Overview

Dataset statistics

Number of variables23
Number of observations43
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory8.1 KiB
Average record size in memory192.1 B

Variable types

Categorical15
Text3
Numeric4
Boolean1

Dataset

Description교육청명,교육지원청명,유치원코드,유치원명,설립유형,실내공기질 점검일자,실내공기질 점검결과,정기소독 의무대상시설여부,정기소독 점검일자,정기소독 점검결과,음용수종류(먹는샘물(생수)),음용수종류(정수기),음용수종류(상수도),음용수종류(지하수),지하수사용시 수질 검사여부,지하수사용시 검사일자,지하수사용시 검사결과,미세먼지 검사일자,미세먼지 검사결과,조도관리 검사일자,조도관리 검사결과,공시차수,주소
Author강남구
URLhttps://data.seoul.go.kr/dataList/OA-20801/S/1/datasetView.do

Alerts

교육청명 has constant value ""Constant
교육지원청명 has constant value ""Constant
실내공기질 점검결과 has constant value ""Constant
정기소독 의무대상시설여부 has constant value ""Constant
정기소독 점검결과 has constant value ""Constant
음용수종류(지하수) has constant value ""Constant
지하수사용시 검사결과 has constant value ""Constant
미세먼지 검사결과 has constant value ""Constant
조도관리 검사결과 has constant value ""Constant
공시차수 is highly imbalanced (54.9%)Imbalance
유치원코드 has unique valuesUnique
유치원명 has unique valuesUnique
주소 has unique valuesUnique

Reproduction

Analysis started2024-03-13 17:52:15.346411
Analysis finished2024-03-13 17:52:15.590474
Duration0.24 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

교육청명
Categorical

CONSTANT 

Distinct1
Distinct (%)2.3%
Missing0
Missing (%)0.0%
Memory size476.0 B
서울특별시교육청
43 

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 43
100.0%

Length

2024-03-14T02:52:15.641074image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-14T02:52:15.722795image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
서울특별시교육청 43
100.0%

교육지원청명
Categorical

CONSTANT 

Distinct1
Distinct (%)2.3%
Missing0
Missing (%)0.0%
Memory size476.0 B
강남서초교육지원청
43 

Length

Max length9
Median length9
Mean length9
Min length9

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
강남서초교육지원청 43
100.0%

Length

2024-03-14T02:52:15.800351image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-14T02:52:15.873947image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
강남서초교육지원청 43
100.0%

유치원코드
Text

UNIQUE 

Distinct43
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size476.0 B
2024-03-14T02:52:16.039006image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length36
Median length36
Mean length36
Min length36

Characters and Unicode

Total characters1548
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

Unique43 ?
Unique (%)100.0%

Sample

1st row16f86a3d-1aa1-471d-bcd4-a563853f8658
2nd row18f5dfe2-27c7-47f3-af41-5a4a944a77fe
3rd row1ecec08c-ed13-b044-e053-0a32095ab044
4th row1ecec08c-ed1d-b044-e053-0a32095ab044
5th row1ecec08c-ed1e-b044-e053-0a32095ab044
ValueCountFrequency (%)
16f86a3d-1aa1-471d-bcd4-a563853f8658 1
 
2.3%
1ecec08c-fea5-b044-e053-0a32095ab044 1
 
2.3%
1ecec08d-007b-b044-e053-0a32095ab044 1
 
2.3%
1ecec08d-0184-b044-e053-0a32095ab044 1
 
2.3%
1ecec08d-01d8-b044-e053-0a32095ab044 1
 
2.3%
1ecec08d-04db-b044-e053-0a32095ab044 1
 
2.3%
1ecec08d-0a98-b044-e053-0a32095ab044 1
 
2.3%
1ecec08d-0b98-b044-e053-0a32095ab044 1
 
2.3%
1ecec08d-0d4f-b044-e053-0a32095ab044 1
 
2.3%
1ecec08d-0e4d-b044-e053-0a32095ab044 1
 
2.3%
Other values (33) 33
76.7%
2024-03-14T02:52:16.324003image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
0 247
16.0%
4 176
11.4%
- 172
11.1%
e 144
9.3%
c 107
 
