Overview

Dataset statistics

Number of variables69
Number of observations10000
Missing cells10075
Missing cells (%)1.5%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory5.9 MiB
Average record size in memory621.0 B

Variable types

Categorical40
Text2
Boolean1
Numeric26

Alerts

설립구분명 is highly imbalanced (68.7%)Imbalance
제외여부 is highly imbalanced (99.6%)Imbalance
교장남성수(명) is highly imbalanced (52.7%)Imbalance
교장휴직교원수(명) is highly imbalanced (99.4%)Imbalance
교장합계수(명) is highly imbalanced (88.7%)Imbalance
교감휴직교원수(명) is highly imbalanced (98.7%)Imbalance
교감합계수(명) is highly imbalanced (79.3%)Imbalance
수석교사남성수(명) is highly imbalanced (85.5%)Imbalance
수석교사여성수(명) is highly imbalanced (70.5%)Imbalance
수석교사휴직교원수(명) is highly imbalanced (98.8%)Imbalance
수석교사합계수(명) is highly imbalanced (63.7%)Imbalance
보직교사휴직교원수(명) is highly imbalanced (89.1%)Imbalance
전문상담교사남성수(명) is highly imbalanced (89.2%)Imbalance
전문상담교사여성수(명) is highly imbalanced (66.3%)Imbalance
전문상담교사휴직교원수(명) is highly imbalanced (91.0%)Imbalance
전문상담교사합계수(명) is highly imbalanced (63.5%)Imbalance
사서교사남성수(명) is highly imbalanced (99.2%)Imbalance
사서교사여성수(명) is highly imbalanced (83.4%)Imbalance
사서교사휴직교원수(명) is highly imbalanced (95.8%)Imbalance
사서교사합계수(명) is highly imbalanced (83.2%)Imbalance
실기교사남성수(명) is highly imbalanced (98.4%)Imbalance
실기교사여성수(명) is highly imbalanced (99.6%)Imbalance
실기교사휴직교원수(명) is highly imbalanced (99.6%)Imbalance
실기교사합계수(명) is highly imbalanced (98.4%)Imbalance
보건교사남성수(명) is highly imbalanced (99.4%)Imbalance
보건교사여성수(명) is highly imbalanced (53.3%)Imbalance
보건교사휴직교원수(명) is highly imbalanced (83.1%)Imbalance
보건교사합계수(명) is highly imbalanced (53.4%)Imbalance
영양교사남성수(명) is highly imbalanced (99.2%)Imbalance
영양교사여성수(명) is highly imbalanced (50.2%)Imbalance
영양교사휴직교원수(명) is highly imbalanced (85.7%)Imbalance
영양교사합계수(명) is highly imbalanced (50.2%)Imbalance
강사휴직교원수(명) is highly imbalanced (99.2%)Imbalance
제외사유 has 9997 (> 99.9%) missing valuesMissing
기간제교사휴직교원수(명) is highly skewed (γ1 = 46.65262237)Skewed
보직교사남성수(명) has 798 (8.0%) zerosZeros
보직교사여성수(명) has 736 (7.4%) zerosZeros
일반교사남성수(명) has 726 (7.3%) zerosZeros
일반교사여성수(명) has 197 (2.0%) zerosZeros
일반교사휴직교원수(명) has 1687 (16.9%) zerosZeros
일반교사합계수(명) has 144 (1.4%) zerosZeros
특수교사남성수(명) has 9157 (91.6%) zerosZeros
특수교사여성수(명) has 4665 (46.7%) zerosZeros
특수교사휴직교원수(명) has 8890 (88.9%) zerosZeros
특수교사합계수(명) has 4176 (41.8%) zerosZeros
기간제교사남성수(명) has 3974 (39.7%) zerosZeros
기간제교사여성수(명) has 1432 (14.3%) zerosZeros
기간제교사휴직교원수(명) has 9981 (99.8%) zerosZeros
기간제교사합계수(명) has 1073 (10.7%) zerosZeros
강사남성수(명) has 9225 (92.2%) zerosZeros
강사여성수(명) has 7592 (75.9%) zerosZeros
강사합계수(명) has 7166 (71.7%) zerosZeros
총계휴직교원수(명) has 1460 (14.6%) zerosZeros
원어민강사남성수(명) has 9471 (94.7%) zerosZeros
원어민강사여성수(명) has 9351 (93.5%) zerosZeros
원어민강사합계수(명) has 8900 (89.0%) zerosZeros
휴직교원수(명) has 1460 (14.6%) zerosZeros

Reproduction

Analysis started2023-12-10 21:53:02.777813
Analysis finished2023-12-10 21:53:04.284228
Duration1.51 second
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

기준년도
Categorical

Distinct5
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size156.2 KiB
2019
2052 
2018
2041 
2017
2013 
2016
1974 
2015
1920 

Length

Max length4
Median length4
Mean length4
Min length4

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row2019
2nd row2019
3rd row2018
4th row2017
5th row2018

Common Values

ValueCountFrequency (%)
2019 2052
20.5%
2018 2041
20.4%
2017 2013
20.1%
2016 1974
19.7%
2015 1920
19.2%

Length

2023-12-11T06:53:04.346126image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T06:53:04.430800image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2019 2052
20.5%
2018 2041
20.4%
2017 2013
20.1%
2016 1974
19.7%
2015 1920
19.2%

시군명
Categorical

Distinct31
Distinct (%)0.3%
Missing0
Missing (%)0.0%
Memory size156.2 KiB
수원시
852 
용인시
744 
고양시
686 
성남시
672 
화성시
 
621
Other values (26)
6425 

Length

Max length4
Median length3
Mean length3.0874
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row용인시
2nd row안양시
3rd row용인시
4th row수원시
5th row이천시

Common Values

ValueCountFrequency (%)
수원시 852
 
8.5%
용인시 744
 
7.4%
고양시 686
 
6.9%
성남시 672
 
6.7%
화성시 621
 
6.2%
부천시 532
 
5.3%
남양주시 483
 
4.8%
안산시 471
 
4.7%
평택시 427
 
4.3%
파주시 415
 
4.2%
Other values (21) 4097
41.0%

Length

2023-12-11T06:53:04.519169image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
수원시 852
 
8.5%
용인시 744
 
7.4%
고양시 686
 
6.9%
성남시 672
 
6.7%
화성시 621
 
6.2%
부천시 532
 
5.3%
남양주시 483
 
4.8%
안산시 471
 
4.7%
평택시 427
 
4.3%
파주시 415
 
4.2%
Other values (21) 4097
41.0%

지역교육청명
Categorical

Distinct27
Distinct (%)0.3%
Missing0
Missing (%)0.0%
Memory size156.2 KiB
경기도교육청
2109 
경기도화성오산교육지원청
651 
경기도수원교육지원청
642 
경기도용인교육지원청
615 
경기도고양교육지원청
 
527
Other values (22)
5456 

Length

Max length13
Median length10
Mean length9.6932
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row경기도용인교육지원청
2nd row경기도교육청
3rd row경기도용인교육지원청
4th row경기도수원교육지원청
5th row경기도이천교육지원청

