Overview

Dataset statistics

Number of variables22
Number of observations38
Missing cells38
Missing cells (%)4.5%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory7.3 KiB
Average record size in memory195.5 B

Variable types

Categorical13
Text3
Numeric5
Unsupported1

Dataset

Description교육청명,교육지원청명,유치원코드,유치원명,설립유형,원장수,원감수,수석교사수,보직교사수,일반교사수,특수교사수,보건교사수,영양교사수,기간제교사수,강사수,사무직원수,수석교사자격수,공정교사1급자격수,정교사2급자격수,준교사자격수,공시차수,주소
Author광진구
URLhttps://data.seoul.go.kr/dataList/OA-20658/S/1/datasetView.do

Alerts

교육청명 has constant value ""Constant
교육지원청명 has constant value ""Constant
수석교사수 has constant value ""Constant
보건교사수 has constant value ""Constant
영양교사수 has constant value ""Constant
수석교사자격수 has constant value ""Constant
준교사자격수 has constant value ""Constant
특수교사수 is highly imbalanced (82.4%)Imbalance
강사수 has 38 (100.0%) missing valuesMissing
유치원코드 has unique valuesUnique
유치원명 has unique valuesUnique
주소 has unique valuesUnique
강사수 is an unsupported type, check if it needs cleaning or further analysisUnsupported
기간제교사수 has 27 (71.1%) zerosZeros
사무직원수 has 20 (52.6%) zerosZeros
공정교사1급자격수 has 5 (13.2%) zerosZeros
정교사2급자격수 has 8 (21.1%) zerosZeros

Reproduction

Analysis started2024-03-13 07:04:16.391773
Analysis finished2024-03-13 07:04:16.574854
Duration0.18 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

교육청명
Categorical

CONSTANT 

Distinct1
Distinct (%)2.6%
Missing0
Missing (%)0.0%
Memory size436.0 B
서울특별시교육청
38 

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 38
100.0%

Length

2024-03-13T16:04:16.625285image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-13T16:04:16.706628image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
서울특별시교육청 38
100.0%

교육지원청명
Categorical

CONSTANT 

Distinct1
Distinct (%)2.6%
Missing0
Missing (%)0.0%
Memory size436.0 B
성동광진교육지원청
38 

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 38
100.0%

Length

2024-03-13T16:04:16.793128image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-13T16:04:16.872304image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
성동광진교육지원청 38
100.0%

유치원코드
Text

UNIQUE 

Distinct38
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size436.0 B
2024-03-13T16:04:17.034656image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length36
Median length36
Mean length36
Min length36

Characters and Unicode

Total characters1368
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

Unique38 ?
Unique (%)100.0%

Sample

1st row1ecec08c-eee1-b044-e053-0a32095ab044
2nd row1ecec08c-eee2-b044-e053-0a32095ab044
3rd row1ecec08c-eee3-b044-e053-0a32095ab044
4th row1ecec08c-eee4-b044-e053-0a32095ab044
5th row1ecec08c-f0da-b044-e053-0a32095ab044
ValueCountFrequency (%)
1ecec08c-eee1-b044-e053-0a32095ab044 1
 
2.6%
1ecec08d-066f-b044-e053-0a32095ab044 1
 
2.6%
ccb6c0b0-a68a-4b86-8fe2-58f35a3c1952 1
 
2.6%
1ecec08d-0077-b044-e053-0a32095ab044 1
 
2.6%
1ecec08d-0078-b044-e053-0a32095ab044 1
 
2.6%
1ecec08d-0248-b044-e053-0a32095ab044 1
 
2.6%
1ecec08d-02a6-b044-e053-0a32095ab044 1
 
2.6%
1ecec08d-0341-b044-e053-0a32095ab044 1
 
2.6%
1ecec08d-04b5-b044-e053-0a32095ab044 1
 
2.6%
1ecec08d-0840-b044-e053-0a32095ab044 1
 
2.6%
Other values (28) 28
73.7%
2024-03-13T16:04:17.328189image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
0 241
17.6%
- 152
11.1%
4 152
11.1%
e 126
9.2%
c 100
7.3%
3 84
 
