Overview

Dataset statistics

Number of variables36
Number of observations25
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory8.0 KiB
Average record size in memory328.3 B

Variable types

Text1
Numeric2
Categorical33

Dataset

Description사립학교교직원연금공단 장해연금 수급기간별 수급자 수와 관련된 데이터로 연도, 학교급별, 교원·사무직원별, 남·여별 수급자 수 등의 항목을 제공합니다.
URLhttps://www.data.go.kr/data/15081304/fileData.do

Alerts

유치원(교원)(남) has constant value ""Constant
유치원(교원)(여) has constant value ""Constant
초등학교(교원)(남) has constant value ""Constant
초등학교(교원)(여) has constant value ""Constant
초등학교(사무직원)(남) has constant value ""Constant
초등학교(사무직원)(여) has constant value ""Constant
중학교(사무직원)(여) has constant value ""Constant
전문대학(사무직원)(여) has constant value ""Constant
대학(교)(교원)(여) has constant value ""Constant
특수학교(교원)(남) has constant value ""Constant
특수학교(교원)(여) has constant value ""Constant
특수학교(사무직원)(남) has constant value ""Constant
특수학교(사무직원)(여) has constant value ""Constant
학교경영기관(사무직원)(남) has constant value ""Constant
학교경영기관(사무직원)(여) has constant value ""Constant
유치원(사무직원)(남) is highly imbalanced (59.8%)Imbalance
유치원(사무직원)(여) is highly imbalanced (75.8%)Imbalance
중학교(교원)(여) is highly imbalanced (75.8%)Imbalance
고등학교(사무직원)(여) is highly imbalanced (75.8%)Imbalance
전문대학(교원)(남) is highly imbalanced (51.8%)Imbalance
전문대학(교원)(여) is highly imbalanced (75.8%)Imbalance
구분 has unique valuesUnique
합계 has 1 (4.0%) zerosZeros
전체(교원)(남) has 6 (24.0%) zerosZeros

Reproduction

Analysis started2023-12-12 21:27:54.123032
Analysis finished2023-12-12 21:27:54.424076
Duration0.3 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

구분
Text

UNIQUE 

Distinct25
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size332.0 B
2023-12-13T06:27:54.507259image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length6
Median length6
Mean length5.64
Min length5

Characters and Unicode

Total characters141
Distinct characters16
Distinct categories3 ?
Distinct scripts2 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique25 ?
Unique (%)100.0%

Sample

1st row1년 미만
2nd row2년 미만
3rd row3년 미만
4th row4년 미만
5th row5년 미만
ValueCountFrequency (%)
미만 24
48.0%
24년 2
 
4.0%
1년 1
 
2.0%
23년 1
 
2.0%
22년 1
 
2.0%
21년 1
 
2.0%
20년 1
 
2.0%
19년 1
 
2.0%
18년 1
 
2.0%
17년 1
 
2.0%
Other values (16) 16
32.0%
2023-12-13T06:27:54.812613image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
년 25
17.7%
25
17.7%
미 24
17.0%
만 24
17.0%
1 13
9.2%
2 9
 
6.4%
4 4
 
2.8%
3 3
 
2.1%
5 2
 
1.4%
6 2
 
1.4%
Other values (6) 10
 
7.1%

Most occurring categories

ValueCountFrequency (%)
Other Letter 75
53.2%
Decimal Number 41
29.1%
Space Separator 25
 
17.7%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
1 13
31.7%
2 9
22.0%
4 4
 
9.8%
3 3
 
7.3%
5 2
 
4.9%
6 2
 
4.9%
7 2
 
4.9%
8 2
 
4.9%
9 2
 
4.9%
0 2
 
4.9%
Other Letter
ValueCountFrequency (%)
년 25
33.3%
미 24
32.0%
만 24
32.0%
이 1
 
1.3%
상 1
 
1.3%
Space Separator
ValueCountFrequency (%)
25
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 75
53.2%
Common 66
46.8%

