Overview

Dataset statistics

Number of variables22
Number of observations61
Missing cells61
Missing cells (%)4.5%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory11.6 KiB
Average record size in memory194.2 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
Author강서구
URLhttps://data.seoul.go.kr/dataList/OA-20669/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 (66.7%)Imbalance
보건교사수 is highly imbalanced (87.9%)Imbalance
영양교사수 is highly imbalanced (71.7%)Imbalance
강사수 has 61 (100.0%) missing valuesMissing
유치원코드 has unique valuesUnique
유치원명 has unique valuesUnique
강사수 is an unsupported type, check if it needs cleaning or further analysisUnsupported
일반교사수 has 1 (1.6%) zerosZeros
사무직원수 has 12 (19.7%) zerosZeros
공정교사1급자격수 has 9 (14.8%) zerosZeros
정교사2급자격수 has 10 (16.4%) zerosZeros

Reproduction

Analysis started2024-03-13 19:21:23.935132
Analysis finished2024-03-13 19:21:24.125974
Duration0.19 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

교육청명
Categorical

CONSTANT 

Distinct1
Distinct (%)1.6%
Missing0
Missing (%)0.0%
Memory size620.0 B
서울특별시교육청
61 

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 61
100.0%

Length

2024-03-14T04:21:24.171828image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-14T04:21:24.251132image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
서울특별시교육청 61
100.0%

교육지원청명
Categorical

CONSTANT 

Distinct1
Distinct (%)1.6%
Missing0
Missing (%)0.0%
Memory size620.0 B
강서양천교육지원청
61 

Length

Max length9
Median length9
Mean length9
Min length9

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
강서양천교육지원청 61
100.0%

Length

2024-03-14T04:21:24.324353image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-14T04:21:24.395843image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
강서양천교육지원청 61
100.0%

유치원코드
Text

UNIQUE 

Distinct61
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size620.0 B
2024-03-14T04:21:24.548242image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length36
Median length36
Mean length36
Min length36

Characters and Unicode

Total characters2196
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

Unique61 ?
Unique (%)100.0%

Sample

1st row1ecec08c-ed82-b044-e053-0a32095ab044
2nd row1ecec08c-eec6-b044-e053-0a32095ab044
3rd row1ecec08c-eec7-b044-e053-0a32095ab044
4th row1ecec08c-ef9c-b044-e053-0a32095ab044
5th row1ecec08c-f199-b044-e053-0a32095ab044
ValueCountFrequency (%)
1ecec08c-ed82-b044-e053-0a32095ab044 1
 
1.6%
1ecec08d-04c7-b044-e053-0a32095ab044 1
 
1.6%
1ecec08d-05b9-b044-e053-0a32095ab044 1
 
1.6%
1ecec08d-06b7-b044-e053-0a32095ab044 1
 
1.6%
1ecec08d-08ba-b044-e053-0a32095ab044 1
 
1.6%
1ecec08d-08bd-b044-e053-0a32095ab044 1
 
1.6%
1ecec08d-0993-b044-e053-0a32095ab044 1
 
1.6%
1ecec08d-09f0-b044-e053-0a32095ab044 1
 
1.6%
1ecec08d-0b2b-b044-e053-0a32095ab044 1
 
1.6%
1ecec08d-0c02-b044-e053-0a32095ab044 1
 
1.6%
Other values (51) 51
83.6%
2024-03-14T04:21:24.856876image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
0 325
14.8%
- 244
11.1%
4 218
9.9%
e 174
 
7.9%
c 154
 
7.0%
a 138
 
6.3%
5 138
 
6.3%
b 134
 
6.1%
3 131
 
6.0%
8 88
 
4.0%
Other values (7) 452
20.6%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 1226
55.8%
Lowercase Letter 726
33.1%
Dash Punctuation 244
 
11.1%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
0 325
26.5%
4 218
17.8%
5 138
11.3%
3 131
10.7%
8 88
 
7.2%
9 87
 
7.1%
1 81
 
6.6%
2 78
 
6.4%
7 44
 
3.6%
6 36
 
2.9%
Lowercase Letter
ValueCountFrequency (%)
e 174
24.0%
c 154
21.2%
a 138
19.0%
b 134
18.5%
d 63
 
