Overview

Dataset statistics

Number of variables13
Number of observations161
Missing cells144
Missing cells (%)6.9%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory16.6 KiB
Average record size in memory105.8 B

Variable types

Categorical9
Boolean2
Text1
Numeric1

Dataset

Description교육청명,교육지원청명,유치원코드,유치원명,설립유형,가입 보험명,대상여부,가입여부,업체명1,업체명2,업체명3,공시차수,주소
Author강북구
URLhttps://data.seoul.go.kr/dataList/OA-20862/S/1/datasetView.do

Alerts

교육청명 has constant value ""Constant
교육지원청명 has constant value ""Constant
업체명3 is highly overall correlated with 공시차수 and 8 other fieldsHigh correlation
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 3 other fieldsHigh correlation
가입 보험명 is highly overall correlated with 공시차수 and 1 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 4 other fieldsHigh correlation
업체명3 is highly imbalanced (83.2%)Imbalance
업체명2 has 144 (89.4%) missing valuesMissing

Reproduction

Analysis started2024-03-13 08:33:51.846067
Analysis finished2024-03-13 08:33:53.028910
Duration1.18 second
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

교육청명
Categorical

CONSTANT 

Distinct1
Distinct (%)0.6%
Missing0
Missing (%)0.0%
Memory size1.4 KiB
서울특별시교육청
161 

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 161
100.0%

Length

2024-03-13T17:33:53.084764image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-13T17:33:53.166757image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
서울특별시교육청 161
100.0%

교육지원청명
Categorical

CONSTANT 

Distinct1
Distinct (%)0.6%
Missing0
Missing (%)0.0%
Memory size1.4 KiB
성북강북교육지원청
161 

Length

Max length9
Median length9
Mean length9
Min length9

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
성북강북교육지원청 161
100.0%

Length

2024-03-13T17:33:53.250906image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-13T17:33:53.361789image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
성북강북교육지원청 161
100.0%

유치원코드
Categorical

HIGH CORRELATION 

Distinct24
Distinct (%)14.9%
Missing0
Missing (%)0.0%
Memory size1.4 KiB
1ecec08d-024e-b044-e053-0a32095ab044
14 
1ecec08c-fa08-b044-e053-0a32095ab044
 
9
1ecec08d-0cbe-b044-e053-0a32095ab044
 
8
1ecec08d-084e-b044-e053-0a32095ab044
 
8
d6df2050-e2a0-4e60-bffa-db3ae9220338
 
7
Other values (19)
115 

Length

Max length36
Median length36
Mean length36
Min length36

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row1ecec08c-f0f4-b044-e053-0a32095ab044
2nd row1ecec08c-f0f4-b044-e053-0a32095ab044
3rd row1ecec08c-f0f4-b044-e053-0a32095ab044
4th row1ecec08c-f0f4-b044-e053-0a32095ab044
5th row1ecec08c-f0f4-b044-e053-0a32095ab044

Common Values

ValueCountFrequency (%)
1ecec08d-024e-b044-e053-0a32095ab044 14
 
8.7%
1ecec08c-fa08-b044-e053-0a32095ab044 9
 
5.6%
1ecec08d-0cbe-b044-e053-0a32095ab044 8
 
5.0%
1ecec08d-084e-b044-e053-0a32095ab044 8
 
5.0%
d6df2050-e2a0-4e60-bffa-db3ae9220338 7
 
4.3%
1ecec08c-f740-b044-e053-0a32095ab044 7
 
4.3%
1ecec08c-f8de-b044-e053-0a32095ab044 6
 
3.7%
1ecec08c-fa73-b044-e053-0a32095ab044 6
 
3.7%
1ecec08c-fc25-b044-e053-0a32095ab044 6
 
3.7%
1ecec08c-fe08-b044-e053-0a32095ab044 6
 
3.7%
Other values (14) 84
52.2%

Length

2024-03-13T17:33:53.442071image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
1ecec08d-024e-b044-e053-0a32095ab044 14
 
