Overview

Dataset statistics

Number of variables13
Number of observations60
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory6.6 KiB
Average record size in memory112.2 B

Variable types

Categorical6
Text3
Boolean1
Numeric3

Dataset

Description교육청명,교육지원청명,유치원코드,유치원명,설립유형,차량운영여부,운행차량수,신고차량수,9인승신고차량수,12인승신고차량수,15인승신고차량수,공시차수,주소
Author송파구
URLhttps://data.seoul.go.kr/dataList/OA-20752/S/1/datasetView.do

Alerts

교육청명 has constant value ""Constant
교육지원청명 has constant value ""Constant
9인승신고차량수 has constant value ""Constant
운행차량수 is highly overall correlated with 신고차량수 and 2 other fieldsHigh correlation
신고차량수 is highly overall correlated with 운행차량수 and 2 other fieldsHigh correlation
15인승신고차량수 is highly overall correlated with 운행차량수 and 2 other fieldsHigh correlation
설립유형 is highly overall correlated with 차량운영여부High correlation
차량운영여부 is highly overall correlated with 운행차량수 and 3 other fieldsHigh correlation
12인승신고차량수 is highly imbalanced (71.4%)Imbalance
유치원코드 has unique valuesUnique
유치원명 has unique valuesUnique
운행차량수 has 24 (40.0%) zerosZeros
신고차량수 has 24 (40.0%) zerosZeros
15인승신고차량수 has 26 (43.3%) zerosZeros

Reproduction

Analysis started2024-03-13 10:33:45.301811
Analysis finished2024-03-13 10:33:47.199455
Duration1.9 second
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

교육청명
Categorical

CONSTANT 

Distinct1
Distinct (%)1.7%
Missing0
Missing (%)0.0%
Memory size612.0 B
서울특별시교육청
60 

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 60
100.0%

Length

2024-03-13T19:33:47.264504image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-13T19:33:47.355754image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
서울특별시교육청 60
100.0%

교육지원청명
Categorical

CONSTANT 

Distinct1
Distinct (%)1.7%
Missing0
Missing (%)0.0%
Memory size612.0 B
강동송파교육지원청
60 

Length

Max length9
Median length9
Mean length9
Min length9

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
강동송파교육지원청 60
100.0%

Length

2024-03-13T19:33:47.461638image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-13T19:33:47.556432image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
강동송파교육지원청 60
100.0%

유치원코드
Text

UNIQUE 

Distinct60
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size612.0 B
2024-03-13T19:33:47.758377image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length36
Median length36
Mean length36
Min length36

Characters and Unicode

Total characters2160
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

Unique60 ?
Unique (%)100.0%

Sample

1st row009c017d-43bd-4d9f-ac64-d217abdd570e
2nd row04a021da-cdd7-4e7e-a434-2b388c2f6b63
3rd row0f7d2827-8bb2-4a0c-9926-77fca1f60a54
4th row1ecec08c-ed94-b044-e053-0a32095ab044
5th row1ecec08c-eee8-b044-e053-0a32095ab044
ValueCountFrequency (%)
009c017d-43bd-4d9f-ac64-d217abdd570e 1
 
1.7%
04a021da-cdd7-4e7e-a434-2b388c2f6b63 1
 
1.7%
1ecec08d-0a0f-b044-e053-0a32095ab044 1
 
1.7%
1ecec08d-0381-b044-e053-0a32095ab044 1
 
1.7%
1ecec08d-0408-b044-e053-0a32095ab044 1
 
1.7%
1ecec08d-04b9-b044-e053-0a32095ab044 1
 
1.7%
1ecec08d-059a-b044-e053-0a32095ab044 1
 
1.7%
1ecec08d-06af-b044-e053-0a32095ab044 1
 
1.7%
1ecec08d-06b0-b044-e053-0a32095ab044 1
 
1.7%
1ecec08d-079a-b044-e053-0a32095ab044 1
 
1.7%
Other values (50) 50
83.3%
2024-03-13T19:33:48.086966image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
0 348
16.1%
- 240
11.1%
4 238
11.0%
e 177
8.2%
c 151
 
7.0%
a 132
 
6.1%
b 129
 
6.0%
3 124
 
5.7%
5 122
 
5.6%
2 89
 
4.1%
Other values (7) 410
19.0%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 1220
56.5%
Lowercase Letter 700
32.4%
Dash Punctuation 240
 
