 
3.3%
10 1
 
3.3%
30 1
 
3.3%

Length

2023-12-11T16:26:21.908127image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T16:26:22.023189image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
15 20
66.7%
20 7
 
23.3%
25 1
 
3.3%
10 1
 
3.3%
30 1
 
3.3%

수강료
Categorical

Distinct4
Distinct (%)13.3%
Missing0
Missing (%)0.0%
Memory size372.0 B
0
23 
25000
3 
20000
 
2
30000
 
2

Length

Max length5
Median length1
Mean length1.9333333
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row25000
2nd row20000
3rd row30000
4th row20000
5th row25000

Common Values

ValueCountFrequency (%)
0 23
76.7%
25000 3
 
10.0%
20000 2
 
6.7%
30000 2
 
6.7%

Length

2023-12-11T16:26:22.153106image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T16:26:22.268812image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 23
76.7%
25000 3
 
10.0%
20000 2
 
6.7%
30000 2
 
6.7%

교육장도로명주소
Categorical

CONSTANT 

Distinct1
Distinct (%)3.3%
Missing0
Missing (%)0.0%
Memory size372.0 B
서울특별시 동작구 노량진로 140
30 

Length

Max length18
Median length18
Mean length18
Min length18

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row서울특별시 동작구 노량진로 140
2nd row서울특별시 동작구 노량진로 140
3rd row서울특별시 동작구 노량진로 140
4th row서울특별시 동작구 노량진로 140
5th row서울특별시 동작구 노량진로 140

Common Values

ValueCountFrequency (%)
서울특별시 동작구 노량진로 140 30
100.0%

Length

2023-12-11T16:26:22.382329image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T16:26:22.480096image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
서울특별시 30
25.0%
동작구 30
25.0%
노량진로 30
25.0%
140 30
25.0%

운영기관명
Categorical

CONSTANT 

Distinct1
Distinct (%)3.3%
Missing0
Missing (%)0.0%
Memory size372.0 B
서울특별시 동작구청
30 

Length

Max length10
Median length10
Mean length10
Min length10

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row서울특별시 동작구청
2nd row서울특별시 동작구청
3rd row서울특별시 동작구청
4th row서울특별시 동작구청
5th row서울특별시 동작구청

Common Values

ValueCountFrequency (%)
서울특별시 동작구청 30
100.0%

Length

2023-12-11T16:26:22.592552image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T16:26:22.692168image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
서울특별시 30
50.0%
동작구청 30
50.0%

운영기관전화번호
Categorical

CONSTANT 

Distinct1
Distinct (%)3.3%
Missing0
Missing (%)0.0%
Memory size372.0 B
02-820-9928
30 

Length

Max length11
Median length11
Mean length11
Min length11

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row02-820-9928
2nd row02-820-9928
3rd row02-820-9928
4th row02-820-9928
5th row02-820-9928

Common Values

ValueCountFrequency (%)
02-820-9928 30
100.0%

Length

2023-12-11T16:26:22.796010image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T16:26:22.892302image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
02-820-9928 30
100.0%

접수시작일자
Date

Distinct4
Distinct (%)13.3%
Missing0
Missing (%)0.0%
Memory size372.0 B
Minimum2016-02-22 00:00:00
Maximum2016-05-19 00:00:00
2023-12-11T16:26:22.986556image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-11T16:26:23.112547image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=4)

접수종료일자
Date

Distinct4
Distinct (%)13.3%
Missing0
Missing (%)0.0%
Memory size372.0 B
Minimum2016-03-10 00:00:00
Maximum2016-06-13 00:00:00
2023-12-11T16:26:23.234152image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-11T16:26:23.338487image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=4)

접수방법구분
Categorical

CONSTANT 

Distinct1
Distinct (%)3.3%
Missing0
Missing (%)0.0%
Memory size372.0 B
인터넷, 방문접수
30 

Length

Max length9
Median length9
Mean length9
Min length9

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row인터넷, 방문접수
2nd row인터넷, 방문접수
3rd row인터넷, 방문접수
4th row인터넷, 방문접수
5th row인터넷, 방문접수

Common Values

ValueCountFrequency (%)
인터넷, 방문접수 30
100.0%

Length

2023-12-11T16:26:23.457873image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T16:26:23.557934image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
인터넷 30
50.0%
방문접수 30
50.0%

선정방법구분
Categorical

CONSTANT 

Distinct1
Distinct (%)3.3%
Missing0
Missing (%)0.0%
Memory size372.0 B
선착순
30 

Length

Max length3
Median length3
Mean length3
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
선착순 30
100.0%

Length

2023-12-11T16:26:23.671515image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T16:26:23.764643image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
선착순 30
100.0%

홈페이지주소
Categorical

CONSTANT 

Distinct1
Distinct (%)3.3%
Missing0
Missing (%)0.0%
Memory size372.0 B
lll.dongjak.go.kr
30 

Length

Max length17
Median length17
Mean length17
Min length17

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowlll.dongjak.go.kr
2nd rowlll.dongjak.go.kr
3rd rowlll.dongjak.go.kr
4th rowlll.dongjak.go.kr
5th rowlll.dongjak.go.kr

