Overview

Dataset statistics

Number of variables22
Number of observations78
Missing cells78
Missing cells (%)4.5%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory14.8 KiB
Average record size in memory193.7 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
Author노원구
URLhttps://data.seoul.go.kr/dataList/OA-20664/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 (70.8%)Imbalance
보건교사수 is highly imbalanced (90.1%)Imbalance
강사수 has 78 (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 (1.3%) zerosZeros
기간제교사수 has 60 (76.9%) zerosZeros
사무직원수 has 21 (26.9%) zerosZeros
공정교사1급자격수 has 15 (19.2%) zerosZeros
정교사2급자격수 has 9 (11.5%) zerosZeros

Reproduction

Analysis started2024-03-13 11:15:37.827887
Analysis finished2024-03-13 11:15:38.056537
Duration0.23 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

교육청명
Categorical

CONSTANT 

Distinct1
Distinct (%)1.3%
Missing0
Missing (%)0.0%
Memory size756.0 B
서울특별시교육청
78 

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 78
100.0%

Length

2024-03-13T20:15:38.110889image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-13T20:15:38.191650image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
서울특별시교육청 78
100.0%

교육지원청명
Categorical

CONSTANT 

Distinct1
Distinct (%)1.3%
Missing0
Missing (%)0.0%
Memory size756.0 B
북부교육지원청
78 

Length

Max length7
Median length7
Mean length7
Min length7

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
북부교육지원청 78
100.0%

Length

2024-03-13T20:15:38.274263image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-13T20:15:38.356123image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
북부교육지원청 78
100.0%

유치원코드
Text

UNIQUE 

Distinct78
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size756.0 B
2024-03-13T20:15:38.533193image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length36
Median length36
Mean length36
Min length36

Characters and Unicode

Total characters2808
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

Unique78 ?
Unique (%)100.0%

Sample

1st row0c4bc461-9f36-4d28-94e3-3dfb9c6cd4e3
2nd row1ecec08c-ed86-b044-e053-0a32095ab044
3rd row1ecec08c-ed88-b044-e053-0a32095ab044
4th row1ecec08c-eed1-b044-e053-0a32095ab044
5th row1ecec08c-ef26-b044-e053-0a32095ab044
ValueCountFrequency (%)
0c4bc461-9f36-4d28-94e3-3dfb9c6cd4e3 1
 
1.3%
1ecec08d-08f6-b044-e053-0a32095ab044 1
 
1.3%
1ecec08d-0b2d-b044-e053-0a32095ab044 1
 
1.3%
1ecec08d-0b2c-b044-e053-0a32095ab044 1
 
1.3%
1ecec08d-09d0-b044-e053-0a32095ab044 1
 
1.3%
1ecec08d-09c4-b044-e053-0a32095ab044 1
 
1.3%
1ecec08d-09c3-b044-e053-0a32095ab044 1
 
1.3%
1ecec08d-09c2-b044-e053-0a32095ab044 1
 
1.3%
1ecec08d-0d3e-b044-e053-0a32095ab044 1
 
1.3%
1ecec08d-0742-b044-e053-0a32095ab044 1
 
1.3%
Other values (68) 68
87.2%
2024-03-13T20:15:39.225877image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
0 464
16.5%
4 319
11.4%
- 312
11.1%
e 248
8.8%
c 203
7.2%
3 167
 
5.9%
b 165
 
5.9%
5 163
 
5.8%
a 155
 
5.5%
1 106
 
3.8%
Other values (7) 506
18.0%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 1579
56.2%
Lowercase Letter 917
32.7%
Dash Punctuation 312
 
11.1%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
0 464
29.4%
4 319
20.2%
3 167
 
10.6%
5 163
 
10.3%
1 106
 
6.7%
8 100
 
6.3%
2 99
 
6.3%
9 94
 
6.0%
6 37
 
2.3%
7 30
 
1.9%
Lowercase Letter
ValueCountFrequency (%)
e 248
27.0%
c 203
22.1%
b 165
18.0%
a 155
16.9%
d 75
 
8.2%
f 71
 
7.7%
Dash Punctuation
ValueCountFrequency (%)
- 312
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 1891
67.3%
Latin 917
32.7%