11.1%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
0 348
28.5%
4 238
19.5%
3 124
 
10.2%
5 122
 
10.0%
2 89
 
7.3%
8 88
 
7.2%
1 75
 
6.1%
9 71
 
5.8%
7 37
 
3.0%
6 28
 
2.3%
Lowercase Letter
ValueCountFrequency (%)
e 177
25.3%
c 151
21.6%
a 132
18.9%
b 129
18.4%
d 59
 
8.4%
f 52
 
7.4%
Dash Punctuation
ValueCountFrequency (%)
- 240
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 1460
67.6%
Latin 700
32.4%

Most frequent character per script

Common
ValueCountFrequency (%)
0 348
23.8%
- 240
16.4%
4 238
16.3%
3 124
 
8.5%
5 122
 
8.4%
2 89
 
6.1%
8 88
 
6.0%
1 75
 
5.1%
9 71
 
4.9%
7 37
 
2.5%
Latin
ValueCountFrequency (%)
e 177
25.3%
c 151
21.6%
a 132
18.9%
b 129
18.4%
d 59
 
8.4%
f 52
 
7.4%

Most occurring blocks

ValueCountFrequency (%)
ASCII 2160
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
0 348
16.1%
- 240
11.1%
4 238
11.0%
e 177
8.2%
c 151
 
7.0%
a 132
 
6.1%
b 129
 
6.0%
3 124
 
5.7%
5 122
 
5.6%
2 89
 
4.1%
Other values (7) 410
19.0%

유치원명
Text

UNIQUE 

Distinct60
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size612.0 B
2024-03-13T19:33:48.364640image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length14
Median length13
Mean length7.85
Min length5

Characters and Unicode

Total characters471
Distinct characters102
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

Unique60 ?
Unique (%)100.0%

Sample

1st row서울솔방울유치원
2nd row란키즈유치원
3rd row서울송파위례유치원
4th row꿀벌유치원
5th row서울신천초등학교병설유치원
ValueCountFrequency (%)
서울솔방울유치원 1
 
1.7%
란키즈유치원 1
 
1.7%
서울잠신초등학교병설유치원 1
 
1.7%
불광유치원 1
 
1.7%
리아유치원 1
 
1.7%
서울거여초등학교병설유치원 1
 
1.7%
리틀바움유치원 1
 
1.7%
혜림유치원 1
 
1.7%
푸른꿈유치원 1
 
1.7%
동화나라유치원 1
 
1.7%
Other values (50) 50
83.3%
2024-03-13T19:33:48.823783image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
원 63
 
13.4%
유 61
 
13.0%
치 60
 
12.7%
울 21
 
4.5%
서 20
 
4.2%
초 15
 
3.2%
설 15
 
3.2%
병 15
 
3.2%
교 15
 
3.2%
학 15
 
3.2%
Other values (92) 171
36.3%

Most occurring categories

ValueCountFrequency (%)
Other Letter 471
100.0%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
원 63
 
13.4%
유 61
 
13.0%
치 60
 
12.7%
울 21
 
4.5%
서 20
 
4.2%
초 15
 
3.2%
설 15
 
3.2%
병 15
 
3.2%
교 15
 
3.2%
학 15
 
3.2%
Other values (92) 171
36.3%

Most occurring scripts

ValueCountFrequency (%)
Hangul 471
100.0%

Most frequent character per script

Hangul
ValueCountFrequency (%)
원 63
 
13.4%
유 61
 
13.0%
치 60
 
12.7%
울 21
 
4.5%
서 20
 
4.2%
초 15
 
3.2%
설 15
 
3.2%
병 15
 
3.2%
교 15
 
3.2%
학 15
 
3.2%
Other values (92) 171
36.3%

Most occurring blocks

ValueCountFrequency (%)
Hangul 471
100.0%

Most frequent character per block

Hangul
ValueCountFrequency (%)
원 63
 
13.4%
유 61
 
13.0%
치 60
 
12.7%
울 21
 
4.5%
서 20
 
4.2%
초 15
 
3.2%
설 15
 
3.2%
병 15
 
3.2%
교 15
 
3.2%
학 15
 
3.2%
Other values (92) 171
36.3%

설립유형
Categorical

HIGH CORRELATION 

Distinct4
Distinct (%)6.7%
Missing0
Missing (%)0.0%
Memory size612.0 B
사립(사인)
36 
공립(병설)
15 
공립(단설)
5 
사립(법인)
4 