8.7%
1ecec08c-fa08-b044-e053-0a32095ab044 9
 
5.6%
1ecec08d-0cbe-b044-e053-0a32095ab044 8
 
5.0%
1ecec08d-084e-b044-e053-0a32095ab044 8
 
5.0%
d6df2050-e2a0-4e60-bffa-db3ae9220338 7
 
4.3%
1ecec08c-f740-b044-e053-0a32095ab044 7
 
4.3%
1ecec08d-0250-b044-e053-0a32095ab044 6
 
3.7%
1ecec08c-f9b8-b044-e053-0a32095ab044 6
 
3.7%
1ecec08d-02ae-b044-e053-0a32095ab044 6
 
3.7%
7e0ce4f2-8d6e-4568-9e83-17a353fee72b 6
 
3.7%
Other values (14) 84
52.2%

유치원명
Categorical

HIGH CORRELATION 

Distinct24
Distinct (%)14.9%
Missing0
Missing (%)0.0%
Memory size1.4 KiB
하나유치원
14 
솔샘유치원
 
9
서울미양초등학교병설유치원
 
8
꿈동산유치원
 
8
서울우이유치원
 
7
Other values (19)
115 

Length

Max length13
Median length5
Mean length7.0993789
Min length5

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
하나유치원 14
 
8.7%
솔샘유치원 9
 
5.6%
서울미양초등학교병설유치원 8
 
5.0%
꿈동산유치원 8
 
5.0%
서울우이유치원 7
 
4.3%
성실유치원 7
 
4.3%
서울수유초등학교병설유치원 6
 
3.7%
창문유치원 6
 
3.7%
운산유치원 6
 
3.7%
유안유치원 6
 
3.7%
Other values (14) 84
52.2%

Length

2024-03-13T17:33:53.544759image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
하나유치원 14
 
8.7%
솔샘유치원 9
 
5.6%
서울미양초등학교병설유치원 8
 
5.0%
꿈동산유치원 8
 
5.0%
서울우이유치원 7
 
4.3%
성실유치원 7
 
4.3%
경은유치원 6
 
3.7%
아름유치원 6
 
3.7%
서울화계초등학교병설유치원 6
 
3.7%
서울송천초등학교병설유치원 6
 
3.7%
Other values (14) 84
52.2%

설립유형
Categorical

HIGH CORRELATION 

Distinct4
Distinct (%)2.5%
Missing0
Missing (%)0.0%
Memory size1.4 KiB
사립(사인)
104 
공립(병설)
38 
사립(법인)
12 
공립(단설)
 
7

Length

Max length6
Median length6
Mean length6
Min length6

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
사립(사인) 104
64.6%
공립(병설) 38
 
23.6%
사립(법인) 12
 
7.5%
공립(단설) 7
 
4.3%

Length

2024-03-13T17:33:53.649087image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-13T17:33:53.737238image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
사립(사인 104
64.6%
공립(병설 38
 
23.6%
사립(법인 12
 
7.5%
공립(단설 7
 
4.3%

가입 보험명
Categorical

HIGH CORRELATION 

Distinct22
Distinct (%)13.7%
Missing0
Missing (%)0.0%
Memory size1.4 KiB
화재보험
24 
영유아생명신체피해(상해보험)
24 
놀이시설 안전보험
24 
가스배상책임보험
24 
통학버스 책임보험
24 
Other values (17)
41 

Length

Max length15
Median length13
Mean length9.1118012
Min length4

Unique

Unique15 ?
Unique (%)9.3%

Sample

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

Common Values

ValueCountFrequency (%)
화재보험 24
14.9%
영유아생명신체피해(상해보험) 24
14.9%
놀이시설 안전보험 24
14.9%
가스배상책임보험 24
14.9%
통학버스 책임보험 24
14.9%
통학버스 종합보험 24
14.9%
생산물배상책임보험 2
 
1.2%
통학버스 운전자 보험3 1
 
0.6%
통학버스 종합교육 1
 
0.6%
통학버스종합보험 1
 
0.6%
Other values (12) 12
7.5%

Length

2024-03-13T17:33:53.834945image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
통학버스 55
21.9%
안전보험 25
10.0%
종합보험 25
10.0%
화재보험 24
9.6%
영유아생명신체피해(상해보험 24
9.6%
놀이시설 24
9.6%
가스배상책임보험 24
9.6%
책임보험 24
9.6%
운전자 6
 
2.4%
보험 3
 
1.2%
Other values (16) 17
 
6.8%

대상여부
Boolean

HIGH CORRELATION 

Distinct2
Distinct (%)1.2%
Missing0
Missing (%)0.0%
Memory size293.0 B
True
137 
False
24 
ValueCountFrequency (%)
True 137
85.1%
False 24
 