6.9%
a 96
 
6.2%
3 91
 
5.9%
5 91
 
5.9%
b 87
 
5.6%
1 57
 
3.7%
Other values (7) 280
18.1%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 857
55.4%
Lowercase Letter 519
33.5%
Dash Punctuation 172
 
11.1%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
0 247
28.8%
4 176
20.5%
3 91
 
10.6%
5 91
 
10.6%
1 57
 
6.7%
8 55
 
6.4%
9 52
 
6.1%
2 47
 
5.5%
6 21
 
2.5%
7 20
 
2.3%
Lowercase Letter
ValueCountFrequency (%)
e 144
27.7%
c 107
20.6%
a 96
18.5%
b 87
16.8%
d 44
 
8.5%
f 41
 
7.9%
Dash Punctuation
ValueCountFrequency (%)
- 172
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 1029
66.5%
Latin 519
33.5%

Most frequent character per script

Common
ValueCountFrequency (%)
0 247
24.0%
4 176
17.1%
- 172
16.7%
3 91
 
8.8%
5 91
 
8.8%
1 57
 
5.5%
8 55
 
5.3%
9 52
 
5.1%
2 47
 
4.6%
6 21
 
2.0%
Latin
ValueCountFrequency (%)
e 144
27.7%
c 107
20.6%
a 96
18.5%
b 87
16.8%
d 44
 
8.5%
f 41
 
7.9%

Most occurring blocks

ValueCountFrequency (%)
ASCII 1548
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
0 247
16.0%
4 176
11.4%
- 172
11.1%
e 144
9.3%
c 107
 
6.9%
a 96
 
6.2%
3 91
 
5.9%
5 91
 
5.9%
b 87
 
5.6%
1 57
 
3.7%
Other values (7) 280
18.1%

유치원명
Text

UNIQUE 

Distinct43
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size476.0 B
2024-03-14T02:52:16.527354image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length13
Median length9
Mean length8.2790698
Min length5

Characters and Unicode

Total characters356
Distinct characters82
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

Unique43 ?
Unique (%)100.0%

Sample

1st row서울신구유치원
2nd row서울세명유치원
3rd row강남유치원
4th row서울언주초등학교병설유치원
5th row서울개원초등학교병설유치원
ValueCountFrequency (%)
서울신구유치원 1
 
2.3%
리라유치원 1
 
2.3%
초원유치원 1
 
2.3%
아란유치원 1
 
2.3%
서울율현초등학교병설유치원 1
 
2.3%
서울논현초등학교병설유치원 1
 
2.3%
오즈의마법사유치원 1
 
2.3%
반디유치원 1
 
2.3%
이화유치원 1
 
2.3%
청운교회부설유치원 1
 
2.3%
Other values (33) 33
76.7%
2024-03-14T02:52:16.850717image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
원 45
 
12.6%
유 44
 
12.4%
치 43
 
12.1%
서 19
 
5.3%
울 18
 
5.1%
초 15
 
4.2%
설 15
 
4.2%
학 15
 
4.2%
교 15
 
4.2%
등 14
 
3.9%
Other values (72) 113
31.7%

Most occurring categories

ValueCountFrequency (%)
Other Letter 356
100.0%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
원 45
 
