Overview

Dataset statistics

Number of variables22
Number of observations43
Missing cells43
Missing cells (%)4.5%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory8.2 KiB
Average record size in memory195.1 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
Author강남구
URLhttps://data.seoul.go.kr/dataList/OA-20676/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
수석교사자격수 has constant value ""Constant
준교사자격수 has constant value ""Constant
영양교사수 is highly imbalanced (84.1%)Imbalance
공시차수 is highly imbalanced (54.9%)Imbalance
강사수 has 43 (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
일반교사수 has 1 (2.3%) zerosZeros
기간제교사수 has 28 (65.1%) zerosZeros
사무직원수 has 11 (25.6%) zerosZeros
공정교사1급자격수 has 2 (4.7%) zerosZeros
정교사2급자격수 has 8 (18.6%) zerosZeros

Reproduction

Analysis started2024-03-13 13:14:28.748529
Analysis finished2024-03-13 13:14:29.048683
Duration0.3 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

교육청명
Categorical

CONSTANT 

Distinct1
Distinct (%)2.3%
Missing0
Missing (%)0.0%
Memory size476.0 B
서울특별시교육청
43 

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 43
100.0%

Length

2024-03-13T22:14:29.109572image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-13T22:14:29.209679image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
서울특별시교육청 43
100.0%

교육지원청명
Categorical

CONSTANT 

Distinct1
Distinct (%)2.3%
Missing0
Missing (%)0.0%
Memory size476.0 B
강남서초교육지원청
43 

Length

Max length9
Median length9
Mean length9
Min length9

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
강남서초교육지원청 43
100.0%

Length

2024-03-13T22:14:29.321404image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-13T22:14:29.430675image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
강남서초교육지원청 43
100.0%

유치원코드
Text

UNIQUE 

Distinct43
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size476.0 B
2024-03-13T22:14:29.642405image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length36
Median length36
Mean length36
Min length36

Characters and Unicode

Total characters1548
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

Unique43 ?
Unique (%)100.0%

Sample

1st row16f86a3d-1aa1-471d-bcd4-a563853f8658
2nd row18f5dfe2-27c7-47f3-af41-5a4a944a77fe
3rd row1ecec08c-ed13-b044-e053-0a32095ab044
4th row1ecec08c-ed1d-b044-e053-0a32095ab044
5th row1ecec08c-ed1e-b044-e053-0a32095ab044
ValueCountFrequency (%)
16f86a3d-1aa1-471d-bcd4-a563853f8658 1
 
2.3%
1ecec08c-fea5-b044-e053-0a32095ab044 1
 
2.3%
1ecec08d-007b-b044-e053-0a32095ab044 1
 
2.3%
1ecec08d-0184-b044-e053-0a32095ab044 1
 
2.3%
1ecec08d-01d8-b044-e053-0a32095ab044 1
 
2.3%
1ecec08d-04db-b044-e053-0a32095ab044 1
 
2.3%
1ecec08d-0a98-b044-e053-0a32095ab044 1
 
2.3%
1ecec08d-0b98-b044-e053-0a32095ab044 1
 
2.3%
1ecec08d-0d4f-b044-e053-0a32095ab044 1
 
2.3%
1ecec08d-0e4d-b044-e053-0a32095ab044 1
 
2.3%
Other values (33) 33
76.7%
2024-03-13T22:14:30.095540image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
0 247
16.0%
4 176
11.4%
- 172
11.1%
e 144
9.3%
c 107
 
6.9%
a 96
 
6.2%
3 91
 
5.9%
5 91
 
5.9%
b 87
 
5.6%
1 57
 
3.7%
Other values (7) 280
18.1%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 857
55.4%
Lowercase Letter 519
33.5%
Dash Punctuation 172
 
11.1%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
0 247
28.8%
4 176
20.5%
3 91
 
10.6%
5 91
 
10.6%
1 57
 
6.7%
8 55
 
6.4%
9 52
 
6.1%
2 47
 
5.5%
6 21
 
2.5%
7 20
 
2.3%
Lowercase Letter
ValueCountFrequency (%)
e 144
27.7%
c 107
20.6%
a 96
18.5%
b 87
16.8%
d 44
 
