Overview

Dataset statistics

Number of variables13
Number of observations244
Missing cells240
Missing cells (%)7.6%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory25.1 KiB
Average record size in memory105.5 B

Variable types

Categorical9
Boolean2
Text1
Numeric1

Dataset

Description교육청명,교육지원청명,유치원코드,유치원명,설립유형,가입 보험명,대상여부,가입여부,업체명1,업체명2,업체명3,공시차수,주소
Author중랑구
URLhttps://data.seoul.go.kr/dataList/OA-20860/S/1/datasetView.do

Alerts

교육청명 has constant value ""Constant
교육지원청명 has constant value ""Constant
주소 is highly overall correlated with 공시차수 and 4 other fieldsHigh correlation
대상여부 is highly overall correlated with 가입여부 and 1 other fieldsHigh correlation
가입여부 is highly overall correlated with 대상여부 and 2 other fieldsHigh correlation
설립유형 is highly overall correlated with 유치원코드 and 2 other fieldsHigh correlation
업체명2 is highly overall correlated with 공시차수 and 6 other fieldsHigh correlation
유치원명 is highly overall correlated with 공시차수 and 4 other fieldsHigh correlation
업체명1 is highly overall correlated with 가입여부 and 1 other fieldsHigh correlation
유치원코드 is highly overall correlated with 공시차수 and 4 other fieldsHigh correlation
공시차수 is highly overall correlated with 유치원코드 and 3 other fieldsHigh correlation
업체명2 is highly imbalanced (82.2%)Imbalance
업체명3 has 240 (98.4%) missing valuesMissing

Reproduction

Analysis started2024-03-13 18:42:30.933090
Analysis finished2024-03-13 18:42:31.871533
Duration0.94 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

교육청명
Categorical

CONSTANT 

Distinct1
Distinct (%)0.4%
Missing0
Missing (%)0.0%
Memory size2.0 KiB
서울특별시교육청
244 

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 244
100.0%

Length

2024-03-14T03:42:31.920611image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-14T03:42:31.985590image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
서울특별시교육청 244
100.0%

교육지원청명
Categorical

CONSTANT 

Distinct1
Distinct (%)0.4%
Missing0
Missing (%)0.0%
Memory size2.0 KiB
동부교육지원청
244 

Length

Max length7
Median length7
Mean length7
Min length7

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
동부교육지원청 244
100.0%

Length

2024-03-14T03:42:32.055715image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-14T03:42:32.121274image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
동부교육지원청 244
100.0%

유치원코드
Categorical

HIGH CORRELATION 

Distinct38
Distinct (%)15.6%
Missing0
Missing (%)0.0%
Memory size2.0 KiB
1ecec08c-f29a-b044-e053-0a32095ab044
 
11
1ecec08d-09a8-b044-e053-0a32095ab044
 
10
1ecec08d-0e09-b044-e053-0a32095ab044
 
8
1ecec08c-fb78-b044-e053-0a32095ab044
 
8
1ecec08d-0ca8-b044-e053-0a32095ab044
 
7
Other values (33)
200 

Length

Max length36
Median length36
Mean length36
Min length36

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row0764f8c8-364c-495b-9fbc-b389148b7b4f
2nd row0764f8c8-364c-495b-9fbc-b389148b7b4f
3rd row0764f8c8-364c-495b-9fbc-b389148b7b4f
4th row0764f8c8-364c-495b-9fbc-b389148b7b4f
5th row0764f8c8-364c-495b-9fbc-b389148b7b4f

