Overview

Dataset statistics

Number of variables14
Number of observations23
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory2.7 KiB
Average record size in memory118.7 B

Variable types

Categorical10
DateTime4

Dataset

Description대구 동구청에서 운영하는 주민정보화교육 일정입니다. 과정명, 교육시작일자, 교육종료일자, 강의요일, 교육시간, 정원, 접수일자, 교육장소 등의 항목을 포함합니다.
Author대구광역시 동구
URLhttps://www.data.go.kr/data/15037568/fileData.do

Alerts

강의요일 has constant value ""Constant
정원 has constant value ""Constant
교육장소 has constant value ""Constant
교육장위치 has constant value ""Constant
교육비 has constant value ""Constant
관리기관 has constant value ""Constant
연락처 has constant value ""Constant
과정명 is highly overall correlated with 구분High correlation
구분 is highly overall correlated with 과정명High correlation

Reproduction

Analysis started2024-04-21 01:06:03.592785
Analysis finished2024-04-21 01:06:05.260618
Duration1.67 second
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

과정명
Categorical

HIGH CORRELATION 

Distinct11
Distinct (%)47.8%
Missing0
Missing (%)0.0%
Memory size316.0 B
스마트폰기초
4 
스마트폰활용
4 
컴퓨터왕초보
3 
무인결제기활용
3 
엑셀기초
2 
Other values (6)
7 

Length

Max length12
Median length9
Mean length6.1304348
Min length4

Unique

Unique5 ?
Unique (%)21.7%

Sample

1st row컴퓨터왕초보
2nd row무인결제기활용
3rd row스마트폰기초
4th row인터넷활용
5th row엑셀기초

Common Values

ValueCountFrequency (%)
스마트폰기초 4
17.4%
스마트폰활용 4
17.4%
컴퓨터왕초보 3
13.0%
무인결제기활용 3
13.0%
엑셀기초 2
8.7%
한글활용 2
8.7%
인터넷활용 1
 
4.3%
SNS활용 1
 
4.3%
파워포인트기초 1
 
4.3%
국민행복IT경진대회대비 1
 
4.3%

Length

2024-04-21T10:06:05.324509image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
스마트폰기초 4
16.0%
스마트폰활용 4
16.0%
컴퓨터왕초보 3
12.0%
무인결제기활용 3
12.0%
엑셀기초 2
8.0%
한글활용 2
8.0%
인터넷활용 1
 
4.0%
sns활용 1
 
4.0%
파워포인트기초 1
 
4.0%
국민행복it경진대회대비 1
 
4.0%
Other values (3) 3
12.0%

구분
Categorical

HIGH CORRELATION 

Distinct3
Distinct (%)13.0%
Missing0
Missing (%)0.0%
Memory size316.0 B
활용
12 
초급
10 
특강
 
1

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique1 ?
Unique (%)4.3%

Sample

1st row초급
2nd row활용
3rd row초급
4th row활용
5th row초급

Common Values

ValueCountFrequency (%)
활용 12
52.2%
초급 10
43.5%
특강 1
 
4.3%

Length

2024-04-21T10:06:05.422818image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-21T10:06:05.495928image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
활용 12
52.2%
초급 10
43.5%
특강 1
 
4.3%

교육시작일자
Date

Distinct14
Distinct (%)60.9%
Missing0
Missing (%)0.0%
Memory size316.0 B
Minimum2024-02-13 00:00:00
Maximum2024-07-29 00:00:00
2024-04-21T10:06:05.562343image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-04-21T10:06:05.647671image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=14)

교육종료일자
Date

Distinct17
Distinct (%)73.9%
Missing0
Missing (%)0.0%
Memory size316.0 B
Minimum2024-02-16 00:00:00
Maximum2024-08-16 00:00:00
2024-04-21T10:06:05.745787image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-04-21T10:06:05.836969image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=17)

강의요일
Categorical

CONSTANT 

Distinct1
Distinct (%)4.3%
Missing0
Missing (%)0.0%
Memory size316.0 B
월+화+수+목+금
23 

Length

Max length9
Median length9
Mean length9
Min length9

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row월+화+수+목+금
2nd row월+화+수+목+금
3rd row월+화+수+목+금
4th row월+화+수+목+금
5th row월+화+수+목+금

Common Values

ValueCountFrequency (%)
월+화+수+목+금 23
100.0%

Length

2024-04-21T10:06:05.939907image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-21T10:06:06.009607image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
월+화+수+목+금 23
100.0%

교육시간
Categorical

Distinct3
Distinct (%)13.0%
Missing0
Missing (%)0.0%
Memory size316.0 B
10:00~12:00
11 
13:00~15:00
10 
14:00~16:00
2 

Length

Max length11
Median length11
Mean length11
Min length11

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row10:00~12:00
2nd row14:00~16:00
3rd row10:00~12:00
4th row14:00~16:00
5th row10:00~12:00