8.7%
f 63
 
8.7%
Dash Punctuation
ValueCountFrequency (%)
- 244
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 1470
66.9%
Latin 726
33.1%

Most frequent character per script

Common
ValueCountFrequency (%)
0 325
22.1%
- 244
16.6%
4 218
14.8%
5 138
9.4%
3 131
8.9%
8 88
 
6.0%
9 87
 
5.9%
1 81
 
5.5%
2 78
 
5.3%
7 44
 
3.0%
Latin
ValueCountFrequency (%)
e 174
24.0%
c 154
21.2%
a 138
19.0%
b 134
18.5%
d 63
 
8.7%
f 63
 
8.7%

Most occurring blocks

ValueCountFrequency (%)
ASCII 2196
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
0 325
14.8%
- 244
11.1%
4 218
9.9%
e 174
 
7.9%
c 154
 
7.0%
a 138
 
6.3%
5 138
 
6.3%
b 134
 
6.1%
3 131
 
6.0%
8 88
 
4.0%
Other values (7) 452
20.6%

유치원명
Text

UNIQUE 

Distinct61
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size620.0 B
2024-03-14T04:21:25.054078image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length14
Median length5
Mean length7.4098361
Min length5

Characters and Unicode

Total characters452
Distinct characters83
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

Unique61 ?
Unique (%)100.0%

Sample

1st row서울공항초등학교병설유치원
2nd row한나유치원
3rd row화곡유치원
4th row선미유치원
5th row서울공진초등학교병설유치원
ValueCountFrequency (%)
서울공항초등학교병설유치원 1
 
1.6%
동그라미유치원 1
 
1.6%
등촌제일유치원 1
 
1.6%
미래클유치원 1
 
1.6%
장미유치원 1
 
1.6%
홍신유치원 1
 
1.6%
아람유치원 1
 
1.6%
서울화일초등학교병설유치원 1
 
1.6%
윤서유치원 1
 
1.6%
미도유치원 1
 
1.6%
Other values (51) 51
83.6%
2024-03-14T04:21:25.328657image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
유 63
13.9%
원 62
13.7%
치 61
13.5%
서 21
 
4.6%
등 20
 
4.4%
울 18
 
4.0%
설 15
 
3.3%
병 15
 
3.3%
교 15
 
3.3%
학 15
 
3.3%
Other values (73) 147
32.5%

Most occurring categories

ValueCountFrequency (%)
Other Letter 452
100.0%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
유 63
13.9%
원 62
13.7%
치 61
13.5%
서 21
 
4.6%
등 20
 
4.4%
울 18
 
4.0%
설 15
 
3.3%
병 15
 
3.3%
교 15
 
3.3%
학 15
 
3.3%
Other values (73) 147
32.5%

Most occurring scripts

ValueCountFrequency (%)
Hangul 452
100.0%

Most frequent character per script

Hangul
ValueCountFrequency (%)
유 63
13.9%
원 62
13.7%
치 61
13.5%
서 21
 
4.6%
등 20
 
4.4%
울 18
 
4.0%
설 15
 
3.3%
병 15
 
3.3%
교 15
 
3.3%
학 15
 
3.3%
Other values (73) 147
32.5%

Most occurring blocks

ValueCountFrequency (%)
Hangul 452
100.0%

Most frequent character per block

Hangul
ValueCountFrequency (%)
유 63
13.9%
원 62
13.7%
치 61
13.5%
서 21
 
4.6%
등 20
 
4.4%
울 18
 
4.0%
설 15
 
3.3%
병 15
 
3.3%
교 15
 
3.3%
학 15
 
3.3%
Other values (73) 147
32.5%

설립유형
Categorical

Distinct4
Distinct (%)6.6%
Missing0
Missing (%)0.0%
Memory size620.0 B
사립(사인)
39 
공립(병설)
15 
사립(법인)
4 
공립(단설)
 
3

Length

Max length6
Median length6
Mean length6
Min length6

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
사립(사인) 39
63.9%
공립(병설) 15
 
24.6%
사립(법인) 4
 
6.6%
공립(단설) 3
 
4.9%

Length

2024-03-14T04:21:25.432101image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-14T04:21:25.507536image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
사립(사인 39
63.9%
공립(병설 15
 