Most frequent character per script

Common
ValueCountFrequency (%)
0 464
24.5%
4 319
16.9%
- 312
16.5%
3 167
 
8.8%
5 163
 
8.6%
1 106
 
5.6%
8 100
 
5.3%
2 99
 
5.2%
9 94
 
5.0%
6 37
 
2.0%
Latin
ValueCountFrequency (%)
e 248
27.0%
c 203
22.1%
b 165
18.0%
a 155
16.9%
d 75
 
8.2%
f 71
 
7.7%

Most occurring blocks

ValueCountFrequency (%)
ASCII 2808
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
0 464
16.5%
4 319
11.4%
- 312
11.1%
e 248
8.8%
c 203
7.2%
3 167
 
5.9%
b 165
 
5.9%
5 163
 
5.8%
a 155
 
5.5%
1 106
 
3.8%
Other values (7) 506
18.0%

유치원명
Text

UNIQUE 

Distinct78
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size756.0 B
2024-03-13T20:15:39.449024image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length14
Median length5
Mean length7.2948718
Min length5

Characters and Unicode

Total characters569
Distinct characters103
Distinct categories2 ?
Distinct scripts2 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique78 ?
Unique (%)100.0%

Sample

1st row서울상계초등학교병설유치원
2nd row한울유치원
3rd row효천유치원
4th row영은유치원
5th row키즈위즈유치원
ValueCountFrequency (%)
서울상계초등학교병설유치원 1
 
1.2%
이레유치원 1
 
1.2%
꿈터유치원 1
 
1.2%
한양유치원 1
 
1.2%
토마토유치원 1
 
1.2%
원암유치원 1
 
1.2%
사랑샘유치원 1
 
1.2%
아랑유치원 1
 
1.2%
서울노일유치원 1
 
1.2%
연세유치원 1
 
1.2%
Other values (70) 70
87.5%
2024-03-13T20:15:39.779703image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
원 84
14.8%
치 79
13.9%
유 78
13.7%
울 23
 
4.0%
학 21
 
3.7%
서 21
 
3.7%
교 19
 
3.3%
초 18
 
3.2%
등 17
 
3.0%
병 17
 
3.0%
Other values (93) 192
33.7%

Most occurring categories

ValueCountFrequency (%)
Other Letter 567
99.6%
Space Separator 2
 
0.4%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
원 84
14.8%
치 79
13.9%
유 78
13.8%
울 23
 
4.1%
학 21
 
3.7%
서 21
 
3.7%
교 19
 
3.4%
초 18
 
3.2%
등 17
 
3.0%
병 17
 
3.0%
Other values (92) 190
33.5%
Space Separator
ValueCountFrequency (%)
2
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 567
99.6%
Common 2
 
0.4%

Most frequent character per script

Hangul
ValueCountFrequency (%)
원 84
14.8%
치 79
13.9%
유 78
13.8%
울 23
 
4.1%
학 21
 
3.7%
서 21
 
3.7%
교 19
 
3.4%
초 18
 
3.2%
등 17
 
3.0%
병 17
 
3.0%
Other values (92) 190
33.5%
Common
ValueCountFrequency (%)
2
100.0%

Most occurring blocks

ValueCountFrequency (%)
Hangul 567
99.6%
ASCII 2
 
0.4%

Most frequent character per block

Hangul
ValueCountFrequency (%)
원 84
14.8%
치 79
13.9%
유 78
13.8%
울 23
 
4.1%
학 21
 
3.7%
서 21
 
3.7%
교 19
 
3.4%
초 18
 
3.2%
등 17
 
3.0%
병 17
 
3.0%
Other values (92) 190
33.5%
ASCII
ValueCountFrequency (%)
2
100.0%

설립유형
Categorical

Distinct4
Distinct (%)5.1%
Missing0
Missing (%)0.0%
Memory size756.0 B
사립(사인)
49 
공립(병설)
17 
사립(법인)
9 
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(사인)
4th row사립(사인)
5th row사립(사인)