Common Values

ValueCountFrequency (%)
경기도교육청 2109
21.1%
경기도화성오산교육지원청 651
 
6.5%
경기도수원교육지원청 642
 
6.4%
경기도용인교육지원청 615
 
6.2%
경기도고양교육지원청 527
 
5.3%
경기도성남교육지원청 507
 
5.1%
경기도구리남양주교육지원청 495
 
5.0%
경기도부천교육지원청 399
 
4.0%
경기도안산교육지원청 360
 
3.6%
경기도파주교육지원청 339
 
3.4%
Other values (17) 3356
33.6%

Length

2023-12-11T06:53:04.606581image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
경기도교육청 2109
21.1%
경기도화성오산교육지원청 651
 
6.5%
경기도수원교육지원청 642
 
6.4%
경기도용인교육지원청 615
 
6.2%
경기도고양교육지원청 527
 
5.3%
경기도성남교육지원청 507
 
5.1%
경기도구리남양주교육지원청 495
 
5.0%
경기도부천교육지원청 399
 
4.0%
경기도안산교육지원청 360
 
3.6%
경기도파주교육지원청 339
 
3.4%
Other values (17) 3356
33.6%

지역명
Categorical

Distinct42
Distinct (%)0.4%
Missing0
Missing (%)0.0%
Memory size156.2 KiB
경기도 화성시
 
621
경기도 부천시
 
532
경기도 남양주시
 
483
경기도 평택시
 
427
경기도 파주시
 
415
Other values (37)
7522 

Length

Max length12
Median length7
Mean length8.6395
Min length7

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row경기도 용인시 수지구
2nd row경기도 안양시 동안구
3rd row경기도 용인시 처인구
4th row경기도 수원시 영통구
5th row경기도 이천시

Common Values

ValueCountFrequency (%)
경기도 화성시 621
 
6.2%
경기도 부천시 532
 
5.3%
경기도 남양주시 483
 
4.8%
경기도 평택시 427
 
4.3%
경기도 파주시 415
 
4.2%
경기도 성남시 분당구 382
 
3.8%
경기도 시흥시 322
 
3.2%
경기도 김포시 308
 
3.1%
경기도 의정부시 289
 
2.9%
경기도 고양시 덕양구 289
 
2.9%
Other values (32) 5932
59.3%

Length

2023-12-11T06:53:04.698701image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
경기도 10000
42.1%
수원시 852
 
3.6%
용인시 744
 
3.1%
고양시 686
 
2.9%
성남시 672
 
2.8%
화성시 621
 
2.6%
부천시 532
 
2.2%
남양주시 483
 
2.0%
안산시 471
 
2.0%
평택시 427
 
1.8%
Other values (39) 8293
34.9%

학교명
Text

Distinct2483
Distinct (%)24.8%
Missing0
Missing (%)0.0%
Memory size156.2 KiB
2023-12-11T06:53:04.916842image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length24
Median length6
Mean length6.2755
Min length4

Characters and Unicode

Total characters62755
Distinct characters342
Distinct categories7 ?
Distinct scripts3 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique58 ?
Unique (%)0.6%

Sample

1st row신봉중학교
2nd row인덕원고등학교
3rd row헌산중학교
4th row청명중학교
5th row백사중학교
ValueCountFrequency (%)
초당초등학교 10
 
0.1%
삼성초등학교 10
 
0.1%
원일초등학교 10
 
0.1%
탑동초등학교 8
 
0.1%
신곡중학교 7
 
0.1%
오산초등학교 7
 
0.1%
석천초등학교 6
 
0.1%
상원초등학교 6
 
0.1%
평촌중학교 5
 
< 0.1%
청운중학교 5
 
< 0.1%
Other values (2474) 9930
99.3%
2023-12-11T06:53:05.243257image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
교 10225
16.3%
학 10145
16.2%
등 7265
 
11.6%
초 5334
 
8.5%
중 2807
 
4.5%
고 2194
 
3.5%
양 634
 
1.0%
성 621
 
1.0%
동 612
 
1.0%
천 611
 
1.0%
Other values (332) 22307
35.5%

Most occurring categories

ValueCountFrequency (%)
Other Letter 62617
99.8%
Lowercase Letter 57
 
0.1%
Close Punctuation 30
 
< 0.1%
Open Punctuation 30
 
< 0.1%
Uppercase Letter 16
 
< 0.1%
Space Separator 4
 
< 0.1%
Decimal Number 1
 
< 0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
교 10225
16.3%
학 10145
16.2%
등 7265
 
11.6%
초 5334
 
8.5%
중 2807
 
4.5%
고 2194
 
3.5%
양 634
 
1.0%
성 621
 
1.0%
동 612
 
1.0%
천 611
 
1.0%
Other values (316) 22169
35.4%
Lowercase Letter
ValueCountFrequency (%)
s 16
28.1%
e 9
15.8%
i 8
14.0%
n 8
14.0%
l 4
 
7.0%
h 4
 
7.0%
g 4
 
7.0%
u 4
 
7.0%
Uppercase Letter
ValueCountFrequency (%)
I 4
25.0%
E 4
25.0%
B 4
25.0%
T 4
25.0%
Close Punctuation
ValueCountFrequency (%)
) 30
100.0%
Open Punctuation
ValueCountFrequency (%)
( 30
100.0%
Space Separator
ValueCountFrequency (%)
4
100.0%
Decimal Number
ValueCountFrequency (%)
1 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 62617
99.8%
Latin 73
 
0.1%
Common 65
 
0.1%

Most frequent character per script

Hangul
ValueCountFrequency (%)
교 10225
16.3%
학 10145
16.2%
등 7265
 
11.6%
초 5334
 
8.5%
중 2807
 
4.5%
고 2194
 
3.5%
양 634
 
1.0%
성 621
 
1.0%
동 612
 
1.0%
천 611
 
1.0%
Other values (316) 22169
35.4%
Latin
ValueCountFrequency (%)
s 16
21.9%
e 9
12.3%
i 8
11.0%
n 8
11.0%
l 4
 
5.5%
I 4
 
5.5%
h 4
 
5.5%
g 4
 
5.5%
u 4
 
5.5%
E 4
 
5.5%
Other values (2) 8
11.0%
Common
ValueCountFrequency (%)
) 30
46.2%
( 30
46.2%
4
 
6.2%
1 1
 
1.5%

Most occurring blocks

ValueCountFrequency (%)
Hangul 62617
99.8%
ASCII 138
 
0.2%

Most frequent character per block

Hangul
ValueCountFrequency (%)
교 10225
16.3%
학 10145
16.2%
등 7265
 
11.6%
초 5334
 
8.5%
중 2807
 
4.5%
고 2194
 
3.5%
양 634
 
1.0%
성 621
 
1.0%
동 612
 
1.0%
천 611
 
1.0%
Other values (316) 22169
35.4%
ASCII
ValueCountFrequency (%)
) 30
21.7%
( 30
21.7%
s 16
11.6%
e 9
 
6.5%
i 8
 
5.8%
n 8
 
5.8%
l 4
 
2.9%
I 4
 
2.9%
h 4
 
2.9%
4
 
2.9%
Other values (6) 21
15.2%

학교급명
Categorical

Distinct12
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size156.2 KiB
초등학교
4182 
<NA>
2052 
중학교
2046 
고등학교
1551 
특수학교
 