14.9%
2024-03-13T17:33:53.958602image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

가입여부
Boolean

HIGH CORRELATION 

Distinct2
Distinct (%)1.2%
Missing0
Missing (%)0.0%
Memory size293.0 B
True
140 
False
21 
ValueCountFrequency (%)
True 140
87.0%
False 21
 
13.0%
2024-03-13T17:33:54.035824image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

업체명1
Categorical

HIGH CORRELATION 

Distinct35
Distinct (%)21.7%
Missing0
Missing (%)0.0%
Memory size1.4 KiB
학교안전공제회
26 
<NA>
21 
한국교육시설안전원
20 
현대해상
12 
전국전세버스운송사업조합연합회
10 
Other values (30)
72 

Length

Max length19
Median length15
Mean length7.3913043
Min length4

Unique

Unique14 ?
Unique (%)8.7%

Sample

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

Common Values

ValueCountFrequency (%)
학교안전공제회 26
16.1%
<NA> 21
13.0%
한국교육시설안전원 20
12.4%
현대해상 12
 
7.5%
전국전세버스운송사업조합연합회 10
 
6.2%
삼성화재보험 8
 
5.0%
삼성화재 6
 
3.7%
Kb손해보험 5
 
3.1%
현대해상보험 5
 
3.1%
KB손해보험 4
 
2.5%
Other values (25) 44
27.3%

Length

2024-03-13T17:33:54.149853image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
학교안전공제회 26
16.1%
na 21
13.0%
한국교육시설안전원 20
12.4%
현대해상 12
 
7.5%
전국전세버스운송사업조합연합회 10
 
6.2%
kb손해보험 10
 
6.2%
삼성화재보험 8
 
5.0%
삼성화재 6
 
3.7%
현대해상보험 5
 
3.1%
동부화재 4
 
2.5%
Other values (23) 39
24.2%

업체명2
Text

MISSING 

Distinct9
Distinct (%)52.9%
Missing144
Missing (%)89.4%
Memory size1.4 KiB
2024-03-13T17:33:54.289844image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length12
Median length9
Mean length6.6470588
Min length1

Characters and Unicode

Total characters113
Distinct characters31
Distinct categories3 ?
Distinct scripts3 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique6 ?
Unique (%)35.3%

Sample

1st rowkb손해보험
2nd rowkb손해보험
3rd row-
4th row-
5th row-
ValueCountFrequency (%)
삼성화재해상보험주식회사 5
29.4%
4
23.5%
kb손해보험 2
 
11.8%
현대해상보험 1
 
5.9%
학교안전공제중앙회 1
 
5.9%
현대해상 1
 
5.9%
가스배상책임공제 1
 
5.9%
배상책임공제 1
 
5.9%
삼성화재 1
 
5.9%
2024-03-13T17:33:54.564654image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
해 9
 
8.0%
상 9
 
8.0%
보 8
 
7.1%
험 8
 
7.1%
삼 6
 
5.3%
회 6
 
5.3%
화 6
 
5.3%
재 6
 
5.3%
성 6
 
5.3%
사 5
 
4.4%
Other values (21) 44
38.9%

Most occurring categories

ValueCountFrequency (%)
Other Letter 105
92.9%
Dash Punctuation 4
 
3.5%
Lowercase Letter 4
 
3.5%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
해 9
 
8.6%
상 9
 
8.6%
보 8
 
7.6%
험 8
 
7.6%
삼 6
 
5.7%
회 6
 
5.7%
화 6
 
5.7%
재 6
 
5.7%
성 6
 
5.7%
사 5
 
4.8%
Other values (18) 36
34.3%
Lowercase Letter
ValueCountFrequency (%)
b 2
50.0%
k 2
50.0%
Dash Punctuation
ValueCountFrequency (%)
- 4
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 105
92.9%
Common 4
 
3.5%
Latin 4
 
3.5%

Most frequent character per script

Hangul
ValueCountFrequency (%)
해 9
 
8.6%
상 9
 
8.6%
보 8
 
7.6%
험 8
 
7.6%
삼 6
 
5.7%
회 6
 
5.7%
화 6
 
5.7%
재 6
 
5.7%
성 6
 
5.7%
사 5
 
4.8%
Other values (18) 36
34.3%
Latin
ValueCountFrequency (%)
b 2
50.0%
k 2
50.0%
Common
ValueCountFrequency (%)
- 4
100.0%

