Overview

Dataset statistics

Number of variables22
Number of observations36
Missing cells36
Missing cells (%)4.5%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory6.9 KiB
Average record size in memory195.7 B

Variable types

Categorical14
Text3
Numeric4
Unsupported1

Dataset

Description교육청명,교육지원청명,유치원코드,유치원명,설립유형,원장수,원감수,수석교사수,보직교사수,일반교사수,특수교사수,보건교사수,영양교사수,기간제교사수,강사수,사무직원수,수석교사자격수,공정교사1급자격수,정교사2급자격수,준교사자격수,공시차수,주소
Author구로구
URLhttps://data.seoul.go.kr/dataList/OA-20670/S/1/datasetView.do

Alerts

교육청명 has constant value ""Constant
교육지원청명 has constant value ""Constant
수석교사수 has constant value ""Constant
수석교사자격수 has constant value ""Constant
준교사자격수 has constant value ""Constant
특수교사수 is highly imbalanced (57.0%)Imbalance
보건교사수 is highly imbalanced (81.7%)Imbalance
영양교사수 is highly imbalanced (58.6%)Imbalance
공시차수 is highly imbalanced (57.1%)Imbalance
강사수 has 36 (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
사무직원수 has 8 (22.2%) zerosZeros
공정교사1급자격수 has 3 (8.3%) zerosZeros
정교사2급자격수 has 3 (8.3%) zerosZeros

Reproduction

Analysis started2024-03-13 09:15:53.560891
Analysis finished2024-03-13 09:15:53.801875
Duration0.24 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

교육청명
Categorical

CONSTANT 

Distinct1
Distinct (%)2.8%
Missing0
Missing (%)0.0%
Memory size420.0 B
서울특별시교육청
36 

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 36
100.0%

Length

2024-03-13T18:15:53.855692image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-13T18:15:53.937785image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
서울특별시교육청 36
100.0%

교육지원청명
Categorical

CONSTANT 

Distinct1
Distinct (%)2.8%
Missing0
Missing (%)0.0%
Memory size420.0 B
남부교육지원청
36 

Length

Max length7
Median length7
Mean length7
Min length7

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
남부교육지원청 36
100.0%

Length

2024-03-13T18:15:54.026489image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-13T18:15:54.108090image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
남부교육지원청 36
100.0%

유치원코드
Text

UNIQUE 

Distinct36
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size420.0 B
2024-03-13T18:15:54.293242image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length36
Median length36
Mean length36
Min length36

Characters and Unicode

Total characters1296
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

Unique36 ?
Unique (%)100.0%

Sample

1st row1ecec08c-ed2f-b044-e053-0a32095ab044
2nd row1ecec08c-eecb-b044-e053-0a32095ab044
3rd row1ecec08c-efa0-b044-e053-0a32095ab044
4th row1ecec08c-f052-b044-e053-0a32095ab044
5th row1ecec08c-f1b3-b044-e053-0a32095ab044
ValueCountFrequency (%)
1ecec08c-ed2f-b044-e053-0a32095ab044 1
 
2.8%
1ecec08c-eecb-b044-e053-0a32095ab044 1
 
2.8%
1ecec08d-0630-b044-e053-0a32095ab044 1
 
2.8%
1ecec08d-012c-b044-e053-0a32095ab044 1
 
2.8%
1ecec08d-0141-b044-e053-0a32095ab044 1
 
2.8%
1ecec08d-01d6-b044-e053-0a32095ab044 1
 
2.8%
1ecec08d-02b2-b044-e053-0a32095ab044 1
 
2.8%
1ecec08d-0556-b044-e053-0a32095ab044 1
 
2.8%
1ecec08d-0557-b044-e053-0a32095ab044 1
 
2.8%
1ecec08d-08be-b044-e053-0a32095ab044 1
 
2.8%
Other values (26) 26
72.2%
2024-03-13T18:15:54.636135image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
0 223
17.2%
- 144
11.1%
4 141
10.9%
e 116
9.0%
c 99
7.6%
b 81
 