12.6%
유 44
 
12.4%
치 43
 
12.1%
서 19
 
5.3%
울 18
 
5.1%
초 15
 
4.2%
설 15
 
4.2%
학 15
 
4.2%
교 15
 
4.2%
등 14
 
3.9%
Other values (72) 113
31.7%

Most occurring scripts

ValueCountFrequency (%)
Hangul 356
100.0%

Most frequent character per script

Hangul
ValueCountFrequency (%)
원 45
 
12.6%
유 44
 
12.4%
치 43
 
12.1%
서 19
 
5.3%
울 18
 
5.1%
초 15
 
4.2%
설 15
 
4.2%
학 15
 
4.2%
교 15
 
4.2%
등 14
 
3.9%
Other values (72) 113
31.7%

Most occurring blocks

ValueCountFrequency (%)
Hangul 356
100.0%

Most frequent character per block

Hangul
ValueCountFrequency (%)
원 45
 
12.6%
유 44
 
12.4%
치 43
 
12.1%
서 19
 
5.3%
울 18
 
5.1%
초 15
 
4.2%
설 15
 
4.2%
학 15
 
4.2%
교 15
 
4.2%
등 14
 
3.9%
Other values (72) 113
31.7%

설립유형
Categorical

Distinct4
Distinct (%)9.3%
Missing0
Missing (%)0.0%
Memory size476.0 B
사립(사인)
22 
공립(병설)
14 
공립(단설)
4 
사립(법인)
3 

Length

Max length6
Median length6
Mean length6
Min length6

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
사립(사인) 22
51.2%
공립(병설) 14
32.6%
공립(단설) 4
 
9.3%
사립(법인) 3
 
7.0%

Length

2024-03-14T02:52:16.952001image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-14T02:52:17.029566image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
사립(사인 22
51.2%
공립(병설 14
32.6%
공립(단설 4
 
9.3%
사립(법인 3
 
7.0%

실내공기질 점검일자
Real number (ℝ)

Distinct31
Distinct (%)72.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean20222930
Minimum20180611
Maximum20230922
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size519.0 B
2024-03-14T02:52:17.131075image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum20180611
5-th percentile20180742
Q120230363
median20230509
Q320230613
95-th percentile20230906
Maximum20230922
Range50311
Interquartile range (IQR)250

Descriptive statistics

Standard deviation16805.662
Coefficient of variation (CV)0.00083102014
Kurtosis2.0007846
Mean20222930
Median Absolute Deviation (MAD)105
Skewness-1.9128923
Sum8.6958597 × 108
Variance2.8243027 × 108
MonotonicityNot monotonic
2024-03-14T02:52:17.244094image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=31)
ValueCountFrequency (%)
20230523 4
 
9.3%
20230320 3
 
7.0%
20230417 2
 
4.7%
20230509 2
 
4.7%
20230614 2
 
4.7%
20230906 2
 
4.7%
20230421 2
 
4.7%
20230425 2
 
4.7%
20230428 2
 
4.7%
20230616 1
 
2.3%
Other values (21) 21
48.8%
ValueCountFrequency (%)
20180611 1
 
2.3%
20180705 1
 
2.3%
20180723 1
 
2.3%
20180918 1
 
2.3%
20190708 1
 
2.3%
20190906 1
 
2.3%
20200925 1
 
2.3%
20210629 1
 
2.3%
20230320 3
7.0%
20230406 1
 
2.3%
ValueCountFrequency (%)
20230922 1
2.3%
20230907 1
2.3%
20230906 2
4.7%
20230905 1
2.3%
20230809 1
2.3%
20230713 1
2.3%
20230616 1
2.3%
20230615 1
2.3%
20230614 2
4.7%
20230612 1
2.3%

실내공기질 점검결과
Categorical

CONSTANT 

Distinct1
Distinct (%)2.3%
Missing0
Missing (%)0.0%
Memory size476.0 B
적합
43 

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
적합 43
100.0%

Length

2024-03-14T02:52:17.333630image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-14T02:52:17.407151image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
적합 43
100.0%

정기소독 의무대상시설여부
Boolean

CONSTANT 

Distinct1
Distinct (%)2.3%
Missing0
Missing (%)0.0%
Memory size175.0 B
True
43 
ValueCountFrequency (%)
True 43
100.0%
2024-03-14T02:52:17.467759image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