Most frequent character per script

Common
ValueCountFrequency (%)
25
37.9%
1 13
19.7%
2 9
 
13.6%
4 4
 
6.1%
3 3
 
4.5%
5 2
 
3.0%
6 2
 
3.0%
7 2
 
3.0%
8 2
 
3.0%
9 2
 
3.0%
Hangul
ValueCountFrequency (%)
년 25
33.3%
미 24
32.0%
만 24
32.0%
이 1
 
1.3%
상 1
 
1.3%

Most occurring blocks

ValueCountFrequency (%)
Hangul 75
53.2%
ASCII 66
46.8%

Most frequent character per block

Hangul
ValueCountFrequency (%)
년 25
33.3%
미 24
32.0%
만 24
32.0%
이 1
 
1.3%
상 1
 
1.3%
ASCII
ValueCountFrequency (%)
25
37.9%
1 13
19.7%
2 9
 
13.6%
4 4
 
6.1%
3 3
 
4.5%
5 2
 
3.0%
6 2
 
3.0%
7 2
 
3.0%
8 2
 
3.0%
9 2
 
3.0%

합계
Real number (ℝ)

ZEROS 

Distinct8
Distinct (%)32.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean4.4
Minimum0
Maximum10
Zeros1
Zeros (%)4.0%
Negative0
Negative (%)0.0%
Memory size357.0 B
2023-12-13T06:27:54.938931image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile2
Q13
median4
Q36
95-th percentile9.6
Maximum10
Range10
Interquartile range (IQR)3

Descriptive statistics

Standard deviation2.3804761
Coefficient of variation (CV)0.54101731
Kurtosis0.98092783
Mean4.4
Median Absolute Deviation (MAD)1
Skewness0.93068488
Sum110
Variance5.6666667
MonotonicityNot monotonic
2023-12-13T06:27:55.046664image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=8)
ValueCountFrequency (%)
3 9
36.0%
6 4
16.0%
5 3
 
12.0%
4 3
 
12.0%
10 2
 
8.0%
2 2
 
8.0%
0 1
 
4.0%
8 1
 
4.0%
ValueCountFrequency (%)
0 1
 
4.0%
2 2
 
8.0%
3 9
36.0%
4 3
 
12.0%
5 3
 
12.0%
6 4
16.0%
8 1
 
4.0%
10 2
 
8.0%
ValueCountFrequency (%)
10 2
 
8.0%
8 1
 
4.0%
6 4
16.0%
5 3
 
12.0%
4 3
 
12.0%
3 9
36.0%
2 2
 
8.0%
0 1
 
4.0%

전체(교원)(남)
Real number (ℝ)

ZEROS 

Distinct6
Distinct (%)24.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.48
Minimum0
Maximum5
Zeros6
Zeros (%)24.0%
Negative0
Negative (%)0.0%
Memory size357.0 B
2023-12-13T06:27:55.150955image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q11
median1
Q32
95-th percentile3.8
Maximum5
Range5
Interquartile range (IQR)1

Descriptive statistics

Standard deviation1.3266499
Coefficient of variation (CV)0.89638508
Kurtosis0.7232681
Mean1.48
Median Absolute Deviation (MAD)1
Skewness0.97778908
Sum37
Variance1.76
MonotonicityNot monotonic
2023-12-13T06:27:55.295053image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=6)
ValueCountFrequency (%)
1 9
36.0%
0 6
24.0%
2 5
20.0%
3 3
 
12.0%
4 1
 
4.0%
5 1
 
4.0%
ValueCountFrequency (%)
0 6
24.0%
1 9
36.0%
2 5
20.0%
3 3
 
12.0%
4 1
 
4.0%
5 1
 
4.0%
ValueCountFrequency (%)
5 1
 
4.0%
4 1
 
4.0%
3 3
 
12.0%
2 5
20.0%
1 9
36.0%
0 6
24.0%

전체(교원)(여)
Categorical

Distinct2
Distinct (%)8.0%
Missing0
Missing (%)0.0%
Memory size332.0 B
0
20 
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 20
80.0%
1 5
 