6.2%
5 80
 
6.2%
a 79
 
6.1%
3 74
 
5.7%
2 51
 
3.9%
Other values (7) 208
16.0%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 722
55.7%
Lowercase Letter 430
33.2%
Dash Punctuation 144
 
11.1%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
0 223
30.9%
4 141
19.5%
5 80
 
11.1%
3 74
 
10.2%
2 51
 
7.1%
1 46
 
6.4%
9 46
 
6.4%
8 39
 
5.4%
6 12
 
1.7%
7 10
 
1.4%
Lowercase Letter
ValueCountFrequency (%)
e 116
27.0%
c 99
23.0%
b 81
18.8%
a 79
18.4%
d 28
 
6.5%
f 27
 
6.3%
Dash Punctuation
ValueCountFrequency (%)
- 144
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 866
66.8%
Latin 430
33.2%

Most frequent character per script

Common
ValueCountFrequency (%)
0 223
25.8%
- 144
16.6%
4 141
16.3%
5 80
 
9.2%
3 74
 
8.5%
2 51
 
5.9%
1 46
 
5.3%
9 46
 
5.3%
8 39
 
4.5%
6 12
 
1.4%
Latin
ValueCountFrequency (%)
e 116
27.0%
c 99
23.0%
b 81
18.8%
a 79
18.4%
d 28
 
6.5%
f 27
 
6.3%

Most occurring blocks

ValueCountFrequency (%)
ASCII 1296
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
0 223
17.2%
- 144
11.1%
4 141
10.9%
e 116
9.0%
c 99
7.6%
b 81
 
6.2%
5 80
 
6.2%
a 79
 
6.1%
3 74
 
5.7%
2 51
 
3.9%
Other values (7) 208
16.0%

유치원명
Text

UNIQUE 

Distinct36
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size420.0 B
2024-03-13T18:15:54.812867image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length14
Median length13
Mean length8.1666667
Min length5

Characters and Unicode

Total characters294
Distinct characters67
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

Unique36 ?
Unique (%)100.0%

Sample

1st row서울아람유치원
2nd row정훈유치원
3rd row미림유치원
4th row서울세곡초등학교병설유치원
5th row서울개봉초등학교병설유치원
ValueCountFrequency (%)
서울아람유치원 1
 
2.8%
정훈유치원 1
 
2.8%
푸른동산유치원 1
 
2.8%
동부유치원 1
 
2.8%
예쁨유치원 1
 
2.8%
서울구일초등학교병설유치원 1
 
2.8%
서울하늘숲유치원 1
 
2.8%
동정성모유치원 1
 
2.8%
바니유치원 1
 
2.8%
꿀벌유치원 1
 
2.8%
Other values (26) 26
72.2%
2024-03-13T18:15:55.099610image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
원 38
12.9%
유 36
 
12.2%
치 36
 
12.2%
서 17
 
5.8%
울 16
 
5.4%
초 12
 
4.1%
설 12
 
4.1%
병 12
 
4.1%
교 12
 
4.1%
학 12
 
4.1%
Other values (57) 91
31.0%

Most occurring categories

ValueCountFrequency (%)
Other Letter 294
100.0%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
원 38
12.9%
유 36
 
12.2%
치 36
 
12.2%
서 17
 
5.8%
울 16
 
5.4%
초 12
 
4.1%
설 12
 
4.1%
병 12
 
4.1%
교 12
 
4.1%
학 12
 
4.1%
Other values (57) 91
31.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 294
100.0%

Most frequent character per script

Hangul
ValueCountFrequency (%)
원 38
12.9%
유 36
 
12.2%
치 36
 
12.2%
서 17
 
5.8%
울 16
 
5.4%
초 12
 
4.1%
설 12
 
4.1%
병 12
 
4.1%
교 12
 
4.1%
학 12
 
4.1%
Other values (57) 91
31.0%

Most occurring blocks

ValueCountFrequency (%)
Hangul 294
100.0%

Most frequent character per block

Hangul
ValueCountFrequency (%)
원 38
12.9%
유 36
 
12.2%
치 36
 
12.2%
서 17
 
5.8%
울 16
 
5.4%
초 12
 
4.1%
설 12
 
4.1%
병 12
 
4.1%
교 12
 
4.1%
학 12
 
4.1%
Other values (57) 91
31.0%

설립유형
Categorical

Distinct4
Distinct (%)11.1%
Missing0
Missing (%)0.0%
Memory size420.0 B
사립(사인)
18 
공립(병설)
12 
사립(법인)
4 
공립(단설)
2 