정기소독 점검일자
Real number (ℝ)

Distinct33
Distinct (%)76.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean20223625
Minimum20180622
Maximum20230921
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size519.0 B
2024-03-14T02:52:17.543217image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum20180622
5-th percentile20181894
Q120230721
median20230817
Q320230906
95-th percentile20230918
Maximum20230921
Range50299
Interquartile range (IQR)185

Descriptive statistics

Standard deviation15937.435
Coefficient of variation (CV)0.00078806023
Kurtosis2.3424615
Mean20223625
Median Absolute Deviation (MAD)92
Skewness-1.9674227
Sum8.6961587 × 108
Variance2.5400182 × 108
MonotonicityNot monotonic
2024-03-14T02:52:17.640661image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=33)
ValueCountFrequency (%)
20230721 2
 
4.7%
20230809 2
 
4.7%
20230906 2
 
4.7%
20230825 2
 
4.7%
20230817 2
 
4.7%
20230816 2
 
4.7%
20230821 2
 
4.7%
20230918 2
 
4.7%
20230911 2
 
4.7%
20230826 2
 
4.7%
Other values (23) 23
53.5%
ValueCountFrequency (%)
20180622 1
2.3%
20180822 1
2.3%
20180915 1
2.3%
20190708 1
2.3%
20190812 1
2.3%
20201006 1
2.3%
20201007 1
2.3%
20210910 1
2.3%
20230509 1
2.3%
20230711 1
2.3%
ValueCountFrequency (%)
20230921 1
2.3%
20230919 1
2.3%
20230918 2
4.7%
20230915 1
2.3%
20230913 1
2.3%
20230911 2
4.7%
20230910 1
2.3%
20230909 1
2.3%
20230906 2
4.7%
20230901 1
2.3%

정기소독 점검결과
Categorical

CONSTANT 

Distinct1
Distinct (%)2.3%
Missing0
Missing (%)0.0%
Memory size476.0 B
실시
43 

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
실시 43
100.0%

Length

2024-03-14T02:52:17.737884image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-14T02:52:17.810987image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
실시 43
100.0%

음용수종류(먹는샘물(생수))
Categorical

Distinct2
Distinct (%)4.7%
Missing0
Missing (%)0.0%
Memory size476.0 B
-
37 
O
6 

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
- 37
86.0%
O 6
 
14.0%

Length

2024-03-14T02:52:17.884831image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-14T02:52:17.958962image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
37
86.0%
o 6
 
14.0%

음용수종류(정수기)
Categorical

Distinct2
Distinct (%)4.7%
Missing0
Missing (%)0.0%
Memory size476.0 B
O
26 
-
17 

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
O 26
60.5%
- 17
39.5%

Length

2024-03-14T02:52:18.033406image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-14T02:52:18.114192image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
o 26
60.5%
17
39.5%

음용수종류(상수도)
Categorical

Distinct2
Distinct (%)4.7%
Missing0
Missing (%)0.0%
Memory size476.0 B
-
29 
O
14 

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
- 29
67.4%
O 14
32.6%

Length

2024-03-14T02:52:18.188360image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-14T02:52:18.261323image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
29
67.4%
o 14
32.6%

음용수종류(지하수)
Categorical

CONSTANT 

Distinct1
Distinct (%)2.3%
Missing0
Missing (%)0.0%
Memory size476.0 B
-
43 

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
- 43
100.0%

Length

2024-03-14T02:52:18.559203image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-14T02:52:18.629300image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
43
100.0%

지하수사용시 수질 검사여부
Categorical

Distinct2
Distinct (%)4.7%
Missing0
Missing (%)0.0%
Memory size476.0 B
N
36 
-
7 

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
N 36
83.7%
- 7
 
16.3%

Length

2024-03-14T02:52:18.701243image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-14T02:52:18.783667image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
n 36
83.7%
7
 