97
Other values (7)
 
72

Length

Max length7
Median length4
Mean length3.8055
Min length3

Unique

Unique2 ?
Unique (%)< 0.1%

Sample

1st row<NA>
2nd row<NA>
3rd row중학교
4th row중학교
5th row중학교

Common Values

ValueCountFrequency (%)
초등학교 4182
41.8%
<NA> 2052
20.5%
중학교 2046
20.5%
고등학교 1551
 
15.5%
특수학교 97
 
1.0%
각종학교(중) 19
 
0.2%
방통고 17
 
0.2%
각종학교(고) 14
 
0.1%
방통중 11
 
0.1%
각종학교(초) 9
 
0.1%
Other values (2) 2
 
< 0.1%

Length

2023-12-11T06:53:05.358843image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
초등학교 4182
41.8%
na 2052
20.5%
중학교 2046
20.5%
고등학교 1551
 
15.5%
특수학교 97
 
1.0%
각종학교(중 19
 
0.2%
방통고 17
 
0.2%
각종학교(고 14
 
0.1%
방통중 11
 
0.1%
각종학교(초 9
 
0.1%
Other values (2) 2
 
< 0.1%

설립구분명
Categorical

IMBALANCE 

Distinct3
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size156.2 KiB
공립
8933 
사립
1059 
국립
 
8

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row공립
2nd row공립
3rd row사립
4th row공립
5th row공립

Common Values

ValueCountFrequency (%)
공립 8933
89.3%
사립 1059
 
10.6%
국립 8
 
0.1%

Length

2023-12-11T06:53:05.455150image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T06:53:05.526038image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
공립 8933
89.3%
사립 1059
 
10.6%
국립 8
 
0.1%

제외여부
Boolean

IMBALANCE 

Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size87.9 KiB
False
9997 
True
 
3
ValueCountFrequency (%)
False 9997
> 99.9%
True 3
 
< 0.1%
2023-12-11T06:53:05.602534image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

제외사유
Text

MISSING 

Distinct3
Distinct (%)100.0%
Missing9997
Missing (%)> 99.9%
Memory size156.2 KiB
2023-12-11T06:53:05.705682image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length18
Median length17
Mean length17
Min length16

Characters and Unicode

Total characters51
Distinct characters29
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

Unique3 ?
Unique (%)100.0%

Sample

1st row티엘비유글로벌학교(중) 내용 동일
2nd row티엘비유글로벌학교 중등 과 동일
3rd row서현고등학교 정보공시로 대체함
ValueCountFrequency (%)
동일 2
20.0%
티엘비유글로벌학교(중 1
10.0%
내용 1
10.0%
티엘비유글로벌학교 1
10.0%
중등 1
10.0%
과 1
10.0%
서현고등학교 1
10.0%
정보공시로 1
10.0%
대체함 1
10.0%
2023-12-11T06:53:05.935844image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
7
 
13.7%
로 3
 
5.9%
학 3
 
5.9%
교 3
 
5.9%
티 2
 
3.9%
등 2
 
3.9%
일 2
 
3.9%
동 2
 
3.9%
엘 2
 
3.9%
중 2
 
3.9%
Other values (19) 23
45.1%

Most occurring categories

ValueCountFrequency (%)
Other Letter 42
82.4%
Space Separator 7
 
13.7%
Close Punctuation 1
 
2.0%
Open Punctuation 1
 
2.0%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
로 3
 
7.1%
학 3
 
7.1%
교 3
 
7.1%
티 2
 
4.8%
등 2
 
4.8%
일 2
 
4.8%
동 2
 
4.8%
엘 2
 
4.8%
중 2
 
4.8%
벌 2
 
4.8%
Other values (16) 19
45.2%
Space Separator
ValueCountFrequency (%)
7
100.0%
Close Punctuation
ValueCountFrequency (%)
) 1
100.0%
Open Punctuation
ValueCountFrequency (%)
( 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 42
82.4%
Common 9
 
17.6%

Most frequent character per script

Hangul
ValueCountFrequency (%)
로 3
 
7.1%
학 3
 
7.1%
교 3
 
7.1%
티 2
 
4.8%
등 2
 
4.8%
일 2
 
4.8%
동 2
 
4.8%
엘 2
 
4.8%
중 2
 
4.8%
벌 2
 
4.8%
Other values (16) 19
45.2%
Common
ValueCountFrequency (%)
7
77.8%
) 1
 
11.1%
( 1
 
11.1%

Most occurring blocks

ValueCountFrequency (%)
Hangul 42
82.4%
ASCII 9
 
17.6%

Most frequent character per block

ASCII
ValueCountFrequency (%)
7
77.8%
) 1
 
11.1%
( 1
 
11.1%
Hangul
ValueCountFrequency (%)
로 3
 
7.1%
학 3
 
7.1%
교 3
 
7.1%
티 2
 
4.8%
등 2
 
4.8%
일 2
 
4.8%
동 2
 
4.8%
엘 2
 
4.8%
중 2
 
4.8%
벌 2
 
4.8%
Other values (16) 19
45.2%

교장남성수(명)
Categorical

IMBALANCE 

Distinct4
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size156.2 KiB
1
6446 
0
3547 
2
 
4
<NA>
 
3

Length

Max length4
Median length1
Mean length1.0009
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
1 6446
64.5%
0 3547
35.5%
2 4
 
< 0.1%
<NA> 3
 
< 0.1%

Length

2023-12-11T06:53:06.038054image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T06:53:06.117210image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
1 6446
64.5%
0 3547
35.5%
2 4
 
< 0.1%
na 3
 
< 0.1%

교장여성수(명)
Categorical

Distinct3
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size156.2 KiB
0
6779 
1
3218 
<NA>
 
3

Length

Max length4
Median length1
Mean length1.0009
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
0 6779
67.8%
1 3218
32.2%
<NA> 3
 
< 0.1%

Length

2023-12-11T06:53:06.222950image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T06:53:06.323906image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 6779
67.8%
1 3218
32.2%
na 3
 
< 0.1%

교장휴직교원수(명)
Categorical

IMBALANCE 

Distinct3
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size156.2 KiB
0
9993 
1
 
4
<NA>
 
3

Length

Max length4
Median length1
Mean length1.0009
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
0 9993
99.9%
1 4
 
< 0.1%
<NA> 3
 
< 0.1%

Length

2023-12-11T06:53:06.431800image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T06:53:06.509947image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 9993
99.9%
1 4
 
< 0.1%
na 3
 
< 0.1%

교장합계수(명)
Categorical

IMBALANCE 

Distinct4
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size156.2 KiB
1
9652 
0
 
335
2
 
10
<NA>
 
3

Length

Max length4
Median length1
Mean length1.0009
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
1 9652
96.5%
0 335
 
3.4%
2 10
 
0.1%
<NA> 3
 
< 0.1%

Length

2023-12-11T06:53:06.590969image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T06:53:06.669764image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
1 9652
96.5%
0 335
 
3.4%
2 10
 
0.1%
na 3
 
< 0.1%

교감남성수(명)
Categorical

Distinct4
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size156.2 KiB
1
5034 
0
4816 
2
 
147
<NA>
 
3

Length

Max length4
Median length1
Mean length1.0009
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
1 5034
50.3%
0 4816
48.2%
2 147
 