Common Values

ValueCountFrequency (%)
10:00~12:00 11
47.8%
13:00~15:00 10
43.5%
14:00~16:00 2
 
8.7%

Length

2024-04-21T10:06:06.079952image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-21T10:06:06.159414image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
10:00~12:00 11
47.8%
13:00~15:00 10
43.5%
14:00~16:00 2
 
8.7%

정원
Categorical

CONSTANT 

Distinct1
Distinct (%)4.3%
Missing0
Missing (%)0.0%
Memory size316.0 B
30
23 

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row30
2nd row30
3rd row30
4th row30
5th row30

Common Values

ValueCountFrequency (%)
30 23
100.0%

Length

2024-04-21T10:06:06.243793image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-21T10:06:06.312136image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
30 23
100.0%

접수시작일자
Date

Distinct5
Distinct (%)21.7%
Missing0
Missing (%)0.0%
Memory size316.0 B
Minimum2024-02-06 00:00:00
Maximum2024-06-25 00:00:00
2024-04-21T10:06:06.372214image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-04-21T10:06:06.449847image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=5)

접수종료일자
Date

Distinct5
Distinct (%)21.7%
Missing0
Missing (%)0.0%
Memory size316.0 B
Minimum2024-02-07 00:00:00
Maximum2024-06-26 00:00:00
2024-04-21T10:06:06.535086image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-04-21T10:06:06.622132image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=5)

교육장소
Categorical

CONSTANT 

Distinct1
Distinct (%)4.3%
Missing0
Missing (%)0.0%
Memory size316.0 B
팔공정보문화센터
23 

Length

Max length8
Median length8
Mean length8
Min length8

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
팔공정보문화센터 23
100.0%

Length

2024-04-21T10:06:06.719912image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-21T10:06:06.794291image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
팔공정보문화센터 23
100.0%

교육장위치
Categorical

CONSTANT 

Distinct1
Distinct (%)4.3%
Missing0
Missing (%)0.0%
Memory size316.0 B
대구광역시 동구 효신로 34
23 

Length

Max length15
Median length15
Mean length15
Min length15

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row대구광역시 동구 효신로 34
2nd row대구광역시 동구 효신로 34
3rd row대구광역시 동구 효신로 34
4th row대구광역시 동구 효신로 34
5th row대구광역시 동구 효신로 34

Common Values

ValueCountFrequency (%)
대구광역시 동구 효신로 34 23
100.0%

Length

2024-04-21T10:06:06.874101image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-21T10:06:06.946502image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
대구광역시 23
25.0%
동구 23
25.0%
효신로 23
25.0%
34 23
25.0%

교육비
Categorical

CONSTANT 

Distinct1
Distinct (%)4.3%
Missing0
Missing (%)0.0%
Memory size316.0 B
무료
23 

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
무료 23
100.0%

Length

2024-04-21T10:06:07.025115image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-21T10:06:07.105148image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
무료 23
100.0%

관리기관
Categorical

CONSTANT 

Distinct1
Distinct (%)4.3%
Missing0
Missing (%)0.0%
Memory size316.0 B
대구광역시 동구청
23 

Length

Max length9
Median length9
Mean length9
Min length9

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row대구광역시 동구청
2nd row대구광역시 동구청
3rd row대구광역시 동구청
4th row대구광역시 동구청
5th row대구광역시 동구청

Common Values

ValueCountFrequency (%)
대구광역시 동구청 23
100.0%

Length

2024-04-21T10:06:07.187469image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-21T10:06:07.258269image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
대구광역시 23
50.0%
동구청 23
50.0%

연락처
Categorical

CONSTANT 

Distinct1
Distinct (%)4.3%
Missing0
Missing (%)0.0%
Memory size316.0 B
053-662-2462
23 

Length

Max length12
Median length12
Mean length12
Min length12

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row053-662-2462
2nd row053-662-2462
3rd row053-662-2462
4th row053-662-2462
5th row053-662-2462

Common Values

ValueCountFrequency (%)
053-662-2462 23
100.0%

Length

2024-04-21T10:06:07.330084image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-21T10:06:07.403629image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
053-662-2462 23
100.0%

Correlations

2024-04-21T10:06:07.450834image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
과정명구분교육시작일자교육종료일자교육시간접수시작일자접수종료일자
과정명1.0001.0000.5980.6230.3800.0000.000
구분1.0001.0000.0000.0000.0000.0000.000
교육시작일자0.5980.0001.0000.9530.0001.0001.000
교육종료일자0.6230.0000.9531.0000.4091.0001.000
교육시간0.3800.0000.0000.4091.0000.0000.000
접수시작일자0.0000.0001.0001.0000.0001.0001.000
접수종료일자0.0000.0001.0001.0000.0001.0001.000
2024-04-21T10:06:07.541120image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
과정명구분교육시간
과정명1.0000.7750.119
구분0.7751.0000.000
교육시간0.1190.0001.000
2024-04-21T10:06:07.619807image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
과정명구분교육시간
과정명1.0000.7750.119
구분0.7751.0000.000
교육시간0.1190.0001.000