16.3%

지하수사용시 검사일자
Categorical

Distinct2
Distinct (%)4.7%
Missing0
Missing (%)0.0%
Memory size476.0 B
29 
-
14 

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
29
67.4%
- 14
32.6%

Length

2024-03-14T02:52:18.873611image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-14T02:52:18.955326image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
14
100.0%

지하수사용시 검사결과
Categorical

CONSTANT 

Distinct1
Distinct (%)2.3%
Missing0
Missing (%)0.0%
Memory size476.0 B
-
43 

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
- 43
100.0%

Length

2024-03-14T02:52:19.032924image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-14T02:52:19.113749image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
43
100.0%

미세먼지 검사일자
Real number (ℝ)

Distinct34
Distinct (%)79.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean20223177
Minimum20180611
Maximum20230922
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size519.0 B
2024-03-14T02:52:19.191976image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum20180611
5-th percentile20181722
Q120230321
median20230512
Q320230614
95-th percentile20230906
Maximum20230922
Range50311
Interquartile range (IQR)293

Descriptive statistics

Standard deviation16279.214
Coefficient of variation (CV)0.00080497809
Kurtosis2.030534
Mean20223177
Median Absolute Deviation (MAD)103
Skewness-1.912658
Sum8.6959661 × 108
Variance2.6501282 × 108
MonotonicityNot monotonic
2024-03-14T02:52:19.315628image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=34)
ValueCountFrequency (%)
20230523 3
 
7.0%
20230425 2
 
4.7%
20230906 2
 
4.7%
20230609 2
 
4.7%
20230614 2
 
4.7%
20230509 2
 
4.7%
20230421 2
 
4.7%
20230320 2
 
4.7%
20180723 1
 
2.3%
20180705 1
 
2.3%
Other values (24) 24
55.8%
ValueCountFrequency (%)
20180611 1
2.3%
20180705 1
2.3%
20180723 1
2.3%
20190708 1
2.3%
20190902 1
2.3%
20190905 1
2.3%
20200925 1
2.3%
20210629 1
2.3%
20230313 1
2.3%
20230320 2
4.7%
ValueCountFrequency (%)
20230922 1
2.3%
20230907 1
2.3%
20230906 2
4.7%
20230905 1
2.3%
20230904 1
2.3%
20230901 1
2.3%
20230809 1
2.3%
20230616 1
2.3%
20230615 1
2.3%
20230614 2
4.7%

미세먼지 검사결과
Categorical

CONSTANT 

Distinct1
Distinct (%)2.3%
Missing0
Missing (%)0.0%
Memory size476.0 B
-
43 

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
- 43
100.0%

Length

2024-03-14T02:52:19.424817image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-14T02:52:19.497386image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
43
100.0%

조도관리 검사일자
Real number (ℝ)

Distinct32
Distinct (%)74.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean20222943
Minimum20180611
Maximum20230922
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size519.0 B
2024-03-14T02:52:19.575914image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum20180611
5-th percentile20180742
Q120230363
median20230512
Q320230614
95-th percentile20230906
Maximum20230922
Range50311
Interquartile range (IQR)251

Descriptive statistics

Standard deviation16811.813
Coefficient of variation (CV)0.00083132377
Kurtosis2.0000288
Mean20222943
Median Absolute Deviation (MAD)103
Skewness-1.9127131
Sum8.6958653 × 108
Variance2.8263705 × 108
MonotonicityNot monotonic
2024-03-14T02:52:19.680077image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=32)
ValueCountFrequency (%)
20230523 3
 
