Overview

Dataset statistics

Number of variables11
Number of observations38
Missing cells38
Missing cells (%)9.1%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory3.5 KiB
Average record size in memory93.5 B

Variable types

Categorical4
Text3
Boolean3
Unsupported1

Dataset

Description교육청명,교육지원청명,유치원코드,유치원명,설립유형,학교안전공제회 대상여부,학교안전공제회 가입여부,교육시설재난공제회 대상여부,교육시설재난공제회 가입여부,공시차수,주소
Author강동구
URLhttps://data.seoul.go.kr/dataList/OA-20853/S/1/datasetView.do

Alerts

교육청명 has constant value ""Constant
교육지원청명 has constant value ""Constant
학교안전공제회 대상여부 has constant value ""Constant
학교안전공제회 가입여부 is highly imbalanced (82.4%)Imbalance
공시차수 is highly imbalanced (54.8%)Imbalance
교육시설재난공제회 가입여부 has 38 (100.0%) missing valuesMissing
유치원코드 has unique valuesUnique
유치원명 has unique valuesUnique
교육시설재난공제회 가입여부 is an unsupported type, check if it needs cleaning or further analysisUnsupported

Reproduction

Analysis started2024-03-13 06:43:59.337622
Analysis finished2024-03-13 06:43:59.795672
Duration0.46 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

교육청명
Categorical

CONSTANT 

Distinct1
Distinct (%)2.6%
Missing0
Missing (%)0.0%
Memory size436.0 B
서울특별시교육청
38 

Length

Max length8
Median length8
Mean length8
Min length8

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
서울특별시교육청 38
100.0%

Length

2024-03-13T15:43:59.858251image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-13T15:43:59.966180image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
서울특별시교육청 38
100.0%

교육지원청명
Categorical

CONSTANT 

Distinct1
Distinct (%)2.6%
Missing0
Missing (%)0.0%
Memory size436.0 B
강동송파교육지원청
38 

Length

Max length9
Median length9
Mean length9
Min length9

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
강동송파교육지원청 38
100.0%

Length

2024-03-13T15:44:00.134086image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-13T15:44:00.220897image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
강동송파교육지원청 38
100.0%

유치원코드
Text

UNIQUE 

Distinct38
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size436.0 B
2024-03-13T15:44:00.377174image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length36
Median length36
Mean length36
Min length36

Characters and Unicode

Total characters1368
Distinct characters17
Distinct categories3 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique38 ?
Unique (%)100.0%

Sample

1st row1ecec08d-0eee-b044-e053-0a32095ab044
2nd row1ecec08c-f289-b044-e053-0a32095ab044
3rd row1ecec08c-f337-b044-e053-0a32095ab044
4th row1ecec08c-f338-b044-e053-0a32095ab044
5th row1ecec08c-f33c-b044-e053-0a32095ab044
ValueCountFrequency (%)
1ecec08d-0eee-b044-e053-0a32095ab044 1
 
2.6%
1ecec08c-f4c7-b044-e053-0a32095ab044 1
 
2.6%
1ecec08c-fdba-b044-e053-0a32095ab044 1
 
2.6%
dc3c0174-def5-4b61-a69d-19ff119cdf2e 1
 
2.6%
1ecec08c-ed95-b044-e053-0a32095ab044 1
 
2.6%
1ecec08c-ef39-b044-e053-0a32095ab044 1
 
2.6%
1ecec08c-f123-b044-e053-0a32095ab044 1
 
2.6%
1ecec08c-f12c-b044-e053-0a32095ab044 1
 
2.6%
1ecec08c-f426-b044-e053-0a32095ab044 1
 
2.6%
1ecec08c-f8d2-b044-e053-0a32095ab044 1
 
2.6%
Other values (28) 28
73.7%
2024-03-13T15:44:00.669166image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
0 216
15.8%
- 152
11.1%
4 150
11.0%
e 111
8.1%
c 106
7.7%
3 88
 
6.4%
5 80
 
5.8%
a 80
 
5.8%
b 76
 
5.6%
1 56
 
4.1%
Other values (7) 253
18.5%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 772
56.4%
Lowercase Letter 444
32.5%
Dash Punctuation 152
 
