Overview

Dataset statistics

Number of variables12
Number of observations32
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory3.3 KiB
Average record size in memory106.1 B

Variable types

Categorical7
Text3
Numeric2

Dataset

Description교육청명,교육지원청명,유치원코드,유치원명,설립유형,1년미만교사수,1년이상2년미만교사수,2년이상4년미만교사수,4년이상6년미만교사수,6년이상교사수,공시차수,주소
Author성동구
URLhttps://data.seoul.go.kr/dataList/OA-20757/S/1/datasetView.do

Alerts

교육청명 has constant value ""Constant
교육지원청명 has constant value ""Constant
6년이상교사수 is highly overall correlated with 공시차수High correlation
공시차수 is highly overall correlated with 6년이상교사수High correlation
공시차수 is highly imbalanced (63.4%)Imbalance
유치원코드 has unique valuesUnique
유치원명 has unique valuesUnique
주소 has unique valuesUnique
1년미만교사수 has 10 (31.2%) zerosZeros
2년이상4년미만교사수 has 6 (18.8%) zerosZeros

Reproduction

Analysis started2024-03-13 14:20:08.193404
Analysis finished2024-03-13 14:20:09.430278
Duration1.24 second
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

교육청명
Categorical

CONSTANT 

Distinct1
Distinct (%)3.1%
Missing0
Missing (%)0.0%
Memory size388.0 B
서울특별시교육청
32 

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 32
100.0%

Length

2024-03-13T23:20:09.507653image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-13T23:20:09.903147image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
서울특별시교육청 32
100.0%

교육지원청명
Categorical

CONSTANT 

Distinct1
Distinct (%)3.1%
Missing0
Missing (%)0.0%
Memory size388.0 B
성동광진교육지원청
32 

Length

Max length9
Median length9
Mean length9
Min length9

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
성동광진교육지원청 32
100.0%

Length

2024-03-13T23:20:10.017603image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-13T23:20:10.133359image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
성동광진교육지원청 32
100.0%

유치원코드
Text

UNIQUE 

Distinct32
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size388.0 B
2024-03-13T23:20:10.349929image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length36
Median length36
Mean length36
Min length36

Characters and Unicode

Total characters1152
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

Unique32 ?
Unique (%)100.0%

Sample

1st row1ecec08c-ed19-b044-e053-0a32095ab044
2nd row1ecec08c-f424-b044-e053-0a32095ab044
3rd row1ecec08c-f507-b044-e053-0a32095ab044
4th row1ecec08c-f526-b044-e053-0a32095ab044
5th row1ecec08c-f8d0-b044-e053-0a32095ab044
ValueCountFrequency (%)
1ecec08c-ed19-b044-e053-0a32095ab044 1
 
3.1%
1ecec08c-f424-b044-e053-0a32095ab044 1
 
3.1%
c86bfe33-312b-465b-ae84-67bdc4e80ab3 1
 
3.1%
907fd160-25a1-4048-8de4-27e545ebd656 1
 
3.1%
442ef88e-43d6-4048-a12d-ed742301b58a 1
 
3.1%
1ecec08d-0f50-b044-e053-0a32095ab044 1
 
3.1%
1ecec08d-0f39-b044-e053-0a32095ab044 1
 
3.1%
1ecec08d-0f38-b044-e053-0a32095ab044 1
 
3.1%
1ecec08d-0e81-b044-e053-0a32095ab044 1
 
3.1%
1ecec08d-0e4c-b044-e053-0a32095ab044 1
 
3.1%
Other values (22) 22
68.8%
2024-03-13T23:20:10.874561image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
0 203
17.6%
4 135
11.7%
- 128
11.1%
e 102
8.9%
3 71
 
6.2%
b 70
 
6.1%
5 70
 
6.1%
c 69
 
6.0%
a 68
 
5.9%
8 46
 
4.0%
Other values (7) 190
16.5%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 660
57.3%
Lowercase Letter 364
31.6%
Dash Punctuation 128
 
11.1%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
0 203
30.8%
4 135
20.5%
3 71
 