1.5%
<NA> 3
 
< 0.1%

Length

2023-12-11T06:53:06.756967image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T06:53:06.836430image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
1 5034
50.3%
0 4816
48.2%
2 147
 
1.5%
na 3
 
< 0.1%

교감여성수(명)
Categorical

Distinct4
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size156.2 KiB
0
5286 
1
4589 
2
 
122
<NA>
 
3

Length

Max length4
Median length1
Mean length1.0009
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
0 5286
52.9%
1 4589
45.9%
2 122
 
1.2%
<NA> 3
 
< 0.1%

Length

2023-12-11T06:53:06.944843image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T06:53:07.038468image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 5286
52.9%
1 4589
45.9%
2 122
 
1.2%
na 3
 
< 0.1%

교감휴직교원수(명)
Categorical

IMBALANCE 

Distinct3
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size156.2 KiB
0
9981 
1
 
16
<NA>
 
3

Length

Max length4
Median length1
Mean length1.0009
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
0 9981
99.8%
1 16
 
0.2%
<NA> 3
 
< 0.1%

Length

2023-12-11T06:53:07.140317image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T06:53:07.240740image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 9981
99.8%
1 16
 
0.2%
na 3
 
< 0.1%

교감합계수(명)
Categorical

IMBALANCE 

Distinct5
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size156.2 KiB
1
9209 
2
 
473
0
 
313
<NA>
 
3
3
 
2

Length

Max length4
Median length1
Mean length1.0009
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
1 9209
92.1%
2 473
 
4.7%
0 313
 
3.1%
<NA> 3
 
< 0.1%
3 2
 
< 0.1%

Length

2023-12-11T06:53:07.319525image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T06:53:07.417229image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
1 9209
92.1%
2 473
 
4.7%
0 313
 
3.1%
na 3
 
< 0.1%
3 2
 
< 0.1%

수석교사남성수(명)
Categorical

IMBALANCE 

Distinct3
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size156.2 KiB
0
9631 
1
 
366
<NA>
 
3

Length

Max length4
Median length1
Mean length1.0009
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
0 9631
96.3%
1 366
 
3.7%
<NA> 3
 
< 0.1%

Length

2023-12-11T06:53:07.503794image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T06:53:07.596795image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 9631
96.3%
1 366
 
3.7%
na 3
 
< 0.1%

수석교사여성수(명)
Categorical

IMBALANCE 

Distinct3
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size156.2 KiB
0
9014 
1
983 
<NA>
 
3

Length

Max length4
Median length1
Mean length1.0009
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
0 9014
90.1%
1 983
 
9.8%
<NA> 3
 
< 0.1%

Length

2023-12-11T06:53:07.681013image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T06:53:07.764221image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 9014
90.1%
1 983
 
9.8%
na 3
 
< 0.1%

수석교사휴직교원수(명)
Categorical

IMBALANCE 

Distinct3
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size156.2 KiB
0
9983 
1
 
14
<NA>
 
3

Length

Max length4
Median length1
Mean length1.0009
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
0 9983
99.8%
1 14
 
0.1%
<NA> 3
 
< 0.1%

Length

2023-12-11T06:53:07.872223image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T06:53:08.238093image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 9983
99.8%
1 14
 
0.1%
na 3
 
< 0.1%

수석교사합계수(명)
Categorical

IMBALANCE 

Distinct3
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size156.2 KiB
0
8648 
1
1349 
<NA>
 
3

Length

Max length4
Median length1
Mean length1.0009
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
0 8648
86.5%
1 1349
 
13.5%
<NA> 3
 
< 0.1%

Length

2023-12-11T06:53:08.324951image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T06:53:08.402412image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 8648
86.5%
1 1349
 
13.5%
na 3
 
< 0.1%

보직교사남성수(명)
Real number (ℝ)

ZEROS 

Distinct22
Distinct (%)0.2%
Missing3
Missing (%)< 0.1%
Infinite0
Infinite (%)0.0%
Mean3.4586376
Minimum0
Maximum21
Zeros798
Zeros (%)8.0%
Negative0
Negative (%)0.0%
Memory size166.0 KiB
2023-12-11T06:53:08.489128image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q11
median3
Q35
95-th percentile9
Maximum21
Range21
Interquartile range (IQR)4

Descriptive statistics

Standard deviation2.8887978
Coefficient of variation (CV)0.83524154
Kurtosis2.7455552
Mean3.4586376
Median Absolute Deviation (MAD)2
Skewness1.4545409
Sum34576
Variance8.3451527
MonotonicityNot monotonic
2023-12-11T06:53:08.585486image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=22)
ValueCountFrequency (%)
2 2010
20.1%
1 1934
19.3%
3 1448
14.5%
4 1040
10.4%
0 798
 
8.0%
5 770
 
7.7%
6 582
 
5.8%
7 444
 
4.4%
8 316
 
3.2%
9 218
 
2.2%
Other values (12) 437
 
4.4%
ValueCountFrequency (%)
0 798
 
8.0%
1 1934
19.3%
2 2010
20.1%
3 1448
14.5%
4 1040
10.4%
5 770
 
7.7%
6 582
 
5.8%
7 444
 
4.4%
8 316
 
3.2%
9 218
 
2.2%
ValueCountFrequency (%)
21 1
 
< 0.1%
20 1
 
< 0.1%
19 4
 
< 0.1%
18 6
 
0.1%
17 14
 
0.1%
16 15
 
0.1%
15 22
 
0.2%
14 20
 
0.2%
13 28
 
0.3%
12 70
0.7%

보직교사여성수(명)
Real number (ℝ)

ZEROS 

Distinct17
Distinct (%)0.2%
Missing3
Missing (%)< 0.1%
Infinite0
Infinite (%)0.0%
Mean5.1873562
Minimum0
Maximum16
Zeros736
Zeros (%)7.4%
Negative0
Negative (%)0.0%
Memory size166.0 KiB
2023-12-11T06:53:08.671059image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q12
median5
Q38
95-th percentile11
Maximum16
Range16
Interquartile range (IQR)6

Descriptive statistics

Standard deviation3.2950798
Coefficient of variation (CV)0.63521372
Kurtosis-0.85993051
Mean5.1873562
Median Absolute Deviation (MAD)3
Skewness0.18351759
Sum51858
Variance10.857551
MonotonicityNot monotonic
2023-12-11T06:53:08.763949image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=17)
ValueCountFrequency (%)
6 1025
10.2%
1 982
9.8%
7 980
9.8%
4 927
9.3%
5 922
9.2%
2 918
9.2%
8 848
8.5%
3 828
8.3%
9 739
7.4%
0 736
7.4%
Other values (7) 1092
10.9%
ValueCountFrequency (%)
0 736
7.4%
1 982
9.8%
2 918
9.2%
3 828
8.3%
4 927
9.3%
5 922
9.2%
6 1025
10.2%
7 980
9.8%
8 848
8.5%
9 739
7.4%
ValueCountFrequency (%)
16 4
 
< 0.1%
15 5
 
0.1%
14 19
 
0.2%
13 41
 
0.4%
12 136
 
1.4%
11 353
 
3.5%
10 534
5.3%
9 739
7.4%
8 848
8.5%
7 980
9.8%

보직교사휴직교원수(명)
Categorical

IMBALANCE 

Distinct5
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size156.2 KiB
0
9625 
1
 