Common Values

ValueCountFrequency (%)
1ecec08c-f29a-b044-e053-0a32095ab044 11
 
4.5%
1ecec08d-09a8-b044-e053-0a32095ab044 10
 
4.1%
1ecec08d-0e09-b044-e053-0a32095ab044 8
 
3.3%
1ecec08c-fb78-b044-e053-0a32095ab044 8
 
3.3%
1ecec08d-0ca8-b044-e053-0a32095ab044 7
 
2.9%
1ecec08c-f3e9-b044-e053-0a32095ab044 7
 
2.9%
0764f8c8-364c-495b-9fbc-b389148b7b4f 7
 
2.9%
1ecec08c-f894-b044-e053-0a32095ab044 6
 
2.5%
1ecec08c-f053-b044-e053-0a32095ab044 6
 
2.5%
1ecec08c-f1fe-b044-e053-0a32095ab044 6
 
2.5%
Other values (28) 168
68.9%

Length

2024-03-14T03:42:32.190808image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
1ecec08c-f29a-b044-e053-0a32095ab044 11
 
4.5%
1ecec08d-09a8-b044-e053-0a32095ab044 10
 
4.1%
1ecec08d-0e09-b044-e053-0a32095ab044 8
 
3.3%
1ecec08c-fb78-b044-e053-0a32095ab044 8
 
3.3%
1ecec08d-0ca8-b044-e053-0a32095ab044 7
 
2.9%
1ecec08c-f3e9-b044-e053-0a32095ab044 7
 
2.9%
0764f8c8-364c-495b-9fbc-b389148b7b4f 7
 
2.9%
b6a058d4-d077-4426-a262-864967ac2010 6
 
2.5%
1ecec08d-01ff-b044-e053-0a32095ab044 6
 
2.5%
1ecec08d-0831-b044-e053-0a32095ab044 6
 
2.5%
Other values (28) 168
68.9%

유치원명
Categorical

HIGH CORRELATION 

Distinct38
Distinct (%)15.6%
Missing0
Missing (%)0.0%
Memory size2.0 KiB
로뎅유치원
 
11
예원유치원
 
10
진달래유치원
 
8
동일유치원
 
8
미림유치원
 
7
Other values (33)
200 

Length

Max length14
Median length5
Mean length7.795082
Min length5

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
로뎅유치원 11
 
4.5%
예원유치원 10
 
4.1%
진달래유치원 8
 
3.3%
동일유치원 8
 
3.3%
미림유치원 7
 
2.9%
영은유치원 7
 
2.9%
서울신현초등학교병설유치원 7
 
2.9%
윤경유치원 6
 
2.5%
서울면동초등학교병설유치원 6
 
2.5%
신일유치원 6
 
2.5%
Other values (28) 168
68.9%

Length

2024-03-14T03:42:32.275915image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
로뎅유치원 11
 
4.5%
예원유치원 10
 
4.1%
진달래유치원 8
 
3.3%
동일유치원 8
 
3.3%
미림유치원 7
 
2.9%
영은유치원 7
 
2.9%
서울신현초등학교병설유치원 7
 
2.9%
서울중흥초등학교병설유치원 6
 
2.5%
이루니유치원 6
 
2.5%
누리에유치원 6
 
2.5%
Other values (28) 168
68.9%

설립유형
Categorical

HIGH CORRELATION 

Distinct4
Distinct (%)1.6%
Missing0
Missing (%)0.0%
Memory size2.0 KiB
사립(사인)
139 
공립(병설)
79 
사립(법인)
20 
공립(단설)
 
6

Length

Max length6
Median length6
Mean length6
Min length6

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
사립(사인) 139
57.0%
공립(병설) 79
32.4%
사립(법인) 20
 
8.2%
공립(단설) 6
 
2.5%

Length

2024-03-14T03:42:32.361164image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-14T03:42:32.433472image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
사립(사인 139
57.0%
공립(병설 79
32.4%
사립(법인 20
 
8.2%
공립(단설 6
 
2.5%

가입 보험명
Categorical

Distinct19
Distinct (%)7.8%
Missing0
Missing (%)0.0%
Memory size2.0 KiB
가스배상책임보험
38 
통학버스 종합보험
38 
영유아생명신체피해(상해보험)
38 
화재보험
38 
놀이시설 안전보험
38 
Other values (14)
54 

