Overview

Dataset statistics

Number of variables13
Number of observations296
Missing cells287
Missing cells (%)7.5%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory30.5 KiB
Average record size in memory105.4 B

Variable types

Categorical9
Boolean2
Text1
Numeric1

Dataset

Description교육청명,교육지원청명,유치원코드,유치원명,설립유형,가입 보험명,대상여부,가입여부,업체명1,업체명2,업체명3,공시차수,주소
Author강남구
URLhttps://data.seoul.go.kr/dataList/OA-20876/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 가입 보험명 and 3 other fieldsHigh correlation
가입여부 is highly overall correlated with 가입 보험명 and 3 other fieldsHigh correlation
설립유형 is highly overall correlated with 유치원코드 and 2 other fieldsHigh correlation
업체명2 is highly overall correlated with 유치원코드 and 4 other fieldsHigh correlation
유치원명 is highly overall correlated with 공시차수 and 4 other fieldsHigh correlation
업체명1 is highly overall correlated with 대상여부 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
가입 보험명 is highly overall correlated with 공시차수 and 2 other fieldsHigh correlation
업체명2 is highly imbalanced (76.6%)Imbalance
업체명3 has 287 (97.0%) missing valuesMissing

Reproduction

Analysis started2024-03-13 10:54:52.374457
Analysis finished2024-03-13 10:54:54.339003
Duration1.96 second
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

교육청명
Categorical

CONSTANT 

Distinct1
Distinct (%)0.3%
Missing0
Missing (%)0.0%
Memory size2.4 KiB
서울특별시교육청
296 

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 296
100.0%

Length

2024-03-13T19:54:54.407768image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-13T19:54:54.506079image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
서울특별시교육청 296
100.0%

교육지원청명
Categorical

CONSTANT 

Distinct1
Distinct (%)0.3%
Missing0
Missing (%)0.0%
Memory size2.4 KiB
강남서초교육지원청
296 

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 296
100.0%

Length

2024-03-13T19:54:54.603227image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-13T19:54:54.696214image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
강남서초교육지원청 296
100.0%

유치원코드
Categorical

HIGH CORRELATION 

Distinct43
Distinct (%)14.5%
Missing0
Missing (%)0.0%
Memory size2.4 KiB
34140010-58e8-44b4-9e91-49d5eb6669e1
 
15
1ecec08c-ef04-b044-e053-0a32095ab044
 
10
1ecec08d-0d4f-b044-e053-0a32095ab044
 
9
1fd6777e-1508-e0b0-e053-0a32095ae0b0
 
9
1ecec08c-f43c-b044-e053-0a32095ab044
 
9
Other values (38)
244 

Length

Max length36
Median length36
Mean length36
Min length36

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row16f86a3d-1aa1-471d-bcd4-a563853f8658
2nd row16f86a3d-1aa1-471d-bcd4-a563853f8658
3rd row16f86a3d-1aa1-471d-bcd4-a563853f8658
4th row16f86a3d-1aa1-471d-bcd4-a563853f8658
5th row16f86a3d-1aa1-471d-bcd4-a563853f8658

Common Values

ValueCountFrequency (%)
34140010-58e8-44b4-9e91-49d5eb6669e1 15
 
5.1%
1ecec08c-ef04-b044-e053-0a32095ab044 10
 
3.4%
1ecec08d-0d4f-b044-e053-0a32095ab044 9
 
3.0%
1fd6777e-1508-e0b0-e053-0a32095ae0b0 9
 
3.0%
1ecec08c-f43c-b044-e053-0a32095ab044 9
 
3.0%
1ecec08d-0e65-b044-e053-0a32095ab044 9
 
3.0%
1ecec08d-007b-b044-e053-0a32095ab044 9
 
3.0%
1ecec08d-0a98-b044-e053-0a32095ab044 9
 
3.0%
1ecec08c-f8db-b044-e053-0a32095ab044 9
 
3.0%
18f5dfe2-27c7-47f3-af41-5a4a944a77fe 7
 
2.4%
Other values (33) 201
67.9%

Length

2024-03-13T19:54:54.806139image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
34140010-58e8-44b4-9e91-49d5eb6669e1 15
 