336
2
 
30
3
 
6
<NA>
 
3

Length

Max length4
Median length1
Mean length1.0009
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
0 9625
96.2%
1 336
 
3.4%
2 30
 
0.3%
3 6
 
0.1%
<NA> 3
 
< 0.1%

Length

2023-12-11T06:53:08.867398image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T06:53:08.951712image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 9625
96.2%
1 336
 
3.4%
2 30
 
0.3%
3 6
 
0.1%
na 3
 
< 0.1%

보직교사합계수(명)
Real number (ℝ)

Distinct25
Distinct (%)0.3%
Missing3
Missing (%)< 0.1%
Infinite0
Infinite (%)0.0%
Mean8.6459938
Minimum0
Maximum24
Zeros23
Zeros (%)0.2%
Negative0
Negative (%)0.0%
Memory size166.0 KiB
2023-12-11T06:53:09.032286image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile2
Q16
median10
Q312
95-th percentile14
Maximum24
Range24
Interquartile range (IQR)6

Descriptive statistics

Standard deviation4.0682966
Coefficient of variation (CV)0.47054124
Kurtosis-0.78979608
Mean8.6459938
Median Absolute Deviation (MAD)2
Skewness-0.25882302
Sum86434
Variance16.551038
MonotonicityNot monotonic
2023-12-11T06:53:09.136597image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=25)
ValueCountFrequency (%)
12 2992
29.9%
2 1164
 
11.6%
8 959
 
9.6%
6 911
 
9.1%
10 753
 
7.5%
4 578
 
5.8%
9 476
 
4.8%
11 424
 
4.2%
13 375
 
3.8%
3 307
 
3.1%
Other values (15) 1058
 
10.6%
ValueCountFrequency (%)
0 23
 
0.2%
1 126
 
1.3%
2 1164
11.6%
3 307
 
3.1%
4 578
5.8%
5 226
 
2.3%
6 911
9.1%
7 182
 
1.8%
8 959
9.6%
9 476
4.8%
ValueCountFrequency (%)
24 1
 
< 0.1%
23 1
 
< 0.1%
22 1
 
< 0.1%
21 7
 
0.1%
20 16
 
0.2%
19 19
 
0.2%
18 51
0.5%
17 69
0.7%
16 78
0.8%
15 100
1.0%

일반교사남성수(명)
Real number (ℝ)

ZEROS 

Distinct61
Distinct (%)0.6%
Missing3
Missing (%)< 0.1%
Infinite0
Infinite (%)0.0%
Mean5.5887766
Minimum0
Maximum62
Zeros726
Zeros (%)7.3%
Negative0
Negative (%)0.0%
Memory size166.0 KiB
2023-12-11T06:53:09.238546image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q12
median3
Q37
95-th percentile19
Maximum62
Range62
Interquartile range (IQR)5

Descriptive statistics

Standard deviation6.7548277
Coefficient of variation (CV)1.2086416
Kurtosis13.222612
Mean5.5887766
Median Absolute Deviation (MAD)2
Skewness3.1190163
Sum55871
Variance45.627697
MonotonicityNot monotonic
2023-12-11T06:53:09.343049image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
2 1583
15.8%
3 1475
14.8%
1 1275
12.8%
4 1085
10.8%
5 764
7.6%
0 726
7.3%
6 567
 
5.7%
7 393
 
3.9%
8 328
 
3.3%
9 267
 
2.7%
Other values (51) 1534
15.3%
ValueCountFrequency (%)
0 726
7.3%
1 1275
12.8%
2 1583
15.8%
3 1475
14.8%
4 1085
10.8%
5 764
7.6%
6 567
 
5.7%
7 393
 
3.9%
8 328
 
3.3%
9 267
 
2.7%
ValueCountFrequency (%)
62 1
 
< 0.1%
61 2
< 0.1%
60 1
 
< 0.1%
59 2
< 0.1%
58 1
 
< 0.1%
56 3
< 0.1%
55 1
 
< 0.1%
54 2
< 0.1%
53 3
< 0.1%
52 3
< 0.1%

일반교사여성수(명)
Real number (ℝ)

ZEROS 

Distinct69
Distinct (%)0.7%
Missing3
Missing (%)< 0.1%
Infinite0
Infinite (%)0.0%
Mean19.731519
Minimum0
Maximum68
Zeros197
Zeros (%)2.0%
Negative0
Negative (%)0.0%
Memory size166.0 KiB
2023-12-11T06:53:09.452272image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile2
Q19
median18
Q328
95-th percentile44
Maximum68
Range68
Interquartile range (IQR)19

Descriptive statistics

Standard deviation13.149764
Coefficient of variation (CV)0.66643446
Kurtosis0.053953698
Mean19.731519
Median Absolute Deviation (MAD)9
Skewness0.65551605
Sum197256
Variance172.91631
MonotonicityNot monotonic
2023-12-11T06:53:09.569577image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
3 420
 
4.2%
4 320
 
3.2%
22 315
 
3.1%
16 300
 
3.0%
15 299
 
3.0%
17 295
 
2.9%
19 290
 
2.9%
23 286
 
2.9%
5 285
 
2.9%
2 283
 
2.8%
Other values (59) 6904
69.0%
ValueCountFrequency (%)
0 197
2.0%
1 150
 
1.5%
2 283
2.8%
3 420
4.2%
4 320
3.2%
5 285
2.9%
6 233
2.3%
7 196
2.0%
8 241
2.4%
9 244
2.4%
ValueCountFrequency (%)
68 2
 
< 0.1%
67 2
 
< 0.1%
66 3
 
< 0.1%
65 4
 
< 0.1%
64 2
 
< 0.1%
63 7
0.1%
62 5
 
0.1%
61 13
0.1%
60 14
0.1%
59 14
0.1%

일반교사휴직교원수(명)
Real number (ℝ)

ZEROS 

Distinct24
Distinct (%)0.2%
Missing3
Missing (%)< 0.1%
Infinite0
Infinite (%)0.0%
Mean3.7689307
Minimum0
Maximum24
Zeros1687
Zeros (%)16.9%
Negative0
Negative (%)0.0%
Memory size166.0 KiB
2023-12-11T06:53:09.670569image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q11
median3
Q36
95-th percentile10
Maximum24
Range24
Interquartile range (IQR)5

Descriptive statistics

Standard deviation3.339893
Coefficient of variation (CV)0.8861646
Kurtosis1.951744
Mean3.7689307
Median Absolute Deviation (MAD)2
Skewness1.2046671
Sum37678
Variance11.154885
MonotonicityNot monotonic
2023-12-11T06:53:09.763522image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=24)
ValueCountFrequency (%)
0 1687
16.9%
1 1304
13.0%
2 1237
12.4%
3 1223
12.2%
4 1089
10.9%
5 898
9.0%
6 682
6.8%
7 573
 
5.7%
8 407
 
4.1%
9 272
 
2.7%
Other values (14) 625
 
6.2%
ValueCountFrequency (%)
0 1687
16.9%
1 1304
13.0%
2 1237
12.4%
3 1223
12.2%
4 1089
10.9%
5 898
9.0%
6 682
6.8%
7 573
 