8.5%
f 41
 
7.9%
Dash Punctuation
ValueCountFrequency (%)
- 172
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 1029
66.5%
Latin 519
33.5%

Most frequent character per script

Common
ValueCountFrequency (%)
0 247
24.0%
4 176
17.1%
- 172
16.7%
3 91
 
8.8%
5 91
 
8.8%
1 57
 
5.5%
8 55
 
5.3%
9 52
 
5.1%
2 47
 
4.6%
6 21
 
2.0%
Latin
ValueCountFrequency (%)
e 144
27.7%
c 107
20.6%
a 96
18.5%
b 87
16.8%
d 44
 
8.5%
f 41
 
7.9%

Most occurring blocks

ValueCountFrequency (%)
ASCII 1548
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
0 247
16.0%
4 176
11.4%
- 172
11.1%
e 144
9.3%
c 107
 
6.9%
a 96
 
6.2%
3 91
 
5.9%
5 91
 
5.9%
b 87
 
5.6%
1 57
 
3.7%
Other values (7) 280
18.1%

유치원명
Text

UNIQUE 

Distinct43
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size476.0 B
2024-03-13T22:14:30.364210image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length13
Median length9
Mean length8.2790698
Min length5

Characters and Unicode

Total characters356
Distinct characters82
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

Unique43 ?
Unique (%)100.0%

Sample

1st row서울신구유치원
2nd row서울세명유치원
3rd row강남유치원
4th row서울언주초등학교병설유치원
5th row서울개원초등학교병설유치원
ValueCountFrequency (%)
서울신구유치원 1
 
2.3%
리라유치원 1
 
2.3%
초원유치원 1
 
2.3%
아란유치원 1
 
2.3%
서울율현초등학교병설유치원 1
 
2.3%
서울논현초등학교병설유치원 1
 
2.3%
오즈의마법사유치원 1
 
2.3%
반디유치원 1
 
2.3%
이화유치원 1
 
2.3%
청운교회부설유치원 1
 
2.3%
Other values (33) 33
76.7%
2024-03-13T22:14:30.760273image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
원 45
 
12.6%
유 44
 
12.4%
치 43
 
12.1%
서 19
 
5.3%
울 18
 
5.1%
초 15
 
4.2%
설 15
 
4.2%
학 15
 
4.2%
교 15
 
4.2%
등 14
 
3.9%
Other values (72) 113
31.7%

Most occurring categories

ValueCountFrequency (%)
Other Letter 356
100.0%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
원 45
 
12.6%
유 44
 
12.4%
치 43
 
12.1%
서 19
 
5.3%
울 18
 
5.1%
초 15
 
4.2%
설 15
 
4.2%
학 15
 
4.2%
교 15
 
4.2%
등 14
 
3.9%
Other values (72) 113
31.7%

Most occurring scripts

ValueCountFrequency (%)
Hangul 356
100.0%

Most frequent character per script

Hangul
ValueCountFrequency (%)
원 45
 
12.6%
유 44
 
12.4%
치 43
 
12.1%
서 19
 
5.3%
울 18
 
5.1%
초 15
 
4.2%
설 15
 
4.2%
학 15
 
4.2%
교 15
 
4.2%
등 14
 
3.9%
Other values (72) 113
31.7%

Most occurring blocks

ValueCountFrequency (%)
Hangul 356
100.0%

Most frequent character per block

Hangul
ValueCountFrequency (%)
원 45
 
12.6%
유 44
 
12.4%
치 43
 
12.1%
서 19
 
5.3%
울 18
 
5.1%
초 15
 
4.2%
설 15
 
4.2%
학 15
 
4.2%
교 15
 
4.2%
등 14
 
3.9%
Other values (72) 113
31.7%

설립유형
Categorical

Distinct4
Distinct (%)9.3%
Missing0
Missing (%)0.0%
Memory size476.0 B
사립(사인)
22 
공립(병설)
14 
공립(단설)
4 
사립(법인)
3 

Length

Max length6
Median length6
Mean length6
Min length6

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
사립(사인) 22
51.2%
공립(병설) 14
32.6%
공립(단설) 4
 