20.0%

Length

2023-12-13T06:27:55.450496image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T06:27:55.555254image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 20
80.0%
1 5
 
20.0%

전체(사무직원)(남)
Categorical

Distinct5
Distinct (%)20.0%
Missing0
Missing (%)0.0%
Memory size332.0 B
1
7 
2
7 
3
6 
4
4 
0
1 

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique1 ?
Unique (%)4.0%

Sample

1st row1
2nd row2
3rd row3
4th row3
5th row1

Common Values

ValueCountFrequency (%)
1 7
28.0%
2 7
28.0%
3 6
24.0%
4 4
16.0%
0 1
 
4.0%

Length

2023-12-13T06:27:55.663675image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T06:27:55.790493image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
1 7
28.0%
2 7
28.0%
3 6
24.0%
4 4
16.0%
0 1
 
4.0%

전체(사무직원)(여)
Categorical

Distinct3
Distinct (%)12.0%
Missing0
Missing (%)0.0%
Memory size332.0 B
0
14 
1
9 
2
2 

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
0 14
56.0%
1 9
36.0%
2 2
 
8.0%

Length

2023-12-13T06:27:55.910721image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T06:27:56.004412image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 14
56.0%
1 9
36.0%
2 2
 
8.0%

유치원(교원)(남)
Categorical

CONSTANT 

Distinct1
Distinct (%)4.0%
Missing0
Missing (%)0.0%
Memory size332.0 B
0
25 

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 25
100.0%

Length

2023-12-13T06:27:56.109380image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T06:27:56.211797image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 25
100.0%

유치원(교원)(여)
Categorical

CONSTANT 

Distinct1
Distinct (%)4.0%
Missing0
Missing (%)0.0%
Memory size332.0 B
0
25 

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 25
100.0%

Length

2023-12-13T06:27:56.306317image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T06:27:56.412434image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 25
100.0%

유치원(사무직원)(남)
Categorical

IMBALANCE 

Distinct2
Distinct (%)8.0%
Missing0
Missing (%)0.0%
Memory size332.0 B
0
23 
1
 
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 23
92.0%
1 2
 
8.0%

Length

2023-12-13T06:27:56.509288image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T06:27:56.602882image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 23
92.0%
1 2
 
8.0%

유치원(사무직원)(여)
Categorical

IMBALANCE 

Distinct2
Distinct (%)8.0%
Missing0
Missing (%)0.0%
Memory size332.0 B
0
24 
1
 
1

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique1 ?
Unique (%)4.0%

Sample

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

Common Values

ValueCountFrequency (%)
0 24
96.0%
1 1
 
4.0%

Length

2023-12-13T06:27:56.714988image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T06:27:56.822911image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 24
96.0%
1 1
 
4.0%

초등학교(교원)(남)
Categorical

CONSTANT 

Distinct1
Distinct (%)4.0%
Missing0
Missing (%)0.0%
Memory size332.0 B
0
25 

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 25
100.0%

Length

2023-12-13T06:27:56.924675image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T06:27:57.012761image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 25
100.0%

초등학교(교원)(여)
Categorical

CONSTANT 

Distinct1
Distinct (%)4.0%
Missing0
Missing (%)0.0%
Memory size332.0 B
0
25 

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 25
100.0%

Length

2023-12-13T06:27:57.124634image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T06:27:57.221059image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 25
100.0%

초등학교(사무직원)(남)
Categorical

CONSTANT 

Distinct1
Distinct (%)4.0%
Missing0
Missing (%)0.0%
Memory size332.0 B
0
25 

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 25
100.0%

Length

2023-12-13T06:27:57.314120image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T06:27:57.407609image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 25
100.0%