5.1%
1ecec08c-ef04-b044-e053-0a32095ab044 10
 
3.4%
1ecec08d-0d4f-b044-e053-0a32095ab044 9
 
3.0%
1fd6777e-1508-e0b0-e053-0a32095ae0b0 9
 
3.0%
1ecec08c-f43c-b044-e053-0a32095ab044 9
 
3.0%
1ecec08d-0e65-b044-e053-0a32095ab044 9
 
3.0%
1ecec08d-007b-b044-e053-0a32095ab044 9
 
3.0%
1ecec08d-0a98-b044-e053-0a32095ab044 9
 
3.0%
1ecec08c-f8db-b044-e053-0a32095ab044 9
 
3.0%
1ecec08d-0184-b044-e053-0a32095ab044 7
 
2.4%
Other values (33) 201
67.9%

유치원명
Categorical

HIGH CORRELATION 

Distinct43
Distinct (%)14.5%
Missing0
Missing (%)0.0%
Memory size2.4 KiB
강남유정유치원
 
15
도곡렉슬유치원
 
10
이화유치원
 
9
서울은곡유치원
 
9
선경유치원
 
9
Other values (38)
244 

Length

Max length13
Median length9
Mean length8.0945946
Min length5

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
강남유정유치원 15
 
5.1%
도곡렉슬유치원 10
 
3.4%
이화유치원 9
 
3.0%
서울은곡유치원 9
 
3.0%
선경유치원 9
 
3.0%
소망유치원 9
 
3.0%
초원유치원 9
 
3.0%
오즈의마법사유치원 9
 
3.0%
서울역삼초등학교병설유치원 9
 
3.0%
서울세명유치원 7
 
2.4%
Other values (33) 201
67.9%

Length

2024-03-13T19:54:55.010310image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
강남유정유치원 15
 
5.1%
도곡렉슬유치원 10
 
3.4%
이화유치원 9
 
3.0%
서울은곡유치원 9
 
3.0%
선경유치원 9
 
3.0%
소망유치원 9
 
3.0%
초원유치원 9
 
3.0%
오즈의마법사유치원 9
 
3.0%
서울역삼초등학교병설유치원 9
 
3.0%
아란유치원 7
 
2.4%
Other values (33) 201
67.9%

설립유형
Categorical

HIGH CORRELATION 

Distinct4
Distinct (%)1.4%
Missing0
Missing (%)0.0%
Memory size2.4 KiB
사립(사인)
160 
공립(병설)
87 
공립(단설)
28 
사립(법인)
21 

Length

Max length6
Median length6
Mean length6
Min length6

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
사립(사인) 160
54.1%
공립(병설) 87
29.4%
공립(단설) 28
 
9.5%
사립(법인) 21
 
7.1%

Length

2024-03-13T19:54:55.170659image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-13T19:54:55.274129image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
사립(사인 160
54.1%
공립(병설 87
29.4%
공립(단설 28
 
9.5%
사립(법인 21
 
7.1%

가입 보험명
Categorical

HIGH CORRELATION 

Distinct29
Distinct (%)9.8%
Missing0
Missing (%)0.0%
Memory size2.4 KiB
놀이시설 안전보험
43 
통학버스 책임보험
43 
화재보험
43 
가스배상책임보험
43 
영유아생명신체피해(상해보험)
43 
Other values (24)
81 

Length

Max length15
Median length14
Mean length8.7601351
Min length3

Unique

Unique17 ?
Unique (%)5.7%

Sample

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

Common Values

ValueCountFrequency (%)
놀이시설 안전보험 43
14.5%
통학버스 책임보험 43
14.5%
화재보험 43
14.5%
가스배상책임보험 43
14.5%
영유아생명신체피해(상해보험) 43
14.5%
통학버스 종합보험 43
14.5%
기타2 5
 