Length

Max length16
Median length15
Mean length9.0163934
Min length4

Unique

Unique11 ?
Unique (%)4.5%

Sample

1st row가스배상책임보험
2nd row화재보험
3rd row통학버스 책임보험
4th row통학버스 종합보험
5th row영유아생명신체피해(상해보험)

Common Values

ValueCountFrequency (%)
가스배상책임보험 38
15.6%
통학버스 종합보험 38
15.6%
영유아생명신체피해(상해보험) 38
15.6%
화재보험 38
15.6%
놀이시설 안전보험 38
15.6%
통학버스 책임보험 38
15.6%
생산물배상책임보험 3
 
1.2%
영업배상책임보험 2
 
0.8%
영.유아상해후유보험 1
 
0.4%
음식물 배상책임 1
 
0.4%
Other values (9) 9
 
3.7%

Length

2024-03-14T03:42:32.519416image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
통학버스 76
21.1%
가스배상책임보험 38
10.5%
종합보험 38
10.5%
영유아생명신체피해(상해보험 38
10.5%
화재보험 38
10.5%
놀이시설 38
10.5%
안전보험 38
10.5%
책임보험 38
10.5%
생산물배상책임보험 3
 
0.8%
영업배상책임보험 3
 
0.8%
Other values (11) 13
 
3.6%

대상여부
Boolean

HIGH CORRELATION 

Distinct2
Distinct (%)0.8%
Missing0
Missing (%)0.0%
Memory size376.0 B
True
197 
False
47 
ValueCountFrequency (%)
True 197
80.7%
False 47
 
19.3%
2024-03-14T03:42:32.595256image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

가입여부
Boolean

HIGH CORRELATION 

Distinct2
Distinct (%)0.8%
Missing0
Missing (%)0.0%
Memory size376.0 B
True
202 
False
42 
ValueCountFrequency (%)
True 202
82.8%
False 42
 
17.2%
2024-03-14T03:42:32.655201image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

업체명1
Categorical

HIGH CORRELATION 

Distinct33
Distinct (%)13.5%
Missing0
Missing (%)0.0%
Memory size2.0 KiB
<NA>
42 
학교안전공제회
42 
한국교육시설안전원
29 
삼성화재
24 
현대해상
20 
Other values (28)
87 

Length

Max length12
Median length10
Mean length6.2786885
Min length2

Unique

Unique9 ?
Unique (%)3.7%

Sample

1st rowAIG손해보험
2nd row한국교육시설안전원
3rd row<NA>
4th row<NA>
5th row학교안전공제회

Common Values

ValueCountFrequency (%)
<NA> 42
17.2%
학교안전공제회 42
17.2%
한국교육시설안전원 29
11.9%
삼성화재 24
9.8%
현대해상 20
 
8.2%
현대해상화재보험 12
 
4.9%
DB손해보험 7
 
2.9%
농협손해보험주식회사 7
 
2.9%
KB손해보험 6
 
2.5%
(주)삼성화재 5
 
2.0%
Other values (23) 50
20.5%

Length

2024-03-14T03:42:32.750557image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
na 42
17.1%
학교안전공제회 42
17.1%
한국교육시설안전원 29
11.8%
삼성화재 24
9.8%
현대해상 20
 
8.2%
현대해상화재보험 12
 
4.9%
db손해보험 7
 
2.9%
농협손해보험주식회사 7
 
2.9%
kb손해보험 6
 
2.4%
주)삼성화재 5
 
2.0%
Other values (24) 51
20.8%

업체명2
Categorical

HIGH CORRELATION  IMBALANCE 

Distinct9
Distinct (%)3.7%
Missing0
Missing (%)0.0%
Memory size2.0 KiB
<NA>
227 
삼성화재
 
