Overview

Dataset statistics

Number of variables13
Number of observations35
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory3.7 KiB
Average record size in memory108.7 B

Variable types

Categorical12
Text1

Dataset

Description대구광역시_동구_주민정보화교육_20190717
Author대구광역시 동구
URLhttp://data.daegu.go.kr/open/data/dataView.do?dataSetId=15037568&dataSetDetailId=150375681a43e640292f6&provdMethod=FILE

Alerts

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
기준일자 has constant value ""Constant
과정명 is highly overall correlated with 구분 and 1 other fieldsHigh correlation
구분 is highly overall correlated with 과정명High correlation
강의요일 is highly overall correlated with 정원High correlation
정원 is highly overall correlated with 과정명 and 1 other fieldsHigh correlation

Reproduction

Analysis started2024-04-21 16:02:55.912410
Analysis finished2024-04-21 16:02:56.937446
Duration1.03 second
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

과정명
Categorical

HIGH CORRELATION 

Distinct12
Distinct (%)34.3%
Missing0
Missing (%)0.0%
Memory size408.0 B
컴퓨터왕초보
5 
스마트폰기초
5 
KT와 함께하는 스마트폰기초
5 
인터넷기초
5 
한글활용
3 
Other values (7)
12 

Length

Max length15
Median length13
Mean length6.9142857
Min length4

Unique

Unique2 ?
Unique (%)5.7%

Sample

1st row컴퓨터왕초보
2nd row스마트폰기초
3rd rowKT와 함께하는 스마트폰기초
4th row인터넷기초
5th row스마트폰활용

Common Values

ValueCountFrequency (%)
컴퓨터왕초보 5
14.3%
스마트폰기초 5
14.3%
KT와 함께하는 스마트폰기초 5
14.3%
인터넷기초 5
14.3%
한글활용 3
8.6%
스마트폰활용 2
 
5.7%
엑셀활용 2
 
5.7%
이미지편집 2
 
5.7%
동영상편집 2
 
5.7%
SNS활용 2
 
5.7%
Other values (2) 2
 
5.7%

Length

2024-04-22T01:02:57.056173image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
스마트폰기초 10
22.2%
컴퓨터왕초보 5
11.1%
kt와 5
11.1%
함께하는 5
11.1%
인터넷기초 5
11.1%
한글활용 3
 
6.7%
스마트폰활용 2
 
4.4%
엑셀활용 2
 
4.4%
이미지편집 2
 
4.4%
동영상편집 2
 
4.4%
Other values (3) 4
 
8.9%

구분
Categorical

HIGH CORRELATION 

Distinct3
Distinct (%)8.6%
Missing0
Missing (%)0.0%
Memory size408.0 B
초급
20 
활용
14 
특강
 
1

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique1 ?
Unique (%)2.9%

Sample

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

Common Values

ValueCountFrequency (%)
초급 20
57.1%
활용 14
40.0%
특강 1
 
2.9%

Length

2024-04-22T01:02:57.267572image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-22T01:02:57.444197image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
초급 20
57.1%
활용 14
40.0%
특강 1
 
2.9%

교육기간
Text

Distinct29
Distinct (%)82.9%
Missing0
Missing (%)0.0%
Memory size408.0 B
2024-04-22T01:02:58.056943image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length16
Median length15
Mean length13.8
Min length13

Characters and Unicode

Total characters483
Distinct characters13
Distinct categories4 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique23 ?
Unique (%)65.7%

Sample

1st row2019.1.28~2.13
2nd row2019.1.28~2.27
3rd row2019.2.1~2.28
4th row2019.2.18~2.28
5th row2019.3.4~3.15
ValueCountFrequency (%)
2019.12.2~12.13 2
 
5.7%
2019.8.26~9.6 2
 
5.7%
2019.7.15~7.26 2
 
5.7%
2019.7.1~7.12 2
 
5.7%
2019.3.4~3.15 2
 
5.7%
2019.10.7~10.18 2
 
5.7%
2019.9.23~10.4 1
 
2.9%
2019.1.28~2.13 1
 
2.9%
2019.9.9~9.30 1
 
2.9%
2019.9.11~10.4 1
 
2.9%
Other values (19) 19
54.3%
2024-04-22T01:02:58.929629image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
. 105
21.7%
1 91
18.8%
2 71
14.7%
9 47
9.7%
0 44
9.1%
~ 35
 
7.2%
6 20
 
4.1%
3 15
 
3.1%
4 15
 
3.1%
5 14
 
2.9%
Other values (3) 26
 
5.4%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 342
70.8%
Other Punctuation 105
 