1.7%
기타1 5
 
1.7%
기타3 5
 
1.7%
승강기사고배상책임보험 2
 
0.7%
Other values (19) 21
7.1%

Length

2024-03-13T19:54:55.421914image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
통학버스 87
20.0%
종합보험 46
10.6%
책임보험 44
10.1%
안전보험 44
10.1%
놀이시설 43
9.9%
화재보험 43
9.9%
가스배상책임보험 43
9.9%
영유아생명신체피해(상해보험 43
9.9%
기타2 5
 
1.1%
기타1 5
 
1.1%
Other values (24) 33
 
7.6%

대상여부
Boolean

HIGH CORRELATION 

Distinct2
Distinct (%)0.7%
Missing0
Missing (%)0.0%
Memory size428.0 B
True
241 
False
55 
ValueCountFrequency (%)
True 241
81.4%
False 55
 
18.6%
2024-03-13T19:54:55.520845image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

가입여부
Boolean

HIGH CORRELATION 

Distinct2
Distinct (%)0.7%
Missing0
Missing (%)0.0%
Memory size428.0 B
True
243 
False
53 
ValueCountFrequency (%)
True 243
82.1%
False 53
 
17.9%
2024-03-13T19:54:55.613759image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

업체명1
Categorical

HIGH CORRELATION 

Distinct50
Distinct (%)16.9%
Missing0
Missing (%)0.0%
Memory size2.4 KiB
<NA>
53 
학교안전공제회
50 
한국교육시설안전원
34 
삼성화재
34 
현대해상
19 
Other values (45)
106 

Length

Max length19
Median length16
Mean length6.4222973
Min length2

Unique

Unique25 ?
Unique (%)8.4%

Sample

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

Common Values

ValueCountFrequency (%)
<NA> 53
17.9%
학교안전공제회 50
16.9%
한국교육시설안전원 34
11.5%
삼성화재 34
11.5%
현대해상 19
 
6.4%
현대해상화재보험 13
 
4.4%
현대 해상 8
 
2.7%
DB손해보험 8
 
2.7%
한국교육안전공제회 5
 
1.7%
KB손해보험 5
 
1.7%
Other values (40) 67
22.6%

Length

2024-03-13T19:54:55.737133image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
na 53
16.4%
학교안전공제회 50
15.4%
삼성화재 35
10.8%
한국교육시설안전원 34
10.5%
현대해상 26
 
8.0%
현대해상화재보험 13
 
4.0%
kb손해보험 9
 
2.8%
현대 8
 
2.5%
해상 8
 
2.5%
db손해보험 8
 
2.5%
Other values (47) 80
24.7%

업체명2
Categorical

HIGH CORRELATION  IMBALANCE 

Distinct17
Distinct (%)5.7%
Missing0
Missing (%)0.0%
Memory size2.4 KiB
<NA>
261 
DB손해보험
 
7
현대해상
 
6
동부화재DB손해보험
 
3
전국전세버스운송사업조합연합회공제조합
 
2
Other values (12)
 
17

Length

Max length19
Median length4
Mean length4.3952703
Min length4

Unique

Unique7 ?
Unique (%)2.4%

Sample

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

Common Values

ValueCountFrequency (%)
<NA> 261
88.2%
DB손해보험 7
 
2.4%
현대해상 6
 
2.0%
동부화재DB손해보험 3
 
1.0%
전국전세버스운송사업조합연합회공제조합 2
 
0.7%
캐롯손해보험 2
 
0.7%
삼성화재 2
 
0.7%
현대해상화재보험 2
 
0.7%
한화생명 2
 
0.7%
메리츠보험 2
 
0.7%
Other values (7) 7
 
2.4%

Length

2024-03-13T19:54:55.876100image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
na 261
87.0%
현대해상 7
 