4
현대해상화재보험
 
3
DB손해보험
 
2
AXA보험
 
2
Other values (4)
 
6

Length

Max length8
Median length4
Mean length4.1311475
Min length4

Unique

Unique2 ?
Unique (%)0.8%

Sample

1st row<NA>
2nd row<NA>
3rd row<NA>
4th row<NA>
5th row<NA>

Common Values

ValueCountFrequency (%)
<NA> 227
93.0%
삼성화재 4
 
1.6%
현대해상화재보험 3
 
1.2%
DB손해보험 2
 
0.8%
AXA보험 2
 
0.8%
KB손해보험 2
 
0.8%
삼성화재해상보험 2
 
0.8%
농협손해보험 1
 
0.4%
현대해상 1
 
0.4%

Length

2024-03-14T03:42:32.876540image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-14T03:42:32.980212image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
na 227
93.0%
삼성화재 4
 
1.6%
현대해상화재보험 3
 
1.2%
db손해보험 2
 
0.8%
axa보험 2
 
0.8%
kb손해보험 2
 
0.8%
삼성화재해상보험 2
 
0.8%
농협손해보험 1
 
0.4%
현대해상 1
 
0.4%

업체명3
Text

MISSING 

Distinct2
Distinct (%)50.0%
Missing240
Missing (%)98.4%
Memory size2.0 KiB
2024-03-14T03:42:33.090759image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length6
Median length5
Mean length5
Min length4

Characters and Unicode

Total characters20
Distinct characters10
Distinct categories2 ?
Distinct scripts2 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowDB손해보험
2nd rowDB손해보험
3rd row삼성화재
4th row삼성화재
ValueCountFrequency (%)
db손해보험 2
50.0%
삼성화재 2
50.0%
2024-03-14T03:42:33.306985image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
D 2
10.0%
B 2
10.0%
손 2
10.0%
해 2
10.0%
보 2
10.0%
험 2
10.0%
삼 2
10.0%
성 2
10.0%
화 2
10.0%
재 2
10.0%

Most occurring categories

ValueCountFrequency (%)
Other Letter 16
80.0%
Uppercase Letter 4
 
20.0%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
손 2
12.5%
해 2
12.5%
보 2
12.5%
험 2
12.5%
삼 2
12.5%
성 2
12.5%
화 2
12.5%
재 2
12.5%
Uppercase Letter
ValueCountFrequency (%)
D 2
50.0%
B 2
50.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 16
80.0%
Latin 4
 
20.0%

Most frequent character per script

Hangul
ValueCountFrequency (%)
손 2
12.5%
해 2
12.5%
보 2
12.5%
험 2
12.5%
삼 2
12.5%
성 2
12.5%
화 2
12.5%
재 2
12.5%
Latin
ValueCountFrequency (%)
D 2
50.0%
B 2
50.0%

Most occurring blocks

ValueCountFrequency (%)
Hangul 16
80.0%
ASCII 4
 
20.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
D 2
50.0%
B 2
50.0%
Hangul
ValueCountFrequency (%)
손 2
12.5%
해 2
12.5%
보 2
12.5%
험 2
12.5%
삼 2
12.5%
성 2
12.5%
화 2
12.5%
재 2
12.5%

공시차수
Real number (ℝ)

HIGH CORRELATION 

Distinct9
Distinct (%)3.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean20225.254
Minimum20182
Maximum20232
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size2.3 KiB
2024-03-14T03:42:33.395819image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum20182
5-th percentile20191.15
Q120232
median20232
Q320232
95-th percentile20232
Maximum20232
Range50
Interquartile range (IQR)0

Descriptive statistics

Standard deviation14.572403
Coefficient of variation (CV)0.0007205053
Kurtosis2.8347679
Mean20225.254
Median Absolute Deviation (MAD)0
Skewness-2.0729816
Sum4934962
Variance212.35492
MonotonicityNot monotonic
2024-03-14T03:42:33.476528image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=9)
ValueCountFrequency (%)
20232 186
76.2%
20192 15
 