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 row공립(병설)
5th row공립(병설)

Common Values

ValueCountFrequency (%)
사립(사인) 18
50.0%
공립(병설) 12
33.3%
사립(법인) 4
 
11.1%
공립(단설) 2
 
5.6%

Length

2024-03-13T18:15:55.213992image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-13T18:15:55.313837image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
사립(사인 18
50.0%
공립(병설 12
33.3%
사립(법인 4
 
11.1%
공립(단설 2
 
5.6%

원장수
Categorical

Distinct2
Distinct (%)5.6%
Missing0
Missing (%)0.0%
Memory size420.0 B
1
24 
0
12 

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
1 24
66.7%
0 12
33.3%

Length

2024-03-13T18:15:55.436594image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-13T18:15:55.520438image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
1 24
66.7%
0 12
33.3%

원감수
Categorical

Distinct2
Distinct (%)5.6%
Missing0
Missing (%)0.0%
Memory size420.0 B
0
22 
1
14 

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
0 22
61.1%
1 14
38.9%

Length

2024-03-13T18:15:55.625355image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-13T18:15:55.739861image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 22
61.1%
1 14
38.9%

수석교사수
Categorical

CONSTANT 

Distinct1
Distinct (%)2.8%
Missing0
Missing (%)0.0%
Memory size420.0 B
0
36 

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 36
100.0%

Length

2024-03-13T18:15:55.875273image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-13T18:15:55.961111image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 36
100.0%

보직교사수
Categorical

Distinct4
Distinct (%)11.1%
Missing0
Missing (%)0.0%
Memory size420.0 B
0
23 
1
9 
2
3 
3
 
1

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique1 ?
Unique (%)2.8%

Sample

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

Common Values

ValueCountFrequency (%)
0 23
63.9%
1 9
 
25.0%
2 3
 
8.3%
3 1
 
2.8%

Length

2024-03-13T18:15:56.046193image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-13T18:15:56.135367image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 23
63.9%
1 9
 
25.0%
2 3
 
8.3%
3 1
 
2.8%

일반교사수
Real number (ℝ)

Distinct12
Distinct (%)33.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean5.5277778
Minimum1
Maximum16
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size456.0 B
2024-03-13T18:15:56.221328image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile1
Q12
median4.5
Q38
95-th percentile14.25
Maximum16
Range15
Interquartile range (IQR)6

Descriptive statistics

Standard deviation4.2794266
Coefficient of variation (CV)0.77416763
Kurtosis0.44708991
Mean5.5277778
Median Absolute Deviation (MAD)2.5
Skewness1.1815135
Sum199
Variance18.313492
MonotonicityNot monotonic
2024-03-13T18:15:56.324334image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=12)
ValueCountFrequency (%)
2 9
25.0%
5 6
16.7%
8 4
11.1%
4 4
11.1%
1 3
 
8.3%
3 2
 
5.6%
14 2
 
5.6%
6 2
 
5.6%
10 1
 
2.8%
13 1
 
2.8%
Other values (2) 2
 
5.6%
ValueCountFrequency (%)
1 3
 
8.3%
2 9
25.0%
3 2
 
5.6%
4 4
11.1%
5 6
16.7%
6 2
 
5.6%
8 4
11.1%
10 1
 
2.8%
13 1
 
2.8%
14 2
 
5.6%
ValueCountFrequency (%)
16 1
 
2.8%
15 1
 
2.8%
14 2
 
5.6%
13 1
 
2.8%
10 1
 
2.8%
8 4
11.1%
6 2
 
5.6%
5 6
16.7%
4 4
11.1%
3 2
 
5.6%

특수교사수
Categorical

IMBALANCE 

Distinct3
Distinct (%)8.3%
Missing0
Missing (%)0.0%
Memory size420.0 B
0
31 
1
4 
2
 