Most occurring blocks

ValueCountFrequency (%)
Hangul 105
92.9%
ASCII 8
 
7.1%

Most frequent character per block

Hangul
ValueCountFrequency (%)
해 9
 
8.6%
상 9
 
8.6%
보 8
 
7.6%
험 8
 
7.6%
삼 6
 
5.7%
회 6
 
5.7%
화 6
 
5.7%
재 6
 
5.7%
성 6
 
5.7%
사 5
 
4.8%
Other values (18) 36
34.3%
ASCII
ValueCountFrequency (%)
- 4
50.0%
b 2
25.0%
k 2
25.0%

업체명3
Categorical

HIGH CORRELATION  IMBALANCE 

Distinct2
Distinct (%)1.2%
Missing0
Missing (%)0.0%
Memory size1.4 KiB
<NA>
157 
-
 
4

Length

Max length4
Median length4
Mean length3.9254658
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
<NA> 157
97.5%
- 4
 
2.5%

Length

2024-03-13T17:33:54.682708image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-13T17:33:54.769140image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
na 157
97.5%
4
 
2.5%

공시차수
Real number (ℝ)

HIGH CORRELATION 

Distinct8
Distinct (%)5.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean20219.286
Minimum20181
Maximum20232
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.5 KiB
2024-03-13T17:33:54.840989image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum20181
5-th percentile20182
Q120202
median20232
Q320232
95-th percentile20232
Maximum20232
Range51
Interquartile range (IQR)30

Descriptive statistics

Standard deviation18.838268
Coefficient of variation (CV)0.00093169802
Kurtosis-0.60811597
Mean20219.286
Median Absolute Deviation (MAD)0
Skewness-1.0316686
Sum3255305
Variance354.88036
MonotonicityNot monotonic
2024-03-13T17:33:54.929997image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=8)
ValueCountFrequency (%)
20232 105
65.2%
20182 15
 
9.3%
20212 15
 
9.3%
20192 12
 
7.5%
20202 7
 
4.3%
20191 3
 
1.9%
20181 3
 
1.9%
20201 1
 
0.6%
ValueCountFrequency (%)
20181 3
 
1.9%
20182 15
 
9.3%
20191 3
 
1.9%
20192 12
 
7.5%
20201 1
 
0.6%
20202 7
 
4.3%
20212 15
 
9.3%
20232 105
65.2%
ValueCountFrequency (%)
20232 105
65.2%
20212 15
 
9.3%
20202 7
 
4.3%
20201 1
 
0.6%
20192 12
 
7.5%
20191 3
 
1.9%
20182 15
 
9.3%
20181 3
 
1.9%

주소
Categorical

HIGH CORRELATION 

Distinct24
Distinct (%)14.9%
Missing0
Missing (%)0.0%
Memory size1.4 KiB
서울특별시 강북구 솔샘로 174
14 
서울특별시 강북구 솔샘로 159
 
9
서울특별시 강북구 솔샘로 195
 
8
서울특별시 강북구 한천로115길 15
 
8
서울특별시 강북구 삼양로99길 36
 
7
Other values (19)
115 

Length

Max length20
Median length18
Mean length18.149068
Min length16

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row서울특별시 강북구 한천로123길 9
2nd row서울특별시 강북구 한천로123길 9
3rd row서울특별시 강북구 한천로123길 9
4th row서울특별시 강북구 한천로123길 9
5th row서울특별시 강북구 한천로123길 9

Common Values

ValueCountFrequency (%)
서울특별시 강북구 솔샘로 174 14
 
8.7%
서울특별시 강북구 솔샘로 159 9
 
5.6%
서울특별시 강북구 솔샘로 195 8
 
5.0%
서울특별시 강북구 한천로115길 15 8
 
5.0%
서울특별시 강북구 삼양로99길 36 7
 
4.3%
서울특별시 강북구 삼각산로 143-1 7
 
4.3%
서울특별시 강북구 삼양로74길 39 6
 
3.7%
서울특별시 강북구 월계로 61 6
 
3.7%
서울특별시 강북구 수유로4길 58 6
 
3.7%
서울특별시 강북구 인수봉로 297 6
 
3.7%
Other values (14) 84
52.2%

Length

2024-03-13T17:33:55.060654image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
서울특별시 161
25.0%
강북구 161
25.0%
솔샘로 31
 