11.1%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
0 216
28.0%
4 150
19.4%
3 88
11.4%
5 80
 
10.4%
1 56
 
7.3%
9 53
 
6.9%
8 52
 
6.7%
2 51
 
6.6%
7 17
 
2.2%
6 9
 
1.2%
Lowercase Letter
ValueCountFrequency (%)
e 111
25.0%
c 106
23.9%
a 80
18.0%
b 76
17.1%
f 38
 
8.6%
d 33
 
7.4%
Dash Punctuation
ValueCountFrequency (%)
- 152
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 924
67.5%
Latin 444
32.5%

Most frequent character per script

Common
ValueCountFrequency (%)
0 216
23.4%
- 152
16.5%
4 150
16.2%
3 88
9.5%
5 80
 
8.7%
1 56
 
6.1%
9 53
 
5.7%
8 52
 
5.6%
2 51
 
5.5%
7 17
 
1.8%
Latin
ValueCountFrequency (%)
e 111
25.0%
c 106
23.9%
a 80
18.0%
b 76
17.1%
f 38
 
8.6%
d 33
 
7.4%

Most occurring blocks

ValueCountFrequency (%)
ASCII 1368
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
0 216
15.8%
- 152
11.1%
4 150
11.0%
e 111
8.1%
c 106
7.7%
3 88
 
6.4%
5 80
 
5.8%
a 80
 
5.8%
b 76
 
5.6%
1 56
 
4.1%
Other values (7) 253
18.5%

유치원명
Text

UNIQUE 

Distinct38
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size436.0 B
2024-03-13T15:44:00.878387image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length14
Median length13.5
Mean length7.7631579
Min length5

Characters and Unicode

Total characters295
Distinct characters60
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

Unique38 ?
Unique (%)100.0%

Sample

1st row고덕한울유치원
2nd row예슬유치원
3rd row서울고명초등학교병설유치원
4th row서울명일유치원
5th row성보나유치원
ValueCountFrequency (%)
고덕한울유치원 1
 
2.6%
반석유치원 1
 
2.6%
강일늘사랑유치원 1
 
2.6%
서울고일초등학교병설유치원 1
 
2.6%
송원유치원 1
 
2.6%
한영중고등학교병설한영유치원 1
 
2.6%
준현유치원 1
 
2.6%
고덕유치원 1
 
2.6%
오송유치원 1
 
2.6%
화랑유치원 1
 
2.6%
Other values (28) 28
73.7%
2024-03-13T15:44:01.192887image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
유 40
13.6%
원 40
13.6%
치 38
 
12.9%
울 13
 
4.4%
서 12
 
4.1%
등 11
 
3.7%
설 11
 
3.7%
병 11
 
3.7%
교 11
 
3.7%
학 11
 
3.7%
Other values (50) 97
32.9%

Most occurring categories

ValueCountFrequency (%)
Other Letter 295
100.0%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
유 40
13.6%
원 40
13.6%
치 38
 
12.9%
울 13
 
4.4%
서 12
 
4.1%
등 11
 
3.7%
설 11
 
3.7%
병 11
 
3.7%
교 11
 
3.7%
학 11
 
3.7%
Other values (50) 97
32.9%

Most occurring scripts

ValueCountFrequency (%)
Hangul 295
100.0%

Most frequent character per script

Hangul
ValueCountFrequency (%)
유 40
13.6%
원 40
13.6%
치 38
 
12.9%
울 13
 
4.4%
서 12
 
4.1%
등 11
 
3.7%
설 11
 
3.7%
병 11
 
3.7%
교 11
 
3.7%
학 11
 
3.7%
Other values (50) 97
32.9%

Most occurring blocks

ValueCountFrequency (%)
Hangul 295
100.0%

Most frequent character per block

Hangul
ValueCountFrequency (%)
유 40
13.6%
원 40
13.6%
치 38
 
12.9%
울 13
 
4.4%
서 12
 
4.1%
등 11
 
3.7%
설 11
 
3.7%
병 11
 
3.7%
교 11
 
3.7%
학 11
 
3.7%
Other values (50) 97
32.9%

설립유형
Categorical

Distinct4
Distinct (%)10.5%
Missing0
Missing (%)0.0%
Memory size436.0 B
사립(사인)
21 
공립(병설)
10 
사립(법인)
5 
공립(단설)
 
