Overview

Dataset statistics

Number of variables12
Number of observations27
Missing cells14
Missing cells (%)4.3%
Duplicate rows1
Duplicate rows (%)3.7%
Total size in memory2.7 KiB
Average record size in memory100.7 B

Variable types

Text1
Categorical11

Dataset

Description시청자미디어재단의 지역 시청자미디어센터에서 지역사회의 다양한 구성원(노인, 장애인, 다문화가정 등) 및 단체(아동센터, 복지관, 도서관 등)들을 대상으로 운영하는 월별 공동체 미디어교육 정보 제공데이터 구성은(센터명,강좌명,강사명,교육시작일자,교육종료일자,강좌내용,교육대상구분,교육방법구분,운영요일,강좌정원수,데이터기준일자)
Author시청자미디어재단
URLhttps://www.data.go.kr/data/15046211/fileData.do

Alerts

Dataset has 1 (3.7%) duplicate rowsDuplicates
교육방법구분 is highly overall correlated with 강좌명 and 9 other fieldsHigh correlation
강사명 is highly overall correlated with 강좌명 and 9 other fieldsHigh correlation
데이터기준일자 is highly overall correlated with 강좌명 and 9 other fieldsHigh correlation
교육시작일자 is highly overall correlated with 강좌명 and 9 other fieldsHigh correlation
강좌정원수 is highly overall correlated with 강좌명 and 9 other fieldsHigh correlation
교육대상구분 is highly overall correlated with 강좌명 and 9 other fieldsHigh correlation
교육종료일자 is highly overall correlated with 강좌명 and 9 other fieldsHigh correlation
강좌명 is highly overall correlated with 강사명 and 9 other fieldsHigh correlation
강좌내용 is highly overall correlated with 강좌명 and 9 other fieldsHigh correlation
차수 is highly overall correlated with 강좌명 and 9 other fieldsHigh correlation
운영요일 is highly overall correlated with 강좌명 and 9 other fieldsHigh correlation
센터명 has 14 (51.9%) missing valuesMissing

Reproduction

Analysis started2024-03-14 13:40:15.348988
Analysis finished2024-03-14 13:40:17.482812
Duration2.13 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

센터명
Text

MISSING 

Distinct10
Distinct (%)76.9%
Missing14
Missing (%)51.9%
Memory size344.0 B
2024-03-14T22:40:17.929026image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length10
Median length10
Mean length10
Min length10

Characters and Unicode

Total characters130
Distinct characters26
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

Unique8 ?
Unique (%)61.5%

Sample

1st row대전시청자미디어센터
2nd row대전시청자미디어센터
3rd row대전시청자미디어센터
4th row세종시청자미디어센터
5th row세종시청자미디어센터
ValueCountFrequency (%)
대전시청자미디어센터 3
23.1%
세종시청자미디어센터 2
15.4%
울산시청자미디어센터 1
 
7.7%
인천시청자미디어센터 1
 
7.7%
강원시청자미디어센터 1
 
7.7%
부산시청자미디어센터 1
 
7.7%
충북시청자미디어센터 1
 
7.7%
광주시청자미디어센터 1
 
7.7%
경기시청자미디어센터 1
 
7.7%
서울시청자미디어센터 1
 
7.7%
2024-03-14T22:40:18.709800image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
시 13
10.0%
청 13
10.0%
자 13
10.0%
미 13
10.0%
디 13
10.0%
어 13
10.0%
센 13
10.0%
터 13
10.0%
대 3
 
2.3%
전 3
 
2.3%
Other values (16) 20
15.4%

Most occurring categories

ValueCountFrequency (%)
Other Letter 130
100.0%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
시 13
10.0%
청 13
10.0%
자 13
10.0%
미 13
10.0%
디 13
10.0%
어 13
10.0%
센 13
10.0%
터 13
10.0%
대 3
 