6.1%
20222 12
 
4.9%
20182 12
 
4.9%
20212 12
 
4.9%
20231 4
 
1.6%
20221 1
 
0.4%
20202 1
 
0.4%
20191 1
 
0.4%
ValueCountFrequency (%)
20182 12
 
4.9%
20191 1
 
0.4%
20192 15
 
6.1%
20202 1
 
0.4%
20212 12
 
4.9%
20221 1
 
0.4%
20222 12
 
4.9%
20231 4
 
1.6%
20232 186
76.2%
ValueCountFrequency (%)
20232 186
76.2%
20231 4
 
1.6%
20222 12
 
4.9%
20221 1
 
0.4%
20212 12
 
4.9%
20202 1
 
0.4%
20192 15
 
6.1%
20191 1
 
0.4%
20182 12
 
4.9%

주소
Categorical

HIGH CORRELATION 

Distinct38
Distinct (%)15.6%
Missing0
Missing (%)0.0%
Memory size2.0 KiB
서울특별시 중랑구 봉화산로 90
 
11
서울특별시 중랑구 신내로 51
 
10
서울특별시 중랑구 상봉중앙로1가길 13
 
8
서울특별시 중랑구 면목로35길 21
 
8
서울특별시 중랑구 공릉로 65
 
7
Other values (33)
200 

Length

Max length21
Median length20
Mean length18.393443
Min length16

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row서울특별시 중랑구 봉화산로 188
2nd row서울특별시 중랑구 봉화산로 188
3rd row서울특별시 중랑구 봉화산로 188
4th row서울특별시 중랑구 봉화산로 188
5th row서울특별시 중랑구 봉화산로 188

Common Values

ValueCountFrequency (%)
서울특별시 중랑구 봉화산로 90 11
 
4.5%
서울특별시 중랑구 신내로 51 10
 
4.1%
서울특별시 중랑구 상봉중앙로1가길 13 8
 
3.3%
서울특별시 중랑구 면목로35길 21 8
 
3.3%
서울특별시 중랑구 공릉로 65 7
 
2.9%
서울특별시 중랑구 신내로19길 42 7
 
2.9%
서울특별시 중랑구 봉화산로 188 7
 
2.9%
서울특별시 중랑구 숙선옹주로 91 6
 
2.5%
서울특별시 중랑구 면목로57길 32 6
 
2.5%
서울특별시 중랑구 면목로44길 55 6
 
2.5%
Other values (28) 168
68.9%

Length

2024-03-14T03:42:33.834248image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
서울특별시 244
25.0%
중랑구 244
25.0%
봉화산로 24
 