Missing values

2024-04-21T10:06:05.051429image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2024-04-21T10:06:05.199639image/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

과정명구분교육시작일자교육종료일자강의요일교육시간정원접수시작일자접수종료일자교육장소교육장위치교육비관리기관연락처
0컴퓨터왕초보초급2024-02-132024-02-23월+화+수+목+금10:00~12:00302024-02-062024-02-07팔공정보문화센터대구광역시 동구 효신로 34무료대구광역시 동구청053-662-2462
1무인결제기활용활용2024-02-132024-02-16월+화+수+목+금14:00~16:00302024-02-062024-02-07팔공정보문화센터대구광역시 동구 효신로 34무료대구광역시 동구청053-662-2462
2스마트폰기초초급2024-02-262024-03-08월+화+수+목+금10:00~12:00302024-02-062024-02-07팔공정보문화센터대구광역시 동구 효신로 34무료대구광역시 동구청053-662-2462
3인터넷활용활용2024-02-192024-02-29월+화+수+목+금14:00~16:00302024-02-062024-02-07팔공정보문화센터대구광역시 동구 효신로 34무료대구광역시 동구청053-662-2462
4엑셀기초초급2024-03-112024-03-22월+화+수+목+금10:00~12:00302024-02-062024-02-07팔공정보문화센터대구광역시 동구 효신로 34무료대구광역시 동구청053-662-2462
5스마트폰활용활용2024-03-042024-03-22월+화+수+목+금13:00~15:00302024-02-062024-02-07팔공정보문화센터대구광역시 동구 효신로 34무료대구광역시 동구청053-662-2462
6스마트폰기초초급2024-03-252024-04-05월+화+수+목+금10:00~12:00302024-03-192024-03-20팔공정보문화센터대구광역시 동구 효신로 34무료대구광역시 동구청053-662-2462
7무인결제기활용활용2024-03-252024-03-29월+화+수+목+금13:00~15:00302024-03-192024-03-20팔공정보문화센터대구광역시 동구 효신로 34무료대구광역시 동구청053-662-2462
8SNS활용활용2024-04-012024-04-05월+화+수+목+금13:00~15:00302024-03-192024-03-20팔공정보문화센터대구광역시 동구 효신로 34무료대구광역시 동구청053-662-2462
9스마트폰활용활용2024-04-082024-04-26월+화+수+목+금10:00~12:00302024-03-192024-03-20팔공정보문화센터대구광역시 동구 효신로 34무료대구광역시 동구청053-662-2462
과정명구분교육시작일자교육종료일자강의요일교육시간정원접수시작일자접수종료일자교육장소교육장위치교육비관리기관연락처
13컴퓨터왕초보초급2024-05-272024-06-07월+화+수+목+금10:00~12:00302024-04-302024-05-01팔공정보문화센터대구광역시 동구 효신로 34무료대구광역시 동구청053-662-2462
14스마트폰기초초급2024-05-272024-06-07월+화+수+목+금13:00~15:00302024-04-302024-05-01팔공정보문화센터대구광역시 동구 효신로 34무료대구광역시 동구청053-662-2462
15스마트폰활용활용2024-06-102024-06-28월+화+수+목+금10:00~12:00302024-06-042024-06-05팔공정보문화센터대구광역시 동구 효신로 34무료대구광역시 동구청053-662-2462
16한글활용활용2024-06-102024-06-28월+화+수+목+금13:00~15:00302024-06-042024-06-05팔공정보문화센터대구광역시 동구 효신로 34무료대구광역시 동구청053-662-2462
17무인결제기활용활용2024-07-012024-07-05월+화+수+목+금10:00~12:00302024-06-252024-06-26팔공정보문화센터대구광역시 동구 효신로 34무료대구광역시 동구청053-662-2462
18동영상 편집 활용활용2024-07-012024-07-12월+화+수+목+금13:00~15:00302024-06-252024-06-26팔공정보문화센터대구광역시 동구 효신로 34무료대구광역시 동구청053-662-2462
19스마트폰기초초급2024-07-152024-07-26월+화+수+목+금10:00~12:00302024-06-252024-06-26팔공정보문화센터대구광역시 동구 효신로 34무료대구광역시 동구청053-662-2462
20엑셀기초초급2024-07-152024-07-26월+화+수+목+금13:00~15:00302024-06-252024-06-26팔공정보문화센터대구광역시 동구 효신로 34무료대구광역시 동구청053-662-2462
21스마트폰활용활용2024-07-292024-08-16월+화+수+목+금10:00~12:00302024-06-252024-06-26팔공정보문화센터대구광역시 동구 효신로 34무료대구광역시 동구청053-662-2462
22컴퓨터왕초보초급2024-07-292024-08-09월+화+수+목+금13:00~15:00302024-06-252024-06-26팔공정보문화센터대구광역시 동구 효신로 34무료대구광역시 동구청053-662-2462