21.7%
Math Symbol 35
 
7.2%
Space Separator 1
 
0.2%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
1 91
26.6%
2 71
20.8%
9 47
13.7%
0 44
12.9%
6 20
 
5.8%
3 15
 
4.4%
4 15
 
4.4%
5 14
 
4.1%
7 13
 
3.8%
8 12
 
3.5%
Other Punctuation
ValueCountFrequency (%)
. 105
100.0%
Math Symbol
ValueCountFrequency (%)
~ 35
100.0%
Space Separator
ValueCountFrequency (%)
1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 483
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
. 105
21.7%
1 91
18.8%
2 71
14.7%
9 47
9.7%
0 44
9.1%
~ 35
 
7.2%
6 20
 
4.1%
3 15
 
3.1%
4 15
 
3.1%
5 14
 
2.9%
Other values (3) 26
 
5.4%

Most occurring blocks

ValueCountFrequency (%)
ASCII 483
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
. 105
21.7%
1 91
18.8%
2 71
14.7%
9 47
9.7%
0 44
9.1%
~ 35
 
7.2%
6 20
 
4.1%
3 15
 
3.1%
4 15
 
3.1%
5 14
 
2.9%
Other values (3) 26
 
5.4%

강의요일
Categorical

HIGH CORRELATION 

Distinct5
Distinct (%)14.3%
Missing0
Missing (%)0.0%
Memory size408.0 B
월+화+수+목+금
25 
월+화
4 
수+목+금
4 
월+화+수
 
1
목+금
 
1

Length

Max length9
Median length9
Mean length7.6
Min length3

Unique

Unique2 ?
Unique (%)5.7%

Sample

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

Common Values

ValueCountFrequency (%)
월+화+수+목+금 25
71.4%
월+화 4
 
11.4%
수+목+금 4
 
11.4%
월+화+수 1
 
2.9%
목+금 1
 
2.9%

Length

2024-04-22T01:02:59.366184image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-22T01:02:59.562213image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
월+화+수+목+금 25
71.4%
월+화 4
 
11.4%
수+목+금 4
 
11.4%
월+화+수 1
 
2.9%
목+금 1
 
2.9%

교육시간
Categorical

Distinct6
Distinct (%)17.1%
Missing0
Missing (%)0.0%
Memory size408.0 B
14:00~16:00
13 
10:00~12:00
12 
14:00~17:00
3 
10:00~11:30
3 
10:00~13:00
2 

Length

Max length11
Median length11
Mean length11
Min length11

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row14:00~17:00
2nd row10:00~12:00
3rd row10:00~11:30
4th row14:00~16:00
5th row10:00~12:00

Common Values

ValueCountFrequency (%)
14:00~16:00 13
37.1%
10:00~12:00 12
34.3%
14:00~17:00 3
 
8.6%
10:00~11:30 3
 
8.6%
10:00~13:00 2
 
5.7%
14:00~15:30 2
 
5.7%

Length

2024-04-22T01:02:59.764217image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-22T01:02:59.966859image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
14:00~16:00 13
37.1%
10:00~12:00 12
34.3%
14:00~17:00 3
 
8.6%
10:00~11:30 3
 
8.6%
10:00~13:00 2
 
5.7%
14:00~15:30 2
 
5.7%

정원
Categorical

HIGH CORRELATION 

Distinct3
Distinct (%)8.6%
Missing0
Missing (%)0.0%
Memory size408.0 B
40
23 
22
10 
20
 
2

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row40
2nd row22
3rd row22
4th row40
5th row20

Common Values

ValueCountFrequency (%)
40 23
65.7%
22 10
28.6%
20 2
 
5.7%

Length

2024-04-22T01:03:00.188214image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-22T01:03:00.366132image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
40 23
65.7%
22 10
28.6%
20 2
 
5.7%

접수일
Categorical

Distinct5
Distinct (%)14.3%
Missing0
Missing (%)0.0%
Memory size408.0 B
2019.5.28~29
8 
2019.8.20~21
8 
2019.3.26~27
7 
2019.1.22~23
6 
2019.10.29~30
6 

Length

Max length13
Median length12
Mean length12.171429
Min length12

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row2019.1.22~23
2nd row2019.1.22~23
3rd row2019.1.22~23
4th row2019.1.22~23
5th row2019.1.22~23