24.6%
사립(법인 4
 
6.6%
공립(단설 3
 
4.9%

원장수
Categorical

Distinct2
Distinct (%)3.3%
Missing0
Missing (%)0.0%
Memory size620.0 B
1
44 
0
17 

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
1 44
72.1%
0 17
 
27.9%

Length

2024-03-14T04:21:25.591907image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-14T04:21:25.667034image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
1 44
72.1%
0 17
 
27.9%

원감수
Categorical

Distinct2
Distinct (%)3.3%
Missing0
Missing (%)0.0%
Memory size620.0 B
0
32 
1
29 

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
0 32
52.5%
1 29
47.5%

Length

2024-03-14T04:21:25.745690image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-14T04:21:25.824337image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 32
52.5%
1 29
47.5%

수석교사수
Categorical

CONSTANT 

Distinct1
Distinct (%)1.6%
Missing0
Missing (%)0.0%
Memory size620.0 B
0
61 

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 61
100.0%

Length

2024-03-14T04:21:25.900367image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-14T04:21:25.968677image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 61
100.0%

보직교사수
Categorical

Distinct3
Distinct (%)4.9%
Missing0
Missing (%)0.0%
Memory size620.0 B
0
43 
1
16 
2
 
2

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
0 43
70.5%
1 16
 
26.2%
2 2
 
3.3%

Length

2024-03-14T04:21:26.039806image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-14T04:21:26.112278image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 43
70.5%
1 16
 
26.2%
2 2
 
3.3%

일반교사수
Real number (ℝ)

ZEROS 

Distinct17
Distinct (%)27.9%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean5.8688525
Minimum0
Maximum26
Zeros1
Zeros (%)1.6%
Negative0
Negative (%)0.0%
Memory size681.0 B
2024-03-14T04:21:26.182167image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile2
Q13
median4
Q38
95-th percentile13
Maximum26
Range26
Interquartile range (IQR)5

Descriptive statistics

Standard deviation4.4627174
Coefficient of variation (CV)0.76040716
Kurtosis5.6228701
Mean5.8688525
Median Absolute Deviation (MAD)2
Skewness1.8438339
Sum358
Variance19.915847
MonotonicityNot monotonic
2024-03-14T04:21:26.264818image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=17)
ValueCountFrequency (%)
2 12
19.7%
4 8
13.1%
3 8
13.1%
7 7
11.5%
8 4
 
6.6%
11 4
 
6.6%
5 4
 
6.6%
10 3
 
4.9%
1 2
 
3.3%
6 2
 
3.3%
Other values (7) 7
11.5%
ValueCountFrequency (%)
0 1
 
1.6%
1 2
 
3.3%
2 12
19.7%
3 8
13.1%
4 8
13.1%
5 4
 
6.6%
6 2
 
3.3%
7 7
11.5%
8 4
 
6.6%
9 1
 
1.6%
ValueCountFrequency (%)
26 1
 
1.6%
15 1
 
1.6%
14 1
 
1.6%
13 1
 
1.6%
12 1
 
1.6%
11 4
6.6%
10 3
4.9%
9 1
 
1.6%
8 4
6.6%
7 7
11.5%

특수교사수
Categorical

IMBALANCE 

Distinct3
Distinct (%)4.9%
Missing0
Missing (%)0.0%
Memory size620.0 B
0
55 
1
 
5
2
 
1

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique1 ?
Unique (%)1.6%

Sample

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

Common Values

ValueCountFrequency (%)
0 55
90.2%
1 5
 
8.2%
2 1
 
1.6%

Length

2024-03-14T04:21:26.351542image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-14T04:21:26.425918image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 55
90.2%
1 5
 
8.2%
2 1
 
1.6%

보건교사수
Categorical

IMBALANCE 

Distinct2
Distinct (%)3.3%
Missing0
Missing (%)0.0%
Memory size620.0 B
0
60 
1
 
1

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique1 ?
Unique (%)1.6%

Sample

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

Common Values

ValueCountFrequency (%)
0 60
98.4%
1 1
 
1.6%

Length

2024-03-14T04:21:26.506610image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-14T04:21:26.594414image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 60
98.4%
1 1
 