5.7%
8 407
 
4.1%
9 272
 
2.7%
ValueCountFrequency (%)
24 1
 
< 0.1%
23 1
 
< 0.1%
21 7
 
0.1%
20 6
 
0.1%
19 5
 
0.1%
18 10
 
0.1%
17 17
 
0.2%
16 13
 
0.1%
15 21
0.2%
14 47
0.5%

일반교사합계수(명)
Real number (ℝ)

ZEROS 

Distinct84
Distinct (%)0.8%
Missing3
Missing (%)< 0.1%
Infinite0
Infinite (%)0.0%
Mean25.320296
Minimum0
Maximum86
Zeros144
Zeros (%)1.4%
Negative0
Negative (%)0.0%
Memory size166.0 KiB
2023-12-11T06:53:09.866314image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile5
Q113
median23
Q334
95-th percentile56
Maximum86
Range86
Interquartile range (IQR)21

Descriptive statistics

Standard deviation15.83254
Coefficient of variation (CV)0.62529046
Kurtosis0.17341713
Mean25.320296
Median Absolute Deviation (MAD)11
Skewness0.74545793
Sum253127
Variance250.66931
MonotonicityNot monotonic
2023-12-11T06:53:09.987546image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
5 531
 
5.3%
6 337
 
3.4%
18 284
 
2.8%
19 275
 
2.8%
17 269
 
2.7%
24 267
 
2.7%
20 267
 
2.7%
23 264
 
2.6%
22 257
 
2.6%
25 252
 
2.5%
Other values (74) 6994
69.9%
ValueCountFrequency (%)
0 144
 
1.4%
1 12
 
0.1%
2 32
 
0.3%
3 33
 
0.3%
4 61
 
0.6%
5 531
5.3%
6 337
3.4%
7 206
 
2.1%
8 200
 
2.0%
9 207
 
2.1%
ValueCountFrequency (%)
86 1
 
< 0.1%
82 1
 
< 0.1%
81 3
 
< 0.1%
80 1
 
< 0.1%
79 3
 
< 0.1%
78 5
0.1%
77 6
0.1%
76 7
0.1%
75 10
0.1%
74 11
0.1%

특수교사남성수(명)
Real number (ℝ)

ZEROS 

Distinct18
Distinct (%)0.2%
Missing3
Missing (%)< 0.1%
Infinite0
Infinite (%)0.0%
Mean0.15824747
Minimum0
Maximum17
Zeros9157
Zeros (%)91.6%
Negative0
Negative (%)0.0%
Memory size166.0 KiB
2023-12-11T06:53:10.092302image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile1
Maximum17
Range17
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.89245943
Coefficient of variation (CV)5.6396441
Kurtosis136.57424
Mean0.15824747
Median Absolute Deviation (MAD)0
Skewness10.614911
Sum1582
Variance0.79648384
MonotonicityNot monotonic
2023-12-11T06:53:10.204888image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=18)
ValueCountFrequency (%)
0 9157
91.6%
1 693
 
6.9%
2 31
 
0.3%
3 22
 
0.2%
7 16
 
0.2%
5 13
 
0.1%
4 13
 
0.1%
8 11
 
0.1%
10 10
 
0.1%
6 7
 
0.1%
Other values (8) 24
 
0.2%
ValueCountFrequency (%)
0 9157
91.6%
1 693
 
6.9%
2 31
 
0.3%
3 22
 
0.2%
4 13
 
0.1%
5 13
 
0.1%
6 7
 
0.1%
7 16
 
0.2%
8 11
 
0.1%
9 3
 
< 0.1%
ValueCountFrequency (%)
17 2
 
< 0.1%
16 2
 
< 0.1%
15 1
 
< 0.1%
14 1
 
< 0.1%
13 5
0.1%
12 5
0.1%
11 5
0.1%
10 10
0.1%
9 3
 
< 0.1%
8 11
0.1%

특수교사여성수(명)
Real number (ℝ)

ZEROS 

Distinct40
Distinct (%)0.4%
Missing3
Missing (%)< 0.1%
Infinite0
Infinite (%)0.0%
Mean0.87916375
Minimum0
Maximum49
Zeros4665
Zeros (%)46.7%
Negative0
Negative (%)0.0%
Memory size166.0 KiB
2023-12-11T06:53:10.325760image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median1
Q31
95-th percentile2
Maximum49
Range49
Interquartile range (IQR)1

Descriptive statistics

Standard deviation2.5549587
Coefficient of variation (CV)2.9061238
Kurtosis126.30267
Mean0.87916375
Median Absolute Deviation (MAD)1
Skewness10.361844
Sum8789
Variance6.5278141
MonotonicityNot monotonic
2023-12-11T06:53:10.443147image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=40)
ValueCountFrequency (%)
0 4665
46.7%
1 4316
43.2%
2 758
 
7.6%
3 110
 
1.1%
4 20
 
0.2%
14 11
 
0.1%
11 9
 
0.1%
31 8
 
0.1%
10 7
 
0.1%
12 6
 
0.1%
Other values (30) 87
 
0.9%
ValueCountFrequency (%)
0 4665
46.7%
1 4316
43.2%
2 758
 
7.6%
3 110
 
1.1%
4 20
 
0.2%
5 6
 
0.1%
6 4
 
< 0.1%
7 1
 
< 0.1%
8 3
 
< 0.1%
9 5
 
0.1%
ValueCountFrequency (%)
49 1
 
< 0.1%
47 1
 
< 0.1%
42 1
 
< 0.1%
41 2
< 0.1%
37 1
 
< 0.1%
36 3
< 0.1%
35 2
< 0.1%
34 3
< 0.1%
33 1
 
< 0.1%
32 2
< 0.1%

특수교사휴직교원수(명)
Real number (ℝ)

ZEROS 

Distinct18
Distinct (%)0.2%
Missing3
Missing (%)< 0.1%
Infinite0
Infinite (%)0.0%
Mean0.15614684
Minimum0
Maximum19
Zeros8890
Zeros (%)88.9%
Negative0
Negative (%)0.0%
Memory size166.0 KiB
2023-12-11T06:53:10.548142image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile1
Maximum19
Range19
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.73289858
Coefficient of variation (CV)4.6936497
Kurtosis220.22692
Mean0.15614684
Median Absolute Deviation (MAD)0
Skewness12.716711
Sum1561
Variance0.53714033
MonotonicityNot monotonic
2023-12-11T06:53:10.646984image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=18)
ValueCountFrequency (%)
0 8890
88.9%
1 991
 
9.9%
2 47
 
0.5%
3 16
 
0.2%
4 11
 
0.1%
5 10
 
0.1%
7 6
 
0.1%
13 5
 
0.1%
6 4
 
< 0.1%
11 3
 
< 0.1%
Other values (8) 14
 
0.1%
ValueCountFrequency (%)
0 8890
88.9%
1 991
 
9.9%
2 47
 
0.5%
3 16
 
0.2%
4 11
 
0.1%
5 10
 
0.1%
6 4
 
< 0.1%
7 6
 
0.1%
8 2
 
< 0.1%
9 2
 
< 0.1%
ValueCountFrequency (%)
19 1
 
< 0.1%
17 1
 
< 0.1%
15 2
 
< 0.1%
14 1
 
< 0.1%
13 5
0.1%
12 3
< 0.1%
11 3
< 0.1%
10 2
 
< 0.1%
9 2
 
< 0.1%
8 2
 
< 0.1%

특수교사합계수(명)
Real number (ℝ)