Common Values

ValueCountFrequency (%)
사립(사인) 49
62.8%
공립(병설) 17
 
21.8%
사립(법인) 9
 
11.5%
공립(단설) 3
 
3.8%

Length

2024-03-13T20:15:39.898832image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-13T20:15:39.994319image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
사립(사인 49
62.8%
공립(병설 17
 
21.8%
사립(법인 9
 
11.5%
공립(단설 3
 
3.8%

원장수
Categorical

Distinct2
Distinct (%)2.6%
Missing0
Missing (%)0.0%
Memory size756.0 B
1
60 
0
18 

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
1 60
76.9%
0 18
 
23.1%

Length

2024-03-13T20:15:40.092551image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-13T20:15:40.186600image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
1 60
76.9%
0 18
 
23.1%

원감수
Categorical

Distinct2
Distinct (%)2.6%
Missing0
Missing (%)0.0%
Memory size756.0 B
0
50 
1
28 

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
0 50
64.1%
1 28
35.9%

Length

2024-03-13T20:15:40.272406image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-13T20:15:40.359804image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 50
64.1%
1 28
35.9%

수석교사수
Categorical

CONSTANT 

Distinct1
Distinct (%)1.3%
Missing0
Missing (%)0.0%
Memory size756.0 B
0
78 

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 78
100.0%

Length

2024-03-13T20:15:40.449468image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-13T20:15:40.540172image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 78
100.0%

보직교사수
Categorical

Distinct3
Distinct (%)3.8%
Missing0
Missing (%)0.0%
Memory size756.0 B
0
60 
1
14 
2
 
4

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
0 60
76.9%
1 14
 
17.9%
2 4
 
5.1%

Length

2024-03-13T20:15:40.680788image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-13T20:15:40.782139image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 60
76.9%
1 14
 
17.9%
2 4
 
5.1%

일반교사수
Real number (ℝ)

ZEROS 

Distinct16
Distinct (%)20.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean5.8974359
Minimum0
Maximum26
Zeros1
Zeros (%)1.3%
Negative0
Negative (%)0.0%
Memory size834.0 B
2024-03-13T20:15:40.870622image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile2
Q13
median5
Q37.75
95-th percentile14.45
Maximum26
Range26
Interquartile range (IQR)4.75

Descriptive statistics

Standard deviation4.4767502
Coefficient of variation (CV)0.75910111
Kurtosis4.9641883
Mean5.8974359
Median Absolute Deviation (MAD)2
Skewness1.9109129
Sum460
Variance20.041292
MonotonicityNot monotonic
2024-03-13T20:15:41.012475image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=16)
ValueCountFrequency (%)
2 16
20.5%
3 12
15.4%
4 9
11.5%
5 8
10.3%
6 8
10.3%
10 5
 
6.4%
9 4
 
5.1%
7 4
 
5.1%
12 2
 
2.6%
11 2
 
2.6%
Other values (6) 8
10.3%
ValueCountFrequency (%)
0 1
 
1.3%
2 16
20.5%
3 12
15.4%
4 9
11.5%
5 8
10.3%
6 8
10.3%
7 4
 
5.1%
8 2
 
2.6%
9 4
 
5.1%
10 5
 
6.4%
ValueCountFrequency (%)
26 1
 
1.3%
18 1
 
1.3%
17 2
 
2.6%
14 1
 
1.3%
12 2
 
2.6%
11 2
 
2.6%
10 5
6.4%
9 4
5.1%
8 2
 
2.6%
7 4
5.1%

특수교사수
Categorical

IMBALANCE 

Distinct2
Distinct (%)2.6%
Missing0
Missing (%)0.0%
Memory size756.0 B
0
74 
1
 
4

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 74
94.9%
1 4
 
5.1%

Length

2024-03-13T20:15:41.164275image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-13T20:15:41.255633image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 74
94.9%
1 4
 
5.1%

보건교사수
Categorical

IMBALANCE 

Distinct2
Distinct (%)2.6%
Missing0
Missing (%)0.0%
Memory size756.0 B
0
77 
1
 
1

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique1 ?
Unique (%)1.3%

Sample

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

Common Values

ValueCountFrequency (%)
0 77
98.7%
1 1
 
1.3%

Length

2024-03-13T20:15:41.342032image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-13T20:15:41.435048image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 77
98.7%
1 1
 