Length

Max length6
Median length6
Mean length6
Min length6

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
사립(사인) 36
60.0%
공립(병설) 15
25.0%
공립(단설) 5
 
8.3%
사립(법인) 4
 
6.7%

Length

2024-03-13T19:33:48.969226image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-13T19:33:49.062490image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
사립(사인 36
60.0%
공립(병설 15
25.0%
공립(단설 5
 
8.3%
사립(법인 4
 
6.7%

차량운영여부
Boolean

HIGH CORRELATION 

Distinct2
Distinct (%)3.3%
Missing0
Missing (%)0.0%
Memory size192.0 B
True
36 
False
24 
ValueCountFrequency (%)
True 36
60.0%
False 24
40.0%
2024-03-13T19:33:49.161756image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

운행차량수
Real number (ℝ)

HIGH CORRELATION  ZEROS 

Distinct7
Distinct (%)11.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.45
Minimum0
Maximum11
Zeros24
Zeros (%)40.0%
Negative0
Negative (%)0.0%
Memory size672.0 B
2024-03-13T19:33:49.243268image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median1
Q32
95-th percentile5
Maximum11
Range11
Interquartile range (IQR)2

Descriptive statistics

Standard deviation1.9347404
Coefficient of variation (CV)1.3343037
Kurtosis9.8746803
Mean1.45
Median Absolute Deviation (MAD)1
Skewness2.6277677
Sum87
Variance3.7432203
MonotonicityNot monotonic
2024-03-13T19:33:49.391001image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=7)
ValueCountFrequency (%)
0 24
40.0%
2 13
21.7%
1 12
20.0%
3 7
 
11.7%
5 2
 
3.3%
11 1
 
1.7%
7 1
 
1.7%
ValueCountFrequency (%)
0 24
40.0%
1 12
20.0%
2 13
21.7%
3 7
 
11.7%
5 2
 
3.3%
7 1
 
1.7%
11 1
 
1.7%
ValueCountFrequency (%)
11 1
 
1.7%
7 1
 
1.7%
5 2
 
3.3%
3 7
 
11.7%
2 13
21.7%
1 12
20.0%
0 24
40.0%

신고차량수
Real number (ℝ)

HIGH CORRELATION  ZEROS 

Distinct7
Distinct (%)11.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.45
Minimum0
Maximum11
Zeros24
Zeros (%)40.0%
Negative0
Negative (%)0.0%
Memory size672.0 B
2024-03-13T19:33:49.491381image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median1
Q32
95-th percentile5
Maximum11
Range11
Interquartile range (IQR)2

Descriptive statistics

Standard deviation1.9347404
Coefficient of variation (CV)1.3343037
Kurtosis9.8746803
Mean1.45
Median Absolute Deviation (MAD)1
Skewness2.6277677
Sum87
Variance3.7432203
MonotonicityNot monotonic
2024-03-13T19:33:49.591400image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=7)
ValueCountFrequency (%)
0 24
40.0%
2 13
21.7%
1 12
20.0%
3 7
 
11.7%
5 2
 
3.3%
11 1
 
1.7%
7 1
 
1.7%
ValueCountFrequency (%)
0 24
40.0%
1 12
20.0%
2 13
21.7%
3 7
 
11.7%
5 2
 
3.3%
7 1
 
1.7%
11 1
 
1.7%
ValueCountFrequency (%)
11 1
 
1.7%
7 1
 
1.7%
5 2
 
3.3%
3 7
 
11.7%
2 13
21.7%
1 12
20.0%
0 24
40.0%

9인승신고차량수
Categorical

CONSTANT 

Distinct1
Distinct (%)1.7%
Missing0
Missing (%)0.0%
Memory size612.0 B
0
60 

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
0 60
100.0%

Length

2024-03-13T19:33:49.731399image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-13T19:33:49.849775image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 60
100.0%

12인승신고차량수
Categorical

IMBALANCE 

Distinct2
Distinct (%)3.3%
Missing0
Missing (%)0.0%
Memory size612.0 B
0
57 
1
 
3

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
0 57
95.0%
1 3
 
5.0%

Length

2024-03-13T19:33:49.939870image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-13T19:33:50.033409image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 57
95.0%
1 3
 