ZEROS 

Distinct46
Distinct (%)0.5%
Missing3
Missing (%)< 0.1%
Infinite0
Infinite (%)0.0%
Mean1.0374112
Minimum0
Maximum52
Zeros4176
Zeros (%)41.8%
Negative0
Negative (%)0.0%
Memory size166.0 KiB
2023-12-11T06:53:10.783074image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median1
Q31
95-th percentile2
Maximum52
Range52
Interquartile range (IQR)1

Descriptive statistics

Standard deviation3.2204269
Coefficient of variation (CV)3.1042915
Kurtosis104.36353
Mean1.0374112
Median Absolute Deviation (MAD)1
Skewness9.6836241
Sum10371
Variance10.371149
MonotonicityNot monotonic
2023-12-11T06:53:10.918419image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=46)
ValueCountFrequency (%)
1 4625
46.2%
0 4176
41.8%
2 888
 
8.9%
3 149
 
1.5%
4 23
 
0.2%
35 8
 
0.1%
14 7
 
0.1%
31 7
 
0.1%
38 6
 
0.1%
17 6
 
0.1%
Other values (36) 102
 
1.0%
ValueCountFrequency (%)
0 4176
41.8%
1 4625
46.2%
2 888
 
8.9%
3 149
 
1.5%
4 23
 
0.2%
5 6
 
0.1%
6 4
 
< 0.1%
7 2
 
< 0.1%
8 1
 
< 0.1%
9 3
 
< 0.1%
ValueCountFrequency (%)
52 2
 
< 0.1%
49 1
 
< 0.1%
46 2
 
< 0.1%
43 2
 
< 0.1%
42 2
 
< 0.1%
41 1
 
< 0.1%
40 5
0.1%
39 2
 
< 0.1%
38 6
0.1%
37 1
 
< 0.1%

전문상담교사남성수(명)
Categorical

IMBALANCE 

Distinct3
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size156.2 KiB
0
9750 
1
 
247
<NA>
 
3

Length

Max length4
Median length1
Mean length1.0009
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
0 9750
97.5%
1 247
 
2.5%
<NA> 3
 
< 0.1%

Length

2023-12-11T06:53:11.026768image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T06:53:11.102583image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 9750
97.5%
1 247
 
2.5%
na 3
 
< 0.1%

전문상담교사여성수(명)
Categorical

IMBALANCE 

Distinct4
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size156.2 KiB
0
8303 
1
1677 
2
 
17
<NA>
 
3

Length

Max length4
Median length1
Mean length1.0009
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
0 8303
83.0%
1 1677
 
16.8%
2 17
 
0.2%
<NA> 3
 
< 0.1%

Length

2023-12-11T06:53:11.194804image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T06:53:11.296091image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 8303
83.0%
1 1677
 
16.8%
2 17
 
0.2%
na 3
 
< 0.1%

전문상담교사휴직교원수(명)
Categorical

IMBALANCE 

Distinct3
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size156.2 KiB
0
9802 
1
 
195
<NA>
 
3

Length

Max length4
Median length1
Mean length1.0009
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
0 9802
98.0%
1 195
 
1.9%
<NA> 3
 
< 0.1%

Length

2023-12-11T06:53:11.408689image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T06:53:11.496483image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 9802
98.0%
1 195
 
1.9%
na 3
 
< 0.1%

전문상담교사합계수(명)
Categorical

IMBALANCE 

Distinct4
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size156.2 KiB
0
8060 
1
1916 
2
 
21
<NA>
 
3

Length

Max length4
Median length1
Mean length1.0009
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
0 8060
80.6%
1 1916
 
19.2%
2 21
 
0.2%
<NA> 3
 
< 0.1%

Length

2023-12-11T06:53:11.578263image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T06:53:11.656548image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 8060
80.6%
1 1916
 
19.2%
2 21
 
0.2%
na 3
 
< 0.1%

사서교사남성수(명)
Categorical

IMBALANCE 

Distinct3
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size156.2 KiB
0
9990 
1
 
7
<NA>
 
3

Length

Max length4
Median length1
Mean length1.0009
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
0 9990
99.9%
1 7
 
0.1%
<NA> 3
 
< 0.1%

Length

2023-12-11T06:53:11.740435image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T06:53:11.817237image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 9990
99.9%
1 7
 
0.1%
na 3
 
< 0.1%

사서교사여성수(명)
Categorical

IMBALANCE 

Distinct3
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size156.2 KiB
0
9559 
1
 
438
<NA>
 
3

Length

Max length4
Median length1
Mean length1.0009
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
0 9559
95.6%
1 438
 
4.4%
<NA> 3
 
< 0.1%

Length

2023-12-11T06:53:11.897871image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T06:53:11.979658image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 9559
95.6%
1 438
 
4.4%
na 3
 
< 0.1%

사서교사휴직교원수(명)
Categorical

IMBALANCE 

Distinct3
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size156.2 KiB
0
9923 
1
 
74
<NA>
 
3

Length

Max length4
Median length1
Mean length1.0009
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
0 9923
99.2%
1 74
 
0.7%
<NA> 3
 
< 0.1%

Length

2023-12-11T06:53:12.059040image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T06:53:12.143239image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 9923
99.2%
1 74
 
0.7%
na 3
 
< 0.1%

사서교사합계수(명)
Categorical

IMBALANCE 

Distinct3
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size156.2 KiB
0
9552 
1
 
445
<NA>
 
3

Length

Max length4
Median length1
Mean length1.0009
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
0 9552
95.5%
1 445
 
4.5%
<NA> 3
 
< 0.1%

Length

2023-12-11T06:53:12.225636image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T06:53:12.321730image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 9552
95.5%
1 445
 
4.5%
na 3
 
< 0.1%

실기교사남성수(명)
Categorical

IMBALANCE 

Distinct3
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size156.2 KiB
0
9977 
1
 
20
<NA>
 
3

Length

Max length4
Median length1
Mean length1.0009
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
0 9977
99.8%
1 20
 
0.2%
<NA> 3
 
< 0.1%

Length

2023-12-11T06:53:12.403268image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T06:53:12.481177image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 9977
99.8%
1 20
 
0.2%
na 3
 
< 0.1%

실기교사여성수(명)
Categorical

IMBALANCE 

Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size156.2 KiB
0
9997 
<NA>
 
3

Length

Max length4
Median length1
Mean length1.0009
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
0 9997
> 99.9%
<NA> 3
 
< 0.1%

Length

2023-12-11T06:53:12.562410image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T06:53:12.640487image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 9997
> 99.9%
na 3
 
< 0.1%

실기교사휴직교원수(명)
Categorical

IMBALANCE 

Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size156.2 KiB
0
9997 
<NA>
 
3

Length

Max length4
Median length1
Mean length1.0009
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
0 9997
> 99.9%
<NA> 3
 
< 0.1%

Length

2023-12-11T06:53:12.723753image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T06:53:12.797782image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 9997
> 99.9%
na 3
 
< 0.1%

실기교사합계수(명)
Categorical

IMBALANCE 

Distinct3
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size156.2 KiB
0
9977 
1
 