2.3%
전 3
 
2.3%
Other values (16) 20
15.4%

Most occurring scripts

ValueCountFrequency (%)
Hangul 130
100.0%

Most frequent character per script

Hangul
ValueCountFrequency (%)
시 13
10.0%
청 13
10.0%
자 13
10.0%
미 13
10.0%
디 13
10.0%
어 13
10.0%
센 13
10.0%
터 13
10.0%
대 3
 
2.3%
전 3
 
2.3%
Other values (16) 20
15.4%

Most occurring blocks

ValueCountFrequency (%)
Hangul 130
100.0%

Most frequent character per block

Hangul
ValueCountFrequency (%)
시 13
10.0%
청 13
10.0%
자 13
10.0%
미 13
10.0%
디 13
10.0%
어 13
10.0%
센 13
10.0%
터 13
10.0%
대 3
 
2.3%
전 3
 
2.3%
Other values (16) 20
15.4%

강좌명
Categorical

HIGH CORRELATION 

Distinct7
Distinct (%)25.9%
Missing0
Missing (%)0.0%
Memory size344.0 B
<NA>
14 
3월공동체미디어교육 없음
8 
온천 1동_마을기자단 영상 제작
 
1
국방정신전력원_포토샵 강의
 
1
소외_성정청소년문화의집
 
1
Other values (2)
2 

Length

Max length20
Median length4
Mean length9.2222222
Min length4

Unique

Unique5 ?
Unique (%)18.5%

Sample

1st row온천 1동_마을기자단 영상 제작
2nd row국방정신전력원_포토샵 강의
3rd row소외_성정청소년문화의집
4th row시니어 안전사고 예방 영상 제작 교육
5th row시각장애인과 함께하는 라디오 교육

Common Values

ValueCountFrequency (%)
<NA> 14
51.9%
3월공동체미디어교육 없음 8
29.6%
온천 1동_마을기자단 영상 제작 1
 
3.7%
국방정신전력원_포토샵 강의 1
 
3.7%
소외_성정청소년문화의집 1
 
3.7%
시니어 안전사고 예방 영상 제작 교육 1
 
3.7%
시각장애인과 함께하는 라디오 교육 1
 
3.7%

Length

2024-03-14T22:40:19.155572image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-14T22:40:19.524412image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
na 14
29.8%
없음 8
17.0%
3월공동체미디어교육 8
17.0%
영상 2
 
4.3%
제작 2
 
4.3%
교육 2
 
4.3%
안전사고 1
 
2.1%
함께하는 1
 
2.1%
시각장애인과 1
 
2.1%
예방 1
 
2.1%
Other values (7) 7
14.9%

강사명
Categorical

HIGH CORRELATION 

Distinct6
Distinct (%)22.2%
Missing0
Missing (%)0.0%
Memory size344.0 B
<NA>
14 
없음
8 
미정
2 
박민아
 
1
안제원
 
1

Length

Max length4
Median length4
Mean length3.1481481
Min length2

Unique

Unique3 ?
Unique (%)11.1%

Sample

1st row박민아
2nd row안제원
3rd row미정
4th row황준혁
5th row미정

Common Values

ValueCountFrequency (%)
<NA> 14
51.9%
없음 8
29.6%
미정 2
 
7.4%
박민아 1
 
3.7%
안제원 1
 
3.7%
황준혁 1
 
3.7%

Length

2024-03-14T22:40:19.968504image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-14T22:40:20.329870image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
na 14
51.9%
없음 8
29.6%
미정 2
 
7.4%
박민아 1
 
3.7%
안제원 1
 
3.7%
황준혁 1
 
3.7%

교육시작일자
Categorical

HIGH CORRELATION 

Distinct7
Distinct (%)25.9%
Missing0
Missing (%)0.0%
Memory size344.0 B
<NA>
14 
없음
8 
2024-03-04
 
1
2024-03-07
 
1
2024-03-26
 
1
Other values (2)
2 

Length

Max length10
Median length4
Mean length4.5185185
Min length2

Unique

Unique5 ?
Unique (%)18.5%

Sample

1st row2024-03-04
2nd row2024-03-07
3rd row2024-03-26
4th row2024-02-14
5th row2024-03-12