Common Values

ValueCountFrequency (%)
lll.dongjak.go.kr 30
100.0%

Length

2023-12-11T16:26:23.860160image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T16:26:23.951155image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
lll.dongjak.go.kr 30
100.0%

직업능력개발훈련비지원강좌여부
Boolean

CONSTANT 

Distinct1
Distinct (%)3.3%
Missing0
Missing (%)0.0%
Memory size162.0 B
False
30 
ValueCountFrequency (%)
False 30
100.0%
2023-12-11T16:26:24.027597image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

학점은행제평가(학점)인정여부
Boolean

CONSTANT 

Distinct1
Distinct (%)3.3%
Missing0
Missing (%)0.0%
Memory size162.0 B
False
30 
ValueCountFrequency (%)
False 30
100.0%
2023-12-11T16:26:24.100239image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

평생학습계좌제평가인정여부
Boolean

CONSTANT 

Distinct1
Distinct (%)3.3%
Missing0
Missing (%)0.0%
Memory size162.0 B
False
30 
ValueCountFrequency (%)
False 30
100.0%
2023-12-11T16:26:24.194960image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

데이터기준일자
Date

CONSTANT 

Distinct1
Distinct (%)3.3%
Missing0
Missing (%)0.0%
Memory size372.0 B
Minimum2016-06-02 00:00:00
Maximum2016-06-02 00:00:00
2023-12-11T16:26:24.366480image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-11T16:26:24.471872image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=1)