2.5%
신내로 22
 
2.3%
동일로 18
 
1.8%
32 12
 
1.2%
20 12
 
1.2%
55 12
 
1.2%
중랑역로 12
 
1.2%
110 12
 
1.2%
Other values (57) 364
37.3%

Interactions

2024-03-14T03:42:31.575469image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2024-03-14T03:42:33.910264image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
유치원코드유치원명설립유형가입 보험명대상여부가입여부업체명1업체명2업체명3공시차수주소
유치원코드1.0001.0001.0000.0000.2220.2540.9040.8830.0000.9501.000
유치원명1.0001.0001.0000.0000.2220.2540.9040.8830.0000.9501.000
설립유형1.0001.0001.0000.0000.4920.5010.5320.000NaN0.2771.000
가입 보험명0.0000.0000.0001.0000.4650.4540.7700.4580.0000.7650.000
대상여부0.2220.2220.4920.4651.0000.9920.000NaNNaN0.0380.222
가입여부0.2540.2540.5010.4540.9921.000NaNNaNNaN0.0000.254
업체명10.9040.9040.5320.7700.000NaN1.0000.797NaN0.7220.904
업체명20.8830.8830.0000.458NaNNaN0.7971.0000.000NaN0.883
업체명30.0000.000NaN0.000NaNNaNNaN0.0001.000NaN0.000
공시차수0.9500.9500.2770.7650.0380.0000.722NaNNaN1.0000.950
주소1.0001.0001.0000.0000.2220.2540.9040.8830.0000.9501.000
2024-03-14T03:42:34.018117image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
주소대상여부가입여부설립유형업체명2가입 보험명유치원명업체명1유치원코드
주소1.0000.1610.1850.9260.6750.0001.0000.4011.000
대상여부0.1611.0000.9190.3321.0000.3990.1610.0000.161
가입여부0.1850.9191.0000.3391.0000.3890.1851.0000.185
설립유형0.9260.3320.3391.0000.0000.0000.9260.2570.926
업체명20.6751.0001.0000.0001.0000.0530.6750.5490.675
가입 보험명0.0000.3990.3890.0000.0531.0000.0000.3000.000
유치원명1.0000.1610.1850.9260.6750.0001.0000.4011.000
업체명10.4010.0001.0000.2570.5490.3000.4011.0000.401
유치원코드1.0000.1610.1850.9260.6750.0001.0000.4011.000
2024-03-14T03:42:34.116545image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
공시차수유치원코드유치원명설립유형가입 보험명대상여부가입여부업체명1업체명2주소
공시차수1.0000.7820.7820.2450.4300.0000.0000.4720.5010.782
유치원코드0.7821.0001.0000.9260.0000.1610.1850.4010.6751.000
유치원명0.7821.0001.0000.9260.0000.1610.1850.4010.6751.000
설립유형0.2450.9260.9261.0000.0000.3320.3390.2570.0000.926
가입 보험명0.4300.0000.0000.0001.0000.3990.3890.3000.0530.000
대상여부0.0000.1610.1610.3320.3991.0000.9190.0001.0000.161
가입여부0.0000.1850.1850.3390.3890.9191.0001.0001.0000.185
업체명10.4720.4010.4010.2570.3000.0001.0001.0000.5490.401
업체명20.5010.6750.6750.0000.0531.0001.0000.5491.0000.675
주소0.7821.0001.0000.9260.0000.1610.1850.4010.6751.000

Missing values

2024-03-14T03:42:31.681307image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2024-03-14T03:42:31.820893image/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