6.1%
a 83
 
6.1%
5 82
 
6.0%
b 81
 
5.9%
8 48
 
3.5%
Other values (7) 219
16.0%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 773
56.5%
Lowercase Letter 443
32.4%
Dash Punctuation 152
 
11.1%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
0 241
31.2%
4 152
19.7%
3 84
 
10.9%
5 82
 
10.6%
8 48
 
6.2%
1 46
 
6.0%
2 45
 
5.8%
9 44
 
5.7%
7 19
 
2.5%
6 12
 
1.6%
Lowercase Letter
ValueCountFrequency (%)
e 126
28.4%
c 100
22.6%
a 83
18.7%
b 81
18.3%
d 28
 
6.3%
f 25
 
5.6%
Dash Punctuation
ValueCountFrequency (%)
- 152
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 925
67.6%
Latin 443
32.4%

Most frequent character per script

Common
ValueCountFrequency (%)
0 241
26.1%
- 152
16.4%
4 152
16.4%
3 84
 
9.1%
5 82
 
8.9%
8 48
 
5.2%
1 46
 
5.0%
2 45
 
4.9%
9 44
 
4.8%
7 19
 
2.1%
Latin
ValueCountFrequency (%)
e 126
28.4%
c 100
22.6%
a 83
18.7%
b 81
18.3%
d 28
 
6.3%
f 25
 
5.6%

Most occurring blocks

ValueCountFrequency (%)
ASCII 1368
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
0 241
17.6%
- 152
11.1%
4 152
11.1%
e 126
9.2%
c 100
7.3%
3 84
 
6.1%
a 83
 
6.1%
5 82
 
6.0%
b 81
 
5.9%
8 48
 
3.5%
Other values (7) 219
16.0%

유치원명
Text

UNIQUE 

Distinct38
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size436.0 B
2024-03-13T16:04:17.559863image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length13
Median length5
Mean length7
Min length5

Characters and Unicode

Total characters266
Distinct characters62
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

Unique38 ?
Unique (%)100.0%

Sample

1st row선경유치원
2nd row성산유치원
3rd row자양유치원
4th row프라임유치원
5th row서울자양초등학교병설유치원
ValueCountFrequency (%)
선경유치원 1
 
2.6%
서울신자초등학교병설유치원 1
 
2.6%
서울용곡초등학교병설유치원 1
 
2.6%
선화유치원 1
 
2.6%
청구이화유치원 1
 
2.6%
동심유치원 1
 
2.6%
아이조아유치원 1
 
2.6%
경원유치원 1
 
2.6%
인애유치원 1
 
2.6%
한일유치원 1
 
2.6%
Other values (28) 28
73.7%
2024-03-13T16:04:17.894936image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
원 40
15.0%
유 38
14.3%
치 38
14.3%
울 8
 
3.0%
설 8
 
3.0%
병 8
 
3.0%
교 8
 
3.0%
학 8
 
3.0%
등 8
 
3.0%
초 8
 
3.0%
Other values (52) 94
35.3%

Most occurring categories

ValueCountFrequency (%)
Other Letter 266
100.0%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
원 40
15.0%
유 38
14.3%
치 38
14.3%
울 8
 
3.0%
설 8
 
3.0%
병 8
 
3.0%
교 8
 
3.0%
학 8
 
3.0%
등 8
 
3.0%
초 8
 
3.0%
Other values (52) 94
35.3%

Most occurring scripts

ValueCountFrequency (%)
Hangul 266
100.0%

Most frequent character per script

Hangul
ValueCountFrequency (%)
원 40
15.0%
유 38
14.3%
치 38
14.3%
울 8
 
3.0%
설 8
 
3.0%
병 8
 
3.0%
교 8
 
3.0%
학 8
 
3.0%
등 8
 
3.0%
초 8
 
3.0%
Other values (52) 94
35.3%

Most occurring blocks

ValueCountFrequency (%)
Hangul 266
100.0%

Most frequent character per block

Hangul
ValueCountFrequency (%)
원 40
15.0%
유 38
14.3%
치 38
14.3%
울 8
 
3.0%
설 8
 
3.0%
병 8
 
3.0%
교 8
 
3.0%
학 8
 
3.0%
등 8
 
3.0%
초 8
 
3.0%
Other values (52) 94
35.3%

설립유형
Categorical

Distinct3
Distinct (%)7.9%
Missing0
Missing (%)0.0%
Memory size436.0 B
사립(사인)
23 
공립(병설)
8 
사립(법인)
7 