1.3%

영양교사수
Categorical

Distinct2
Distinct (%)2.6%
Missing0
Missing (%)0.0%
Memory size756.0 B
0
68 
1
10 

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 68
87.2%
1 10
 
12.8%

Length

2024-03-13T20:15:41.521052image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-13T20:15:41.601866image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 68
87.2%
1 10
 
12.8%

기간제교사수
Real number (ℝ)

ZEROS 

Distinct6
Distinct (%)7.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.53846154
Minimum0
Maximum6
Zeros60
Zeros (%)76.9%
Negative0
Negative (%)0.0%
Memory size834.0 B
2024-03-13T20:15:41.685350image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile3
Maximum6
Range6
Interquartile range (IQR)0

Descriptive statistics

Standard deviation1.1587309
Coefficient of variation (CV)2.1519288
Kurtosis6.610761
Mean0.53846154
Median Absolute Deviation (MAD)0
Skewness2.4743698
Sum42
Variance1.3426573
MonotonicityNot monotonic
2024-03-13T20:15:41.778733image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=6)
ValueCountFrequency (%)
0 60
76.9%
2 6
 
7.7%
1 5
 
6.4%
3 5
 
6.4%
6 1
 
1.3%
4 1
 
1.3%
ValueCountFrequency (%)
0 60
76.9%
1 5
 
6.4%
2 6
 
7.7%
3 5
 
6.4%
4 1
 
1.3%
6 1
 
1.3%
ValueCountFrequency (%)
6 1
 
1.3%
4 1
 
1.3%
3 5
 
6.4%
2 6
 
7.7%
1 5
 
6.4%
0 60
76.9%

강사수
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing78
Missing (%)100.0%
Memory size834.0 B

사무직원수
Real number (ℝ)

ZEROS 

Distinct15
Distinct (%)19.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean3.6923077
Minimum0
Maximum19
Zeros21
Zeros (%)26.9%
Negative0
Negative (%)0.0%
Memory size834.0 B
2024-03-13T20:15:41.892436image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median3
Q35.75
95-th percentile11.15
Maximum19
Range19
Interquartile range (IQR)5.75

Descriptive statistics

Standard deviation4.0558045
Coefficient of variation (CV)1.0984471
Kurtosis2.127512
Mean3.6923077
Median Absolute Deviation (MAD)3
Skewness1.4291411
Sum288
Variance16.44955
MonotonicityNot monotonic
2024-03-13T20:15:41.996045image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=15)
ValueCountFrequency (%)
0 21
26.9%
1 12
15.4%
3 9
11.5%
5 7
 
9.0%
4 5
 
6.4%
6 5
 
6.4%
7 4
 
5.1%
2 4
 
5.1%
11 3
 
3.8%
8 2
 
2.6%
Other values (5) 6
 
7.7%
ValueCountFrequency (%)
0 21
26.9%
1 12
15.4%
2 4
 
5.1%
3 9
11.5%
4 5
 
6.4%
5 7
 
9.0%
6 5
 
6.4%
7 4
 
5.1%
8 2
 
2.6%
10 2
 
2.6%
ValueCountFrequency (%)
19 1
 
1.3%
15 1
 
1.3%
13 1
 
1.3%
12 1
 
1.3%
11 3
3.8%
10 2
 
2.6%
8 2
 
2.6%
7 4
5.1%
6 5
6.4%
5 7
9.0%

수석교사자격수
Categorical

CONSTANT 

Distinct1
Distinct (%)1.3%
Missing0
Missing (%)0.0%
Memory size756.0 B
0
78 

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 78
100.0%

Length

2024-03-13T20:15:42.112926image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-13T20:15:42.193656image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 78
100.0%

공정교사1급자격수
Real number (ℝ)

ZEROS 

Distinct9
Distinct (%)11.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2.025641
Minimum0
Maximum15
Zeros15
Zeros (%)19.2%
Negative0
Negative (%)0.0%
Memory size834.0 B
2024-03-13T20:15:42.262609image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q11
median1.5
Q33
95-th percentile5
Maximum15
Range15
Interquartile range (IQR)2