10.8%
5 70
 
10.6%
8 46
 
7.0%
2 41
 
6.2%
1 40
 
6.1%
9 36
 
5.5%
6 10
 
1.5%
7 8
 
1.2%
Lowercase Letter
ValueCountFrequency (%)
e 102
28.0%
b 70
19.2%
c 69
19.0%
a 68
18.7%
d 38
 
10.4%
f 17
 
4.7%
Dash Punctuation
ValueCountFrequency (%)
- 128
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 788
68.4%
Latin 364
31.6%

Most frequent character per script

Common
ValueCountFrequency (%)
0 203
25.8%
4 135
17.1%
- 128
16.2%
3 71
 
9.0%
5 70
 
8.9%
8 46
 
5.8%
2 41
 
5.2%
1 40
 
5.1%
9 36
 
4.6%
6 10
 
1.3%
Latin
ValueCountFrequency (%)
e 102
28.0%
b 70
19.2%
c 69
19.0%
a 68
18.7%
d 38
 
10.4%
f 17
 
4.7%

Most occurring blocks

ValueCountFrequency (%)
ASCII 1152
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
0 203
17.6%
4 135
11.7%
- 128
11.1%
e 102
8.9%
3 71
 
6.2%
b 70
 
6.1%
5 70
 
6.1%
c 69
 
6.0%
a 68
 
5.9%
8 46
 
4.0%
Other values (7) 190
16.5%

유치원명
Text

UNIQUE 

Distinct32
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size388.0 B
2024-03-13T23:20:11.127130image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length13
Median length12
Mean length8.71875
Min length4

Characters and Unicode

Total characters279
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

Unique32 ?
Unique (%)100.0%

Sample

1st row서울마장초등학교병설유치원
2nd row아이들세상유치원
3rd row경동유치원
4th row송곡유치원
5th row성심유치원
ValueCountFrequency (%)
서울마장초등학교병설유치원 1
 
3.1%
아이들세상유치원 1
 
3.1%
서울경일초등학교병설유치원 1
 
3.1%
서울금호초등학교병설유치원 1
 
3.1%
서울동명초등학교병설유치원 1
 
3.1%
로사유치원 1
 
3.1%
서울옥정초등학교병설유치원 1
 
3.1%
서울사근초등학교병설유치원 1
 
3.1%
서울숭신초등학교병설유치원 1
 
3.1%
조은유치원 1
 
3.1%
Other values (22) 22
68.8%
2024-03-13T23:20:11.530097image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
원 33
 
11.8%
유 32
 
11.5%
치 32
 
11.5%
학 16
 
5.7%
서 14
 
5.0%
울 14
 
5.0%
교 14
 
5.0%
초 13
 
4.7%
등 13
 
4.7%
병 13
 
4.7%
Other values (50) 85
30.5%

Most occurring categories

ValueCountFrequency (%)
Other Letter 279
100.0%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
원 33
 
11.8%
유 32
 
11.5%
치 32
 
11.5%
학 16
 
5.7%
서 14
 
5.0%
울 14
 
5.0%
교 14
 
5.0%
초 13
 
4.7%
등 13
 
4.7%
병 13
 
4.7%
Other values (50) 85
30.5%

Most occurring scripts

ValueCountFrequency (%)
Hangul 279
100.0%

Most frequent character per script

Hangul
ValueCountFrequency (%)
원 33
 
11.8%
유 32
 
11.5%
치 32
 
11.5%
학 16
 
5.7%
서 14
 
5.0%
울 14
 
5.0%
교 14
 
5.0%
초 13
 
4.7%
등 13
 
4.7%
병 13
 
4.7%
Other values (50) 85
30.5%

Most occurring blocks

ValueCountFrequency (%)
Hangul 279
100.0%

Most frequent character per block

Hangul
ValueCountFrequency (%)
원 33
 
11.8%
유 32
 
11.5%
치 32
 
11.5%
학 16
 
5.7%
서 14
 
5.0%
울 14
 
5.0%
교 14
 
5.0%
초 13
 
4.7%
등 13
 
4.7%
병 13
 
4.7%
Other values (50) 85
30.5%

설립유형
Categorical

Distinct4
Distinct (%)12.5%
Missing0
Missing (%)0.0%
Memory size388.0 B
공립(병설)
13 
사립(사인)
13 
사립(법인)
5 
공립(단설)
 