1

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique1 ?
Unique (%)2.8%

Sample

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

Common Values

ValueCountFrequency (%)
0 31
86.1%
1 4
 
11.1%
2 1
 
2.8%

Length

2024-03-13T18:15:56.471821image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-13T18:15:56.561383image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 31
86.1%
1 4
 
11.1%
2 1
 
2.8%

보건교사수
Categorical

IMBALANCE 

Distinct2
Distinct (%)5.6%
Missing0
Missing (%)0.0%
Memory size420.0 B
0
35 
1
 
1

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique1 ?
Unique (%)2.8%

Sample

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

Common Values

ValueCountFrequency (%)
0 35
97.2%
1 1
 
2.8%

Length

2024-03-13T18:15:56.660755image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-13T18:15:56.768103image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 35
97.2%
1 1
 
2.8%

영양교사수
Categorical

IMBALANCE 

Distinct2
Distinct (%)5.6%
Missing0
Missing (%)0.0%
Memory size420.0 B
0
33 
1
 
3

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
0 33
91.7%
1 3
 
8.3%

Length

2024-03-13T18:15:56.856243image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-13T18:15:56.951493image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 33
91.7%
1 3
 
8.3%

기간제교사수
Categorical

Distinct5
Distinct (%)13.9%
Missing0
Missing (%)0.0%
Memory size420.0 B
0
24 
1
5 
2
3 
3
 
2
4
 
2

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row0
2nd row0
3rd row0
4th row3
5th row1

Common Values

ValueCountFrequency (%)
0 24
66.7%
1 5
 
13.9%
2 3
 
8.3%
3 2
 
5.6%
4 2
 
5.6%

Length

2024-03-13T18:15:57.060045image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-13T18:15:57.154039image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 24
66.7%
1 5
 
13.9%
2 3
 
8.3%
3 2
 
5.6%
4 2
 
5.6%

강사수
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing36
Missing (%)100.0%
Memory size456.0 B

사무직원수
Real number (ℝ)

ZEROS 

Distinct11
Distinct (%)30.6%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean3.5555556
Minimum0
Maximum14
Zeros8
Zeros (%)22.2%
Negative0
Negative (%)0.0%
Memory size456.0 B
2024-03-13T18:15:57.236089image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q11
median3
Q35.25
95-th percentile8.25
Maximum14
Range14
Interquartile range (IQR)4.25

Descriptive statistics

Standard deviation3.237675
Coefficient of variation (CV)0.91059611
Kurtosis1.4900002
Mean3.5555556
Median Absolute Deviation (MAD)2
Skewness1.0449884
Sum128
Variance10.48254
MonotonicityNot monotonic
2024-03-13T18:15:57.326480image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=11)
ValueCountFrequency (%)
0 8
22.2%
1 4
11.1%
2 4
11.1%
5 4
11.1%
4 4
11.1%
3 3
 
8.3%
6 3
 
8.3%
7 2
 
5.6%
8 2
 
5.6%
9 1
 
2.8%
ValueCountFrequency (%)
0 8
22.2%
1 4
11.1%
2 4
11.1%
3 3
 
8.3%
4 4
11.1%
5 4
11.1%
6 3
 
8.3%
7 2
 
5.6%
8 2
 
5.6%
9 1
 
2.8%
ValueCountFrequency (%)
14 1
 
2.8%
9 1
 
2.8%
8 2
5.6%
7 2
5.6%
6 3
8.3%
5 4
11.1%
4 4
11.1%
3 3
8.3%
2 4
11.1%
1 4
11.1%

수석교사자격수
Categorical

CONSTANT 

Distinct1
Distinct (%)2.8%
Missing0
Missing (%)0.0%
Memory size420.0 B
0
36 

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 36
100.0%

Length

2024-03-13T18:15:57.437414image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-13T18:15:57.516684image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 36
100.0%

공정교사1급자격수
Real number (ℝ)

ZEROS 

Distinct8
Distinct (%)22.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2.7222222
Minimum0
Maximum7
Zeros3
Zeros (%)8.3%
Negative0
Negative (%)0.0%
Memory size456.0 B
2024-03-13T18:15:57.598296image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q11.75
median3
Q33.25
95-th percentile6.25
Maximum7
Range7
Interquartile range (IQR)1.5