1.6%

영양교사수
Categorical

IMBALANCE 

Distinct2
Distinct (%)3.3%
Missing0
Missing (%)0.0%
Memory size620.0 B
0
58 
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 58
95.1%
1 3
 
4.9%

Length

2024-03-14T04:21:26.676195image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-14T04:21:26.749659image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 58
95.1%
1 3
 
4.9%

기간제교사수
Categorical

Distinct4
Distinct (%)6.6%
Missing0
Missing (%)0.0%
Memory size620.0 B
0
48 
1
6 
2
5 
3
 
2

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 48
78.7%
1 6
 
9.8%
2 5
 
8.2%
3 2
 
3.3%

Length

2024-03-14T04:21:26.824210image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-14T04:21:26.913138image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 48
78.7%
1 6
 
9.8%
2 5
 
8.2%
3 2
 
3.3%

강사수
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing61
Missing (%)100.0%
Memory size681.0 B

사무직원수
Real number (ℝ)

ZEROS 

Distinct13
Distinct (%)21.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean3.4754098
Minimum0
Maximum16
Zeros12
Zeros (%)19.7%
Negative0
Negative (%)0.0%
Memory size681.0 B
2024-03-14T04:21:27.014969image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q11
median2
Q35
95-th percentile13
Maximum16
Range16
Interquartile range (IQR)4

Descriptive statistics

Standard deviation3.8669823
Coefficient of variation (CV)1.1126694
Kurtosis2.8827661
Mean3.4754098
Median Absolute Deviation (MAD)2
Skewness1.7155059
Sum212
Variance14.953552
MonotonicityNot monotonic
2024-03-14T04:21:27.113558image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=13)
ValueCountFrequency (%)
1 13
21.3%
0 12
19.7%
2 8
13.1%
4 7
11.5%
6 5
 
8.2%
3 4
 
6.6%
5 3
 
4.9%
7 3
 
4.9%
15 2
 
3.3%
10 1
 
1.6%
Other values (3) 3
 
4.9%
ValueCountFrequency (%)
0 12
19.7%
1 13
21.3%
2 8
13.1%
3 4
 
6.6%
4 7
11.5%
5 3
 
4.9%
6 5
 
8.2%
7 3
 
4.9%
8 1
 
1.6%
10 1
 
1.6%
ValueCountFrequency (%)
16 1
 
1.6%
15 2
 
3.3%
13 1
 
1.6%
10 1
 
1.6%
8 1
 
1.6%
7 3
4.9%
6 5
8.2%
5 3
4.9%
4 7
11.5%
3 4
6.6%

수석교사자격수
Categorical

CONSTANT 

Distinct1
Distinct (%)1.6%
Missing0
Missing (%)0.0%
Memory size620.0 B
0
61 

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 61
100.0%

Length

2024-03-14T04:21:27.205055image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-14T04:21:27.275154image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 61
100.0%

공정교사1급자격수
Real number (ℝ)

ZEROS 

Distinct9
Distinct (%)14.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2.5409836
Minimum0
Maximum12
Zeros9
Zeros (%)14.8%
Negative0
Negative (%)0.0%
Memory size681.0 B
2024-03-14T04:21:27.339932image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q11
median2
Q34
95-th percentile6
Maximum12
Range12
Interquartile range (IQR)3

Descriptive statistics

Standard deviation2.0942283
Coefficient of variation (CV)0.82418019
Kurtosis5.7104654
Mean2.5409836
Median Absolute Deviation (MAD)1
Skewness1.6739755
Sum155
Variance4.3857923
MonotonicityNot monotonic
2024-03-14T04:21:27.423737image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=9)
ValueCountFrequency (%)
1 12
19.7%
4 12
19.7%
2 12
19.7%
3 10
16.4%
0 9
14.8%
6 2
 
3.3%
5 2
 
3.3%
12 1
 
1.6%
7 1
 
1.6%
ValueCountFrequency (%)
0 9
14.8%
1 12
19.7%
2 12
19.7%
3 10
16.4%
4 12
19.7%
5 2
 
