Overview

Dataset statistics

Number of variables5
Number of observations80
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory3.3 KiB
Average record size in memory41.6 B

Variable types

Categorical2
Text3

Dataset

Description경상남도 요양보호사 교육기관 현황에 대한 데이터로 교육기관명, 전화번호, 주소 항목을 제공합니다. 경상남도 요양보호사 교육기관 현황에 대한 데이터로 교육기관명, 전화번호, 주소 항목을 제공합니다.
Author경상남도
URLhttps://bigdata.gyeongnam.go.kr/index.gn?menuCd=DOM_000000114002001000&publicdatapk=3079125

Alerts

비고 is highly imbalanced (90.3%)Imbalance
교육기관명 has unique valuesUnique
전화번호 has unique valuesUnique
주소 has unique valuesUnique

Reproduction

Analysis started2023-12-11 00:06:46.622364
Analysis finished2023-12-11 00:06:47.067567
Duration0.45 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

시군
Categorical

Distinct14
Distinct (%)17.5%
Missing0
Missing (%)0.0%
Memory size772.0 B
창원
29 
진주
11 
김해
11 
양산
7 
밀양
3 
Other values (9)
19 

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
창원 29
36.2%
진주 11
 
13.8%
김해 11
 
13.8%
양산 7
 
8.8%
밀양 3
 
3.8%
거제 3
 
3.8%
통영 2
 
2.5%
사천 2
 
2.5%
고성 2
 
2.5%
남해 2
 
2.5%
Other values (4) 8
 
10.0%

Length

2023-12-11T09:06:47.136025image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
창원 29
36.2%
진주 11
 
13.8%
김해 11
 
13.8%
양산 7
 
8.8%
밀양 3
 
3.8%
거제 3
 
3.8%
통영 2
 
2.5%
사천 2
 
2.5%
고성 2
 
2.5%
남해 2
 
2.5%
Other values (4) 8
 
10.0%

교육기관명
Text

UNIQUE 

Distinct80
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size772.0 B
2023-12-11T09:06:47.362561image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length15
Median length14
Mean length3.9
Min length1

Characters and Unicode

Total characters312
Distinct characters106
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

Unique80 ?
Unique (%)100.0%

Sample

1st row경남간호학원부설
2nd row진해보금
3rd row마산
4th row경남종합사회복지관
5th row굿모닝
ValueCountFrequency (%)
경남간호학원부설 1
 
1.2%
진해보금 1
 
1.2%
거제 1
 
1.2%
밀양 1
 
1.2%
밀양영남 1
 
1.2%
제일 1
 
1.2%
미소진 1
 
1.2%
늘봄 1
 
1.2%
김해한길 1
 
1.2%
옥포 1
 
1.2%
Other values (70) 70
87.5%
2023-12-11T09:06:47.750367image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
원 13
 
4.2%
남 12
 
3.8%
해 12
 
3.8%
창 11
 
3.5%
학 11
 
3.5%
부 10
 
3.2%
설 9
 
2.9%
경 9
 
2.9%
대 8
 
2.6%
진 7
 
2.2%
Other values (96) 210
67.3%

Most occurring categories

ValueCountFrequency (%)
Other Letter 312
100.0%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
원 13
 
4.2%
남 12
 
3.8%
해 12
 
3.8%
창 11
 
3.5%
학 11
 
3.5%
부 10
 
3.2%
설 9
 
2.9%
경 9
 
2.9%
대 8
 
2.6%
진 7
 
2.2%
Other values (96) 210
67.3%

Most occurring scripts

ValueCountFrequency (%)
Hangul 312
100.0%

Most frequent character per script

Hangul
ValueCountFrequency (%)
원 13
 
4.2%
남 12
 
3.8%
해 12
 
3.8%
창 11
 
3.5%
학 11
 
3.5%
부 10
 
3.2%
설 9
 
2.9%
경 9
 
2.9%
대 8
 
2.6%
진 7
 
2.2%
Other values (96) 210
67.3%

Most occurring blocks

ValueCountFrequency (%)
Hangul 312
100.0%

Most frequent character per block

Hangul
ValueCountFrequency (%)
원 13
 
4.2%
남 12
 
3.8%
해 12
 
3.8%
창 11
 
3.5%
학 11
 
3.5%
부 10
 
3.2%
설 9
 
2.9%
경 9
 
2.9%
대 8
 
2.6%
진 7
 
2.2%
Other values (96) 210
67.3%

전화번호
Text

UNIQUE 

Distinct80
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size772.0 B
2023-12-11T09:06:48.004002image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length12
Median length12
Mean length12
Min length12

Characters and Unicode

Total characters960
Distinct characters11
Distinct categories2 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique80 ?
Unique (%)100.0%