Descriptive statistics

Standard deviation1.7665319
Coefficient of variation (CV)0.64893008
Kurtosis0.44946098
Mean2.7222222
Median Absolute Deviation (MAD)1
Skewness0.71225046
Sum98
Variance3.1206349
MonotonicityNot monotonic
2024-03-13T18:15:57.685746image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=8)
ValueCountFrequency (%)
3 10
27.8%
2 8
22.2%
1 6
16.7%
4 4
 
11.1%
0 3
 
8.3%
5 2
 
5.6%
7 2
 
5.6%
6 1
 
2.8%
ValueCountFrequency (%)
0 3
 
8.3%
1 6
16.7%
2 8
22.2%
3 10
27.8%
4 4
 
11.1%
5 2
 
5.6%
6 1
 
2.8%
7 2
 
5.6%
ValueCountFrequency (%)
7 2
 
5.6%
6 1
 
2.8%
5 2
 
5.6%
4 4
 
11.1%
3 10
27.8%
2 8
22.2%
1 6
16.7%
0 3
 
8.3%

정교사2급자격수
Real number (ℝ)

ZEROS 

Distinct11
Distinct (%)30.6%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean3.6111111
Minimum0
Maximum17
Zeros3
Zeros (%)8.3%
Negative0
Negative (%)0.0%
Memory size456.0 B
2024-03-13T18:15:57.781246image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q11
median2
Q35
95-th percentile9.75
Maximum17
Range17
Interquartile range (IQR)4

Descriptive statistics

Standard deviation3.5236165
Coefficient of variation (CV)0.97577071
Kurtosis5.3514547
Mean3.6111111
Median Absolute Deviation (MAD)2
Skewness2.0351409
Sum130
Variance12.415873
MonotonicityNot monotonic
2024-03-13T18:15:57.884859image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=11)
ValueCountFrequency (%)
1 8
22.2%
2 8
22.2%
4 6
16.7%
0 3
 
8.3%
5 3
 
8.3%
6 2
 
5.6%
7 2
 
5.6%
9 1
 
2.8%
3 1
 
2.8%
12 1
 
2.8%
ValueCountFrequency (%)
0 3
 
8.3%
1 8
22.2%
2 8
22.2%
3 1
 
2.8%
4 6
16.7%
5 3
 
8.3%
6 2
 
5.6%
7 2
 
5.6%
9 1
 
2.8%
12 1
 
2.8%
ValueCountFrequency (%)
17 1
 
2.8%
12 1
 
2.8%
9 1
 
2.8%
7 2
 
5.6%
6 2
 
5.6%
5 3
 
8.3%
4 6
16.7%
3 1
 
2.8%
2 8
22.2%
1 8
22.2%

준교사자격수
Categorical

CONSTANT 

Distinct1
Distinct (%)2.8%
Missing0
Missing (%)0.0%
Memory size420.0 B
0
36 

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 36
100.0%

Length

2024-03-13T18:15:58.038867image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-13T18:15:58.147971image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 36
100.0%

공시차수
Categorical

IMBALANCE 

Distinct4
Distinct (%)11.1%
Missing0
Missing (%)0.0%
Memory size420.0 B
20232
30 
20192
4 
20222
 
1
20212
 
1

Length

Max length5
Median length5
Mean length5
Min length5

Unique

Unique2 ?
Unique (%)5.6%

Sample

1st row20192
2nd row20232
3rd row20232
4th row20232
5th row20232

Common Values

ValueCountFrequency (%)
20232 30
83.3%
20192 4
 
11.1%
20222 1
 
2.8%
20212 1
 
2.8%

Length

2024-03-13T18:15:58.254998image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-13T18:15:58.348383image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
20232 30
83.3%
20192 4
 
11.1%
20222 1
 
2.8%
20212 1
 
2.8%

주소
Text

UNIQUE 

Distinct36
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size420.0 B
2024-03-13T18:15:58.533489image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length22
Median length20.5
Mean length18.305556
Min length15