9.3%
사립(법인) 3
 
7.0%

Length

2024-03-13T22:14:30.903911image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-13T22:14:31.018036image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
사립(사인 22
51.2%
공립(병설 14
32.6%
공립(단설 4
 
9.3%
사립(법인 3
 
7.0%

원장수
Categorical

Distinct2
Distinct (%)4.7%
Missing0
Missing (%)0.0%
Memory size476.0 B
1
29 
0
14 

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 29
67.4%
0 14
32.6%

Length

2024-03-13T22:14:31.137872image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-13T22:14:31.239492image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
1 29
67.4%
0 14
32.6%

원감수
Categorical

Distinct2
Distinct (%)4.7%
Missing0
Missing (%)0.0%
Memory size476.0 B
1
24 
0
19 

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
55.8%
0 19
44.2%

Length

2024-03-13T22:14:31.379432image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-13T22:14:31.544070image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
1 24
55.8%
0 19
44.2%

수석교사수
Categorical

CONSTANT 

Distinct1
Distinct (%)2.3%
Missing0
Missing (%)0.0%
Memory size476.0 B
0
43 

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 43
100.0%

Length

2024-03-13T22:14:31.684548image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-13T22:14:31.792509image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 43
100.0%

보직교사수
Categorical

Distinct3
Distinct (%)7.0%
Missing0
Missing (%)0.0%
Memory size476.0 B
0
26 
1
12 
2
5 

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
0 26
60.5%
1 12
27.9%
2 5
 
11.6%

Length

2024-03-13T22:14:31.919088image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-13T22:14:32.063746image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 26
60.5%
1 12
27.9%
2 5
 
11.6%

일반교사수
Real number (ℝ)

ZEROS 

Distinct15
Distinct (%)34.9%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean6.2325581
Minimum0
Maximum36
Zeros1
Zeros (%)2.3%
Negative0
Negative (%)0.0%
Memory size519.0 B
2024-03-13T22:14:32.527079image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile2
Q13
median4
Q38
95-th percentile16.7
Maximum36
Range36
Interquartile range (IQR)5

Descriptive statistics

Standard deviation6.202293
Coefficient of variation (CV)0.99514403
Kurtosis12.151713
Mean6.2325581
Median Absolute Deviation (MAD)2
Skewness2.9970538
Sum268
Variance38.468439
MonotonicityNot monotonic
2024-03-13T22:14:32.654717image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=15)
ValueCountFrequency (%)
3 10
23.3%
2 8
18.6%
8 4
 
9.3%
7 4
 
9.3%
5 3
 
7.0%
4 3
 
7.0%
9 2
 
4.7%
10 2
 
4.7%
17 1
 
2.3%
1 1
 
2.3%
Other values (5) 5
11.6%
ValueCountFrequency (%)
0 1
 
2.3%
1 1
 
2.3%
2 8
18.6%
3 10
23.3%
4 3
 
7.0%
5 3
 
7.0%
7 4
 
9.3%
8 4
 
9.3%
9 2
 
4.7%
10 2
 
4.7%
ValueCountFrequency (%)
36 1
 
2.3%
18 1
 
2.3%
17 1
 
2.3%
14 1
 
2.3%
11 1
 
2.3%
10 2
4.7%
9 2
4.7%
8 4
9.3%
7 4
9.3%
5 3
7.0%

특수교사수
Categorical

Distinct2
Distinct (%)4.7%
Missing0
Missing (%)0.0%
Memory size476.0 B
0
38 
1
5 

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
88.4%
1 5
 
11.6%

Length

2024-03-13T22:14:32.773646image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-13T22:14:32.890501image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 38
88.4%
1 5
 
11.6%

보건교사수
Categorical

CONSTANT 

Distinct1
Distinct (%)2.3%
Missing0
Missing (%)0.0%
Memory size476.0 B
0
43 

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 43
100.0%

Length

2024-03-13T22:14:33.008494image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-13T22:14:33.111389image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 43
100.0%

영양교사수
Categorical

IMBALANCE 

Distinct2
Distinct (%)4.7%
Missing0
Missing (%)0.0%
Memory size476.0 B
0
42 
1
 
1

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique1 ?
Unique (%)2.3%

Sample

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

Common Values

ValueCountFrequency (%)
0 42
97.7%
1 1
 
2.3%

Length

2024-03-13T22:14:33.237298image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-13T22:14:33.354751image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 42
97.7%
1 1
 