2

Length

Max length6
Median length6
Mean length6
Min length6

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row사립(사인)
2nd row사립(사인)
3rd row공립(병설)
4th row공립(단설)
5th row사립(법인)

Common Values

ValueCountFrequency (%)
사립(사인) 21
55.3%
공립(병설) 10
26.3%
사립(법인) 5
 
13.2%
공립(단설) 2
 
5.3%

Length

2024-03-13T15:44:01.301077image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-13T15:44:01.390840image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
사립(사인 21
55.3%
공립(병설 10
26.3%
사립(법인 5
 
13.2%
공립(단설 2
 
5.3%

학교안전공제회 대상여부
Boolean

CONSTANT 

Distinct1
Distinct (%)2.6%
Missing0
Missing (%)0.0%
Memory size170.0 B
True
38 
ValueCountFrequency (%)
True 38
100.0%
2024-03-13T15:44:01.468896image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

학교안전공제회 가입여부
Boolean

IMBALANCE 

Distinct2
Distinct (%)5.3%
Missing0
Missing (%)0.0%
Memory size170.0 B
True
37 
False
 
1
ValueCountFrequency (%)
True 37
97.4%
False 1
 
2.6%
2024-03-13T15:44:01.537832image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

교육시설재난공제회 대상여부
Boolean

Distinct2
Distinct (%)5.3%
Missing0
Missing (%)0.0%
Memory size170.0 B
True
24 
False
14 
ValueCountFrequency (%)
True 24
63.2%
False 14
36.8%
2024-03-13T15:44:01.617891image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

교육시설재난공제회 가입여부
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing38
Missing (%)100.0%
Memory size474.0 B

공시차수
Categorical

IMBALANCE 

Distinct5
Distinct (%)13.2%
Missing0
Missing (%)0.0%
Memory size436.0 B
20232
31 
20202
 
2
20212
 
2
20182
 
2
20192
 
1

Length

Max length5
Median length5
Mean length5
Min length5

Unique

Unique1 ?
Unique (%)2.6%

Sample

1st row20202
2nd row20232
3rd row20232
4th row20232
5th row20232

Common Values

ValueCountFrequency (%)
20232 31
81.6%
20202 2
 
5.3%
20212 2
 
5.3%
20182 2
 
5.3%
20192 1
 
2.6%

Length

2024-03-13T15:44:01.716701image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-13T15:44:01.808446image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
20232 31
81.6%
20202 2
 
5.3%
20212 2
 
5.3%
20182 2
 
5.3%
20192 1
 
2.6%

주소
Text

Distinct37
Distinct (%)97.4%
Missing0
Missing (%)0.0%
Memory size436.0 B
2024-03-13T15:44:01.998432image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length24
Median length22
Mean length19.394737
Min length16

Characters and Unicode

Total characters737
Distinct characters49
Distinct categories4 ?
Distinct scripts2 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique36 ?
Unique (%)94.7%

Sample

1st row서울특별시 강동구 양재대로 1706
2nd row서울특별시 강동구 상암로 11
3rd row서울특별시 강동구 고덕로46길 53
4th row서울특별시 강동구 암사19길 53
5th row서울특별시 강동구 고덕로83길 68
ValueCountFrequency (%)
서울특별시 38
25.0%
강동구 38
25.0%
구천면로 4
 
2.6%
53 2
 
1.3%
천호대로187길 2
 
1.3%
64 2
 
1.3%
상암로63길 2
 
1.3%
고덕로 2
 
1.3%
고덕로97길 2
 
1.3%
80 2
 
1.3%
Other values (58) 58
38.2%
2024-03-13T15:44:02.389897image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
114
15.5%
구 44
 
6.0%
동 42
 
5.7%
강 39
 
5.3%
서 38
 
5.2%
특 38
 
5.2%
별 38
 
5.2%
시 38
 
5.2%
울 38
 
5.2%
로 37
 
5.0%
Other values (39) 271
36.8%

Most occurring categories

ValueCountFrequency (%)
Other Letter 460
62.4%
Decimal Number 155
 
21.0%
Space Separator 114
 
15.5%
Dash Punctuation 8
 
1.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
구 44
9.6%
동 42
9.1%
강 39
8.5%
서 38
8.3%
특 38
8.3%
별 38
8.3%
시 38
8.3%
울 38
8.3%
로 37
8.0%
길 26
 