Common Values

ValueCountFrequency (%)
<NA> 14
51.9%
없음 8
29.6%
2024-03-04 1
 
3.7%
2024-03-07 1
 
3.7%
2024-03-26 1
 
3.7%
2024-02-14 1
 
3.7%
2024-03-12 1
 
3.7%

Length

2024-03-14T22:40:20.731014image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-14T22:40:20.938944image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
na 14
51.9%
없음 8
29.6%
2024-03-04 1
 
3.7%
2024-03-07 1
 
3.7%
2024-03-26 1
 
3.7%
2024-02-14 1
 
3.7%
2024-03-12 1
 
3.7%

교육종료일자
Categorical

HIGH CORRELATION 

Distinct6
Distinct (%)22.2%
Missing0
Missing (%)0.0%
Memory size344.0 B
<NA>
14 
없음
8 
2024-05-28
2 
2024-12-02
 
1
2024-03-27
 
1

Length

Max length10
Median length4
Mean length4.5185185
Min length2

Unique

Unique3 ?
Unique (%)11.1%

Sample

1st row2024-12-02
2nd row2024-05-28
3rd row2024-05-28
4th row2024-03-27
5th row2024-04-30

Common Values

ValueCountFrequency (%)
<NA> 14
51.9%
없음 8
29.6%
2024-05-28 2
 
7.4%
2024-12-02 1
 
3.7%
2024-03-27 1
 
3.7%
2024-04-30 1
 
3.7%

Length

2024-03-14T22:40:21.171165image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-14T22:40:21.376414image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
na 14
51.9%
없음 8
29.6%
2024-05-28 2
 
7.4%
2024-12-02 1
 
3.7%
2024-03-27 1
 
3.7%
2024-04-30 1
 
3.7%

강좌내용
Categorical

HIGH CORRELATION 

Distinct7
Distinct (%)25.9%
Missing0
Missing (%)0.0%
Memory size344.0 B
<NA>
14 
없음
8 
마을기자단 영상제작
 
1
포토샵 강의
 
1
다양한 매체 활용 컨텐츠 제작
 
1
Other values (2)
2 

Length

Max length22
Median length4
Mean length4.8888889
Min length2

Unique

Unique5 ?
Unique (%)18.5%

Sample

1st row마을기자단 영상제작
2nd row포토샵 강의
3rd row다양한 매체 활용 컨텐츠 제작
4th row스마트폰을 활용한 취약계층 안전영상 제작
5th row라디오 교육

Common Values

ValueCountFrequency (%)
<NA> 14
51.9%
없음 8
29.6%
마을기자단 영상제작 1
 
3.7%
포토샵 강의 1
 
3.7%
다양한 매체 활용 컨텐츠 제작 1
 
3.7%
스마트폰을 활용한 취약계층 안전영상 제작 1
 
3.7%
라디오 교육 1
 
3.7%

Length

2024-03-14T22:40:21.600981image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-14T22:40:21.880254image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
na 14
36.8%
없음 8
21.1%
제작 2
 
5.3%
컨텐츠 1
 
2.6%
라디오 1
 
2.6%
안전영상 1
 
2.6%
취약계층 1
 
2.6%
활용한 1
 
2.6%
스마트폰을 1
 
2.6%
활용 1
 
2.6%
Other values (7) 7
18.4%

교육대상구분
Categorical

HIGH CORRELATION 

Distinct6
Distinct (%)22.2%
Missing0
Missing (%)0.0%
Memory size344.0 B
<NA>
14 
없음
8 
일반시민
2 
초등학생
 