2.3%
db손해보험 7
 
2.3%
동부화재db손해보험 3
 
1.0%
전국전세버스운송사업조합연합회공제조합 2
 
0.7%
캐롯손해보험 2
 
0.7%
삼성화재 2
 
0.7%
현대해상화재보험 2
 
0.7%
한화생명 2
 
0.7%
메리츠보험 2
 
0.7%
Other values (10) 10
 
3.3%

업체명3
Text

MISSING 

Distinct6
Distinct (%)66.7%
Missing287
Missing (%)97.0%
Memory size2.4 KiB
2024-03-13T19:54:56.087382image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length36
Median length27
Mean length25.333333
Min length11

Characters and Unicode

Total characters228
Distinct characters66
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

Unique4 ?
Unique (%)44.4%

Sample

1st row교육기관생활중상해후유장해 식중독 전염병 교직원상해사망 등 종합보험
2nd row가스사고배상 책임보험
3rd row놀이시설 대인 대물 배상 책임 구내 치료비
4th row서울특별시 학교안전공제회
5th row교육기관생활중상해후유장해 식중독 전염병 교직원상해사망 등 종합보험
ValueCountFrequency (%)
교육기관생활중상해후유장해 3
 
6.4%
전염병 3
 
6.4%
교직원상해사망 3
 
6.4%
등 3
 
6.4%
종합보험 3
 
6.4%
식중독 3
 
6.4%
차량 2
 
4.3%
손해보험 2
 
4.3%
무보험차 2
 
4.3%
손해 2
 
4.3%
Other values (18) 21
44.7%
2024-03-13T19:54:56.435561image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
38
 
16.7%
해 18
 
7.9%
상 10
 
4.4%
험 9
 
3.9%
보 9
 
3.9%
교 7
 
3.1%
손 6
 
2.6%
차 6
 
2.6%
중 6
 
2.6%
대 6
 
2.6%
Other values (56) 113
49.6%

Most occurring categories

ValueCountFrequency (%)
Other Letter 190
83.3%
Space Separator 38
 
16.7%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
해 18
 
9.5%
상 10
 
5.3%
험 9
 
4.7%
보 9
 
4.7%
교 7
 
3.7%
손 6
 
3.2%
차 6
 
3.2%
중 6
 
3.2%
대 6
 
3.2%
전 4
 
2.1%
Other values (55) 109
57.4%
Space Separator
ValueCountFrequency (%)
38
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 190
83.3%
Common 38
 
16.7%

Most frequent character per script

Hangul
ValueCountFrequency (%)
해 18
 
9.5%
상 10
 
5.3%
험 9
 
4.7%
보 9
 
4.7%
교 7
 
3.7%
손 6
 
3.2%
차 6
 
3.2%
중 6
 
3.2%
대 6
 
3.2%
전 4
 
2.1%
Other values (55) 109
57.4%
Common
ValueCountFrequency (%)
38
100.0%

Most occurring blocks

ValueCountFrequency (%)
Hangul 190
83.3%
ASCII 38
 
16.7%

Most frequent character per block

ASCII
ValueCountFrequency (%)
38
100.0%
Hangul
ValueCountFrequency (%)
해 18
 
9.5%
상 10
 
5.3%
험 9
 
4.7%
보 9
 
4.7%
교 7
 
3.7%
손 6
 
3.2%
차 6
 
3.2%
중 6
 
3.2%
대 6
 
3.2%
전 4
 
2.1%
Other values (55) 109
57.4%

공시차수
Real number (ℝ)

HIGH CORRELATION 

Distinct11
Distinct (%)3.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean20222.632
Minimum20181
Maximum20232
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size2.7 KiB
2024-03-13T19:54:56.584843image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum20181
5-th percentile20182
Q120212
median20232
Q320232
95-th percentile20232
Maximum20232
Range51
Interquartile range (IQR)20

Descriptive statistics

Standard deviation16.617824
Coefficient of variation (CV)0.00082174388
Kurtosis0.45387985
Mean20222.632
Median Absolute Deviation (MAD)0
Skewness-1.4310982
Sum5985899
Variance276.15207
MonotonicityNot monotonic
2024-03-13T19:54:56.728781image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=11)
ValueCountFrequency (%)
20232 215
72.6%
20182 19
 