3.3%
6 2
 
3.3%
7 1
 
1.6%
12 1
 
1.6%
ValueCountFrequency (%)
12 1
 
1.6%
7 1
 
1.6%
6 2
 
3.3%
5 2
 
3.3%
4 12
19.7%
3 10
16.4%
2 12
19.7%
1 12
19.7%
0 9
14.8%

정교사2급자격수
Real number (ℝ)

ZEROS 

Distinct12
Distinct (%)19.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean3.6885246
Minimum0
Maximum14
Zeros10
Zeros (%)16.4%
Negative0
Negative (%)0.0%
Memory size681.0 B
2024-03-14T04:21:27.508418image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q11
median3
Q36
95-th percentile10
Maximum14
Range14
Interquartile range (IQR)5

Descriptive statistics

Standard deviation3.2941412
Coefficient of variation (CV)0.89307828
Kurtosis0.36347514
Mean3.6885246
Median Absolute Deviation (MAD)2
Skewness0.94157223
Sum225
Variance10.851366
MonotonicityNot monotonic
2024-03-14T04:21:27.586848image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=12)
ValueCountFrequency (%)
0 10
16.4%
1 10
16.4%
3 9
14.8%
2 7
11.5%
5 5
8.2%
7 4
 
6.6%
10 4
 
6.6%
4 4
 
6.6%
6 3
 
4.9%
8 3
 
4.9%
Other values (2) 2
 
3.3%
ValueCountFrequency (%)
0 10
16.4%
1 10
16.4%
2 7
11.5%
3 9
14.8%
4 4
 
6.6%
5 5
8.2%
6 3
 
4.9%
7 4
 
6.6%
8 3
 
4.9%
9 1
 
1.6%
ValueCountFrequency (%)
14 1
 
1.6%
10 4
6.6%
9 1
 
1.6%
8 3
 
4.9%
7 4
6.6%
6 3
 
4.9%
5 5
8.2%
4 4
6.6%
3 9
14.8%
2 7
11.5%

준교사자격수
Categorical

CONSTANT 

Distinct1
Distinct (%)1.6%
Missing0
Missing (%)0.0%
Memory size620.0 B
0
61 

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 61
100.0%

Length

2024-03-14T04:21:27.676292image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-14T04:21:27.748322image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 61
100.0%

공시차수
Real number (ℝ)

Distinct8
Distinct (%)13.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean20226.361
Minimum20182
Maximum20232
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size681.0 B
2024-03-14T04:21:27.810919image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum20182
5-th percentile20191
Q120232
median20232
Q320232
95-th percentile20232
Maximum20232
Range50
Interquartile range (IQR)0

Descriptive statistics

Standard deviation13.71378
Coefficient of variation (CV)0.0006780152
Kurtosis4.2220024
Mean20226.361
Median Absolute Deviation (MAD)0
Skewness-2.3704251
Sum1233808
Variance188.06776
MonotonicityNot monotonic
2024-03-14T04:21:27.892296image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=8)
ValueCountFrequency (%)
20232 49
80.3%
20222 3
 
4.9%
20191 2
 
3.3%
20192 2
 
3.3%
20182 2
 
3.3%
20212 1
 
1.6%
20231 1
 
1.6%
20201 1
 
1.6%
ValueCountFrequency (%)
20182 2
 
3.3%
20191 2
 
3.3%
20192 2
 
3.3%
20201 1
 
1.6%
20212 1
 
1.6%
20222 3
 
4.9%
20231 1
 
1.6%
20232 49
80.3%
ValueCountFrequency (%)
20232 49
80.3%
20231 1
 
1.6%
20222 3
 
4.9%
20212 1
 
1.6%
20201 1
 
1.6%
20192 2
 
3.3%
20191 2
 
3.3%
20182 2
 
3.3%

주소
Text

Distinct59
Distinct (%)96.7%
Missing0
Missing (%)0.0%
Memory size620.0 B
2024-03-14T04:21:28.098589image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length23
Median length22
Mean length18.885246
Min length15

Characters and Unicode

Total characters1152
Distinct characters58
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