Length

Max length6
Median length6
Mean length6
Min length6

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
사립(사인) 23
60.5%
공립(병설) 8
 
21.1%
사립(법인) 7
 
18.4%

Length

2024-03-13T16:04:18.011945image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-13T16:04:18.109254image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
사립(사인 23
60.5%
공립(병설 8
 
21.1%
사립(법인 7
 
18.4%

원장수
Categorical

Distinct2
Distinct (%)5.3%
Missing0
Missing (%)0.0%
Memory size436.0 B
1
30 
0
8 

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
1 30
78.9%
0 8
 
21.1%

Length

2024-03-13T16:04:18.202949image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-13T16:04:18.298844image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
1 30
78.9%
0 8
 
21.1%

원감수
Categorical

Distinct2
Distinct (%)5.3%
Missing0
Missing (%)0.0%
Memory size436.0 B
0
23 
1
15 

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
0 23
60.5%
1 15
39.5%

Length

2024-03-13T16:04:18.391748image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-13T16:04:18.479340image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 23
60.5%
1 15
39.5%

수석교사수
Categorical

CONSTANT 

Distinct1
Distinct (%)2.6%
Missing0
Missing (%)0.0%
Memory size436.0 B
0
38 

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 38
100.0%

Length

2024-03-13T16:04:18.568185image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-13T16:04:18.652565image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 38
100.0%

보직교사수
Categorical

Distinct3
Distinct (%)7.9%
Missing0
Missing (%)0.0%
Memory size436.0 B
0
28 
1
9 
3
 
1

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique1 ?
Unique (%)2.6%

Sample

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

Common Values

ValueCountFrequency (%)
0 28
73.7%
1 9
 
23.7%
3 1
 
2.6%

Length

2024-03-13T16:04:18.739127image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-13T16:04:18.826556image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 28
73.7%
1 9
 
23.7%
3 1
 
2.6%

일반교사수
Real number (ℝ)

Distinct10
Distinct (%)26.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean4.6052632
Minimum1
Maximum15
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size474.0 B
2024-03-13T16:04:18.898198image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile1
Q12
median3.5
Q35.75
95-th percentile12
Maximum15
Range14
Interquartile range (IQR)3.75

Descriptive statistics

Standard deviation3.4133242
Coefficient of variation (CV)0.74117898
Kurtosis2.0026067
Mean4.6052632
Median Absolute Deviation (MAD)1.5
Skewness1.5795364
Sum175
Variance11.650782
MonotonicityNot monotonic
2024-03-13T16:04:18.980473image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%)
3 8
21.1%
2 8
21.1%
4 5
13.2%
5 4
10.5%
6 4
10.5%
12 3
 
7.9%
1 3
 
7.9%
15 1
 
2.6%
7 1
 
2.6%
10 1
 
2.6%
ValueCountFrequency (%)
1 3
 
7.9%
2 8
21.1%
3 8
21.1%
4 5
13.2%
5 4
10.5%
6 4
10.5%
7 1
 
2.6%
10 1
 
2.6%
12 3
 
7.9%
15 1
 
2.6%
ValueCountFrequency (%)
15 1
 
2.6%
12 3
 
7.9%
10 1
 
2.6%
7 1
 
2.6%
6 4
10.5%
5 4
10.5%
4 5
13.2%
3 8
21.1%
2 8
21.1%
1 3
 
7.9%

특수교사수
Categorical

IMBALANCE 

Distinct2
Distinct (%)5.3%
Missing0
Missing (%)0.0%
Memory size436.0 B
0
37 
1
 
1

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique1 ?
Unique (%)2.6%

Sample

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

Common Values

ValueCountFrequency (%)
0 37
97.4%
1 1
 
2.6%

Length

2024-03-13T16:04:19.080556image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-13T16:04:19.163637image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 37
97.4%
1 1
 