Sample

강좌명강사명교육시작일자교육종료일자교육시작시각교육종료시각강좌내용교육대상구분교육방법구분운영요일교육장소강좌정원수수강료교육장도로명주소운영기관명운영기관전화번호접수시작일자접수종료일자접수방법구분선정방법구분홈페이지주소직업능력개발훈련비지원강좌여부학점은행제평가(학점)인정여부평생학습계좌제평가인정여부데이터기준일자
0동작여행기획가 양성과정최양순2016-03-142016-05-3013:3015:30동작구 관내 다양한 장소들을 여행지역주민오프라인월동작구 평생학습관1525000서울특별시 동작구 노량진로 140서울특별시 동작구청02-820-99282016-02-222016-03-10인터넷, 방문접수선착순lll.dongjak.go.krNNN2016-06-02
1활력증진프로그램(펀리더십)최은희2016-03-142016-05-3013:3015:00펀 리더십을 통한 활력 증진지역주민오프라인월동작구 평생학습관1520000서울특별시 동작구 노량진로 140서울특별시 동작구청02-820-99282016-02-222016-03-10인터넷, 방문접수선착순lll.dongjak.go.krNNN2016-06-02
2펜 일러스트최규식2016-03-142016-06-2716:0018:00펜과 수채화색연필을 통해 누구나 쉽게 그릴 수 있는 일러스트 강좌지역주민오프라인월동작구 평생학습관2530000서울특별시 동작구 노량진로 140서울특별시 동작구청02-820-99282016-02-222016-03-10인터넷, 방문접수선착순lll.dongjak.go.krNNN2016-06-02
3색채로 다가가는 명화 인문학김미경2016-03-082016-05-2416:0017:30명화작품들을 색채의 관점에서 이해해보기지역주민오프라인화동작구 평생학습관1520000서울특별시 동작구 노량진로 140서울특별시 동작구청02-820-99282016-02-222016-03-10인터넷, 방문접수선착순lll.dongjak.go.krNNN2016-06-02
4영화를 통한 인문학 산책박영은2016-03-082016-05-2413:3015:30다양한 영화를 활용한 인문학적 사유와 통찰지역주민오프라인화동작구 평생학습관1525000서울특별시 동작구 노량진로 140서울특별시 동작구청02-820-99282016-02-222016-03-10인터넷, 방문접수선착순lll.dongjak.go.krNNN2016-06-02
5스토리텔링을 통한 치유서용일2016-03-082016-05-2410:0011:30상담에서의 스토리텔링 기법 이해, 심화 교육지역주민오프라인화동작구 평생학습관1525000서울특별시 동작구 노량진로 140서울특별시 동작구청02-820-99282016-02-222016-03-10인터넷, 방문접수선착순lll.dongjak.go.krNNN2016-06-02
6동작 역사 큐레이터 양성과정류재수2016-03-112016-06-2413:3015:30동작구 관내 역사 및 문화 해설 전문가 양성지역주민오프라인금동작구 평생학습관2030000서울특별시 동작구 노량진로 140서울특별시 동작구청02-820-99282016-02-222016-03-10인터넷, 방문접수선착순lll.dongjak.go.krNNN2016-06-02
7미술심리치료를 통한 희로애락의 삶김민자2016-03-142016-03-2816:0017:30만들기, 그림 등 다양한 방법을 통해지역주민오프라인월동작구 평생학습관150서울특별시 동작구 노량진로 140서울특별시 동작구청02-820-99282016-02-222016-03-10인터넷, 방문접수선착순lll.dongjak.go.krNNN2016-06-02
8민화교실노호남2016-03-142016-04-0410:0012:00생활민화지역주민오프라인월동작구 평생학습관150서울특별시 동작구 노량진로 140서울특별시 동작구청02-820-99282016-02-222016-03-10인터넷, 방문접수선착순lll.dongjak.go.krNNN2016-06-02
9태팅 레이스 만들기송경옥2016-03-112016-04-0116:0017:30셔틀을 이용해 레이스를 만드는 태팅레이스 공예지역주민오프라인금동작구 평생학습관100서울특별시 동작구 노량진로 140서울특별시 동작구청02-820-99282016-02-222016-03-10인터넷, 방문접수선착순lll.dongjak.go.krNNN2016-06-02
강좌명강사명교육시작일자교육종료일자교육시작시각교육종료시각강좌내용교육대상구분교육방법구분운영요일교육장소강좌정원수수강료교육장도로명주소운영기관명운영기관전화번호접수시작일자접수종료일자접수방법구분선정방법구분홈페이지주소직업능력개발훈련비지원강좌여부학점은행제평가(학점)인정여부평생학습계좌제평가인정여부데이터기준일자
20창의력 인형공예임연희2016-05-172016-06-0710:0012:00양말과 천, 악세서리를 활용하여 인형작품 완성지역주민오프라인화동작구 평생학습관150서울특별시 동작구 노량진로 140서울특별시 동작구청02-820-99282016-04-202016-05-10인터넷, 방문접수선착순lll.dongjak.go.krNNN2016-06-02
21신나는 풍선아트김미경2016-05-062016-05-2710:0012:00260풍선을 이용하여 다양한 풍선 소품 제작 및 장식기법 습득지역주민오프라인금동작구 평생학습관150서울특별시 동작구 노량진로 140서울특별시 동작구청02-820-99282016-04-202016-05-10인터넷, 방문접수선착순lll.dongjak.go.krNNN2016-06-02
22스마트폰 사진&블로그 마케팅정영교2016-05-062016-05-2714:0015:20스마트폰을 활용한 사진 촬영 기법 습득 및 블로그 마케팅 이해지역주민오프라인금동작구 평생학습관200서울특별시 동작구 노량진로 140서울특별시 동작구청02-820-99282016-04-202016-05-10인터넷, 방문접수선착순lll.dongjak.go.krNNN2016-06-02
23스마트폰 사진&블로그 마케팅정영교2016-05-062016-05-2716:0017:20스마트폰을 활용한 사진 촬영 기법 습득 및 블로그 마케팅 이해지역주민오프라인금동작구 평생학습관200서울특별시 동작구 노량진로 140서울특별시 동작구청02-820-99282016-04-202016-05-10인터넷, 방문접수선착순lll.dongjak.go.krNNN2016-06-02
24문예창작교실장승기2016-06-142016-07-0516:0017:30시, 수필에 대한 기본적 이해 및 습작 합평지역주민오프라인화동작구 평생학습관150서울특별시 동작구 노량진로 140서울특별시 동작구청02-820-99282016-05-192016-06-13인터넷, 방문접수선착순lll.dongjak.go.krNNN2016-06-02
25클레이를 활용한 미술심리정인회2016-06-142016-07-0519:0020:30클레이(색점토)를 활용 통해 심리정서적 이완활동지역주민오프라인화동작구 평생학습관150서울특별시 동작구 노량진로 140서울특별시 동작구청02-820-99282016-05-192016-06-13인터넷, 방문접수선착순lll.dongjak.go.krNNN2016-06-02
26페이퍼 꼼지락 손놀이전기순2016-06-132016-07-0414:0015:30다양한 종이접기 및 손놀이를 통한 오감각 활동지역주민오프라인월동작구 평생학습관150서울특별시 동작구 노량진로 140서울특별시 동작구청02-820-99282016-05-192016-06-13인터넷, 방문접수선착순lll.dongjak.go.krNNN2016-06-02
27수묵 일러스트원춘옥2016-06-092016-06-3010:0012:00먹과 물감을 이용하여 다양한 대상 표현 및 부채작품 완성지역주민오프라인목동작구 평생학습관150서울특별시 동작구 노량진로 140서울특별시 동작구청02-820-99282016-05-192016-06-13인터넷, 방문접수선착순lll.dongjak.go.krNNN2016-06-02
28아이를 위한 리본공예이수정2016-06-102016-07-0110:0011:30리본을 활용한 아이를 위한 생활소품 제작지역주민오프라인금동작구 평생학습관150서울특별시 동작구 노량진로 140서울특별시 동작구청02-820-99282016-05-192016-06-13인터넷, 방문접수선착순lll.dongjak.go.krNNN2016-06-02
29노래로 익히는 한자 “부수”오현경2016-06-102016-07-0116:0018:00한자부수를 쉽게 암기할 수 있도록 노래를 활용한 교육아동오프라인금동작구 평생학습관150서울특별시 동작구 노량진로 140서울특별시 동작구청02-820-99282016-05-192016-06-13인터넷, 방문접수선착순lll.dongjak.go.krNNN2016-06-02