Unique57 ?
Unique (%)93.4%

Sample

1st row서울특별시 강서구 마곡서1로 68
2nd row서울특별시 강서구 금낭화로 287-19
3rd row서울특별시 강서구 까치산로 60
4th row서울특별시 강서구 까치산로2길 43
5th row서울특별시 강서구 마곡서로 33
ValueCountFrequency (%)
서울특별시 61
25.0%
강서구 61
25.0%
허준로 9
 
3.7%
39 3
 
1.2%
금낭화로 3
 
1.2%
강서로 3
 
1.2%
까치산로 2
 
0.8%
8 2
 
0.8%
마곡서1로 2
 
0.8%
4 2
 
0.8%
Other values (88) 96
39.3%
2024-03-14T04:21:28.445200image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
183
15.9%
서 135
 
11.7%
강 71
 
6.2%
특 61
 
5.3%
별 61
 
5.3%
시 61
 
5.3%
구 61
 
5.3%
울 61
 
5.3%
로 61
 
5.3%
1 43
 
3.7%
Other values (48) 354
30.7%

Most occurring categories

ValueCountFrequency (%)
Other Letter 744
64.6%
Decimal Number 219
 
19.0%
Space Separator 183
 
15.9%
Dash Punctuation 6
 
0.5%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
서 135
18.1%
강 71
9.5%
특 61
8.2%
별 61
8.2%
시 61
8.2%
구 61
8.2%
울 61
8.2%
로 61
8.2%
길 38
 
5.1%
화 12
 
1.6%
Other values (36) 122
16.4%
Decimal Number
ValueCountFrequency (%)
1 43
19.6%
3 35
16.0%
6 26
11.9%
4 22
10.0%
2 21
9.6%
7 16
 
7.3%
0 15
 
6.8%
5 14
 
6.4%
8 14
 
6.4%
9 13
 
5.9%
Space Separator
ValueCountFrequency (%)
183
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 6
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 744
64.6%
Common 408
35.4%

Most frequent character per script

Hangul
ValueCountFrequency (%)
서 135
18.1%
강 71
9.5%
특 61
8.2%
별 61
8.2%
시 61
8.2%
구 61
8.2%
울 61
8.2%
로 61
8.2%
길 38
 
5.1%
화 12
 
1.6%
Other values (36) 122
16.4%
Common
ValueCountFrequency (%)
183
44.9%
1 43
 
10.5%
3 35
 
8.6%
6 26
 
6.4%
4 22
 
5.4%
2 21
 
5.1%
7 16
 
3.9%
0 15
 
3.7%
5 14
 
3.4%
8 14
 
3.4%
Other values (2) 19
 
4.7%

Most occurring blocks

ValueCountFrequency (%)
Hangul 744
64.6%
ASCII 408
35.4%

Most frequent character per block

ASCII
ValueCountFrequency (%)
183
44.9%
1 43
 
10.5%
3 35
 
8.6%
6 26
 
6.4%
4 22
 
5.4%
2 21
 
5.1%
7 16
 
3.9%
0 15
 
3.7%
5 14
 
3.4%
8 14
 
3.4%
Other values (2) 19
 
4.7%
Hangul
ValueCountFrequency (%)
서 135
18.1%
강 71
9.5%
특 61
8.2%
별 61
8.2%
시 61
8.2%
구 61
8.2%
울 61
8.2%
로 61
8.2%
길 38
 