Descriptive statistics

Standard deviation2.1859906
Coefficient of variation (CV)1.0791599
Kurtosis15.27383
Mean2.025641
Median Absolute Deviation (MAD)0.5
Skewness3.0517659
Sum158
Variance4.7785548
MonotonicityNot monotonic
2024-03-13T20:15:42.376024image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=9)
ValueCountFrequency (%)
1 24
30.8%
2 18
23.1%
0 15
19.2%
4 8
 
10.3%
3 6
 
7.7%
5 4
 
5.1%
7 1
 
1.3%
15 1
 
1.3%
6 1
 
1.3%
ValueCountFrequency (%)
0 15
19.2%
1 24
30.8%
2 18
23.1%
3 6
 
7.7%
4 8
 
10.3%
5 4
 
5.1%
6 1
 
1.3%
7 1
 
1.3%
15 1
 
1.3%
ValueCountFrequency (%)
15 1
 
1.3%
7 1
 
1.3%
6 1
 
1.3%
5 4
 
5.1%
4 8
 
10.3%
3 6
 
7.7%
2 18
23.1%
1 24
30.8%
0 15
19.2%

정교사2급자격수
Real number (ℝ)

ZEROS 

Distinct14
Distinct (%)17.9%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean4.2307692
Minimum0
Maximum14
Zeros9
Zeros (%)11.5%
Negative0
Negative (%)0.0%
Memory size834.0 B
2024-03-13T20:15:42.480735image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q11.25
median4
Q36
95-th percentile11
Maximum14
Range14
Interquartile range (IQR)4.75

Descriptive statistics

Standard deviation3.4336875
Coefficient of variation (CV)0.81159886
Kurtosis0.43438551
Mean4.2307692
Median Absolute Deviation (MAD)2
Skewness0.94442564
Sum330
Variance11.79021
MonotonicityNot monotonic
2024-03-13T20:15:42.580062image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=14)
ValueCountFrequency (%)
4 12
15.4%
1 11
14.1%
3 10
12.8%
0 9
11.5%
6 7
9.0%
2 7
9.0%
5 6
7.7%
9 4
 
5.1%
7 4
 
5.1%
11 3
 
3.8%
Other values (4) 5
6.4%
ValueCountFrequency (%)
0 9
11.5%
1 11
14.1%
2 7
9.0%
3 10
12.8%
4 12
15.4%
5 6
7.7%
6 7
9.0%
7 4
 
5.1%
8 1
 
1.3%
9 4
 
5.1%
ValueCountFrequency (%)
14 1
 
1.3%
13 2
 
2.6%
11 3
 
3.8%
10 1
 
1.3%
9 4
 
5.1%
8 1
 
1.3%
7 4
 
5.1%
6 7
9.0%
5 6
7.7%
4 12
15.4%

준교사자격수
Categorical

CONSTANT 

Distinct1
Distinct (%)1.3%
Missing0
Missing (%)0.0%
Memory size756.0 B
0
78 

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 78
100.0%

Length

2024-03-13T20:15:42.692770image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-13T20:15:42.810909image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 78
100.0%

공시차수
Categorical

Distinct5
Distinct (%)6.4%
Missing0
Missing (%)0.0%
Memory size756.0 B
20232
59 
20202
6 
20192
 
5
20182
 
5
20212
 
3

Length

Max length5
Median length5
Mean length5
Min length5

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row20232
2nd row20212
3rd row20232
4th row20202
5th row20232

Common Values

ValueCountFrequency (%)
20232 59
75.6%
20202 6
 
7.7%
20192 5
 
6.4%
20182 5
 
6.4%
20212 3
 
3.8%

Length

2024-03-13T20:15:42.898961image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-13T20:15:42.988481image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
20232 59
75.6%
20202 6
 
7.7%
20192 5
 
6.4%
20182 5
 
6.4%
20212 3
 
3.8%

주소
Text

Distinct75
Distinct (%)96.2%
Missing0
Missing (%)0.0%
Memory size756.0 B
2024-03-13T20:15:43.300481image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length23
Median length22
Mean length19.089744
Min length15

Characters and Unicode

Total characters1489
Distinct characters54
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