1
시니어
 
1

Length

Max length20
Median length4
Mean length3.962963
Min length2

Unique

Unique3 ?
Unique (%)11.1%

Sample

1st row일반시민
2nd row일반시민
3rd row초등학생
4th row시니어
5th row시각장애인 및 시각장애인협회 내부직원

Common Values

ValueCountFrequency (%)
<NA> 14
51.9%
없음 8
29.6%
일반시민 2
 
7.4%
초등학생 1
 
3.7%
시니어 1
 
3.7%
시각장애인 및 시각장애인협회 내부직원 1
 
3.7%

Length

2024-03-14T22:40:22.136185image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-14T22:40:22.338733image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
na 14
46.7%
없음 8
26.7%
일반시민 2
 
6.7%
초등학생 1
 
3.3%
시니어 1
 
3.3%
시각장애인 1
 
3.3%
및 1
 
3.3%
시각장애인협회 1
 
3.3%
내부직원 1
 
3.3%

교육방법구분
Categorical

HIGH CORRELATION 

Distinct4
Distinct (%)14.8%
Missing0
Missing (%)0.0%
Memory size344.0 B
<NA>
14 
없음
8 
오프라인(센터 외)
4 
오프라인
 
1

Length

Max length10
Median length4
Mean length4.2962963
Min length2

Unique

Unique1 ?
Unique (%)3.7%

Sample

1st row오프라인(센터 외)
2nd row오프라인(센터 외)
3rd row오프라인(센터 외)
4th row오프라인(센터 외)
5th row오프라인

Common Values

ValueCountFrequency (%)
<NA> 14
51.9%
없음 8
29.6%
오프라인(센터 외) 4
 
14.8%
오프라인 1
 
3.7%

Length

2024-03-14T22:40:22.560111image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-14T22:40:22.824367image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
na 14
45.2%
없음 8
25.8%
오프라인(센터 4
 
12.9%
외 4
 
12.9%
오프라인 1
 
3.2%

운영요일
Categorical

HIGH CORRELATION 

Distinct6
Distinct (%)22.2%
Missing0
Missing (%)0.0%
Memory size344.0 B
<NA>
14 
없음
8 
화
2 
월
 
1
화,목
 
1

Length

Max length4
Median length4
Mean length2.9259259
Min length1

Unique

Unique3 ?
Unique (%)11.1%

Sample

1st row월
2nd row화,목
3rd row화
4th row수
5th row화

Common Values

ValueCountFrequency (%)
<NA> 14
51.9%
없음 8
29.6%
화 2
 
7.4%
월 1
 
3.7%
화,목 1
 
3.7%
수 1
 
3.7%

Length

2024-03-14T22:40:23.221269image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-14T22:40:23.573629image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
na 14
51.9%
없음 8
29.6%
화 2
 
7.4%
월 1
 
3.7%
화,목 1
 
3.7%
수 1
 
3.7%

강좌정원수
Categorical

HIGH CORRELATION 

Distinct6
Distinct (%)22.2%
Missing0
Missing (%)0.0%
Memory size344.0 B
<NA>
14 
없음
8 
10
2 
45
 
1
15
 
1

Length

Max length4
Median length4
Mean length3
Min length1

Unique

Unique3 ?
Unique (%)11.1%

Sample

1st row10
2nd row45
3rd row15
4th row8
5th row10

Common Values

ValueCountFrequency (%)
<NA> 14
51.9%
없음 8
29.6%
10 2
 
7.4%
45 1
 
3.7%
15 1
 
3.7%
8 1
 
3.7%

Length

2024-03-14T22:40:23.972728image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-14T22:40:24.327816image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
na 14
51.9%
없음 8
29.6%
10 2
 
7.4%
45 1
 
3.7%
15 1
 
3.7%
8 1
 
3.7%

데이터기준일자
Categorical

HIGH CORRELATION 

Distinct5
Distinct (%)18.5%
Missing0
Missing (%)0.0%
Memory size344.0 B
<NA>
14 
없음
8 
2024-02-29
3 
2024-02-21
 