2.6%

보건교사수
Categorical

CONSTANT 

Distinct1
Distinct (%)2.6%
Missing0
Missing (%)0.0%
Memory size436.0 B
0
38 

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 38
100.0%

Length

2024-03-13T16:04:19.256505image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-13T16:04:19.339204image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 38
100.0%

영양교사수
Categorical

CONSTANT 

Distinct1
Distinct (%)2.6%
Missing0
Missing (%)0.0%
Memory size436.0 B
0
38 

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 38
100.0%

Length

2024-03-13T16:04:19.418387image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-13T16:04:19.499107image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 38
100.0%

기간제교사수
Real number (ℝ)

ZEROS 

Distinct7
Distinct (%)18.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.84210526
Minimum0
Maximum7
Zeros27
Zeros (%)71.1%
Negative0
Negative (%)0.0%
Memory size474.0 B
2024-03-13T16:04:19.567504image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q31
95-th percentile5.15
Maximum7
Range7
Interquartile range (IQR)1

Descriptive statistics

Standard deviation1.7324614
Coefficient of variation (CV)2.0572979
Kurtosis5.5164876
Mean0.84210526
Median Absolute Deviation (MAD)0
Skewness2.4291294
Sum32
Variance3.0014225
MonotonicityNot monotonic
2024-03-13T16:04:19.662194image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=7)
ValueCountFrequency (%)
0 27
71.1%
2 4
 
10.5%
1 3
 
7.9%
5 1
 
2.6%
6 1
 
2.6%
7 1
 
2.6%
3 1
 
2.6%
ValueCountFrequency (%)
0 27
71.1%
1 3
 
7.9%
2 4
 
10.5%
3 1
 
2.6%
5 1
 
2.6%
6 1
 
2.6%
7 1
 
2.6%
ValueCountFrequency (%)
7 1
 
2.6%
6 1
 
2.6%
5 1
 
2.6%
3 1
 
2.6%
2 4
 
10.5%
1 3
 
7.9%
0 27
71.1%

강사수
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing38
Missing (%)100.0%
Memory size474.0 B

사무직원수
Real number (ℝ)

ZEROS 

Distinct8
Distinct (%)21.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.7631579
Minimum0
Maximum7
Zeros20
Zeros (%)52.6%
Negative0
Negative (%)0.0%
Memory size474.0 B
2024-03-13T16:04:19.783042image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q33
95-th percentile7
Maximum7
Range7
Interquartile range (IQR)3

Descriptive statistics

Standard deviation2.3872885
Coefficient of variation (CV)1.3539845
Kurtosis-0.044791701
Mean1.7631579
Median Absolute Deviation (MAD)0
Skewness1.1392794
Sum67
Variance5.6991465
MonotonicityNot monotonic
2024-03-13T16:04:19.876390image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=8)
ValueCountFrequency (%)
0 20
52.6%
2 4
 
10.5%
1 3
 
7.9%
7 3
 
7.9%
4 3
 
7.9%
3 2
 
5.3%
6 2
 
5.3%
5 1
 
2.6%
ValueCountFrequency (%)
0 20
52.6%
1 3
 
7.9%
2 4
 
10.5%
3 2
 
5.3%
4 3
 
7.9%
5 1
 
2.6%
6 2
 
5.3%
7 3
 
7.9%
ValueCountFrequency (%)
7 3
 
7.9%
6 2
 
5.3%
5 1
 
2.6%
4 3
 
7.9%
3 2
 
5.3%
2 4
 
10.5%
1 3
 
7.9%
0 20
52.6%

수석교사자격수
Categorical

CONSTANT 

Distinct1
Distinct (%)2.6%
Missing0
Missing (%)0.0%
Memory size436.0 B
0
38 

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 38
100.0%

Length

2024-03-13T16:04:19.981564image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-13T16:04:20.059158image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 38
100.0%

공정교사1급자격수
Real number (ℝ)