Common Values

ValueCountFrequency (%)
2019.5.28~29 8
22.9%
2019.8.20~21 8
22.9%
2019.3.26~27 7
20.0%
2019.1.22~23 6
17.1%
2019.10.29~30 6
17.1%

Length

2024-04-22T01:03:00.557090image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-22T01:03:00.754546image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2019.5.28~29 8
22.9%
2019.8.20~21 8
22.9%
2019.3.26~27 7
20.0%
2019.1.22~23 6
17.1%
2019.10.29~30 6
17.1%

교육장소
Categorical

CONSTANT 

Distinct1
Distinct (%)2.9%
Missing0
Missing (%)0.0%
Memory size408.0 B
팔공정보문화센터
35 

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 35
100.0%

Length

2024-04-22T01:03:00.964514image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-22T01:03:01.132572image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
팔공정보문화센터 35
100.0%

교육장위치
Categorical

CONSTANT 

Distinct1
Distinct (%)2.9%
Missing0
Missing (%)0.0%
Memory size408.0 B
대구광역시 동구 효신로 34
35 

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 35
100.0%

Length

2024-04-22T01:03:01.306637image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-22T01:03:01.478578image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
대구광역시 35
25.0%
동구 35
25.0%
효신로 35
25.0%
34 35
25.0%

교육비
Categorical

CONSTANT 

Distinct1
Distinct (%)2.9%
Missing0
Missing (%)0.0%
Memory size408.0 B
무료
35 

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 35
100.0%

Length

2024-04-22T01:03:01.650386image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-22T01:03:01.819688image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
무료 35
100.0%

관리기관
Categorical

CONSTANT 

Distinct1
Distinct (%)2.9%
Missing0
Missing (%)0.0%
Memory size408.0 B
대구광역시 동구청
35 

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 35
100.0%

Length

2024-04-22T01:03:01.989989image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-22T01:03:02.160700image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
대구광역시 35
50.0%
동구청 35
50.0%

연락처
Categorical

CONSTANT 

Distinct1
Distinct (%)2.9%
Missing0
Missing (%)0.0%
Memory size408.0 B
053-662-2462
35 

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 35
100.0%

Length

2024-04-22T01:03:02.333966image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-22T01:03:02.503903image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
053-662-2462 35
100.0%

기준일자
Categorical

CONSTANT 

Distinct1
Distinct (%)2.9%
Missing0
Missing (%)0.0%
Memory size408.0 B
2019-07-17
35 

Length

Max length10
Median length10
Mean length10
Min length10

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row2019-07-17
2nd row2019-07-17
3rd row2019-07-17
4th row2019-07-17
5th row2019-07-17

Common Values

ValueCountFrequency (%)
2019-07-17 35
100.0%

Length

2024-04-22T01:03:02.677957image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-22T01:03:02.845222image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2019-07-17 35
100.0%

Correlations

2024-04-22T01:03:02.956149image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
과정명구분교육기간강의요일교육시간정원접수일
과정명1.0001.0000.0000.7330.7761.0000.000
구분1.0001.0000.9430.2580.4220.6970.000
교육기간0.0000.9431.0001.0000.9220.0001.000
강의요일0.7330.2581.0001.0000.5850.6830.000
교육시간0.7760.4220.9220.5851.0000.6320.000
정원1.0000.6970.0000.6830.6321.0000.000
접수일0.0000.0001.0000.0000.0000.0001.000
2024-04-22T01:03:03.143811image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
교육시간정원강의요일구분과정명접수일
교육시간1.0000.3050.4340.1710.3610.000
정원0.3051.0000.6370.3520.8480.000
강의요일0.4340.6371.0000.1850.4470.000
구분0.1710.3520.1851.0000.8480.000
과정명0.3610.8480.4470.8481.0000.000
접수일0.0000.0000.0000.0000.0001.000
2024-04-22T01:03:03.323390image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
과정명구분강의요일교육시간정원접수일
과정명1.0000.8480.4470.3610.8480.000
구분0.8481.0000.1850.1710.3520.000
강의요일0.4470.1851.0000.4340.6370.000
교육시간0.3610.1710.4341.0000.3050.000
정원0.8480.3520.6370.3051.0000.000
접수일0.0000.0000.0000.0000.0001.000

Missing values

2024-04-22T01:02:56.522589image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2024-04-22T01:02:56.824589image/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