5.0%

15인승신고차량수
Real number (ℝ)

HIGH CORRELATION  ZEROS 

Distinct7
Distinct (%)11.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.4
Minimum0
Maximum11
Zeros26
Zeros (%)43.3%
Negative0
Negative (%)0.0%
Memory size672.0 B
2024-03-13T19:33:50.126866image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median1
Q32
95-th percentile5
Maximum11
Range11
Interquartile range (IQR)2

Descriptive statistics

Standard deviation1.9502281
Coefficient of variation (CV)1.3930201
Kurtosis9.7612039
Mean1.4
Median Absolute Deviation (MAD)1
Skewness2.6306515
Sum84
Variance3.8033898
MonotonicityNot monotonic
2024-03-13T19:33:50.234148image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=7)
ValueCountFrequency (%)
0 26
43.3%
2 12
20.0%
1 11
18.3%
3 7
 
11.7%
5 2
 
3.3%
11 1
 
1.7%
7 1
 
1.7%
ValueCountFrequency (%)
0 26
43.3%
1 11
18.3%
2 12
20.0%
3 7
 
11.7%
5 2
 
3.3%
7 1
 
1.7%
11 1
 
1.7%
ValueCountFrequency (%)
11 1
 
1.7%
7 1
 
1.7%
5 2
 
3.3%
3 7
 
11.7%
2 12
20.0%
1 11
18.3%
0 26
43.3%

공시차수
Categorical

Distinct5
Distinct (%)8.3%
Missing0
Missing (%)0.0%
Memory size612.0 B
20232
46 
20202
6 
20182
5 
20212
 
2
20192
 
1

Length

Max length5
Median length5
Mean length5
Min length5

Unique

Unique1 ?
Unique (%)1.7%

Sample

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

Common Values

ValueCountFrequency (%)
20232 46
76.7%
20202 6
 
10.0%
20182 5
 
8.3%
20212 2
 
3.3%
20192 1
 
1.7%

Length

2024-03-13T19:33:50.375848image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-13T19:33:50.476384image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
20232 46
76.7%
20202 6
 
10.0%
20182 5
 
8.3%
20212 2
 
3.3%
20192 1
 
1.7%

주소
Text

Distinct58
Distinct (%)96.7%
Missing0
Missing (%)0.0%
Memory size612.0 B
2024-03-13T19:33:50.767394image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length22
Median length21
Mean length18.916667
Min length16

Characters and Unicode

Total characters1135
Distinct characters68
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

Unique56 ?
Unique (%)93.3%

Sample

1st row서울특별시 송파구 오금로24길 25
2nd row서울특별시 송파구 새말로8길 22-5
3rd row서울특별시 송파구 위례송파로 121
4th row서울특별시 송파구 양산로8길 8
5th row서울특별시 송파구 올림픽로 215
ValueCountFrequency (%)
서울특별시 60
25.0%
송파구 60
25.0%
올림픽로 5
 
2.1%
20 3
 
1.2%
양재대로 3
 
1.2%
위례순환로 3
 
1.2%
17 3
 
1.2%
양산로2길 2
 
0.8%
올림픽로4길 2
 
0.8%
32 2
 
0.8%
Other values (87) 97
40.4%
2024-03-13T19:33:51.273164image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
180
15.9%
송 66
 
5.8%
파 66
 
5.8%
서 60
 
5.3%
로 60
 
5.3%
특 60
 
5.3%
별 60
 
5.3%
시 60
 
5.3%
구 60
 
5.3%
울 60
 
5.3%
Other values (58) 403
35.5%

Most occurring categories

ValueCountFrequency (%)
Other Letter 746
65.7%
Decimal Number 204
 
18.0%
Space Separator 180
 
15.9%
Dash Punctuation 5
 
0.4%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
송 66
8.8%
파 66
8.8%
서 60
 
8.0%
로 60
 
8.0%
특 60
 
8.0%
별 60
 
8.0%
시 60
 
8.0%
구 60
 
8.0%
울 60
 
8.0%
길 37
 
5.0%
Other values (46) 157
21.0%
Decimal Number
ValueCountFrequency (%)
2 39
19.1%
1 38
18.6%
3 26
12.7%
4 23
11.3%
5 18
8.8%
7 15
 