ZEROS 

Distinct7
Distinct (%)18.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2.5
Minimum0
Maximum9
Zeros5
Zeros (%)13.2%
Negative0
Negative (%)0.0%
Memory size474.0 B
2024-03-13T16:04:20.144097image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q11
median2
Q33
95-th percentile6.45
Maximum9
Range9
Interquartile range (IQR)2

Descriptive statistics

Standard deviation2.1654536
Coefficient of variation (CV)0.86618143
Kurtosis2.7146816
Mean2.5
Median Absolute Deviation (MAD)1
Skewness1.5002858
Sum95
Variance4.6891892
MonotonicityNot monotonic
2024-03-13T16:04:20.232093image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=7)
ValueCountFrequency (%)
3 11
28.9%
1 10
26.3%
2 5
13.2%
0 5
13.2%
4 3
 
7.9%
6 2
 
5.3%
9 2
 
5.3%
ValueCountFrequency (%)
0 5
13.2%
1 10
26.3%
2 5
13.2%
3 11
28.9%
4 3
 
7.9%
6 2
 
5.3%
9 2
 
5.3%
ValueCountFrequency (%)
9 2
 
5.3%
6 2
 
5.3%
4 3
 
7.9%
3 11
28.9%
2 5
13.2%
1 10
26.3%
0 5
13.2%

정교사2급자격수
Real number (ℝ)

ZEROS 

Distinct10
Distinct (%)26.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2.7105263
Minimum0
Maximum12
Zeros8
Zeros (%)21.1%
Negative0
Negative (%)0.0%
Memory size474.0 B
2024-03-13T16:04:20.325572image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q11
median2
Q33
95-th percentile8.15
Maximum12
Range12
Interquartile range (IQR)2

Descriptive statistics

Standard deviation2.7598266
Coefficient of variation (CV)1.0181885
Kurtosis2.7666586
Mean2.7105263
Median Absolute Deviation (MAD)1
Skewness1.5969219
Sum103
Variance7.616643
MonotonicityNot monotonic
2024-03-13T16:04:20.429022image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%)
3 10
26.3%
0 8
21.1%
1 7
18.4%
2 5
13.2%
7 2
 
5.3%
4 2
 
5.3%
8 1
 
2.6%
9 1
 
2.6%
12 1
 
2.6%
5 1
 
2.6%
ValueCountFrequency (%)
0 8
21.1%
1 7
18.4%
2 5
13.2%
3 10
26.3%
4 2
 
5.3%
5 1
 
2.6%
7 2
 
5.3%
8 1
 
2.6%
9 1
 
2.6%
12 1
 
2.6%
ValueCountFrequency (%)
12 1
 
2.6%
9 1
 
2.6%
8 1
 
2.6%
7 2
 
5.3%
5 1
 
2.6%
4 2
 
5.3%
3 10
26.3%
2 5
13.2%
1 7
18.4%
0 8
21.1%

준교사자격수
Categorical

CONSTANT 

Distinct1
Distinct (%)2.6%
Missing0
Missing (%)0.0%
Memory size436.0 B
0
38 

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 38
100.0%

Length

2024-03-13T16:04:20.527972image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-13T16:04:20.611024image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 38
100.0%

공시차수
Categorical

Distinct5
Distinct (%)13.2%
Missing0
Missing (%)0.0%
Memory size436.0 B
20232
25 
20192
4 
20222
4 
20182
3 
20202
 
2

Length

Max length5
Median length5
Mean length5
Min length5

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
20232 25
65.8%
20192 4
 
10.5%
20222 4
 
10.5%
20182 3
 
7.9%
20202 2
 
5.3%

Length

2024-03-13T16:04:20.708965image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-13T16:04:20.800851image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
20232 25
65.8%
20192 4
 
10.5%
20222 4
 
10.5%
20182 3
 
7.9%
20202 2
 
5.3%

주소
Text

UNIQUE 

Distinct38
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size436.0 B
2024-03-13T16:04:20.995371image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length22
Median length21
Mean length19.052632
Min length16

Characters and Unicode

Total characters724
Distinct characters52
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