1
2024-03-07
 
1

Length

Max length10
Median length4
Mean length4.5185185
Min length2

Unique

Unique2 ?
Unique (%)7.4%

Sample

1st row2024-02-29
2nd row2024-02-29
3rd row2024-02-29
4th row2024-02-21
5th row2024-03-07

Common Values

ValueCountFrequency (%)
<NA> 14
51.9%
없음 8
29.6%
2024-02-29 3
 
11.1%
2024-02-21 1
 
3.7%
2024-03-07 1
 
3.7%

Length

2024-03-14T22:40:24.729314image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-14T22:40:25.077719image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
na 14
51.9%
없음 8
29.6%
2024-02-29 3
 
11.1%
2024-02-21 1
 
3.7%
2024-03-07 1
 
3.7%

차수
Categorical

HIGH CORRELATION 

Distinct7
Distinct (%)25.9%
Missing0
Missing (%)0.0%
Memory size344.0 B
<NA>
14 
없음
8 
10
 
1
3
 
1
10
 
1
Other values (2)
2 

Length

Max length4
Median length4
Mean length3
Min length1

Unique

Unique5 ?
Unique (%)18.5%

Sample

1st row10
2nd row3
3rd row10
4th row4
5th row8

Common Values

ValueCountFrequency (%)
<NA> 14
51.9%
없음 8
29.6%
10 1
 
3.7%
3 1
 
3.7%
10 1
 
3.7%
4 1
 
3.7%
8 1
 
3.7%

Length

2024-03-14T22:40:25.483801image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-14T22:40:25.840009image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
na 14
51.9%
없음 8
29.6%
10 2
 
7.4%
3 1
 
3.7%
4 1
 
3.7%
8 1
 
3.7%

Correlations

2024-03-14T22:40:26.087760image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
센터명강좌명강사명교육시작일자교육종료일자강좌내용교육대상구분교육방법구분운영요일강좌정원수데이터기준일자차수
센터명1.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.0000.000
강좌명0.0001.0001.0001.0001.0001.0001.0001.0001.0001.0001.0001.000
강사명0.0001.0001.0001.0000.9901.0000.9810.7431.0000.9900.8471.000
교육시작일자0.0001.0001.0001.0001.0001.0001.0001.0001.0001.0001.0001.000
교육종료일자0.0001.0000.9901.0001.0001.0000.9901.0000.9900.9811.0001.000
강좌내용0.0001.0001.0001.0001.0001.0001.0001.0001.0001.0001.0001.000
교육대상구분0.0001.0000.9811.0000.9901.0001.0001.0000.9810.9901.0001.000
교육방법구분0.0001.0000.7431.0001.0001.0001.0001.0000.7430.7431.0001.000
운영요일0.0001.0001.0001.0000.9901.0000.9810.7431.0000.9900.8471.000
강좌정원수0.0001.0000.9901.0000.9811.0000.9900.7430.9901.0000.8471.000
데이터기준일자0.0001.0000.8471.0001.0001.0001.0001.0000.8470.8471.0001.000
차수0.0001.0001.0001.0001.0001.0001.0001.0001.0001.0001.0001.000
2024-03-14T22:40:26.334883image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
교육방법구분강사명데이터기준일자교육시작일자강좌정원수교육대상구분교육종료일자강좌명강좌내용차수운영요일
교육방법구분1.0000.6520.9490.8370.6520.8940.8940.8370.8370.8370.652
강사명0.6521.0000.7700.9350.8480.7910.8480.9350.9350.9351.000
데이터기준일자0.9490.7701.0000.8820.7700.9430.9430.8820.8820.8820.770
교육시작일자0.8370.9350.8821.0000.9350.9350.9351.0001.0001.0000.935
강좌정원수0.6520.8480.7700.9351.0000.8480.7910.9350.9350.9350.848
교육대상구분0.8940.7910.9430.9350.8481.0000.8480.9350.9350.9350.791
교육종료일자0.8940.8480.9430.9350.7910.8481.0000.9350.9350.9350.848
강좌명0.8370.9350.8821.0000.9350.9350.9351.0001.0001.0000.935
강좌내용0.8370.9350.8821.0000.9350.9350.9351.0001.0001.0000.935
차수0.8370.9350.8821.0000.9350.9350.9351.0001.0001.0000.935
운영요일0.6521.0000.7700.9350.8480.7910.8480.9350.9350.9351.000
2024-03-14T22:40:26.638055image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
강좌명강사명교육시작일자교육종료일자강좌내용교육대상구분교육방법구분운영요일강좌정원수데이터기준일자차수
강좌명1.0000.9351.0000.9351.0000.9350.8370.9350.9350.8821.000
강사명0.9351.0000.9350.8480.9350.7910.6521.0000.8480.7700.935
교육시작일자1.0000.9351.0000.9351.0000.9350.8370.9350.9350.8821.000
교육종료일자0.9350.8480.9351.0000.9350.8480.8940.8480.7910.9430.935
강좌내용1.0000.9351.0000.9351.0000.9350.8370.9350.9350.8821.000
교육대상구분0.9350.7910.9350.8480.9351.0000.8940.7910.8480.9430.935
교육방법구분0.8370.6520.8370.8940.8370.8941.0000.6520.6520.9490.837
운영요일0.9351.0000.9350.8480.9350.7910.6521.0000.8480.7700.935
강좌정원수0.9350.8480.9350.7910.9350.8480.6520.8481.0000.7700.935
데이터기준일자0.8820.7700.8820.9430.8820.9430.9490.7700.7701.0000.882
차수1.0000.9351.0000.9351.0000.9350.8370.9350.9350.8821.000