1

Length

Max length6
Median length6
Mean length6
Min length6

Unique

Unique1 ?
Unique (%)3.1%

Sample

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

Common Values

ValueCountFrequency (%)
공립(병설) 13
40.6%
사립(사인) 13
40.6%
사립(법인) 5
 
15.6%
공립(단설) 1
 
3.1%

Length

2024-03-13T23:20:11.702763image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-13T23:20:11.817431image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
공립(병설 13
40.6%
사립(사인 13
40.6%
사립(법인 5
 
15.6%
공립(단설 1
 
3.1%

1년미만교사수
Real number (ℝ)

ZEROS 

Distinct6
Distinct (%)18.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.3125
Minimum0
Maximum6
Zeros10
Zeros (%)31.2%
Negative0
Negative (%)0.0%
Memory size420.0 B
2024-03-13T23:20:11.933574image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median1
Q32
95-th percentile4
Maximum6
Range6
Interquartile range (IQR)2

Descriptive statistics

Standard deviation1.4241579
Coefficient of variation (CV)1.0850727
Kurtosis2.7231236
Mean1.3125
Median Absolute Deviation (MAD)1
Skewness1.5495188
Sum42
Variance2.0282258
MonotonicityNot monotonic
2024-03-13T23:20:12.042822image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=6)
ValueCountFrequency (%)
1 12
37.5%
0 10
31.2%
2 5
15.6%
3 2
 
6.2%
4 2
 
6.2%
6 1
 
3.1%
ValueCountFrequency (%)
0 10
31.2%
1 12
37.5%
2 5
15.6%
3 2
 
6.2%
4 2
 
6.2%
6 1
 
3.1%
ValueCountFrequency (%)
6 1
 
3.1%
4 2
 
6.2%
3 2
 
6.2%
2 5
15.6%
1 12
37.5%
0 10
31.2%

1년이상2년미만교사수
Categorical

Distinct5
Distinct (%)15.6%
Missing0
Missing (%)0.0%
Memory size388.0 B
0
17 
1
7 
3
4 
2
3 
5
 
1

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique1 ?
Unique (%)3.1%

Sample

1st row0
2nd row5
3rd row2
4th row2
5th row1

Common Values

ValueCountFrequency (%)
0 17
53.1%
1 7
21.9%
3 4
 
12.5%
2 3
 
9.4%
5 1
 
3.1%

Length

2024-03-13T23:20:12.183122image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-13T23:20:12.294878image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 17
53.1%
1 7
21.9%
3 4
 
12.5%
2 3
 
9.4%
5 1
 
3.1%

2년이상4년미만교사수
Real number (ℝ)

ZEROS 

Distinct6
Distinct (%)18.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.59375
Minimum0
Maximum5
Zeros6
Zeros (%)18.8%
Negative0
Negative (%)0.0%
Memory size420.0 B
2024-03-13T23:20:12.403684image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q11
median1
Q32.25
95-th percentile4
Maximum5
Range5
Interquartile range (IQR)1.25

Descriptive statistics

Standard deviation1.3163825
Coefficient of variation (CV)0.82596549
Kurtosis0.098385195
Mean1.59375
Median Absolute Deviation (MAD)1
Skewness0.82382416
Sum51
Variance1.7328629
MonotonicityNot monotonic
2024-03-13T23:20:12.509349image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=6)
ValueCountFrequency (%)
1 13
40.6%
0 6
18.8%
2 5
 
15.6%
3 5
 
15.6%
4 2
 
6.2%
5 1
 
3.1%
ValueCountFrequency (%)
0 6
18.8%
1 13
40.6%
2 5
 
15.6%
3 5
 
15.6%
4 2
 
6.2%
5 1
 
3.1%
ValueCountFrequency (%)
5 1
 
3.1%
4 2
 
6.2%
3 5
 
15.6%
2 5
 
15.6%
1 13
40.6%
0 6
18.8%

4년이상6년미만교사수
Categorical

Distinct4
Distinct (%)12.5%
Missing0
Missing (%)0.0%
Memory size388.0 B
0
15 
1
10 
2
5 
3
2 