Unique72 ?
Unique (%)92.3%

Sample

1st row서울특별시 노원구 상계로9길 39
2nd row서울특별시 노원구 덕릉로122길 12-6
3rd row서울특별시 노원구 중계로18길 14
4th row서울특별시 노원구 동일로213길 78
5th row서울특별시 노원구 덕릉로86길 65
ValueCountFrequency (%)
노원구 78
25.0%
서울특별시 77
24.7%
한글비석로 5
 
1.6%
26 3
 
1.0%
섬밭로 3
 
1.0%
월계로45가길 3
 
1.0%
23 3
 
1.0%
동일로227길 3
 
1.0%
16 3
 
1.0%
한글비석로1길 2
 
0.6%
Other values (112) 132
42.3%
2024-03-13T20:15:43.726902image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
234
15.7%
노 83
 
5.6%
원 83
 
5.6%
서 78
 
5.2%
구 78
 
5.2%
울 78
 
5.2%
특 77
 
5.2%
별 77
 
5.2%
시 77
 
5.2%
로 77
 
5.2%
Other values (44) 547
36.7%

Most occurring categories

ValueCountFrequency (%)
Other Letter 938
63.0%
Decimal Number 310
 
20.8%
Space Separator 234
 
15.7%
Dash Punctuation 7
 
0.5%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
노 83
8.8%
원 83
8.8%
서 78
8.3%
구 78
8.3%
울 78
8.3%
특 77
8.2%
별 77
8.2%
시 77
8.2%
로 77
8.2%
길 52
 
5.5%
Other values (32) 178
19.0%
Decimal Number
ValueCountFrequency (%)
2 61
19.7%
1 61
19.7%
3 33
10.6%
5 31
10.0%
4 30
9.7%
6 25
8.1%
8 22
 
7.1%
7 20
 
6.5%
9 17
 
5.5%
0 10
 
3.2%
Space Separator
ValueCountFrequency (%)
234
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 7
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 938
63.0%
Common 551
37.0%

Most frequent character per script

Hangul
ValueCountFrequency (%)
노 83
8.8%
원 83
8.8%
서 78
8.3%
구 78
8.3%
울 78
8.3%
특 77
8.2%
별 77
8.2%
시 77
8.2%
로 77
8.2%
길 52
 
5.5%
Other values (32) 178
19.0%
Common
ValueCountFrequency (%)
234
42.5%
2 61
 
11.1%
1 61
 
11.1%
3 33
 
6.0%
5 31
 
5.6%
4 30
 
5.4%
6 25
 
4.5%
8 22
 
4.0%
7 20
 
3.6%
9 17
 
3.1%
Other values (2) 17
 
3.1%

Most occurring blocks

ValueCountFrequency (%)
Hangul 938
63.0%
ASCII 551
37.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
234
42.5%
2 61
 
11.1%
1 61
 
11.1%
3 33
 
6.0%
5 31
 
5.6%
4 30
 
5.4%
6 25
 
4.5%
8 22
 
4.0%
7 20
 
3.6%
9 17
 
3.1%
Other values (2) 17
 
3.1%
Hangul
ValueCountFrequency (%)
노 83
8.8%
원 83
8.8%
서 78
8.3%
구 78
8.3%
울 78
8.3%
특 77
8.2%
별 77
8.2%
시 77
8.2%
로 77
8.2%
길 52
 