초등학교(사무직원)(여)
Categorical

CONSTANT 

Distinct1
Distinct (%)4.0%
Missing0
Missing (%)0.0%
Memory size332.0 B
0
25 

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 25
100.0%

Length

2023-12-13T06:27:57.503647image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T06:27:57.602266image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 25
100.0%

중학교(교원)(남)
Categorical

Distinct3
Distinct (%)12.0%
Missing0
Missing (%)0.0%
Memory size332.0 B
0
20 
1
3 
2
 
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 20
80.0%
1 3
 
12.0%
2 2
 
8.0%

Length

2023-12-13T06:27:57.966906image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T06:27:58.051449image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 20
80.0%
1 3
 
12.0%
2 2
 
8.0%

중학교(교원)(여)
Categorical

IMBALANCE 

Distinct2
Distinct (%)8.0%
Missing0
Missing (%)0.0%
Memory size332.0 B
0
24 
1
 
1

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique1 ?
Unique (%)4.0%

Sample

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

Common Values

ValueCountFrequency (%)
0 24
96.0%
1 1
 
4.0%

Length

2023-12-13T06:27:58.171742image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T06:27:58.275015image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 24
96.0%
1 1
 
4.0%

중학교(사무직원)(남)
Categorical

Distinct2
Distinct (%)8.0%
Missing0
Missing (%)0.0%
Memory size332.0 B
0
22 
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 22
88.0%
1 3
 
12.0%

Length

2023-12-13T06:27:58.368678image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T06:27:58.464673image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 22
88.0%
1 3
 
12.0%

중학교(사무직원)(여)
Categorical

CONSTANT 

Distinct1
Distinct (%)4.0%
Missing0
Missing (%)0.0%
Memory size332.0 B
0
25 

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 25
100.0%

Length

2023-12-13T06:27:58.589596image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T06:27:58.668942image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 25
100.0%

고등학교(교원)(남)
Categorical

Distinct4
Distinct (%)16.0%
Missing0
Missing (%)0.0%
Memory size332.0 B
0
12 
1
8 
2
4 
3
 
1

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique1 ?
Unique (%)4.0%

Sample

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

Common Values

ValueCountFrequency (%)
0 12
48.0%
1 8
32.0%
2 4
 
16.0%
3 1
 
4.0%

Length

2023-12-13T06:27:58.757434image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T06:27:58.842817image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 12
48.0%
1 8
32.0%
2 4
 
16.0%
3 1
 
4.0%

고등학교(교원)(여)
Categorical

Distinct2
Distinct (%)8.0%
Missing0
Missing (%)0.0%
Memory size332.0 B
0
22 
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 22
88.0%
1 3
 
12.0%

Length

2023-12-13T06:27:58.938480image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T06:27:59.023454image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 22
88.0%
1 3
 
12.0%

고등학교(사무직원)(남)
Categorical

Distinct3
Distinct (%)12.0%
Missing0
Missing (%)0.0%
Memory size332.0 B
0
13 
1
10 
2
2 

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
0 13
52.0%
1 10
40.0%
2 2
 
8.0%

Length

2023-12-13T06:27:59.111656image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T06:27:59.195135image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 13
52.0%
1 10
40.0%
2 2
 
8.0%

고등학교(사무직원)(여)
Categorical

IMBALANCE 

Distinct2
Distinct (%)8.0%
Missing0
Missing (%)0.0%
Memory size332.0 B
0
24 
1
 
1

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique1 ?
Unique (%)4.0%

Sample

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

Common Values

ValueCountFrequency (%)
0 24
96.0%
1 1
 
4.0%

Length

2023-12-13T06:27:59.287778image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T06:27:59.382300image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 24
96.0%
1 1
 
4.0%

전문대학(교원)(남)
Categorical

IMBALANCE 

Distinct3
Distinct (%)12.0%
Missing0
Missing (%)0.0%
Memory size332.0 B
0
21 
1
3 
2
 