7.4%
8 14
 
6.9%
6 13
 
6.4%
0 10
 
4.9%
9 8
 
3.9%
Space Separator
ValueCountFrequency (%)
180
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 5
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 746
65.7%
Common 389
34.3%

Most frequent character per script

Hangul
ValueCountFrequency (%)
송 66
8.8%
파 66
8.8%
서 60
 
8.0%
로 60
 
8.0%
특 60
 
8.0%
별 60
 
8.0%
시 60
 
8.0%
구 60
 
8.0%
울 60
 
8.0%
길 37
 
5.0%
Other values (46) 157
21.0%
Common
ValueCountFrequency (%)
180
46.3%
2 39
 
10.0%
1 38
 
9.8%
3 26
 
6.7%
4 23
 
5.9%
5 18
 
4.6%
7 15
 
3.9%
8 14
 
3.6%
6 13
 
3.3%
0 10
 
2.6%
Other values (2) 13
 
3.3%

Most occurring blocks

ValueCountFrequency (%)
Hangul 746
65.7%
ASCII 389
34.3%

Most frequent character per block

ASCII
ValueCountFrequency (%)
180
46.3%
2 39
 
10.0%
1 38
 
9.8%
3 26
 
6.7%
4 23
 
5.9%
5 18
 
4.6%
7 15
 
3.9%
8 14
 
3.6%
6 13
 
3.3%
0 10
 
2.6%
Other values (2) 13
 
3.3%
Hangul
ValueCountFrequency (%)
송 66
8.8%
파 66
8.8%
서 60
 
8.0%
로 60
 
8.0%
특 60
 
8.0%
별 60
 
8.0%
시 60
 
8.0%
구 60
 
8.0%
울 60
 
8.0%
길 37
 
5.0%
Other values (46) 157
21.0%

Interactions

2024-03-13T19:33:46.309144image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-03-13T19:33:45.790977image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-03-13T19:33:46.032871image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-03-13T19:33:46.394656image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-03-13T19:33:45.874438image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-03-13T19:33:46.147010image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-03-13T19:33:46.517912image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-03-13T19:33:45.949396image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-03-13T19:33:46.236995image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2024-03-13T19:33:51.377165image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
유치원코드유치원명설립유형차량운영여부운행차량수신고차량수12인승신고차량수15인승신고차량수공시차수주소
유치원코드1.0001.0001.0001.0001.0001.0001.0001.0001.0001.000
유치원명1.0001.0001.0001.0001.0001.0001.0001.0001.0001.000
설립유형1.0001.0001.0000.9850.4010.4010.0000.3760.0000.762
차량운영여부1.0001.0000.9851.0000.8230.8230.0000.7960.2680.680
운행차량수1.0001.0000.4010.8231.0001.0000.0001.0000.0000.984
신고차량수1.0001.0000.4010.8231.0001.0000.0001.0000.0000.984
12인승신고차량수1.0001.0000.0000.0000.0000.0001.0000.0000.3651.000
15인승신고차량수1.0001.0000.3760.7961.0001.0000.0001.0000.0000.983
공시차수1.0001.0000.0000.2680.0000.0000.3650.0001.0000.928
주소1.0001.0000.7620.6800.9840.9841.0000.9830.9281.000
2024-03-13T19:33:51.509695image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
공시차수차량운영여부설립유형12인승신고차량수
공시차수1.0000.3170.0000.432
차량운영여부0.3171.0000.8730.000
설립유형0.0000.8731.0000.000
12인승신고차량수0.4320.0000.0001.000
2024-03-13T19:33:51.616663image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
운행차량수신고차량수15인승신고차량수설립유형차량운영여부12인승신고차량수공시차수
운행차량수1.0001.0000.9770.2610.6050.0000.000
신고차량수1.0001.0000.9770.2610.6050.0000.000
15인승신고차량수0.9770.9771.0000.2430.5790.0000.000
설립유형0.2610.2610.2431.0000.8730.0000.000
차량운영여부0.6050.6050.5790.8731.0000.0000.317
12인승신고차량수0.0000.0000.0000.0000.0001.0000.432
공시차수0.0000.0000.0000.0000.3170.4321.000

Missing values

2024-03-13T19:33:46.696428image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2024-03-13T19:33:47.140470image/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