2.3%

기간제교사수
Real number (ℝ)

ZEROS 

Distinct8
Distinct (%)18.6%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.1627907
Minimum0
Maximum8
Zeros28
Zeros (%)65.1%
Negative0
Negative (%)0.0%
Memory size519.0 B
2024-03-13T22:14:33.449925image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q31.5
95-th percentile5
Maximum8
Range8
Interquartile range (IQR)1.5

Descriptive statistics

Standard deviation1.9991693
Coefficient of variation (CV)1.7192856
Kurtosis2.608268
Mean1.1627907
Median Absolute Deviation (MAD)0
Skewness1.7902637
Sum50
Variance3.9966777
MonotonicityNot monotonic
2024-03-13T22:14:33.611107image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=8)
ValueCountFrequency (%)
0 28
65.1%
3 4
 
9.3%
1 4
 
9.3%
5 2
 
4.7%
4 2
 
4.7%
6 1
 
2.3%
8 1
 
2.3%
2 1
 
2.3%
ValueCountFrequency (%)
0 28
65.1%
1 4
 
9.3%
2 1
 
2.3%
3 4
 
9.3%
4 2
 
4.7%
5 2
 
4.7%
6 1
 
2.3%
8 1
 
2.3%
ValueCountFrequency (%)
8 1
 
2.3%
6 1
 
2.3%
5 2
 
4.7%
4 2
 
4.7%
3 4
 
9.3%
2 1
 
2.3%
1 4
 
9.3%
0 28
65.1%

강사수
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing43
Missing (%)100.0%
Memory size519.0 B

사무직원수
Real number (ℝ)

ZEROS 

Distinct13
Distinct (%)30.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean4
Minimum0
Maximum20
Zeros11
Zeros (%)25.6%
Negative0
Negative (%)0.0%
Memory size519.0 B
2024-03-13T22:14:33.757704image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10.5
median3
Q36
95-th percentile11.9
Maximum20
Range20
Interquartile range (IQR)5.5

Descriptive statistics

Standard deviation4.4668088
Coefficient of variation (CV)1.1167022
Kurtosis2.9100196
Mean4
Median Absolute Deviation (MAD)3
Skewness1.5970484
Sum172
Variance19.952381
MonotonicityNot monotonic
2024-03-13T22:14:33.896589image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=13)
ValueCountFrequency (%)
0 11
25.6%
2 5
11.6%
1 5
11.6%
6 4
 
9.3%
4 4
 
9.3%
3 3
 
7.0%
5 3
 
7.0%
11 2
 
4.7%
8 2
 
4.7%
12 1
 
2.3%
Other values (3) 3
 
7.0%
ValueCountFrequency (%)
0 11
25.6%
1 5
11.6%
2 5
11.6%
3 3
 
7.0%
4 4
 
9.3%
5 3
 
7.0%
6 4
 
9.3%
8 2
 
4.7%
9 1
 
2.3%
11 2
 
4.7%
ValueCountFrequency (%)
20 1
 
2.3%
14 1
 
2.3%
12 1
 
2.3%
11 2
4.7%
9 1
 
2.3%
8 2
4.7%
6 4
9.3%
5 3
7.0%
4 4
9.3%
3 3
7.0%

수석교사자격수
Categorical

CONSTANT 

Distinct1
Distinct (%)2.3%
Missing0
Missing (%)0.0%
Memory size476.0 B
0
43 

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 43
100.0%

Length

2024-03-13T22:14:34.051831image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-13T22:14:34.159208image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 43
100.0%

공정교사1급자격수
Real number (ℝ)

ZEROS 

Distinct11
Distinct (%)25.6%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean3.5348837
Minimum0
Maximum11
Zeros2
Zeros (%)4.7%
Negative0
Negative (%)0.0%
Memory size519.0 B
2024-03-13T22:14:34.292114image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile1
Q12
median3
Q34
95-th percentile8
Maximum11
Range11
Interquartile range (IQR)2