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row2
2nd row1
3rd row0
4th row0
5th row0

Common Values

ValueCountFrequency (%)
0 15
46.9%
1 10
31.2%
2 5
 
15.6%
3 2
 
6.2%

Length

2024-03-13T23:20:12.634363image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-13T23:20:12.762212image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 15
46.9%
1 10
31.2%
2 5
 
15.6%
3 2
 
6.2%

6년이상교사수
Categorical

HIGH CORRELATION 

Distinct5
Distinct (%)15.6%
Missing0
Missing (%)0.0%
Memory size388.0 B
0
17 
1
10 
2
2 
3
2 
16
 
1

Length

Max length2
Median length1
Mean length1.03125
Min length1

Unique

Unique1 ?
Unique (%)3.1%

Sample

1st row1
2nd row1
3rd row2
4th row1
5th row0

Common Values

ValueCountFrequency (%)
0 17
53.1%
1 10
31.2%
2 2
 
6.2%
3 2
 
6.2%
16 1
 
3.1%

Length

2024-03-13T23:20:12.913131image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-13T23:20:13.085429image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 17
53.1%
1 10
31.2%
2 2
 
6.2%
3 2
 
6.2%
16 1
 
3.1%

공시차수
Categorical

HIGH CORRELATION  IMBALANCE 

Distinct4
Distinct (%)12.5%
Missing0
Missing (%)0.0%
Memory size388.0 B
20232
28 
20192
 
2
20202
 
1
20182
 
1

Length

Max length5
Median length5
Mean length5
Min length5

Unique

Unique2 ?
Unique (%)6.2%

Sample

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

Common Values

ValueCountFrequency (%)
20232 28
87.5%
20192 2
 
6.2%
20202 1
 
3.1%
20182 1
 
3.1%

Length

2024-03-13T23:20:13.236139image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-13T23:20:13.365086image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
20232 28
87.5%
20192 2
 
6.2%
20202 1
 
3.1%
20182 1
 
3.1%

주소
Text

UNIQUE 

Distinct32
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size388.0 B
2024-03-13T23:20:13.588533image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length20
Median length19
Mean length18.03125
Min length16

Characters and Unicode

Total characters577
Distinct characters55
Distinct categories3 ?
Distinct scripts2 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique32 ?
Unique (%)100.0%

Sample

1st row서울특별시 성동구 마장로35나길 31
2nd row서울특별시 성동구 독서당로 272
3rd row서울특별시 성동구 금호로 100
4th row서울특별시 성동구 무학로6길 41
5th row서울특별시 성동구 무학로10길 21
ValueCountFrequency (%)
서울특별시 32
25.0%
성동구 32
25.0%
독서당로 4
 
3.1%
21 4
 
3.1%
살곶이길 2
 
1.6%
50 2
 
1.6%
35 2
 
1.6%
마장로 1
 
0.8%
무학로 1
 
0.8%
금호로1길 1
 
0.8%
Other values (47) 47
36.7%
2024-03-13T23:20:13.977293image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
96
16.6%
서 37
 
6.4%
성 34
 
5.9%
동 34
 
5.9%
특 32
 
5.5%
별 32
 
5.5%
시 32
 
5.5%
구 32
 
5.5%
울 32
 
5.5%
길 22
 
3.8%
Other values (45) 194
33.6%

Most occurring categories

ValueCountFrequency (%)
Other Letter 383
66.4%
Decimal Number 98
 
17.0%
Space Separator 96
 
16.6%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
서 37
9.7%
성 34
8.9%
동 34
8.9%
특 32
8.4%
별 32
8.4%
시 32
8.4%
구 32
8.4%
울 32
8.4%
길 22
 
5.7%
로 22
 
5.7%
Other values (34) 74
19.3%
Decimal Number
ValueCountFrequency (%)
1 22
22.4%
2 20
20.4%
3 12
12.2%
4 9
9.2%
5 9
9.2%
0 8
 
8.2%
9 7
 
7.1%
6 6
 
6.1%
7 4
 
4.1%
8 1
 
1.0%
Space Separator
ValueCountFrequency (%)
96
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 383
66.4%
Common 194
33.6%