1

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique1 ?
Unique (%)4.0%

Sample

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

Common Values

ValueCountFrequency (%)
0 21
84.0%
1 3
 
12.0%
2 1
 
4.0%

Length

2023-12-13T06:27:59.468707image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T06:27:59.611565image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 21
84.0%
1 3
 
12.0%
2 1
 
4.0%

전문대학(교원)(여)
Categorical

IMBALANCE 

Distinct2
Distinct (%)8.0%
Missing0
Missing (%)0.0%
Memory size332.0 B
0
24 
1
 
1

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique1 ?
Unique (%)4.0%

Sample

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

Common Values

ValueCountFrequency (%)
0 24
96.0%
1 1
 
4.0%

Length

2023-12-13T06:27:59.709300image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T06:27:59.799382image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 24
96.0%
1 1
 
4.0%

전문대학(사무직원)(남)
Categorical

Distinct2
Distinct (%)8.0%
Missing0
Missing (%)0.0%
Memory size332.0 B
0
20 
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 20
80.0%
1 5
 
20.0%

Length

2023-12-13T06:27:59.909899image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T06:27:59.997084image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 20
80.0%
1 5
 
20.0%

전문대학(사무직원)(여)
Categorical

CONSTANT 

Distinct1
Distinct (%)4.0%
Missing0
Missing (%)0.0%
Memory size332.0 B
0
25 

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 25
100.0%

Length

2023-12-13T06:28:00.114350image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T06:28:00.207806image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 25
100.0%

대학(교)(교원)(남)
Categorical

Distinct2
Distinct (%)8.0%
Missing0
Missing (%)0.0%
Memory size332.0 B
0
19 
1
6 

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 19
76.0%
1 6
 
24.0%

Length

2023-12-13T06:28:00.306359image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T06:28:00.399192image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 19
76.0%
1 6
 
24.0%

대학(교)(교원)(여)
Categorical

CONSTANT 

Distinct1
Distinct (%)4.0%
Missing0
Missing (%)0.0%
Memory size332.0 B
0
25 

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 25
100.0%

Length

2023-12-13T06:28:00.512502image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T06:28:00.596382image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 25
100.0%

대학(교)(사무직원)(남)
Categorical

Distinct4
Distinct (%)16.0%
Missing0
Missing (%)0.0%
Memory size332.0 B
1
15 
2
5 
0
3 
3
2 

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
1 15
60.0%
2 5
 
20.0%
0 3
 
12.0%
3 2
 
8.0%

Length

2023-12-13T06:28:00.682479image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T06:28:00.834839image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
1 15
60.0%
2 5
 
20.0%
0 3
 
12.0%
3 2
 
8.0%

대학(교)(사무직원)(여)
Categorical

Distinct3
Distinct (%)12.0%
Missing0
Missing (%)0.0%
Memory size332.0 B
0
16 
1
7 
2
2 

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
0 16
64.0%
1 7
28.0%
2 2
 
8.0%

Length

2023-12-13T06:28:00.979261image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T06:28:01.091929image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 16
64.0%
1 7
28.0%
2 2
 
8.0%

특수학교(교원)(남)
Categorical

CONSTANT 

Distinct1
Distinct (%)4.0%
Missing0
Missing (%)0.0%
Memory size332.0 B
0
25 

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 25
100.0%

Length

2023-12-13T06:28:01.224209image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T06:28:01.311691image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 25
100.0%

특수학교(교원)(여)
Categorical

CONSTANT 

Distinct1
Distinct (%)4.0%
Missing0
Missing (%)0.0%
Memory size332.0 B
0
25 

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 25
100.0%

Length

2023-12-13T06:28:01.399461image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T06:28:01.486094image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 25
100.0%

특수학교(사무직원)(남)
Categorical

CONSTANT 

Distinct1
Distinct (%)4.0%
Missing0
Missing (%)0.0%
Memory size332.0 B
0
25 

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 25
100.0%

Length

2023-12-13T06:28:01.578776image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T06:28:01.661789image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 25
100.0%