5.1%
화 12
 
1.6%
Other values (36) 122
16.4%

Sample

교육청명교육지원청명유치원코드유치원명설립유형원장수원감수수석교사수보직교사수일반교사수특수교사수보건교사수영양교사수기간제교사수강사수사무직원수수석교사자격수공정교사1급자격수정교사2급자격수준교사자격수공시차수주소
0서울특별시교육청강서양천교육지원청1ecec08c-ed82-b044-e053-0a32095ab044서울공항초등학교병설유치원공립(병설)010140000<NA>6013020232서울특별시 강서구 마곡서1로 68
1서울특별시교육청강서양천교육지원청1ecec08c-eec6-b044-e053-0a32095ab044한나유치원사립(사인)100050000<NA>3032020232서울특별시 강서구 금낭화로 287-19
2서울특별시교육청강서양천교육지원청1ecec08c-eec7-b044-e053-0a32095ab044화곡유치원사립(법인)100020000<NA>0000020232서울특별시 강서구 까치산로 60
3서울특별시교육청강서양천교육지원청1ecec08c-ef9c-b044-e053-0a32095ab044선미유치원사립(법인)1100100000<NA>6046020232서울특별시 강서구 까치산로2길 43
4서울특별시교육청강서양천교육지원청1ecec08c-f199-b044-e053-0a32095ab044서울공진초등학교병설유치원공립(병설)000130000<NA>6040020232서울특별시 강서구 마곡서로 33
5서울특별시교육청강서양천교육지원청1ecec08c-f1fa-b044-e053-0a32095ab044보라유치원사립(사인)100080001<NA>1017020232서울특별시 강서구 공항대로39길 100
6서울특별시교육청강서양천교육지원청1ecec08c-f1fb-b044-e053-0a32095ab044서강유치원사립(사인)100080000<NA>1026020191서울특별시 강서구 금낭화로 35
7서울특별시교육청강서양천교육지원청1ecec08c-f33b-b044-e053-0a32095ab044신세기유치원사립(사인)110080000<NA>1035020232서울특별시 강서구 허준로 47
8서울특별시교육청강서양천교육지원청1ecec08c-f3d7-b044-e053-0a32095ab044서울정곡초등학교병설유치원공립(병설)000120003<NA>2021020232서울특별시 강서구 방화대로50길 22
9서울특별시교육청강서양천교육지원청1ecec08c-f3d8-b044-e053-0a32095ab044신영유치원사립(사인)1000110002<NA>0065020232서울특별시 강서구 곰달래로25길 4
교육청명교육지원청명유치원코드유치원명설립유형원장수원감수수석교사수보직교사수일반교사수특수교사수보건교사수영양교사수기간제교사수강사수사무직원수수석교사자격수공정교사1급자격수정교사2급자격수준교사자격수공시차수주소
51서울특별시교육청강서양천교육지원청53e84c27-6bdd-49a9-9c73-887fa8bd28a2서울금낭화유치원공립(단설)110150002<NA>13051020232서울특별시 강서구 금낭화로 35
52서울특별시교육청강서양천교육지원청5e4a5892-4caf-4a0b-93ab-44d81b9557a2서울신곡초등학교병설유치원공립(병설)010131002<NA>2015020232서울특별시 강서구 등촌로13자길 42-14
53서울특별시교육청강서양천교육지원청7721e609-bd73-448b-8b96-f988a1c4757d서울등촌초등학교병설유치원공립(병설)000120001<NA>4040020232서울특별시 강서구 등촌로39길 71
54서울특별시교육청강서양천교육지원청8114e0a3-e56e-47e5-a5d6-c2eef91cbed7서울탑산초등학교병설유치원공립(병설)010121000<NA>5030020232서울특별시 강서구 허준로 109
55서울특별시교육청강서양천교육지원청8fe5f3aa-d57f-4d30-bf63-09e1b5ab5633서울신월초등학교병설유치원공립(병설)000120000<NA>2021020232서울특별시 강서구 강서로31길 48
56서울특별시교육청강서양천교육지원청cd859395-2ba1-4f95-a3db-7c7a75b2d320서울송정초등학교병설유치원공립(병설)010131001<NA>6031020232서울특별시 강서구 공항대로3길 18
57서울특별시교육청강서양천교육지원청d0fe68a4-a1df-44ce-9072-87f9da3c301a서울개화초등학교병설유치원공립(병설)000030000<NA>4021020232서울특별시 강서구 양천로 11
58서울특별시교육청강서양천교육지원청da318554-85fa-494c-9ab9-60fd25bb0ce2이솔유치원사립(사인)100040000<NA>1013020232서울특별시 강서구 곰달래로33가길 6
59서울특별시교육청강서양천교육지원청fd885965-9f40-46c1-879e-82acd096a57e서울가양초등학교병설유치원공립(병설)000120000<NA>4021020232서울특별시 강서구 허준로 186
60서울특별시교육청강서양천교육지원청fe178e0b-2595-4d65-863b-0d8924203e02서울등명초등학교병설유치원공립(병설)000120000<NA>4021020232서울특별시 강서구 강서로56나길 34