Most frequent character per script

Hangul
ValueCountFrequency (%)
서 37
9.7%
성 34
8.9%
동 34
8.9%
특 32
8.4%
별 32
8.4%
시 32
8.4%
구 32
8.4%
울 32
8.4%
길 22
 
5.7%
로 22
 
5.7%
Other values (34) 74
19.3%
Common
ValueCountFrequency (%)
96
49.5%
1 22
 
11.3%
2 20
 
10.3%
3 12
 
6.2%
4 9
 
4.6%
5 9
 
4.6%
0 8
 
4.1%
9 7
 
3.6%
6 6
 
3.1%
7 4
 
2.1%

Most occurring blocks

ValueCountFrequency (%)
Hangul 383
66.4%
ASCII 194
33.6%

Most frequent character per block

ASCII
ValueCountFrequency (%)
96
49.5%
1 22
 
11.3%
2 20
 
10.3%
3 12
 
6.2%
4 9
 
4.6%
5 9
 
4.6%
0 8
 
4.1%
9 7
 
3.6%
6 6
 
3.1%
7 4
 
2.1%
Hangul
ValueCountFrequency (%)
서 37
9.7%
성 34
8.9%
동 34
8.9%
특 32
8.4%
별 32
8.4%
시 32
8.4%
구 32
8.4%
울 32
8.4%
길 22
 
5.7%
로 22
 
5.7%
Other values (34) 74
19.3%

Interactions

2024-03-13T23:20:08.985859image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-03-13T23:20:08.803062image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-03-13T23:20:09.079853image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-03-13T23:20:08.902770image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2024-03-13T23:20:14.077950image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
유치원코드유치원명설립유형1년미만교사수1년이상2년미만교사수2년이상4년미만교사수4년이상6년미만교사수6년이상교사수공시차수주소
유치원코드1.0001.0001.0001.0001.0001.0001.0001.0001.0001.000
유치원명1.0001.0001.0001.0001.0001.0001.0001.0001.0001.000
설립유형1.0001.0001.0000.0000.2230.0000.6990.0000.2951.000
1년미만교사수1.0001.0000.0001.0000.3140.7240.0000.3170.0001.000
1년이상2년미만교사수1.0001.0000.2230.3141.0000.4410.0000.0000.1811.000
2년이상4년미만교사수1.0001.0000.0000.7240.4411.0000.0000.4560.0001.000
4년이상6년미만교사수1.0001.0000.6990.0000.0000.0001.0000.0000.0001.000
6년이상교사수1.0001.0000.0000.3170.0000.4560.0001.0000.6611.000
공시차수1.0001.0000.2950.0000.1810.0000.0000.6611.0001.000
주소1.0001.0001.0001.0001.0001.0001.0001.0001.0001.000
2024-03-13T23:20:14.197556image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
공시차수1년이상2년미만교사수설립유형6년이상교사수4년이상6년미만교사수
공시차수1.0000.1300.1040.5790.000
1년이상2년미만교사수0.1301.0000.1680.0000.000
설립유형0.1040.1681.0000.0000.338
6년이상교사수0.5790.0000.0001.0000.000
4년이상6년미만교사수0.0000.0000.3380.0001.000
2024-03-13T23:20:14.295521image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
1년미만교사수2년이상4년미만교사수설립유형1년이상2년미만교사수4년이상6년미만교사수6년이상교사수공시차수
1년미만교사수1.0000.1540.0000.2010.0000.2040.000
2년이상4년미만교사수0.1541.0000.0000.3030.0000.3160.000
설립유형0.0000.0001.0000.1680.3380.0000.104
1년이상2년미만교사수0.2010.3030.1681.0000.0000.0000.130
4년이상6년미만교사수0.0000.0000.3380.0001.0000.0000.000
6년이상교사수0.2040.3160.0000.0000.0001.0000.579
공시차수0.0000.0000.1040.1300.0000.5791.000

Missing values

2024-03-13T23:20:09.201528image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2024-03-13T23:20:09.364782image/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