5.7%
Other values (27) 82
17.8%
Decimal Number
ValueCountFrequency (%)
1 30
19.4%
3 25
16.1%
6 20
12.9%
8 15
9.7%
9 13
8.4%
2 12
 
7.7%
0 11
 
7.1%
5 11
 
7.1%
4 10
 
6.5%
7 8
 
5.2%
Space Separator
ValueCountFrequency (%)
114
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 8
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 460
62.4%
Common 277
37.6%

Most frequent character per script

Hangul
ValueCountFrequency (%)
구 44
9.6%
동 42
9.1%
강 39
8.5%
서 38
8.3%
특 38
8.3%
별 38
8.3%
시 38
8.3%
울 38
8.3%
로 37
8.0%
길 26
 
5.7%
Other values (27) 82
17.8%
Common
ValueCountFrequency (%)
114
41.2%
1 30
 
10.8%
3 25
 
9.0%
6 20
 
7.2%
8 15
 
5.4%
9 13
 
4.7%
2 12
 
4.3%
0 11
 
4.0%
5 11
 
4.0%
4 10
 
3.6%
Other values (2) 16
 
5.8%

Most occurring blocks

ValueCountFrequency (%)
Hangul 460
62.4%
ASCII 277
37.6%

Most frequent character per block

ASCII
ValueCountFrequency (%)
114
41.2%
1 30
 
10.8%
3 25
 
9.0%
6 20
 
7.2%
8 15
 
5.4%
9 13
 
4.7%
2 12
 
4.3%
0 11
 
4.0%
5 11
 
4.0%
4 10
 
3.6%
Other values (2) 16
 
5.8%
Hangul
ValueCountFrequency (%)
구 44
9.6%
동 42
9.1%
강 39
8.5%
서 38
8.3%
특 38
8.3%
별 38
8.3%
시 38
8.3%
울 38
8.3%
로 37
8.0%
길 26
 
5.7%
Other values (27) 82
17.8%

Correlations

2024-03-13T15:44:02.472014image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
유치원코드유치원명설립유형학교안전공제회 가입여부교육시설재난공제회 대상여부공시차수주소
유치원코드1.0001.0001.0001.0001.0001.0001.000
유치원명1.0001.0001.0001.0001.0001.0001.000
설립유형1.0001.0001.0000.0000.6540.0000.000
학교안전공제회 가입여부1.0001.0000.0001.0000.0000.0001.000
교육시설재난공제회 대상여부1.0001.0000.6540.0001.0000.2171.000
공시차수1.0001.0000.0000.0000.2171.0000.000
주소1.0001.0000.0001.0001.0000.0001.000
2024-03-13T15:44:02.565669image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
공시차수설립유형교육시설재난공제회 대상여부학교안전공제회 가입여부
공시차수1.0000.0000.2490.000
설립유형0.0001.0000.4430.000
교육시설재난공제회 대상여부0.2490.4431.0000.000
학교안전공제회 가입여부0.0000.0000.0001.000
2024-03-13T15:44:02.651101image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
설립유형학교안전공제회 가입여부교육시설재난공제회 대상여부공시차수
설립유형1.0000.0000.4430.000
학교안전공제회 가입여부0.0001.0000.0000.000
교육시설재난공제회 대상여부0.4430.0001.0000.249
공시차수0.0000.0000.2491.000

Missing values

2024-03-13T15:43:59.620330image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2024-03-13T15:43:59.745133image/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