Descriptive statistics

Standard deviation2.4528782
Coefficient of variation (CV)0.69390632
Kurtosis1.709316
Mean3.5348837
Median Absolute Deviation (MAD)1
Skewness1.21983
Sum152
Variance6.0166113
MonotonicityNot monotonic
2024-03-13T22:14:34.467613image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=11)
ValueCountFrequency (%)
3 11
25.6%
4 9
20.9%
1 7
16.3%
2 5
11.6%
6 2
 
4.7%
5 2
 
4.7%
8 2
 
4.7%
0 2
 
4.7%
7 1
 
2.3%
10 1
 
2.3%
ValueCountFrequency (%)
0 2
 
4.7%
1 7
16.3%
2 5
11.6%
3 11
25.6%
4 9
20.9%
5 2
 
4.7%
6 2
 
4.7%
7 1
 
2.3%
8 2
 
4.7%
10 1
 
2.3%
ValueCountFrequency (%)
11 1
 
2.3%
10 1
 
2.3%
8 2
 
4.7%
7 1
 
2.3%
6 2
 
4.7%
5 2
 
4.7%
4 9
20.9%
3 11
25.6%
2 5
11.6%
1 7
16.3%

정교사2급자격수
Real number (ℝ)

ZEROS 

Distinct11
Distinct (%)25.6%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean3.6976744
Minimum0
Maximum28
Zeros8
Zeros (%)18.6%
Negative0
Negative (%)0.0%
Memory size519.0 B
2024-03-13T22:14:34.583736image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q11
median2
Q35
95-th percentile12.5
Maximum28
Range28
Interquartile range (IQR)4

Descriptive statistics

Standard deviation4.8869841
Coefficient of variation (CV)1.3216372
Kurtosis14.41172
Mean3.6976744
Median Absolute Deviation (MAD)2
Skewness3.3294809
Sum159
Variance23.882614
MonotonicityNot monotonic
2024-03-13T22:14:34.712204image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=11)
ValueCountFrequency (%)
2 10
23.3%
0 8
18.6%
1 6
14.0%
4 4
 
9.3%
6 4
 
9.3%
5 3
 
7.0%
3 3
 
7.0%
13 2
 
4.7%
7 1
 
2.3%
8 1
 
2.3%
ValueCountFrequency (%)
0 8
18.6%
1 6
14.0%
2 10
23.3%
3 3
 
7.0%
4 4
 
9.3%
5 3
 
7.0%
6 4
 
9.3%
7 1
 
2.3%
8 1
 
2.3%
13 2
 
4.7%
ValueCountFrequency (%)
28 1
 
2.3%
13 2
 
4.7%
8 1
 
2.3%
7 1
 
2.3%
6 4
 
9.3%
5 3
 
7.0%
4 4
 
9.3%
3 3
 
7.0%
2 10
23.3%
1 6
14.0%

준교사자격수
Categorical

CONSTANT 

Distinct1
Distinct (%)2.3%
Missing0
Missing (%)0.0%
Memory size476.0 B
0
43 

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 43
100.0%

Length

2024-03-13T22:14:34.843508image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-13T22:14:34.965666image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 43
100.0%

공시차수
Categorical

IMBALANCE 

Distinct5
Distinct (%)11.6%
Missing0
Missing (%)0.0%
Memory size476.0 B
20232
35 
20182
 
3
20202
 
2
20192
 
2
20212
 
1

Length

Max length5
Median length5
Mean length5
Min length5

Unique

Unique1 ?
Unique (%)2.3%

Sample

1st row20232
2nd row20232
3rd row20202
4th row20232
5th row20182

Common Values

ValueCountFrequency (%)
20232 35
81.4%
20182 3
 
7.0%
20202 2
 
4.7%
20192 2
 
4.7%
20212 1
 
2.3%

Length

2024-03-13T22:14:35.090364image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-13T22:14:35.219438image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
20232 35
81.4%
20182 3
 
7.0%
20202 2
 
4.7%
20192 2
 
4.7%
20212 1
 
2.3%

주소
Text

UNIQUE 

Distinct43
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size476.0 B
2024-03-13T22:14:35.499905image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length22
Median length21
Mean length18.790698
Min length16

Characters and Unicode

Total characters808
Distinct characters53
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