7.0%
20230901 2
 
4.7%
20230906 2
 
4.7%
20230509 2
 
4.7%
20230421 2
 
4.7%
20230609 2
 
4.7%
20230614 2
 
4.7%
20230425 2
 
4.7%
20230320 2
 
4.7%
20230428 2
 
4.7%
Other values (22) 22
51.2%
ValueCountFrequency (%)
20180611 1
2.3%
20180705 1
2.3%
20180723 1
2.3%
20180918 1
2.3%
20190708 1
2.3%
20190905 1
2.3%
20200925 1
2.3%
20210629 1
2.3%
20230313 1
2.3%
20230320 2
4.7%
ValueCountFrequency (%)
20230922 1
2.3%
20230907 1
2.3%
20230906 2
4.7%
20230901 2
4.7%
20230809 1
2.3%
20230713 1
2.3%
20230616 1
2.3%
20230615 1
2.3%
20230614 2
4.7%
20230612 1
2.3%

조도관리 검사결과
Categorical

CONSTANT 

Distinct1
Distinct (%)2.3%
Missing0
Missing (%)0.0%
Memory size476.0 B
-
43 

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
- 43
100.0%

Length

2024-03-14T02:52:19.779377image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-14T02:52:19.859508image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
43
100.0%

공시차수
Categorical

IMBALANCE 

Distinct5
Distinct (%)11.6%
Missing0
Missing (%)0.0%
Memory size476.0 B
20232
35 
20182
 
3
20202
 
2
20192
 
2
20212
 
1

Length

Max length5
Median length5
Mean length5
Min length5

Unique

Unique1 ?
Unique (%)2.3%

Sample

1st row20232
2nd row20232
3rd row20202
4th row20232
5th row20182

Common Values

ValueCountFrequency (%)
20232 35
81.4%
20182 3
 
7.0%
20202 2
 
4.7%
20192 2
 
4.7%
20212 1
 
2.3%

Length

2024-03-14T02:52:19.937675image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-14T02:52:20.025883image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
20232 35
81.4%
20182 3
 
7.0%
20202 2
 
4.7%
20192 2
 
4.7%
20212 1
 
2.3%

주소
Text

UNIQUE 

Distinct43
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size476.0 B
2024-03-14T02:52:20.209987image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length22
Median length21
Mean length18.790698
Min length16

Characters and Unicode

Total characters808
Distinct characters53
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

Unique43 ?
Unique (%)100.0%

Sample

1st row서울특별시 강남구 압구정로18길 28
2nd row서울특별시 강남구 자곡로 55
3rd row서울특별시 강남구 선릉로129길 31
4th row서울특별시 강남구 남부순환로363길 19
5th row서울특별시 강남구 선릉로 29
ValueCountFrequency (%)
서울특별시 43
25.0%
강남구 43
25.0%
15 4
 
2.3%
5 3
 
1.7%
28 3
 
1.7%
17 3
 
1.7%
선릉로 2
 
1.2%
21 2
 
1.2%
일원로 2
 
1.2%
자곡로 2
 
1.2%
Other values (62) 65
37.8%
2024-03-14T02:52:20.517292image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
129
16.0%
구 47
 
5.8%
1 47
 
5.8%
남 46
 
5.7%
강 45
 
5.6%
서 43
 
5.3%
특 43
 
5.3%
별 43
 
5.3%
시 43
 
5.3%
울 43
 
5.3%
Other values (43) 279
34.5%

Most occurring categories

ValueCountFrequency (%)
Other Letter 515
63.7%
Decimal Number 163
 
20.2%
Space Separator 129
 
16.0%
Dash Punctuation 1
 
0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
구 47
9.1%
남 46
8.9%
강 45
8.7%
서 43
8.3%
특 43
8.3%
별 43
8.3%
시 43
8.3%
울 43
8.3%
로 43
8.3%
길 32
 
6.2%
Other values (31) 87
16.9%
Decimal Number
ValueCountFrequency (%)
1 47
28.8%
2 23
14.1%
5 20
12.3%
6 14
 
8.6%
8 12
 
7.4%
7 10
 
6.1%
4 10
 
6.1%
3 10
 
6.1%
0 9
 
5.5%
9 8
 
4.9%
Space Separator
ValueCountFrequency (%)
129
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 515
63.7%
Common 293
36.3%