교육청명교육지원청명유치원코드유치원명설립유형가입 보험명대상여부가입여부업체명1업체명2업체명3공시차수주소
0서울특별시교육청동부교육지원청0764f8c8-364c-495b-9fbc-b389148b7b4f서울신현초등학교병설유치원공립(병설)가스배상책임보험YYAIG손해보험<NA><NA>20232서울특별시 중랑구 봉화산로 188
1서울특별시교육청동부교육지원청0764f8c8-364c-495b-9fbc-b389148b7b4f서울신현초등학교병설유치원공립(병설)화재보험YY한국교육시설안전원<NA><NA>20232서울특별시 중랑구 봉화산로 188
2서울특별시교육청동부교육지원청0764f8c8-364c-495b-9fbc-b389148b7b4f서울신현초등학교병설유치원공립(병설)통학버스 책임보험NN<NA><NA><NA>20232서울특별시 중랑구 봉화산로 188
3서울특별시교육청동부교육지원청0764f8c8-364c-495b-9fbc-b389148b7b4f서울신현초등학교병설유치원공립(병설)통학버스 종합보험NN<NA><NA><NA>20232서울특별시 중랑구 봉화산로 188
4서울특별시교육청동부교육지원청0764f8c8-364c-495b-9fbc-b389148b7b4f서울신현초등학교병설유치원공립(병설)영유아생명신체피해(상해보험)YY학교안전공제회<NA><NA>20232서울특별시 중랑구 봉화산로 188
5서울특별시교육청동부교육지원청0764f8c8-364c-495b-9fbc-b389148b7b4f서울신현초등학교병설유치원공립(병설)승강기안전보험YY한국교육시설안전원<NA><NA>20232서울특별시 중랑구 봉화산로 188
6서울특별시교육청동부교육지원청0764f8c8-364c-495b-9fbc-b389148b7b4f서울신현초등학교병설유치원공립(병설)놀이시설 안전보험NN<NA><NA><NA>20232서울특별시 중랑구 봉화산로 188
7서울특별시교육청동부교육지원청076db651-036b-4bee-80ba-09f0edb4a57a서울신묵초등학교병설유치원공립(병설)화재보험YY한국교육시설안전원<NA><NA>20232서울특별시 중랑구 동일로149길 46
8서울특별시교육청동부교육지원청076db651-036b-4bee-80ba-09f0edb4a57a서울신묵초등학교병설유치원공립(병설)통학버스 책임보험NN<NA><NA><NA>20232서울특별시 중랑구 동일로149길 46
9서울특별시교육청동부교육지원청076db651-036b-4bee-80ba-09f0edb4a57a서울신묵초등학교병설유치원공립(병설)통학버스 종합보험NN<NA><NA><NA>20232서울특별시 중랑구 동일로149길 46
교육청명교육지원청명유치원코드유치원명설립유형가입 보험명대상여부가입여부업체명1업체명2업체명3공시차수주소
234서울특별시교육청동부교육지원청c2e09cc2-cdd2-4105-ba11-7fe02b7e47f8서울양원숲초등학교병설유치원공립(병설)통학버스 책임보험NN<NA><NA><NA>20232서울특별시 중랑구 양원역로 95
235서울특별시교육청동부교육지원청c2e09cc2-cdd2-4105-ba11-7fe02b7e47f8서울양원숲초등학교병설유치원공립(병설)통학버스 종합보험NN<NA><NA><NA>20232서울특별시 중랑구 양원역로 95
236서울특별시교육청동부교육지원청c2e09cc2-cdd2-4105-ba11-7fe02b7e47f8서울양원숲초등학교병설유치원공립(병설)영유아생명신체피해(상해보험)YY학교안전공제회<NA><NA>20232서울특별시 중랑구 양원역로 95
237서울특별시교육청동부교육지원청c2e09cc2-cdd2-4105-ba11-7fe02b7e47f8서울양원숲초등학교병설유치원공립(병설)놀이시설 안전보험NY한국교육시설안전원<NA><NA>20232서울특별시 중랑구 양원역로 95
238서울특별시교육청동부교육지원청cec68159-711c-4efe-97bd-5d43416a051b서울중목초등학교병설유치원공립(병설)놀이시설 안전보험YY학교안전공제중앙회<NA><NA>20232서울특별시 중랑구 동일로 665
239서울특별시교육청동부교육지원청cec68159-711c-4efe-97bd-5d43416a051b서울중목초등학교병설유치원공립(병설)화재보험YY한국교육시설안전원<NA><NA>20232서울특별시 중랑구 동일로 665
240서울특별시교육청동부교육지원청cec68159-711c-4efe-97bd-5d43416a051b서울중목초등학교병설유치원공립(병설)통학버스 책임보험NN<NA><NA><NA>20232서울특별시 중랑구 동일로 665
241서울특별시교육청동부교육지원청cec68159-711c-4efe-97bd-5d43416a051b서울중목초등학교병설유치원공립(병설)통학버스 종합보험NN<NA><NA><NA>20232서울특별시 중랑구 동일로 665
242서울특별시교육청동부교육지원청cec68159-711c-4efe-97bd-5d43416a051b서울중목초등학교병설유치원공립(병설)영유아생명신체피해(상해보험)YY학교안전공제회<NA><NA>20232서울특별시 중랑구 동일로 665
243서울특별시교육청동부교육지원청cec68159-711c-4efe-97bd-5d43416a051b서울중목초등학교병설유치원공립(병설)가스배상책임보험YY삼성화재<NA><NA>20232서울특별시 중랑구 동일로 665