Characters and Unicode

Total characters659
Distinct characters49
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

Unique36 ?
Unique (%)100.0%

Sample

1st row서울특별시 구로구 고척로25길 62
2nd row서울특별시 구로구 경인로 382
3rd row서울특별시 구로구 개봉로18길 37
4th row서울특별시 구로구 고척로33길 34
5th row서울특별시 구로구 개봉로16길 30-11
ValueCountFrequency (%)
서울특별시 36
25.0%
구로구 36
25.0%
고척로 3
 
2.1%
11 3
 
2.1%
6 2
 
1.4%
도림로 2
 
1.4%
개봉로18길 2
 
1.4%
신도림로 2
 
1.4%
22 2
 
1.4%
오류로8길 2
 
1.4%
Other values (53) 54
37.5%
2024-03-13T18:15:58.883165image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
108
16.4%
구 76
11.5%
로 73
11.1%
서 39
 
5.9%
특 36
 
5.5%
별 36
 
5.5%
시 36
 
5.5%
울 36
 
5.5%
1 29
 
4.4%
길 22
 
3.3%
Other values (39) 168
25.5%

Most occurring categories

ValueCountFrequency (%)
Other Letter 428
64.9%
Decimal Number 119
 
18.1%
Space Separator 108
 
16.4%
Dash Punctuation 4
 
0.6%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
구 76
17.8%
로 73
17.1%
서 39
9.1%
특 36
8.4%
별 36
8.4%
시 36
8.4%
울 36
8.4%
길 22
 
5.1%
고 6
 
1.4%
도 6
 
1.4%
Other values (27) 62
14.5%
Decimal Number
ValueCountFrequency (%)
1 29
24.4%
2 21
17.6%
3 11
 
9.2%
6 10
 
8.4%
7 10
 
8.4%
5 9
 
7.6%
8 9
 
7.6%
0 8
 
6.7%
4 8
 
6.7%
9 4
 
3.4%
Space Separator
ValueCountFrequency (%)
108
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 4
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 428
64.9%
Common 231
35.1%

Most frequent character per script

Hangul
ValueCountFrequency (%)
구 76
17.8%
로 73
17.1%
서 39
9.1%
특 36
8.4%
별 36
8.4%
시 36
8.4%
울 36
8.4%
길 22
 
5.1%
고 6
 
1.4%
도 6
 
1.4%
Other values (27) 62
14.5%
Common
ValueCountFrequency (%)
108
46.8%
1 29
 
12.6%
2 21
 
9.1%
3 11
 
4.8%
6 10
 
4.3%
7 10
 
4.3%
5 9
 
3.9%
8 9
 
3.9%
0 8
 
3.5%
4 8
 
3.5%
Other values (2) 8
 
3.5%

Most occurring blocks

ValueCountFrequency (%)
Hangul 428
64.9%
ASCII 231
35.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
108
46.8%
1 29
 
12.6%
2 21
 
9.1%
3 11
 
4.8%
6 10
 
4.3%
7 10
 
4.3%
5 9
 
3.9%
8 9
 
3.9%
0 8
 
3.5%
4 8
 
3.5%
Other values (2) 8
 
3.5%
Hangul
ValueCountFrequency (%)
구 76
17.8%
로 73
17.1%
서 39
9.1%
특 36
8.4%
별 36
8.4%
시 36
8.4%
울 36
8.4%
길 22
 