6.4%
20201 17
 
5.7%
20192 14
 
4.7%
20202 12
 
4.1%
20212 9
 
3.0%
20222 4
 
1.4%
20191 2
 
0.7%
20231 2
 
0.7%
20181 1
 
0.3%
ValueCountFrequency (%)
20181 1
 
0.3%
20182 19
6.4%
20191 2
 
0.7%
20192 14
4.7%
20201 17
5.7%
20202 12
4.1%
20211 1
 
0.3%
20212 9
3.0%
20222 4
 
1.4%
20231 2
 
0.7%
ValueCountFrequency (%)
20232 215
72.6%
20231 2
 
0.7%
20222 4
 
1.4%
20212 9
 
3.0%
20211 1
 
0.3%
20202 12
 
4.1%
20201 17
 
5.7%
20192 14
 
4.7%
20191 2
 
0.7%
20182 19
 
6.4%

주소
Categorical

HIGH CORRELATION 

Distinct43
Distinct (%)14.5%
Missing0
Missing (%)0.0%
Memory size2.4 KiB
서울특별시 강남구 광평로34길 17
 
15
서울특별시 강남구 선릉로 221
 
10
서울특별시 강남구 개포로109길 5
 
9
서울특별시 강남구 헌릉로569길 41
 
9
서울특별시 강남구 삼성로 151
 
9
Other values (38)
244 

Length

Max length22
Median length21
Mean length18.787162
Min length16

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row서울특별시 강남구 압구정로18길 28
2nd row서울특별시 강남구 압구정로18길 28
3rd row서울특별시 강남구 압구정로18길 28
4th row서울특별시 강남구 압구정로18길 28
5th row서울특별시 강남구 압구정로18길 28

Common Values

ValueCountFrequency (%)
서울특별시 강남구 광평로34길 17 15
 
5.1%
서울특별시 강남구 선릉로 221 10
 
3.4%
서울특별시 강남구 개포로109길 5 9
 
3.0%
서울특별시 강남구 헌릉로569길 41 9
 
3.0%
서울특별시 강남구 삼성로 151 9
 
3.0%
서울특별시 강남구 광평로56길 11 9
 
3.0%
서울특별시 강남구 논현로14길 17 9
 
3.0%
서울특별시 강남구 헌릉로618길 14 9
 
3.0%
서울특별시 강남구 강남대로66길 21 9
 
3.0%
서울특별시 강남구 자곡로 55 7
 
2.4%
Other values (33) 201
67.9%

Length

2024-03-13T19:54:56.893968image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
서울특별시 296
25.0%
강남구 296
25.0%
17 30
 