5.5%
Other values (32) 178
19.0%

Sample

교육청명교육지원청명유치원코드유치원명설립유형원장수원감수수석교사수보직교사수일반교사수특수교사수보건교사수영양교사수기간제교사수강사수사무직원수수석교사자격수공정교사1급자격수정교사2급자격수준교사자격수공시차수주소
0서울특별시교육청북부교육지원청0c4bc461-9f36-4d28-94e3-3dfb9c6cd4e3서울상계초등학교병설유치원공립(병설)000020000<NA>4020020232서울특별시 노원구 상계로9길 39
1서울특별시교육청북부교육지원청1ecec08c-ed86-b044-e053-0a32095ab044한울유치원사립(사인)110030001<NA>0021020212서울특별시 노원구 덕릉로122길 12-6
2서울특별시교육청북부교육지원청1ecec08c-ed88-b044-e053-0a32095ab044효천유치원사립(사인)110070000<NA>7025020232서울특별시 노원구 중계로18길 14
3서울특별시교육청북부교육지원청1ecec08c-eed1-b044-e053-0a32095ab044영은유치원사립(사인)100050000<NA>0005020202서울특별시 노원구 동일로213길 78
4서울특별시교육청북부교육지원청1ecec08c-ef26-b044-e053-0a32095ab044키즈위즈유치원사립(사인)110050000<NA>0023020232서울특별시 노원구 덕릉로86길 65
5서울특별시교육청북부교육지원청1ecec08c-efcd-b044-e053-0a32095ab044공릉 사라유치원사립(사인)100060000<NA>5015020232서울특별시 노원구 동일로198가길 13
6서울특별시교육청북부교육지원청1ecec08c-efce-b044-e053-0a32095ab044상원유치원사립(사인)1100110000<NA>0029020232서울특별시 노원구 노원로19길 33
7서울특별시교육청북부교육지원청1ecec08c-efcf-b044-e053-0a32095ab044서울수락초등학교병설유치원공립(병설)000121000<NA>8030020232서울특별시 노원구 동일로 1745
8서울특별시교육청북부교육지원청1ecec08c-efd7-b044-e053-0a32095ab044육사유치원사립(사인)100050000<NA>0014020232서울 노원구 공릉동 24-1
9서울특별시교육청북부교육지원청1ecec08c-efd8-b044-e053-0a32095ab044이레유치원사립(사인)110060000<NA>6016020192서울특별시 노원구 월계로55길 16
교육청명교육지원청명유치원코드유치원명설립유형원장수원감수수석교사수보직교사수일반교사수특수교사수보건교사수영양교사수기간제교사수강사수사무직원수수석교사자격수공정교사1급자격수정교사2급자격수준교사자격수공시차수주소
68서울특별시교육청북부교육지원청1ff76abf-a519-49f7-9c73-cdb63feb87e7서울연지유치원공립(단설)110221004<NA>12024020232서울특별시 노원구 월계로55길 16
69서울특별시교육청북부교육지원청233930d4-6ab2-4671-88de-f431e1ea4801서울수락산유치원공립(단설)110241002<NA>10043020232서울특별시 노원구 동일로245길 162
70서울특별시교육청북부교육지원청30a543a1-a1cd-4d01-b5a2-1ff881664d96서울상원초등학교병설유치원공립(병설)010020000<NA>3011020232서울특별시 노원구 한글비석로54길 119
71서울특별시교육청북부교육지원청5273f8fa-4226-465b-8a8e-83d366b4c2fe서울당현초등학교병설유치원공립(병설)000120000<NA>3012020232서울특별시 노원구 동일로213길 52
72서울특별시교육청북부교육지원청55377202-19bf-46f9-93eb-e81f4c49ddba서울용동초등학교병설유치원공립(병설)010020000<NA>3011020232서울특별시 노원구 한글비석로1길 81-11
73서울특별시교육청북부교육지원청7594e46b-0646-4ce2-9bce-ad3493a6b4ad꿈동산아이유치원사립(법인)1000170000<NA>150413020232서울특별시 노원구 동일로227길 26
74서울특별시교육청북부교육지원청7b5c2e25-68ac-47e2-b661-53b594c85e6f서울공연초등학교병설유치원공립(병설)000120000<NA>3000020232서울특별시 노원구 동일로192가길 16
75서울특별시교육청북부교육지원청b773220d-b371-4bc5-85f6-2bb2c8d0fee0서울월계초등학교병설유치원공립(병설)000100003<NA>2030020232서울특별시 노원구 월계로45가길 10
76서울특별시교육청북부교육지원청d2ef6fed-c1e4-417d-8794-73f74106491f서울계상초등학교병설유치원공립(병설)000020000<NA>4011020232서울특별시 노원구 한글비석로41가길 24
77서울특별시교육청북부교육지원청f989a1f7-1610-4bc9-8ead-ddb5fdfdfe1e서울태릉초등학교병설유치원공립(병설)000020000<NA>4011020232서울특별시 노원구 노원로1길 36