5.1%
고 6
 
1.4%
도 6
 
1.4%
Other values (27) 62
14.5%

Sample

교육청명교육지원청명유치원코드유치원명설립유형원장수원감수수석교사수보직교사수일반교사수특수교사수보건교사수영양교사수기간제교사수강사수사무직원수수석교사자격수공정교사1급자격수정교사2급자격수준교사자격수공시차수주소
0서울특별시교육청남부교육지원청1ecec08c-ed2f-b044-e053-0a32095ab044서울아람유치원사립(사인)100050000<NA>1014020192서울특별시 구로구 고척로25길 62
1서울특별시교육청남부교육지원청1ecec08c-eecb-b044-e053-0a32095ab044정훈유치원사립(사인)1100100010<NA>2046020232서울특별시 구로구 경인로 382
2서울특별시교육청남부교육지원청1ecec08c-efa0-b044-e053-0a32095ab044미림유치원사립(사인)100050000<NA>3014020232서울특별시 구로구 개봉로18길 37
3서울특별시교육청남부교육지원청1ecec08c-f052-b044-e053-0a32095ab044서울세곡초등학교병설유치원공립(병설)000121003<NA>3030020232서울특별시 구로구 고척로33길 34
4서울특별시교육청남부교육지원청1ecec08c-f1b3-b044-e053-0a32095ab044서울개봉초등학교병설유치원공립(병설)010130001<NA>7031020232서울특별시 구로구 개봉로16길 30-11
5서울특별시교육청남부교육지원청1ecec08c-f1b4-b044-e053-0a32095ab044서울영서초등학교병설유치원공립(병설)000121000<NA>7021020232서울특별시 구로구 도림로20길 57
6서울특별시교육청남부교육지원청1ecec08c-f321-b044-e053-0a32095ab044나비유치원사립(사인)100050000<NA>0005020222서울특별시 구로구 고척로 30
7서울특별시교육청남부교육지원청1ecec08c-f32a-b044-e053-0a32095ab044준희유치원사립(사인)110010000<NA>0010020192서울특별시 구로구 경인로19길 8
8서울특별시교육청남부교육지원청1ecec08c-f3e4-b044-e053-0a32095ab044새두산유치원사립(사인)110080003<NA>0027020232서울특별시 구로구 도림로 59
9서울특별시교육청남부교육지원청1ecec08c-f3f7-b044-e053-0a32095ab044세희유치원사립(사인)100050000<NA>0032020232서울특별시 구로구 도림로 107
교육청명교육지원청명유치원코드유치원명설립유형원장수원감수수석교사수보직교사수일반교사수특수교사수보건교사수영양교사수기간제교사수강사수사무직원수수석교사자격수공정교사1급자격수정교사2급자격수준교사자격수공시차수주소
26서울특별시교육청남부교육지원청1ecec08d-0630-b044-e053-0a32095ab044푸른동산유치원사립(사인)1103160001<NA>20217020232서울특별시 구로구 서해안로 2201
27서울특별시교육청남부교육지원청1ecec08d-08be-b044-e053-0a32095ab044꿀벌유치원사립(법인)100180000<NA>1045020232서울특별시 구로구 디지털로27다길 15
28서울특별시교육청남부교육지원청1ecec08d-08c9-b044-e053-0a32095ab044일신유치원사립(사인)100040000<NA>0031020192서울특별시 구로구 오류로8길 22
29서울특별시교육청남부교육지원청1ecec08d-099f-b044-e053-0a32095ab044버들유치원사립(사인)100020000<NA>2002020192서울특별시 구로구 오류로8길 40
30서울특별시교육청남부교육지원청1ecec08d-0e01-b044-e053-0a32095ab044동아유치원사립(사인)110080000<NA>6044020232서울특별시 구로구 신도림로 87
31서울특별시교육청남부교육지원청1ecec08d-0e10-b044-e053-0a32095ab044신도유치원사립(사인)100060000<NA>1024020232서울특별시 구로구 구일로2길 45
32서울특별시교육청남부교육지원청1ecec08d-0f6d-b044-e053-0a32095ab044서울신미림초등학교병설유치원공립(병설)000120000<NA>6021020232서울특별시 구로구 신도림로 26
33서울특별시교육청남부교육지원청2e5397a8-bcbc-4691-accf-e2e60e8c5cfe서울고산초등학교병설유치원공립(병설)000030000<NA>4021020232서울특별시 구로구 중앙로 6
34서울특별시교육청남부교육지원청89ed1bdc-67a2-4124-a077-bc925d6a901a서울항동유치원공립(단설)110262102<NA>14054020232서울특별시 구로구 연동로8길 15
35서울특별시교육청남부교육지원청dd6206b2-a72a-4bdd-992a-3922a54bdb4b서울오류남초등학교병설유치원공립(병설)000010002<NA>4012020232서울특별시 구로구 서해안로24길 22