2.5%
15 25
 
2.1%
5 22
 
1.9%
28 18
 
1.5%
선릉로 16
 
1.4%
광평로34길 15
 
1.3%
21 15
 
1.3%
헌릉로618길 15
 
1.3%
Other values (62) 436
36.8%

Interactions

2024-03-13T19:54:53.946781image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2024-03-13T19:54:57.001633image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
유치원코드유치원명설립유형가입 보험명대상여부가입여부업체명1업체명2업체명3공시차수주소
유치원코드1.0001.0001.0000.0000.4110.4440.8800.963NaN0.9261.000
유치원명1.0001.0001.0000.0000.4110.4440.8800.963NaN0.9261.000
설립유형1.0001.0001.0000.0000.4820.4800.6970.000NaN0.3461.000
가입 보험명0.0000.0000.0001.0000.6360.7080.8770.0001.0000.9280.000
대상여부0.4110.4110.4820.6361.0000.9870.942NaNNaN0.3270.411
가입여부0.4440.4440.4800.7080.9871.000NaNNaNNaN0.4470.444
업체명10.8800.8800.6970.8770.942NaN1.0000.5401.0000.8000.880
업체명20.9630.9630.0000.000NaNNaN0.5401.0001.0000.7570.963
업체명3NaNNaNNaN1.000NaNNaN1.0001.0001.0000.000NaN
공시차수0.9260.9260.3460.9280.3270.4470.8000.7570.0001.0000.926
주소1.0001.0001.0000.0000.4110.4440.8800.963NaN0.9261.000
2024-03-13T19:54:57.183926image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
주소대상여부가입여부설립유형업체명2가입 보험명유치원명업체명1유치원코드
주소1.0000.3190.3450.9310.7490.0001.0000.3141.000
대상여부0.3191.0000.8980.3251.0000.5250.3190.7780.319
가입여부0.3450.8981.0000.3231.0000.5890.3451.0000.345
설립유형0.9310.3250.3231.0000.0000.0000.9310.3850.931
업체명20.7491.0001.0000.0001.0000.0000.7490.1570.749
가입 보험명0.0000.5250.5890.0000.0001.0000.0000.3550.000
유치원명1.0000.3190.3450.9310.7490.0001.0000.3141.000
업체명10.3140.7781.0000.3850.1570.3550.3141.0000.314
유치원코드1.0000.3190.3450.9310.7490.0001.0000.3141.000
2024-03-13T19:54:57.343431image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
공시차수유치원코드유치원명설립유형가입 보험명대상여부가입여부업체명1업체명2주소
공시차수1.0000.6130.6130.2270.6670.3240.4420.3970.3840.613
유치원코드0.6131.0001.0000.9310.0000.3190.3450.3140.7491.000
유치원명0.6131.0001.0000.9310.0000.3190.3450.3140.7491.000
설립유형0.2270.9310.9311.0000.0000.3250.3230.3850.0000.931
가입 보험명0.6670.0000.0000.0001.0000.5250.5890.3550.0000.000
대상여부0.3240.3190.3190.3250.5251.0000.8980.7781.0000.319
가입여부0.4420.3450.3450.3230.5890.8981.0001.0001.0000.345
업체명10.3970.3140.3140.3850.3550.7781.0001.0000.1570.314
업체명20.3840.7490.7490.0000.0001.0001.0000.1571.0000.749
주소0.6131.0001.0000.9310.0000.3190.3450.3140.7491.000