Sample

1st row055-221-9991
2nd row055-542-2375
3rd row055-221-3335
4th row055-298-8600
5th row055-288-8022
ValueCountFrequency (%)
055-221-9991 1
 
1.2%
055-542-2375 1
 
1.2%
055-638-3740 1
 
1.2%
055-356-8777 1
 
1.2%
055-341-3412 1
 
1.2%
055-355-1151 1
 
1.2%
055-346-1611 1
 
1.2%
055-312-7722 1
 
1.2%
055-324-5006 1
 
1.2%
055-680-7008 1
 
1.2%
Other values (70) 70
87.5%
2023-12-11T09:06:48.372404image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
5 223
23.2%
- 160
16.7%
0 144
15.0%
2 89
 
9.3%
3 78
 
8.1%
7 59
 
6.1%
1 50
 
5.2%
6 47
 
4.9%
8 39
 
4.1%
4 37
 
3.9%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 800
83.3%
Dash Punctuation 160
 
16.7%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
5 223
27.9%
0 144
18.0%
2 89
 
11.1%
3 78
 
9.8%
7 59
 
7.4%
1 50
 
6.2%
6 47
 
5.9%
8 39
 
4.9%
4 37
 
4.6%
9 34
 
4.2%
Dash Punctuation
ValueCountFrequency (%)
- 160
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 960
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
5 223
23.2%
- 160
16.7%
0 144
15.0%
2 89
 
9.3%
3 78
 
8.1%
7 59
 
6.1%
1 50
 
5.2%
6 47
 
4.9%
8 39
 
4.1%
4 37
 
3.9%

Most occurring blocks

ValueCountFrequency (%)
ASCII 960
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
5 223
23.2%
- 160
16.7%
0 144
15.0%
2 89
 
9.3%
3 78
 
8.1%
7 59
 
6.1%
1 50
 
5.2%
6 47
 
4.9%
8 39
 
4.1%
4 37
 
3.9%

주소
Text

UNIQUE 

Distinct80
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size772.0 B
2023-12-11T09:06:48.579899image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length38
Median length31
Mean length24.5375
Min length14

Characters and Unicode

Total characters1963
Distinct characters167
Distinct categories7 ?
Distinct scripts2 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique80 ?
Unique (%)100.0%

Sample

1st row창원시 마산합포구 해안대로 289, 5층(신포동1가)
2nd row창원시 진해구 석동로 51, 205호 (석동, 세븐코아빌딩)
3rd row창원시 마산회원구 북성로 118, 801호(회원동, 한효프라자)
4th row창원시 마산회원구 팔용로 270(구암동)
5th row창원시 성산구 원이대로 393번길 25 (반지동)
ValueCountFrequency (%)
창원시 29
 
8.1%
김해시 11
 
3.1%
진주시 11
 
3.1%
마산회원구 8
 
2.2%
의창구 7
 
1.9%
양산시 7
 
1.9%
마산합포구 5
 
1.4%
성산구 5
 
1.4%
진해구 4
 
1.1%
밀양시 3
 
0.8%
Other values (235) 269
74.9%
2023-12-11T09:06:48.891293image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
279
 
14.2%
동 81
 
4.1%
, 79
 
4.0%
로 72
 
3.7%
시 69
 
3.5%
) 67
 
3.4%
1 67
 
3.4%
( 67
 
3.4%
3 60
 
3.1%
2 51
 
2.6%
Other values (157) 1071
54.6%

Most occurring categories

ValueCountFrequency (%)
Other Letter 1106
56.3%
Decimal Number 351
 
17.9%
Space Separator 279
 
14.2%
Other Punctuation 81
 
4.1%
Close Punctuation 67
 
3.4%
Open Punctuation 67
 
3.4%
Dash Punctuation 12
 
0.6%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
동 81
 
7.3%
로 72
 
6.5%
시 69
 
6.2%
창 46
 
4.2%
원 44
 
4.0%
산 38
 
3.4%
층 32
 
2.9%
구 32
 
2.9%
호 32
 
2.9%
길 31
 
2.8%
Other values (141) 629
56.9%
Decimal Number
ValueCountFrequency (%)
1 67
19.1%
3 60
17.1%
2 51
14.5%
5 36
10.3%
0 31
8.8%
4 28
8.0%
7 25
 
7.1%
8 21
 
6.0%
6 20
 
5.7%
9 12
 
3.4%
Other Punctuation
ValueCountFrequency (%)
, 79
97.5%
. 2
 
2.5%
Space Separator
ValueCountFrequency (%)
279
100.0%
Close Punctuation
ValueCountFrequency (%)
) 67
100.0%
Open Punctuation
ValueCountFrequency (%)
( 67
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 12
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 1106
56.3%
Common 857
43.7%