교육청명교육지원청명유치원코드유치원명설립유형차량운영여부운행차량수신고차량수9인승신고차량수12인승신고차량수15인승신고차량수공시차수주소
0서울특별시교육청강동송파교육지원청009c017d-43bd-4d9f-ac64-d217abdd570e서울솔방울유치원공립(단설)N0000020232서울특별시 송파구 오금로24길 25
1서울특별시교육청강동송파교육지원청04a021da-cdd7-4e7e-a434-2b388c2f6b63란키즈유치원사립(사인)Y3300320232서울특별시 송파구 새말로8길 22-5
2서울특별시교육청강동송파교육지원청0f7d2827-8bb2-4a0c-9926-77fca1f60a54서울송파위례유치원공립(단설)N0000020232서울특별시 송파구 위례송파로 121
3서울특별시교육청강동송파교육지원청1ecec08c-ed94-b044-e053-0a32095ab044꿀벌유치원사립(사인)Y2200220232서울특별시 송파구 양산로8길 8
4서울특별시교육청강동송파교육지원청1ecec08c-eee8-b044-e053-0a32095ab044서울신천초등학교병설유치원공립(병설)N0000020232서울특별시 송파구 올림픽로 215
5서울특별시교육청강동송파교육지원청1ecec08c-eeec-b044-e053-0a32095ab044장미유치원사립(법인)N0000020232서울특별시 송파구 올림픽로35길 118
6서울특별시교육청강동송파교육지원청1ecec08c-f04f-b044-e053-0a32095ab044새움유치원사립(사인)Y1100120182서울특별시 송파구 중대로27길 2
7서울특별시교육청강동송파교육지원청1ecec08c-f209-b044-e053-0a32095ab044우일유치원사립(사인)Y5500520232서울특별시 송파구 토성로 38-6
8서울특별시교육청강동송파교육지원청1ecec08c-f20a-b044-e053-0a32095ab044석촌유치원사립(사인)Y1111001120232서울특별시 송파구 백제고분로40길 20
9서울특별시교육청강동송파교육지원청1ecec08c-f28a-b044-e053-0a32095ab044샛별유치원사립(사인)Y1100120182서울특별시 송파구 중대로9길 53-27
교육청명교육지원청명유치원코드유치원명설립유형차량운영여부운행차량수신고차량수9인승신고차량수12인승신고차량수15인승신고차량수공시차수주소
50서울특별시교육청강동송파교육지원청1ecec08d-0f6c-b044-e053-0a32095ab044수정유치원사립(사인)Y2200220232서울특별시 송파구 위례성대로 28
51서울특별시교육청강동송파교육지원청1fd6777e-14fd-e0b0-e053-0a32095ae0b0위례우일유치원사립(사인)Y5500520232서울특별시 송파구 성내천로47길 38-1
52서울특별시교육청강동송파교육지원청2ab4825b-780b-4443-b195-77d1c3851b7d서울아주초등학교병설유치원공립(병설)N0000020232서울특별시 송파구 올림픽로4길 59
53서울특별시교육청강동송파교육지원청4954e1f2-8d93-4db0-a8de-fcabfa4d6a0c서울거원초등학교병설유치원공립(병설)N0000020232서울특별시 송파구 양산로2길 26
54서울특별시교육청강동송파교육지원청7f130073-a125-4e1f-ac7a-0d743c58822b서울영풍초등학교병설유치원공립(병설)N0000020232서울특별시 송파구 오금로57길 15
55서울특별시교육청강동송파교육지원청7f2f03dd-4d3c-4cbc-bfd3-f88b47041426서울위례솔초등학교병설유치원공립(병설)N0000020232서울특별시 송파구 위례북로2길 12
56서울특별시교육청강동송파교육지원청98918a25-18ce-48c6-8188-620954527bc8서울솔가람유치원분원공립(단설)N0000020232서울특별시 송파구 위례순환로 477
57서울특별시교육청강동송파교육지원청d3a54882-16bb-4eae-9dc2-7a63f3a43215홍익가족유치원사립(사인)Y1100120232서울특별시 송파구 삼학사로19길 20
58서울특별시교육청강동송파교육지원청e1def744-a9f2-4422-8301-d3548bd6074c서울위례별유치원공립(단설)N0000020232서울특별시 송파구 위례순환로 371
59서울특별시교육청강동송파교육지원청fd8c9e02-86d2-48a2-a655-ca442ef5cde8서울송파초등학교병설유치원공립(병설)N0000020232서울특별시 송파구 백제고분로 400