Missing values

2024-03-13T19:54:54.082476image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2024-03-13T19:54:54.261625image/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
0서울특별시교육청강남서초교육지원청16f86a3d-1aa1-471d-bcd4-a563853f8658서울신구유치원공립(단설)놀이시설 안전보험YY학교배상책임공제<NA><NA>20232서울특별시 강남구 압구정로18길 28
1서울특별시교육청강남서초교육지원청16f86a3d-1aa1-471d-bcd4-a563853f8658서울신구유치원공립(단설)영유아생명신체피해(상해보험)YY학교안전공제회<NA><NA>20232서울특별시 강남구 압구정로18길 28
2서울특별시교육청강남서초교육지원청16f86a3d-1aa1-471d-bcd4-a563853f8658서울신구유치원공립(단설)통학버스 종합보험NN<NA><NA><NA>20232서울특별시 강남구 압구정로18길 28
3서울특별시교육청강남서초교육지원청16f86a3d-1aa1-471d-bcd4-a563853f8658서울신구유치원공립(단설)통학버스 책임보험NN<NA><NA><NA>20232서울특별시 강남구 압구정로18길 28
4서울특별시교육청강남서초교육지원청16f86a3d-1aa1-471d-bcd4-a563853f8658서울신구유치원공립(단설)화재보험YY한국교육시설안전원<NA><NA>20232서울특별시 강남구 압구정로18길 28
5서울특별시교육청강남서초교육지원청16f86a3d-1aa1-471d-bcd4-a563853f8658서울신구유치원공립(단설)가스배상책임보험YY삼성화재<NA><NA>20232서울특별시 강남구 압구정로18길 28
6서울특별시교육청강남서초교육지원청18f5dfe2-27c7-47f3-af41-5a4a944a77fe서울세명유치원공립(단설)가스배상책임보험YY한국교육안전공제회<NA><NA>20232서울특별시 강남구 자곡로 55
7서울특별시교육청강남서초교육지원청18f5dfe2-27c7-47f3-af41-5a4a944a77fe서울세명유치원공립(단설)놀이시설 안전보험YY학교안전공제회<NA><NA>20232서울특별시 강남구 자곡로 55
8서울특별시교육청강남서초교육지원청18f5dfe2-27c7-47f3-af41-5a4a944a77fe서울세명유치원공립(단설)승강기배상책임보험YY삼성화제<NA><NA>20192서울특별시 강남구 자곡로 55
9서울특별시교육청강남서초교육지원청18f5dfe2-27c7-47f3-af41-5a4a944a77fe서울세명유치원공립(단설)영유아생명신체피해(상해보험)YY학교안전공제회<NA><NA>20232서울특별시 강남구 자곡로 55
교육청명교육지원청명유치원코드유치원명설립유형가입 보험명대상여부가입여부업체명1업체명2업체명3공시차수주소
286서울특별시교육청강남서초교육지원청d66d57de-9a60-4eab-8ca9-38b9d53c57e0서울포이초등학교병설유치원공립(병설)놀이시설 안전보험YY한국교육시설안전원<NA><NA>20232서울특별시 강남구 개포로22길 87
287서울특별시교육청강남서초교육지원청d66d57de-9a60-4eab-8ca9-38b9d53c57e0서울포이초등학교병설유치원공립(병설)영유아생명신체피해(상해보험)YY한국교육시설안전원<NA><NA>20232서울특별시 강남구 개포로22길 87
288서울특별시교육청강남서초교육지원청d66d57de-9a60-4eab-8ca9-38b9d53c57e0서울포이초등학교병설유치원공립(병설)화재보험YY한국교육시설안전원<NA><NA>20232서울특별시 강남구 개포로22길 87
289서울특별시교육청강남서초교육지원청d66d57de-9a60-4eab-8ca9-38b9d53c57e0서울포이초등학교병설유치원공립(병설)통학버스 책임보험NN<NA><NA><NA>20232서울특별시 강남구 개포로22길 87
290서울특별시교육청강남서초교육지원청fccf9482-0b1c-4f4b-a7e7-cffe7f40b07b서울학동초등학교병설유치원공립(병설)통학버스 종합보험NN<NA><NA><NA>20232서울특별시 강남구 선릉로115길 42
291서울특별시교육청강남서초교육지원청fccf9482-0b1c-4f4b-a7e7-cffe7f40b07b서울학동초등학교병설유치원공립(병설)화재보험YY한국교육시설안전원<NA><NA>20232서울특별시 강남구 선릉로115길 42
292서울특별시교육청강남서초교육지원청fccf9482-0b1c-4f4b-a7e7-cffe7f40b07b서울학동초등학교병설유치원공립(병설)놀이시설 안전보험YY승리체육(주)<NA><NA>20232서울특별시 강남구 선릉로115길 42
293서울특별시교육청강남서초교육지원청fccf9482-0b1c-4f4b-a7e7-cffe7f40b07b서울학동초등학교병설유치원공립(병설)영유아생명신체피해(상해보험)YY학교안전공제회<NA><NA>20232서울특별시 강남구 선릉로115길 42
294서울특별시교육청강남서초교육지원청fccf9482-0b1c-4f4b-a7e7-cffe7f40b07b서울학동초등학교병설유치원공립(병설)통학버스 책임보험NN<NA><NA><NA>20232서울특별시 강남구 선릉로115길 42
295서울특별시교육청강남서초교육지원청fccf9482-0b1c-4f4b-a7e7-cffe7f40b07b서울학동초등학교병설유치원공립(병설)가스배상책임보험NN<NA><NA><NA>20232서울특별시 강남구 선릉로115길 42