Unique43 ?
Unique (%)100.0%

Sample

1st row서울특별시 강남구 압구정로18길 28
2nd row서울특별시 강남구 자곡로 55
3rd row서울특별시 강남구 선릉로129길 31
4th row서울특별시 강남구 남부순환로363길 19
5th row서울특별시 강남구 선릉로 29
ValueCountFrequency (%)
서울특별시 43
25.0%
강남구 43
25.0%
15 4
 
2.3%
5 3
 
1.7%
28 3
 
1.7%
17 3
 
1.7%
선릉로 2
 
1.2%
21 2
 
1.2%
일원로 2
 
1.2%
자곡로 2
 
1.2%
Other values (62) 65
37.8%
2024-03-13T22:14:35.968250image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
129
16.0%
구 47
 
5.8%
1 47
 
5.8%
남 46
 
5.7%
강 45
 
5.6%
서 43
 
5.3%
특 43
 
5.3%
별 43
 
5.3%
시 43
 
5.3%
울 43
 
5.3%
Other values (43) 279
34.5%

Most occurring categories

ValueCountFrequency (%)
Other Letter 515
63.7%
Decimal Number 163
 
20.2%
Space Separator 129
 
16.0%
Dash Punctuation 1
 
0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
구 47
9.1%
남 46
8.9%
강 45
8.7%
서 43
8.3%
특 43
8.3%
별 43
8.3%
시 43
8.3%
울 43
8.3%
로 43
8.3%
길 32
 
6.2%
Other values (31) 87
16.9%
Decimal Number
ValueCountFrequency (%)
1 47
28.8%
2 23
14.1%
5 20
12.3%
6 14
 
8.6%
8 12
 
7.4%
7 10
 
6.1%
4 10
 
6.1%
3 10
 
6.1%
0 9
 
5.5%
9 8
 
4.9%
Space Separator
ValueCountFrequency (%)
129
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 515
63.7%
Common 293
36.3%

Most frequent character per script

Hangul
ValueCountFrequency (%)
구 47
9.1%
남 46
8.9%
강 45
8.7%
서 43
8.3%
특 43
8.3%
별 43
8.3%
시 43
8.3%
울 43
8.3%
로 43
8.3%
길 32
 
6.2%
Other values (31) 87
16.9%
Common
ValueCountFrequency (%)
129
44.0%
1 47
 
16.0%
2 23
 
7.8%
5 20
 
6.8%
6 14
 
4.8%
8 12
 
4.1%
7 10
 
3.4%
4 10
 
3.4%
3 10
 
3.4%
0 9
 
3.1%
Other values (2) 9
 
3.1%

Most occurring blocks

ValueCountFrequency (%)
Hangul 515
63.7%
ASCII 293
36.3%

Most frequent character per block

ASCII
ValueCountFrequency (%)
129
44.0%
1 47
 
16.0%
2 23
 
7.8%
5 20
 
6.8%
6 14
 
4.8%
8 12
 
4.1%
7 10
 
3.4%
4 10
 
3.4%
3 10
 
3.4%
0 9
 
3.1%
Other values (2) 9
 
3.1%
Hangul
ValueCountFrequency (%)
구 47
9.1%
남 46
8.9%
강 45
8.7%
서 43
8.3%
특 43
8.3%
별 43
8.3%
시 43
8.3%
울 43
8.3%
로 43
8.3%
길 32
 