Unique38 ?
Unique (%)100.0%

Sample

1st row서울특별시 광진구 뚝섬로66길 14
2nd row서울특별시 광진구 뚝섬로59길 18
3rd row서울특별시 광진구 자양로5길 36
4th row서울특별시 광진구 광나루로56길 5
5th row서울특별시 광진구 아차산로44길 26
ValueCountFrequency (%)
서울특별시 38
25.0%
광진구 38
25.0%
영화사로 2
 
1.3%
광나루로 2
 
1.3%
65 2
 
1.3%
아차산로 2
 
1.3%
군자로12길 1
 
0.7%
능동로4길 1
 
0.7%
89 1
 
0.7%
긴고랑로7길 1
 
0.7%
Other values (64) 64
42.1%
2024-03-13T16:04:21.304400image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
114
15.7%
광 43
 
5.9%
서 38
 
5.2%
울 38
 
5.2%
구 38
 
5.2%
진 38
 
5.2%
로 38
 
5.2%
시 38
 
5.2%
별 38
 
5.2%
특 38
 
5.2%
Other values (42) 263
36.3%

Most occurring categories

ValueCountFrequency (%)
Other Letter 464
64.1%
Decimal Number 140
 
19.3%
Space Separator 114
 
15.7%
Dash Punctuation 6
 
0.8%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
광 43
9.3%
서 38
8.2%
울 38
8.2%
구 38
8.2%
진 38
8.2%
로 38
8.2%
시 38
8.2%
별 38
8.2%
특 38
8.2%
길 26
 
5.6%
Other values (30) 91
19.6%
Decimal Number
ValueCountFrequency (%)
1 23
16.4%
5 22
15.7%
4 19
13.6%
2 19
13.6%
6 17
12.1%
3 12
8.6%
0 9
 
6.4%
7 8
 
5.7%
9 6
 
4.3%
8 5
 
3.6%
Space Separator
ValueCountFrequency (%)
114
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 6
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 464
64.1%
Common 260
35.9%

Most frequent character per script

Hangul
ValueCountFrequency (%)
광 43
9.3%
서 38
8.2%
울 38
8.2%
구 38
8.2%
진 38
8.2%
로 38
8.2%
시 38
8.2%
별 38
8.2%
특 38
8.2%
길 26
 
5.6%
Other values (30) 91
19.6%
Common
ValueCountFrequency (%)
114
43.8%
1 23
 
8.8%
5 22
 
8.5%
4 19
 
7.3%
2 19
 
7.3%
6 17
 
6.5%
3 12
 
4.6%
0 9
 
3.5%
7 8
 
3.1%
- 6
 
2.3%
Other values (2) 11
 
4.2%

Most occurring blocks

ValueCountFrequency (%)
Hangul 464
64.1%
ASCII 260
35.9%

Most frequent character per block

ASCII
ValueCountFrequency (%)
114
43.8%
1 23
 
8.8%
5 22
 
8.5%
4 19
 
7.3%
2 19
 
7.3%
6 17
 
6.5%
3 12
 
4.6%
0 9
 
3.5%
7 8
 
3.1%
- 6
 
2.3%
Other values (2) 11
 
4.2%
Hangul
ValueCountFrequency (%)
광 43
9.3%
서 38
8.2%
울 38
8.2%
구 38
8.2%
진 38
8.2%
로 38
8.2%
시 38
8.2%
별 38
8.2%
특 38
8.2%
길 26
 