교육청명교육지원청명유치원코드유치원명설립유형1년미만교사수1년이상2년미만교사수2년이상4년미만교사수4년이상6년미만교사수6년이상교사수공시차수주소
0서울특별시교육청성동광진교육지원청1ecec08c-ed19-b044-e053-0a32095ab044서울마장초등학교병설유치원공립(병설)0002120232서울특별시 성동구 마장로35나길 31
1서울특별시교육청성동광진교육지원청1ecec08c-f424-b044-e053-0a32095ab044아이들세상유치원사립(사인)2501120232서울특별시 성동구 독서당로 272
2서울특별시교육청성동광진교육지원청1ecec08c-f507-b044-e053-0a32095ab044경동유치원사립(사인)3250220232서울특별시 성동구 금호로 100
3서울특별시교육청성동광진교육지원청1ecec08c-f526-b044-e053-0a32095ab044송곡유치원사립(법인)0210120202서울특별시 성동구 무학로6길 41
4서울특별시교육청성동광진교육지원청1ecec08c-f8d0-b044-e053-0a32095ab044성심유치원사립(법인)1140020232서울특별시 성동구 무학로10길 21
5서울특별시교육청성동광진교육지원청1ecec08c-fe09-b044-e053-0a32095ab044옥수삼성유치원사립(사인)1241020232서울특별시 성동구 독서당로 218
6서울특별시교육청성동광진교육지원청1ecec08d-00be-b044-e053-0a32095ab044세성유치원사립(사인)0121020232서울특별시 성동구 독서당로 434
7서울특별시교육청성동광진교육지원청1ecec08d-01d5-b044-e053-0a32095ab044서울용답초등학교병설유치원공립(병설)1012020232서울특별시 성동구 용답25길 1
8서울특별시교육청성동광진교육지원청1ecec08d-029d-b044-e053-0a32095ab044서울송원초등학교병설유치원공립(병설)1110020232서울특별시 성동구 동일로43길 9
9서울특별시교육청성동광진교육지원청1ecec08d-02a8-b044-e053-0a32095ab044율화유치원사립(사인)2031020232서울특별시 성동구 고산자로2길 35
교육청명교육지원청명유치원코드유치원명설립유형1년미만교사수1년이상2년미만교사수2년이상4년미만교사수4년이상6년미만교사수6년이상교사수공시차수주소
22서울특별시교육청성동광진교육지원청1ecec08d-0e4b-b044-e053-0a32095ab044옥수예일유치원사립(사인)6320120232서울특별시 성동구 독서당로 191
23서울특별시교육청성동광진교육지원청1ecec08d-0e4c-b044-e053-0a32095ab044조은유치원사립(사인)1013020232서울특별시 성동구 살곶이길 50
24서울특별시교육청성동광진교육지원청1ecec08d-0e81-b044-e053-0a32095ab044서울숭신초등학교병설유치원공립(병설)2010120232서울특별시 성동구 마장로 161
25서울특별시교육청성동광진교육지원청1ecec08d-0f38-b044-e053-0a32095ab044서울사근초등학교병설유치원공립(병설)0121020232서울특별시 성동구 사근동11길 16
26서울특별시교육청성동광진교육지원청1ecec08d-0f39-b044-e053-0a32095ab044서울옥정초등학교병설유치원공립(병설)1011020232서울특별시 성동구 한림말길 43
27서울특별시교육청성동광진교육지원청1ecec08d-0f50-b044-e053-0a32095ab044로사유치원사립(법인)2310020232서울특별시 성동구 성덕정길 23
28서울특별시교육청성동광진교육지원청442ef88e-43d6-4048-a12d-ed742301b58a서울동명초등학교병설유치원공립(병설)1010120232서울특별시 성동구 마장로29길 29
29서울특별시교육청성동광진교육지원청907fd160-25a1-4048-8de4-27e545ebd656서울금호초등학교병설유치원공립(병설)1012020232서울특별시 성동구 무수막길 69
30서울특별시교육청성동광진교육지원청c86bfe33-312b-465b-ae84-67bdc4e80ab3서울경일초등학교병설유치원공립(병설)3000020232서울특별시 성동구 뚝섬로 332
31서울특별시교육청성동광진교육지원청f9b5d3fc-3b2c-4803-b37a-481ad5a11f4b서울무학초등학교병설유치원공립(병설)0030020232서울특별시 성동구 무학봉15길 21