6.2%
Other values (31) 87
16.9%

Sample

교육청명교육지원청명유치원코드유치원명설립유형원장수원감수수석교사수보직교사수일반교사수특수교사수보건교사수영양교사수기간제교사수강사수사무직원수수석교사자격수공정교사1급자격수정교사2급자격수준교사자격수공시차수주소
0서울특별시교육청강남서초교육지원청16f86a3d-1aa1-471d-bcd4-a563853f8658서울신구유치원공립(단설)110230005<NA>3032020232서울특별시 강남구 압구정로18길 28
1서울특별시교육청강남서초교육지원청18f5dfe2-27c7-47f3-af41-5a4a944a77fe서울세명유치원공립(단설)110230003<NA>12062020232서울특별시 강남구 자곡로 55
2서울특별시교육청강남서초교육지원청1ecec08c-ed13-b044-e053-0a32095ab044강남유치원사립(사인)110050000<NA>5032020202서울특별시 강남구 선릉로129길 31
3서울특별시교육청강남서초교육지원청1ecec08c-ed1d-b044-e053-0a32095ab044서울언주초등학교병설유치원공립(병설)000120000<NA>6021020232서울특별시 강남구 남부순환로363길 19
4서울특별시교육청강남서초교육지원청1ecec08c-ed1e-b044-e053-0a32095ab044서울개원초등학교병설유치원공립(병설)000120004<NA>2034020182서울특별시 강남구 선릉로 29
5서울특별시교육청강남서초교육지원청1ecec08c-ef04-b044-e053-0a32095ab044도곡렉슬유치원사립(사인)1100170004<NA>110413020232서울특별시 강남구 선릉로 221
6서울특별시교육청강남서초교육지원청1ecec08c-efef-b044-e053-0a32095ab044영동제일유치원사립(사인)100090000<NA>11045020232서울특별시 강남구 삼성로120길 28
7서울특별시교육청강남서초교육지원청1ecec08c-f42d-b044-e053-0a32095ab044서울수서초등학교병설유치원공립(병설)000120000<NA>4012020232서울특별시 강남구 광평로51길 46
8서울특별시교육청강남서초교육지원청1ecec08c-f43c-b044-e053-0a32095ab044선경유치원사립(사인)100030000<NA>0012020232서울특별시 강남구 삼성로 151
9서울특별시교육청강남서초교육지원청1ecec08c-f43d-b044-e053-0a32095ab044신아유치원사립(사인)110080000<NA>0071020232서울특별시 강남구 개포로110길 15
교육청명교육지원청명유치원코드유치원명설립유형원장수원감수수석교사수보직교사수일반교사수특수교사수보건교사수영양교사수기간제교사수강사수사무직원수수석교사자격수공정교사1급자격수정교사2급자격수준교사자격수공시차수주소
33서울특별시교육청강남서초교육지원청1ecec08d-0e61-b044-e053-0a32095ab044서울대현초등학교병설유치원공립(병설)000130000<NA>6030020232서울특별시 강남구 역삼로98길 16
34서울특별시교육청강남서초교육지원청1ecec08d-0e63-b044-e053-0a32095ab044성결유치원사립(사인)100040000<NA>2004020232서울특별시 강남구 언주로121길 5
35서울특별시교육청강남서초교육지원청1ecec08d-0e64-b044-e053-0a32095ab044성요셉유치원사립(법인)110080000<NA>8035020232서울특별시 강남구 압구정로77길 28
36서울특별시교육청강남서초교육지원청1ecec08d-0e65-b044-e053-0a32095ab044소망유치원사립(사인)110000000<NA>0000020232서울특별시 강남구 광평로56길 11
37서울특별시교육청강남서초교육지원청1fd6777e-1508-e0b0-e053-0a32095ae0b0서울은곡유치원공립(단설)110251005<NA>90111020232서울특별시 강남구 헌릉로569길 41
38서울특별시교육청강남서초교육지원청34140010-58e8-44b4-9e91-49d5eb6669e1강남유정유치원사립(사인)1100360000<NA>200828020232서울특별시 강남구 광평로34길 17
39서울특별시교육청강남서초교육지원청3cedfdf0-2006-43f2-853b-29e001e6637a서울영희초등학교병설유치원공립(병설)010131003<NA>2043020232서울특별시 강남구 일원로 21
40서울특별시교육청강남서초교육지원청b2d7325d-5742-4adf-ad7a-4fcc9ea8f9dc서울청담초등학교병설유치원공립(병설)000030000<NA>4021020232서울특별시 강남구 압구정로71길 9
41서울특별시교육청강남서초교육지원청d66d57de-9a60-4eab-8ca9-38b9d53c57e0서울포이초등학교병설유치원공립(병설)000120000<NA>4030020232서울특별시 강남구 개포로22길 87
42서울특별시교육청강남서초교육지원청fccf9482-0b1c-4f4b-a7e7-cffe7f40b07b서울학동초등학교병설유치원공립(병설)000120000<NA>4021020232서울특별시 강남구 선릉로115길 42