5.6%
Other values (30) 91
19.6%

Sample

교육청명교육지원청명유치원코드유치원명설립유형원장수원감수수석교사수보직교사수일반교사수특수교사수보건교사수영양교사수기간제교사수강사수사무직원수수석교사자격수공정교사1급자격수정교사2급자격수준교사자격수공시차수주소
0서울특별시교육청성동광진교육지원청1ecec08c-eee1-b044-e053-0a32095ab044선경유치원사립(법인)100150005<NA>1047020232서울특별시 광진구 뚝섬로66길 14
1서울특별시교육청성동광진교육지원청1ecec08c-eee2-b044-e053-0a32095ab044성산유치원사립(법인)100050000<NA>0023020232서울특별시 광진구 뚝섬로59길 18
2서울특별시교육청성동광진교육지원청1ecec08c-eee3-b044-e053-0a32095ab044자양유치원사립(사인)100030000<NA>0012020202서울특별시 광진구 자양로5길 36
3서울특별시교육청성동광진교육지원청1ecec08c-eee4-b044-e053-0a32095ab044프라임유치원사립(사인)1000120002<NA>2068020232서울특별시 광진구 광나루로56길 5
4서울특별시교육청성동광진교육지원청1ecec08c-f0da-b044-e053-0a32095ab044서울자양초등학교병설유치원공립(병설)010120001<NA>5031020232서울특별시 광진구 아차산로44길 26
5서울특별시교육청성동광진교육지원청1ecec08c-f1c6-b044-e053-0a32095ab044광남유치원사립(사인)1000120000<NA>7039020232서울특별시 광진구 아차산로70길 40
6서울특별시교육청성동광진교육지원청1ecec08c-f331-b044-e053-0a32095ab044어린이회관유치원사립(법인)1103150006<NA>20912020232서울특별시 광진구 광나루로 441
7서울특별시교육청성동광진교육지원청1ecec08c-f332-b044-e053-0a32095ab044영화유치원사립(사인)100050000<NA>0032020232서울특별시 광진구 영화사로 105
8서울특별시교육청성동광진교육지원청1ecec08c-f504-b044-e053-0a32095ab044동인유치원사립(사인)100010000<NA>0001020182서울특별시 광진구 자양로30길 6
9서울특별시교육청성동광진교육지원청1ecec08c-f562-b044-e053-0a32095ab044예일유치원사립(사인)100060002<NA>3033020192서울특별시 광진구 천호대로111길 41
교육청명교육지원청명유치원코드유치원명설립유형원장수원감수수석교사수보직교사수일반교사수특수교사수보건교사수영양교사수기간제교사수강사수사무직원수수석교사자격수공정교사1급자격수정교사2급자격수준교사자격수공시차수주소
28서울특별시교육청성동광진교육지원청1ecec08d-0754-b044-e053-0a32095ab044경하유치원사립(사인)100030003<NA>0012020182서울특별시 광진구 동일로72길 9
29서울특별시교육청성동광진교육지원청1ecec08d-0840-b044-e053-0a32095ab044한일유치원사립(사인)110060000<NA>0033020232서울특별시 광진구 뚝섬로35길 16-20
30서울특별시교육청성동광진교육지원청1ecec08d-0adc-b044-e053-0a32095ab044미파유치원사립(사인)110030001<NA>2012020192서울특별시 광진구 용마산로 185
31서울특별시교육청성동광진교육지원청1ecec08d-0add-b044-e053-0a32095ab044서울구의초등학교병설유치원공립(병설)010121000<NA>7030020232서울특별시 광진구 광나루로30길 49
32서울특별시교육청성동광진교육지원청1ecec08d-0ba1-b044-e053-0a32095ab044서울양진초등학교병설유치원공립(병설)000120000<NA>6030020232서울특별시 광진구 워커힐로 32
33서울특별시교육청성동광진교육지원청1ecec08d-0e4a-b044-e053-0a32095ab044선양유치원사립(사인)1100100000<NA>0064020232서울특별시 광진구 동일로 256-1
34서울특별시교육청성동광진교육지원청1ecec08d-0f37-b044-e053-0a32095ab044샬롬유치원사립(법인)100040000<NA>0031020222서울특별시 광진구 아차산로65길 65
35서울특별시교육청성동광진교육지원청74e1e803-e7d0-4cb0-a8d9-087fb5e7f80f서울중광초등학교병설유치원공립(병설)010110002<NA>6021020232서울특별시 광진구 긴고랑로13길 59
36서울특별시교육청성동광진교육지원청ccb6c0b0-a68a-4b86-8fe2-58f35a3c1952서울용곡초등학교병설유치원공립(병설)000120000<NA>4030020232서울특별시 광진구 용마산로22길 82
37서울특별시교육청성동광진교육지원청db6bc219-29b5-48d3-af79-797756d3a7a6서울신양초등학교병설유치원공립(병설)000120000<NA>4021020232서울특별시 광진구 능동로 42