Most frequent character per script

Hangul
ValueCountFrequency (%)
구 47
9.1%
남 46
8.9%
강 45
8.7%
서 43
8.3%
특 43
8.3%
별 43
8.3%
시 43
8.3%
울 43
8.3%
로 43
8.3%
길 32
 
6.2%
Other values (31) 87
16.9%
Common
ValueCountFrequency (%)
129
44.0%
1 47
 
16.0%
2 23
 
7.8%
5 20
 
6.8%
6 14
 
4.8%
8 12
 
4.1%
7 10
 
3.4%
4 10
 
3.4%
3 10
 
3.4%
0 9
 
3.1%
Other values (2) 9
 
3.1%

Most occurring blocks

ValueCountFrequency (%)
Hangul 515
63.7%
ASCII 293
36.3%

Most frequent character per block

ASCII
ValueCountFrequency (%)
129
44.0%
1 47
 
16.0%
2 23
 
7.8%
5 20
 
6.8%
6 14
 
4.8%
8 12
 
4.1%
7 10
 
3.4%
4 10
 
3.4%
3 10
 
3.4%
0 9
 
3.1%
Other values (2) 9
 
3.1%
Hangul
ValueCountFrequency (%)
구 47
9.1%
남 46
8.9%
강 45
8.7%
서 43
8.3%
특 43
8.3%
별 43
8.3%
시 43
8.3%
울 43
8.3%
로 43
8.3%
길 32
 