교육청명교육지원청명유치원코드유치원명설립유형학교안전공제회 대상여부학교안전공제회 가입여부교육시설재난공제회 대상여부교육시설재난공제회 가입여부공시차수주소
0서울특별시교육청강동송파교육지원청1ecec08d-0eee-b044-e053-0a32095ab044고덕한울유치원사립(사인)YYY<NA>20202서울특별시 강동구 양재대로 1706
1서울특별시교육청강동송파교육지원청1ecec08c-f289-b044-e053-0a32095ab044예슬유치원사립(사인)YYY<NA>20232서울특별시 강동구 상암로 11
2서울특별시교육청강동송파교육지원청1ecec08c-f337-b044-e053-0a32095ab044서울고명초등학교병설유치원공립(병설)YYY<NA>20232서울특별시 강동구 고덕로46길 53
3서울특별시교육청강동송파교육지원청1ecec08c-f338-b044-e053-0a32095ab044서울명일유치원공립(단설)YYY<NA>20232서울특별시 강동구 암사19길 53
4서울특별시교육청강동송파교육지원청1ecec08c-f33c-b044-e053-0a32095ab044성보나유치원사립(법인)YYN<NA>20232서울특별시 강동구 고덕로83길 68
5서울특별시교육청강동송파교육지원청1ecec08c-f704-b044-e053-0a32095ab044명덕유치원사립(사인)YYN<NA>20232서울특별시 강동구 동남로83길 66
6서울특별시교육청강동송파교육지원청1ecec08c-f7e0-b044-e053-0a32095ab044서울길동초등학교병설유치원공립(병설)YYY<NA>20232서울특별시 강동구 양재대로116길 69
7서울특별시교육청강동송파교육지원청1ecec08c-f93f-b044-e053-0a32095ab044서울신명초등학교병설유치원공립(병설)YYY<NA>20232서울특별시 강동구 명일로24길 33
8서울특별시교육청강동송파교육지원청1ecec08c-f973-b044-e053-0a32095ab044강동유정유치원사립(사인)YYY<NA>20232서울특별시 강동구 상일로10길 41
9서울특별시교육청강동송파교육지원청1ecec08d-029f-b044-e053-0a32095ab044돌샘유치원사립(사인)YYY<NA>20232서울특별시 강동구 고덕로 131
교육청명교육지원청명유치원코드유치원명설립유형학교안전공제회 대상여부학교안전공제회 가입여부교육시설재난공제회 대상여부교육시설재난공제회 가입여부공시차수주소
28서울특별시교육청강동송파교육지원청1ecec08d-00bf-b044-e053-0a32095ab044예크유치원사립(사인)YYY<NA>20182서울특별시 강동구 천호대로187길 73-10
29서울특별시교육청강동송파교육지원청1ecec08c-f8d2-b044-e053-0a32095ab044화랑유치원사립(사인)YYY<NA>20202서울특별시 강동구 천중로35길 37-1
30서울특별시교육청강동송파교육지원청1ecec08c-f821-b044-e053-0a32095ab044녹원유치원사립(사인)YYN<NA>20232서울특별시 강동구 상암로63길 39-10
31서울특별시교육청강동송파교육지원청1ecec08d-028f-b044-e053-0a32095ab044유정유치원사립(사인)YYN<NA>20232서울특별시 강동구 강동대로55길 83
32서울특별시교육청강동송파교육지원청1ecec08c-fc1d-b044-e053-0a32095ab044서울강덕초등학교병설유치원공립(병설)YYY<NA>20232서울특별시 강동구 동남로82길 94-54
33서울특별시교육청강동송파교육지원청fa8ca68f-3afc-4cf1-9118-70174aec112e서울강솔초등학교병설유치원공립(병설)YYY<NA>20192서울특별시 강동구 고덕로97길 80
34서울특별시교육청강동송파교육지원청1ecec08c-fc21-b044-e053-0a32095ab044근화유치원사립(사인)YYN<NA>20232서울특별시 강동구 고덕로 240
35서울특별시교육청강동송파교육지원청1ecec08c-fc24-b044-e053-0a32095ab044둔촌유치원사립(사인)YYN<NA>20232서울특별시 강동구 풍성로63길 73
36서울특별시교육청강동송파교육지원청1ecec08c-fdba-b044-e053-0a32095ab044강일늘사랑유치원사립(사인)YYY<NA>20232서울특별시 강동구 아리수로98길 62
37서울특별시교육청강동송파교육지원청1ecec08d-01d7-b044-e053-0a32095ab044은새유치원사립(사인)YYN<NA>20232서울특별시 강동구 고덕로62길 58