4.8%
인수봉로 18
 
2.8%
174 14
 
2.2%
삼각산로 13
 
2.0%
45 12
 
1.9%
159 9
 
1.4%
195 8
 
1.2%
한천로115길 8
 
1.2%
Other values (34) 209
32.5%

Interactions

2024-03-13T17:33:52.500284image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2024-03-13T17:33:55.164472image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
유치원코드유치원명설립유형가입 보험명대상여부가입여부업체명1업체명2공시차수주소
유치원코드1.0001.0001.0000.0000.0000.2380.9181.0000.9341.000
유치원명1.0001.0001.0000.0000.0000.2380.9181.0000.9341.000
설립유형1.0001.0001.0000.0000.3750.4580.6231.0000.3261.000
가입 보험명0.0000.0000.0001.0000.3360.2250.6720.0000.8420.000
대상여부0.0000.0000.3750.3361.0000.9870.000NaN0.0000.000
가입여부0.2380.2380.4580.2250.9871.000NaNNaN0.0000.238
업체명10.9180.9180.6230.6720.000NaN1.0000.8790.7570.918
업체명21.0001.0001.0000.000NaNNaN0.8791.0001.0001.000
공시차수0.9340.9340.3260.8420.0000.0000.7571.0001.0000.934
주소1.0001.0001.0000.0000.0000.2380.9181.0000.9341.000
2024-03-13T17:33:55.269362image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
업체명3주소대상여부가입여부설립유형가입 보험명유치원명업체명1유치원코드
업체명31.0001.0001.0001.0001.0001.0001.0001.0001.000
주소1.0001.0000.0000.1730.9340.0001.0000.4641.000
대상여부1.0000.0001.0000.8990.2490.2470.0000.0000.000
가입여부1.0000.1730.8991.0000.3070.1640.1731.0000.173
설립유형1.0000.9340.2490.3071.0000.0000.9340.3240.934
가입 보험명1.0000.0000.2470.1640.0001.0000.0000.2080.000
유치원명1.0001.0000.0000.1730.9340.0001.0000.4641.000
업체명11.0000.4640.0001.0000.3240.2080.4641.0000.464
유치원코드1.0001.0000.0000.1730.9340.0001.0000.4641.000
2024-03-13T17:33:55.371617image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
공시차수유치원코드유치원명설립유형가입 보험명대상여부가입여부업체명1업체명3주소
공시차수1.0000.7020.7020.2340.5600.0000.0000.3731.0000.702
유치원코드0.7021.0001.0000.9340.0000.0000.1730.4641.0001.000
유치원명0.7021.0001.0000.9340.0000.0000.1730.4641.0001.000
설립유형0.2340.9340.9341.0000.0000.2490.3070.3241.0000.934
가입 보험명0.5600.0000.0000.0001.0000.2470.1640.2081.0000.000
대상여부0.0000.0000.0000.2490.2471.0000.8990.0001.0000.000
가입여부0.0000.1730.1730.3070.1640.8991.0001.0001.0000.173
업체명10.3730.4640.4640.3240.2080.0001.0001.0001.0000.464
업체명31.0001.0001.0001.0001.0001.0001.0001.0001.0001.000
주소0.7021.0001.0000.9340.0000.0000.1730.4641.0001.000