특수학교(사무직원)(여)
Categorical

CONSTANT 

Distinct1
Distinct (%)4.0%
Missing0
Missing (%)0.0%
Memory size332.0 B
0
25 

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 25
100.0%

Length

2023-12-13T06:28:01.744616image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T06:28:01.830363image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 25
100.0%

학교경영기관(사무직원)(남)
Categorical

CONSTANT 

Distinct1
Distinct (%)4.0%
Missing0
Missing (%)0.0%
Memory size332.0 B
0
25 

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 25
100.0%

Length

2023-12-13T06:28:01.926598image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T06:28:02.010946image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 25
100.0%

학교경영기관(사무직원)(여)
Categorical

CONSTANT 

Distinct1
Distinct (%)4.0%
Missing0
Missing (%)0.0%
Memory size332.0 B
0
25 

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 25
100.0%

Length

2023-12-13T06:28:02.115901image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T06:28:02.206145image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 25
100.0%

Sample

구분합계전체(교원)(남)전체(교원)(여)전체(사무직원)(남)전체(사무직원)(여)유치원(교원)(남)유치원(교원)(여)유치원(사무직원)(남)유치원(사무직원)(여)초등학교(교원)(남)초등학교(교원)(여)초등학교(사무직원)(남)초등학교(사무직원)(여)중학교(교원)(남)중학교(교원)(여)중학교(사무직원)(남)중학교(사무직원)(여)고등학교(교원)(남)고등학교(교원)(여)고등학교(사무직원)(남)고등학교(사무직원)(여)전문대학(교원)(남)전문대학(교원)(여)전문대학(사무직원)(남)전문대학(사무직원)(여)대학(교)(교원)(남)대학(교)(교원)(여)대학(교)(사무직원)(남)대학(교)(사무직원)(여)특수학교(교원)(남)특수학교(교원)(여)특수학교(사무직원)(남)특수학교(사무직원)(여)학교경영기관(사무직원)(남)학교경영기관(사무직원)(여)
01년 미만31011000000000000100100000010000000
12년 미만63021000000000000200010000021000000
23년 미만30030000000000000002000000010000000
34년 미만51031000000000000002010000011000000
45년 미만30012000000000000000000000012000000
56년 미만40031000100000010001000000010000000
67년 미만41021000000000000001000001011000000
78년 미만31020000000000000100000100010000000
89년 미만31020000000000000000000001020000000
910년 미만62040000000001000101000000030000000
구분합계전체(교원)(남)전체(교원)(여)전체(사무직원)(남)전체(사무직원)(여)유치원(교원)(남)유치원(교원)(여)유치원(사무직원)(남)유치원(사무직원)(여)초등학교(교원)(남)초등학교(교원)(여)초등학교(사무직원)(남)초등학교(사무직원)(여)중학교(교원)(남)중학교(교원)(여)중학교(사무직원)(남)중학교(사무직원)(여)고등학교(교원)(남)고등학교(교원)(여)고등학교(사무직원)(남)고등학교(사무직원)(여)전문대학(교원)(남)전문대학(교원)(여)전문대학(사무직원)(남)전문대학(사무직원)(여)대학(교)(교원)(남)대학(교)(교원)(여)대학(교)(사무직원)(남)대학(교)(사무직원)(여)특수학교(교원)(남)특수학교(교원)(여)특수학교(사무직원)(남)특수학교(사무직원)(여)학교경영기관(사무직원)(남)학교경영기관(사무직원)(여)
1516년 미만105131000000000010211020001011000000
1617년 미만42020000000001000101000000010000000
1718년 미만20020000000000000001000000010000000
1819년 미만00000000000000000000000000000000000
1920년 미만53110000000000100300000100000000000
2021년 미만32010000000000000200000000010000000
2122년 미만31011000000000000100000000011000000
2223년 미만21010000000000000101000000000000000
2324년 미만31011000000001000000000000011000000
2424년 이상83140000000002010111000100010000000