6.2%
Other values (31) 87
16.9%

Sample

교육청명교육지원청명유치원코드유치원명설립유형실내공기질 점검일자실내공기질 점검결과정기소독 의무대상시설여부정기소독 점검일자정기소독 점검결과음용수종류(먹는샘물(생수))음용수종류(정수기)음용수종류(상수도)음용수종류(지하수)지하수사용시 수질 검사여부지하수사용시 검사일자지하수사용시 검사결과미세먼지 검사일자미세먼지 검사결과조도관리 검사일자조도관리 검사결과공시차수주소
0서울특별시교육청강남서초교육지원청16f86a3d-1aa1-471d-bcd4-a563853f8658서울신구유치원공립(단설)20230425적합Y20230721실시-------20230425-20230425-20232서울특별시 강남구 압구정로18길 28
1서울특별시교육청강남서초교육지원청18f5dfe2-27c7-47f3-af41-5a4a944a77fe서울세명유치원공립(단설)20230612적합Y20230828실시-------20230612-20230612-20232서울특별시 강남구 자곡로 55
2서울특별시교육청강남서초교육지원청1ecec08c-ed13-b044-e053-0a32095ab044강남유치원사립(사인)20200925적합Y20201007실시O---N--20200925-20200925-20202서울특별시 강남구 선릉로129길 31
3서울특별시교육청강남서초교육지원청1ecec08c-ed1d-b044-e053-0a32095ab044서울언주초등학교병설유치원공립(병설)20230406적합Y20230826실시--O-N-20230322-20230406-20232서울특별시 강남구 남부순환로363길 19
4서울특별시교육청강남서초교육지원청1ecec08c-ed1e-b044-e053-0a32095ab044서울개원초등학교병설유치원공립(병설)20180611적합Y20180915실시-OO-N--20180611-20180611-20182서울특별시 강남구 선릉로 29
5서울특별시교육청강남서초교육지원청1ecec08c-ef04-b044-e053-0a32095ab044도곡렉슬유치원사립(사인)20230428적합Y20230911실시-O--N-20230428-20230428-20232서울특별시 강남구 선릉로 221
6서울특별시교육청강남서초교육지원청1ecec08c-efef-b044-e053-0a32095ab044영동제일유치원사립(사인)20230320적합Y20230918실시-O--N-20230320-20230320-20232서울특별시 강남구 삼성로120길 28
7서울특별시교육청강남서초교육지원청1ecec08c-f42d-b044-e053-0a32095ab044서울수서초등학교병설유치원공립(병설)20230907적합Y20230809실시--O-N-20230907-20230907-20232서울특별시 강남구 광평로51길 46
8서울특별시교육청강남서초교육지원청1ecec08c-f43c-b044-e053-0a32095ab044선경유치원사립(사인)20230417적합Y20230807실시-OO-N-20230417-20230417-20232서울특별시 강남구 삼성로 151
9서울특별시교육청강남서초교육지원청1ecec08c-f43d-b044-e053-0a32095ab044신아유치원사립(사인)20230523적합Y20230816실시-O--N-20230901-20230901-20232서울특별시 강남구 개포로110길 15
교육청명교육지원청명유치원코드유치원명설립유형실내공기질 점검일자실내공기질 점검결과정기소독 의무대상시설여부정기소독 점검일자정기소독 점검결과음용수종류(먹는샘물(생수))음용수종류(정수기)음용수종류(상수도)음용수종류(지하수)지하수사용시 수질 검사여부지하수사용시 검사일자지하수사용시 검사결과미세먼지 검사일자미세먼지 검사결과조도관리 검사일자조도관리 검사결과공시차수주소
33서울특별시교육청강남서초교육지원청1ecec08d-0e61-b044-e053-0a32095ab044서울대현초등학교병설유치원공립(병설)20230616적합Y20230910실시--O-N-20230616-20230616-20232서울특별시 강남구 역삼로98길 16
34서울특별시교육청강남서초교육지원청1ecec08d-0e63-b044-e053-0a32095ab044성결유치원사립(사인)20230509적합Y20230901실시O---N-20230509-20230509-20232서울특별시 강남구 언주로121길 5
35서울특별시교육청강남서초교육지원청1ecec08d-0e64-b044-e053-0a32095ab044성요셉유치원사립(법인)20230809적합Y20230826실시-OO-N-20230809-20230809-20232서울특별시 강남구 압구정로77길 28
36서울특별시교육청강남서초교육지원청1ecec08d-0e65-b044-e053-0a32095ab044소망유치원사립(사인)20230421적합Y20230913실시-OO-N-20230421-20230421-20232서울특별시 강남구 광평로56길 11
37서울특별시교육청강남서초교육지원청1fd6777e-1508-e0b0-e053-0a32095ae0b0서울은곡유치원공립(단설)20230523적합Y20230825실시-O--N-20230523-20230523-20232서울특별시 강남구 헌릉로569길 41
38서울특별시교육청강남서초교육지원청34140010-58e8-44b4-9e91-49d5eb6669e1강남유정유치원사립(사인)20230906적합Y20230921실시-------20230906-20230906-20232서울특별시 강남구 광평로34길 17
39서울특별시교육청강남서초교육지원청3cedfdf0-2006-43f2-853b-29e001e6637a서울영희초등학교병설유치원공립(병설)20230615적합Y20230509실시-------20230615-20230615-20232서울특별시 강남구 일원로 21
40서울특별시교육청강남서초교육지원청b2d7325d-5742-4adf-ad7a-4fcc9ea8f9dc서울청담초등학교병설유치원공립(병설)20230417적합Y20230911실시-------20230609-20230609-20232서울특별시 강남구 압구정로71길 9
41서울특별시교육청강남서초교육지원청d66d57de-9a60-4eab-8ca9-38b9d53c57e0서울포이초등학교병설유치원공립(병설)20230614적합Y20230909실시-------20230614-20230614-20232서울특별시 강남구 개포로22길 87
42서울특별시교육청강남서초교육지원청fccf9482-0b1c-4f4b-a7e7-cffe7f40b07b서울학동초등학교병설유치원공립(병설)20230608적합Y20230906실시-------20230608-20230608-20232서울특별시 강남구 선릉로115길 42