Missing values

2024-03-13T17:33:52.840864image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2024-03-13T17:33:52.976018image/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
0서울특별시교육청성북강북교육지원청1ecec08c-f0f4-b044-e053-0a32095ab044금성유치원사립(사인)화재보험YY교육시설재난공제회<NA><NA>20192서울특별시 강북구 한천로123길 9
1서울특별시교육청성북강북교육지원청1ecec08c-f0f4-b044-e053-0a32095ab044금성유치원사립(사인)통학버스 책임보험YY삼성화재보험<NA><NA>20192서울특별시 강북구 한천로123길 9
2서울특별시교육청성북강북교육지원청1ecec08c-f0f4-b044-e053-0a32095ab044금성유치원사립(사인)통학버스 종합보험YY삼성화재보험<NA><NA>20192서울특별시 강북구 한천로123길 9
3서울특별시교육청성북강북교육지원청1ecec08c-f0f4-b044-e053-0a32095ab044금성유치원사립(사인)영유아생명신체피해(상해보험)YY학교안전공제회<NA><NA>20192서울특별시 강북구 한천로123길 9
4서울특별시교육청성북강북교육지원청1ecec08c-f0f4-b044-e053-0a32095ab044금성유치원사립(사인)놀이시설 안전보험NN<NA><NA><NA>20192서울특별시 강북구 한천로123길 9
5서울특별시교육청성북강북교육지원청1ecec08c-f0f4-b044-e053-0a32095ab044금성유치원사립(사인)가스배상책임보험NN<NA><NA><NA>20192서울특별시 강북구 한천로123길 9
6서울특별시교육청성북강북교육지원청1ecec08c-f0f5-b044-e053-0a32095ab044동명유치원사립(사인)가스배상책임보험YY한국교육안전공제회<NA><NA>20192서울특별시 강북구 오패산로 130
7서울특별시교육청성북강북교육지원청1ecec08c-f0f5-b044-e053-0a32095ab044동명유치원사립(사인)놀이시설 안전보험NN<NA><NA><NA>20192서울특별시 강북구 오패산로 130
8서울특별시교육청성북강북교육지원청1ecec08c-f0f5-b044-e053-0a32095ab044동명유치원사립(사인)영유아생명신체피해(상해보험)YY학교안전공제회<NA><NA>20192서울특별시 강북구 오패산로 130
9서울특별시교육청성북강북교육지원청1ecec08c-f0f5-b044-e053-0a32095ab044동명유치원사립(사인)통학버스 종합보험YY전세버스운송조합공제<NA><NA>20192서울특별시 강북구 오패산로 130
교육청명교육지원청명유치원코드유치원명설립유형가입 보험명대상여부가입여부업체명1업체명2업체명3공시차수주소
151서울특별시교육청성북강북교육지원청7e0ce4f2-8d6e-4568-9e83-17a353fee72b서울송천초등학교병설유치원공립(병설)영유아생명신체피해(상해보험)YY학교안전공제회<NA><NA>20232서울특별시 강북구 삼양로20길 29
152서울특별시교육청성북강북교육지원청7e0ce4f2-8d6e-4568-9e83-17a353fee72b서울송천초등학교병설유치원공립(병설)놀이시설 안전보험YY학교안전공제회<NA><NA>20232서울특별시 강북구 삼양로20길 29
153서울특별시교육청성북강북교육지원청7e0ce4f2-8d6e-4568-9e83-17a353fee72b서울송천초등학교병설유치원공립(병설)가스배상책임보험YY삼성화재보험<NA><NA>20232서울특별시 강북구 삼양로20길 29
154서울특별시교육청성북강북교육지원청d6df2050-e2a0-4e60-bffa-db3ae9220338서울우이유치원공립(단설)가스배상책임보험YY한국교육안전공제회<NA><NA>20232서울특별시 강북구 삼양로99길 36
155서울특별시교육청성북강북교육지원청d6df2050-e2a0-4e60-bffa-db3ae9220338서울우이유치원공립(단설)화재보험YY한국교육시설안전원<NA><NA>20232서울특별시 강북구 삼양로99길 36
156서울특별시교육청성북강북교육지원청d6df2050-e2a0-4e60-bffa-db3ae9220338서울우이유치원공립(단설)놀이시설 안전보험YY한국교육시설안전원<NA><NA>20232서울특별시 강북구 삼양로99길 36
157서울특별시교육청성북강북교육지원청d6df2050-e2a0-4e60-bffa-db3ae9220338서울우이유치원공립(단설)승강기 안전보험YY한국교육시설안전원<NA><NA>20232서울특별시 강북구 삼양로99길 36
158서울특별시교육청성북강북교육지원청d6df2050-e2a0-4e60-bffa-db3ae9220338서울우이유치원공립(단설)영유아생명신체피해(상해보험)YY학교안전공제회<NA><NA>20232서울특별시 강북구 삼양로99길 36
159서울특별시교육청성북강북교육지원청d6df2050-e2a0-4e60-bffa-db3ae9220338서울우이유치원공립(단설)통학버스 종합보험NN<NA><NA><NA>20232서울특별시 강북구 삼양로99길 36
160서울특별시교육청성북강북교육지원청d6df2050-e2a0-4e60-bffa-db3ae9220338서울우이유치원공립(단설)통학버스 책임보험NN<NA><NA><NA>20232서울특별시 강북구 삼양로99길 36