Missing values

2024-03-14T22:40:16.727773image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2024-03-14T22:40:17.271967image/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

센터명강좌명강사명교육시작일자교육종료일자강좌내용교육대상구분교육방법구분운영요일강좌정원수데이터기준일자차수
0대전시청자미디어센터온천 1동_마을기자단 영상 제작박민아2024-03-042024-12-02마을기자단 영상제작일반시민오프라인(센터 외)월102024-02-2910
1대전시청자미디어센터국방정신전력원_포토샵 강의안제원2024-03-072024-05-28포토샵 강의일반시민오프라인(센터 외)화,목452024-02-293
2대전시청자미디어센터소외_성정청소년문화의집미정2024-03-262024-05-28다양한 매체 활용 컨텐츠 제작초등학생오프라인(센터 외)화152024-02-2910
3세종시청자미디어센터시니어 안전사고 예방 영상 제작 교육황준혁2024-02-142024-03-27스마트폰을 활용한 취약계층 안전영상 제작시니어오프라인(센터 외)수82024-02-214
4세종시청자미디어센터시각장애인과 함께하는 라디오 교육미정2024-03-122024-04-30라디오 교육시각장애인 및 시각장애인협회 내부직원오프라인화102024-03-078
5울산시청자미디어센터3월공동체미디어교육 없음없음없음없음없음없음없음없음없음없음없음
6인천시청자미디어센터3월공동체미디어교육 없음없음없음없음없음없음없음없음없음없음없음
7강원시청자미디어센터3월공동체미디어교육 없음없음없음없음없음없음없음없음없음없음없음
8부산시청자미디어센터3월공동체미디어교육 없음없음없음없음없음없음없음없음없음없음없음
9충북시청자미디어센터3월공동체미디어교육 없음없음없음없음없음없음없음없음없음없음없음
센터명강좌명강사명교육시작일자교육종료일자강좌내용교육대상구분교육방법구분운영요일강좌정원수데이터기준일자차수
17<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>
18<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>
19<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>
20<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>
21<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>
22<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>
23<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>
24<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>
25<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>
26<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>

Duplicate rows

Most frequently occurring

센터명강좌명강사명교육시작일자교육종료일자강좌내용교육대상구분교육방법구분운영요일강좌정원수데이터기준일자차수# duplicates
0<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>14