과정명구분교육기간강의요일교육시간정원접수일교육장소교육장위치교육비관리기관연락처기준일자
0컴퓨터왕초보초급2019.1.28~2.13월+화+수+목+금14:00~17:00402019.1.22~23팔공정보문화센터대구광역시 동구 효신로 34무료대구광역시 동구청053-662-24622019-07-17
1스마트폰기초초급2019.1.28~2.27월+화+수10:00~12:00222019.1.22~23팔공정보문화센터대구광역시 동구 효신로 34무료대구광역시 동구청053-662-24622019-07-17
2KT와 함께하는 스마트폰기초초급2019.2.1~2.28목+금10:00~11:30222019.1.22~23팔공정보문화센터대구광역시 동구 효신로 34무료대구광역시 동구청053-662-24622019-07-17
3인터넷기초초급2019.2.18~2.28월+화+수+목+금14:00~16:00402019.1.22~23팔공정보문화센터대구광역시 동구 효신로 34무료대구광역시 동구청053-662-24622019-07-17
4스마트폰활용활용2019.3.4~3.15월+화+수+목+금10:00~12:00202019.1.22~23팔공정보문화센터대구광역시 동구 효신로 34무료대구광역시 동구청053-662-24622019-07-17
5한글활용활용2019.3.4~3.15월+화+수+목+금14:00~16:00402019.1.22~23팔공정보문화센터대구광역시 동구 효신로 34무료대구광역시 동구청053-662-24622019-07-17
6컴퓨터왕초보초급2019.4.1~4.12월+화+수+목+금10:00~13:00402019.3.26~27팔공정보문화센터대구광역시 동구 효신로 34무료대구광역시 동구청053-662-24622019-07-17
7KT와 함께하는 스마트폰기초초급2019.4.1~4.23월+화14:00~15:30222019.3.26~27팔공정보문화센터대구광역시 동구 효신로 34무료대구광역시 동구청053-662-24622019-07-17
8스마트폰기초초급2019.4.3~4.26수+목+금14:00~16:00222019.3.26~27팔공정보문화센터대구광역시 동구 효신로 34무료대구광역시 동구청053-662-24622019-07-17
9인터넷기초초급2019.4.15~4.26월+화+수+목+금10:00~12:00402019.3.26~27팔공정보문화센터대구광역시 동구 효신로 34무료대구광역시 동구청053-662-24622019-07-17
과정명구분교육기간강의요일교육시간정원접수일교육장소교육장위치교육비관리기관연락처기준일자
25스마트폰기초초급2019.9.11~10.4수+목+금14:00~16:00222019.8.20~21팔공정보문화센터대구광역시 동구 효신로 34무료대구광역시 동구청053-662-24622019-07-17
26컴퓨터왕초보초급2019.9.23~10.4월+화+수+목+금10:00~13:00402019.8.20~21팔공정보문화센터대구광역시 동구 효신로 34무료대구광역시 동구청053-662-24622019-07-17
27동영상편집활용2019.10.7~10.18월+화+수+목+금10:00~12:00402019.8.20~21팔공정보문화센터대구광역시 동구 효신로 34무료대구광역시 동구청053-662-24622019-07-17
28인터넷기초초급2019.10.7~10.18월+화+수+목+금14:00~16:00402019.8.20~21팔공정보문화센터대구광역시 동구 효신로 34무료대구광역시 동구청053-662-24622019-07-17
29KT와 함께하는 스마트폰기초초급2019.11.4~11.26월+화10:00~11:30222019.10.29~30팔공정보문화센터대구광역시 동구 효신로 34무료대구광역시 동구청053-662-24622019-07-17
30컴퓨터왕초보초급2019.11.4~11.15월+화+수+목+금14:00~17:00402019.10.29~30팔공정보문화센터대구광역시 동구 효신로 34무료대구광역시 동구청053-662-24622019-07-17
31스마트폰기초초급2019.11.6~11.29수+목+금10:00~12:00222019.10.29~30팔공정보문화센터대구광역시 동구 효신로 34무료대구광역시 동구청053-662-24622019-07-17
32한글활용활용2019.11.18~11.29월+화+수+목+금14:00~16:00402019.10.29~30팔공정보문화센터대구광역시 동구 효신로 34무료대구광역시 동구청053-662-24622019-07-17
33SNS활용활용2019.12.2~12.13월+화+수+목+금10:00~12:00402019.10.29~30팔공정보문화센터대구광역시 동구 효신로 34무료대구광역시 동구청053-662-24622019-07-17
34인터넷기초초급2019.12.2~12.13월+화+수+목+금14:00~16:00402019.10.29~30팔공정보문화센터대구광역시 동구 효신로 34무료대구광역시 동구청053-662-24622019-07-17