Most frequent character per script

Hangul
ValueCountFrequency (%)
동 81
 
7.3%
로 72
 
6.5%
시 69
 
6.2%
창 46
 
4.2%
원 44
 
4.0%
산 38
 
3.4%
층 32
 
2.9%
구 32
 
2.9%
호 32
 
2.9%
길 31
 
2.8%
Other values (141) 629
56.9%
Common
ValueCountFrequency (%)
279
32.6%
, 79
 
9.2%
) 67
 
7.8%
1 67
 
7.8%
( 67
 
7.8%
3 60
 
7.0%
2 51
 
6.0%
5 36
 
4.2%
0 31
 
3.6%
4 28
 
3.3%
Other values (6) 92
 
10.7%

Most occurring blocks

ValueCountFrequency (%)
Hangul 1106
56.3%
ASCII 857
43.7%

Most frequent character per block

ASCII
ValueCountFrequency (%)
279
32.6%
, 79
 
9.2%
) 67
 
7.8%
1 67
 
7.8%
( 67
 
7.8%
3 60
 
7.0%
2 51
 
6.0%
5 36
 
4.2%
0 31
 
3.6%
4 28
 
3.3%
Other values (6) 92
 
10.7%
Hangul
ValueCountFrequency (%)
동 81
 
7.3%
로 72
 
6.5%
시 69
 
6.2%
창 46
 
4.2%
원 44
 
4.0%
산 38
 
3.4%
층 32
 
2.9%
구 32
 
2.9%
호 32
 
2.9%
길 31
 
2.8%
Other values (141) 629
56.9%

비고
Categorical

IMBALANCE 

Distinct2
Distinct (%)2.5%
Missing0
Missing (%)0.0%
Memory size772.0 B
-
79 
휴지
 
1

Length

Max length2
Median length1
Mean length1.0125
Min length1

Unique

Unique1 ?
Unique (%)1.2%

Sample

1st row-
2nd row-
3rd row-
4th row-
5th row-

Common Values

ValueCountFrequency (%)
- 79
98.8%
휴지 1
 
1.2%

Length

2023-12-11T09:06:49.010918image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T09:06:49.102216image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
79
98.8%
휴지 1
 
1.2%

Correlations

2023-12-11T09:06:49.165794image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
시군교육기관명전화번호주소비고
시군1.0001.0001.0001.0000.000
교육기관명1.0001.0001.0001.0001.000
전화번호1.0001.0001.0001.0001.000
주소1.0001.0001.0001.0001.000
비고0.0001.0001.0001.0001.000
2023-12-11T09:06:49.282431image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
시군비고
시군1.0000.000
비고0.0001.000
2023-12-11T09:06:49.379280image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
시군비고
시군1.0000.000
비고0.0001.000

Missing values

2023-12-11T09:06:46.941103image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-11T09:06:47.026958image/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

시군교육기관명전화번호주소비고
0창원경남간호학원부설055-221-9991창원시 마산합포구 해안대로 289, 5층(신포동1가)-
1창원진해보금055-542-2375창원시 진해구 석동로 51, 205호 (석동, 세븐코아빌딩)-
2창원마산055-221-3335창원시 마산회원구 북성로 118, 801호(회원동, 한효프라자)-
3창원경남종합사회복지관055-298-8600창원시 마산회원구 팔용로 270(구암동)-
4창원굿모닝055-288-8022창원시 성산구 원이대로 393번길 25 (반지동)-
5창원영남055-263-8007창원시 성산구 안민안길 48, 301호(천선동)-
6창원새경남055-242-2200창원시 마산합포구 삼호로 35(산호동)-
7창원가인055-248-9992창원시 마산합포구 합포로 225,3층(산호동,새마을금고)-
8창원경남복지055-244-0509창원시 마산합포구 반월남2길 37-5(신창동)-
9창원창원소답055-552-0049창원시 진해구 충장로 151, 2층(여좌동)-
시군교육기관명전화번호주소비고
70남해남해055-864-6110남해군 남해읍 남해대로 2835-
71남해남해희망055-867-3025남해군 남해읍 화전로 88-6-
72하동해맑은055-882-7521하동군 하동읍 화심길 51-13, 2층-
73하동경남탑055-810-7010하동군 진교면 산복벚꽃길 5-
74함양함양055-962-1986함양군 함양읍 위성초등길 3-
75함양이레055-962-7845함양군 함양읍 교산1길 5-
76거창거창사랑055-945-0339거창군 거창읍 창동로 174-
77거창경남도립거창대학평생교육원부설055-254-2774거창군 거창읍 거창대학로 72-
78합천경남055-933-7956합천군 합천읍 충효로 78-3-
79합천합천055-933-7717합천군 합천읍 중앙로 17, 102호(고품상가)-