20
<NA>
 
3

Length

Max length4
Median length1
Mean length1.0009
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
0 9977
99.8%
1 20
 
0.2%
<NA> 3
 
< 0.1%

Length

2023-12-11T06:53:13.093498image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T06:53:13.171468image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 9977
99.8%
1 20
 
0.2%
na 3
 
< 0.1%

보건교사남성수(명)
Categorical

IMBALANCE 

Distinct3
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size156.2 KiB
0
9993 
1
 
4
<NA>
 
3

Length

Max length4
Median length1
Mean length1.0009
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
0 9993
99.9%
1 4
 
< 0.1%
<NA> 3
 
< 0.1%

Length

2023-12-11T06:53:13.253031image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T06:53:13.331326image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 9993
99.9%
1 4
 
< 0.1%
na 3
 
< 0.1%

보건교사여성수(명)
Categorical

IMBALANCE 

Distinct4
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size156.2 KiB
1
6778 
0
3191 
2
 
28
<NA>
 
3

Length

Max length4
Median length1
Mean length1.0009
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
1 6778
67.8%
0 3191
31.9%
2 28
 
0.3%
<NA> 3
 
< 0.1%

Length

2023-12-11T06:53:13.415724image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T06:53:13.496670image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
1 6778
67.8%
0 3191
31.9%
2 28
 
0.3%
na 3
 
< 0.1%

보건교사휴직교원수(명)
Categorical

IMBALANCE 

Distinct4
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size156.2 KiB
0
9384 
1
 
612
<NA>
 
3
2
 
1

Length

Max length4
Median length1
Mean length1.0009
Min length1

Unique

Unique1 ?
Unique (%)< 0.1%

Sample

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

Common Values

ValueCountFrequency (%)
0 9384
93.8%
1 612
 
6.1%
<NA> 3
 
< 0.1%
2 1
 
< 0.1%

Length

2023-12-11T06:53:13.589965image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T06:53:13.673087image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 9384
93.8%
1 612
 
6.1%
na 3
 
< 0.1%
2 1
 
< 0.1%

보건교사합계수(명)
Categorical

IMBALANCE 

Distinct4
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size156.2 KiB
1
6782 
0
3187 
2
 
28
<NA>
 
3

Length

Max length4
Median length1
Mean length1.0009
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
1 6782
67.8%
0 3187
31.9%
2 28
 
0.3%
<NA> 3
 
< 0.1%

Length

2023-12-11T06:53:13.761305image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T06:53:13.845241image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
1 6782
67.8%
0 3187
31.9%
2 28
 
0.3%
na 3
 
< 0.1%

영양교사남성수(명)
Categorical

IMBALANCE 

Distinct3
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size156.2 KiB
0
9990 
1
 
7
<NA>
 
3

Length

Max length4
Median length1
Mean length1.0009
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
0 9990
99.9%
1 7
 
0.1%
<NA> 3
 
< 0.1%

Length

2023-12-11T06:53:13.947968image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T06:53:14.031598image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 9990
99.9%
1 7
 
0.1%
na 3
 
< 0.1%

영양교사여성수(명)
Categorical

IMBALANCE 

Distinct4
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size156.2 KiB
0
6143 
1
3816 
2
 
38
<NA>
 
3

Length

Max length4
Median length1
Mean length1.0009
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
0 6143
61.4%
1 3816
38.2%
2 38
 
0.4%
<NA> 3
 
< 0.1%

Length

2023-12-11T06:53:14.114650image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T06:53:14.205425image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 6143
61.4%
1 3816
38.2%
2 38
 
0.4%
na 3
 
< 0.1%

영양교사휴직교원수(명)
Categorical

IMBALANCE 

Distinct3
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size156.2 KiB
0
9639 
1
 
358
<NA>
 
3

Length

Max length4
Median length1
Mean length1.0009
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
0 9639
96.4%
1 358
 
3.6%
<NA> 3
 
< 0.1%

Length

2023-12-11T06:53:14.295426image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T06:53:14.386803image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 9639
96.4%
1 358
 
3.6%
na 3
 
< 0.1%

영양교사합계수(명)
Categorical

IMBALANCE 

Distinct4
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size156.2 KiB
0
6136 
1
3823 
2
 
38
<NA>
 
3

Length

Max length4
Median length1
Mean length1.0009
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
0 6136
61.4%
1 3823
38.2%
2 38
 
0.4%
<NA> 3
 
< 0.1%

Length

2023-12-11T06:53:14.474013image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T06:53:14.562946image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 6136
61.4%
1 3823
38.2%
2 38
 
0.4%
na 3
 
< 0.1%

기간제교사남성수(명)
Real number (ℝ)

ZEROS 

Distinct21
Distinct (%)0.2%
Missing3
Missing (%)< 0.1%
Infinite0
Infinite (%)0.0%
Mean1.6069821
Minimum0
Maximum20
Zeros3974
Zeros (%)39.7%
Negative0
Negative (%)0.0%
Memory size166.0 KiB
2023-12-11T06:53:14.644686image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median1
Q32
95-th percentile6
Maximum20
Range20
Interquartile range (IQR)2

Descriptive statistics

Standard deviation2.1245444
Coefficient of variation (CV)1.322071
Kurtosis7.5609414
Mean1.6069821
Median Absolute Deviation (MAD)1
Skewness2.228113
Sum16065
Variance4.5136887
MonotonicityNot monotonic
2023-12-11T06:53:14.748473image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=21)
ValueCountFrequency (%)
0 3974
39.7%
1 2312
23.1%
2 1408
 
14.1%
3 803
 
8.0%
4 534
 
5.3%
5 393
 
3.9%
6 228
 
2.3%
7 132
 
1.3%
8 77
 
0.8%
9 45
 
0.4%
Other values (11) 91
 
0.9%
ValueCountFrequency (%)
0 3974
39.7%
1 2312
23.1%
2 1408
 
14.1%
3 803
 
8.0%
4 534
 
5.3%
5 393
 
3.9%
6 228
 
2.3%
7 132
 
1.3%
8 77
 
0.8%
9 45
 
0.4%
ValueCountFrequency (%)
20 2
 
< 0.1%
19 1
 
< 0.1%
18 1
 
< 0.1%
17 3
 
< 0.1%
16 1
 
< 0.1%
15 4
 
< 0.1%
14 8
0.1%
13 16
0.2%
12 13
0.1%
11 14
0.1%

기간제교사여성수(명)
Real number (ℝ)

ZEROS 

Distinct29
Distinct (%)0.3%
Missing3
Missing (%)< 0.1%
Infinite0
Infinite (%)0.0%
Mean3.7628288
Minimum0
Maximum28
Zeros1432
Zeros (%)14.3%
Negative0
Negative (%)0.0%
Memory size166.0 KiB
2023-12-11T06:53:14.869510image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q11
median3
Q36
95-th percentile11
Maximum28
Range28
Interquartile range (IQR)5

Descriptive statistics

Standard deviation3.7228229
Coefficient of variation (CV)0.98936812
Kurtosis3.2707756
Mean3.7628288
Median Absolute Deviation (MAD)2
Skewness1.5684161
Sum37617
Variance13.85941
MonotonicityNot monotonic
2023-12-11T06:53:14.992700image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=29)
ValueCountFrequency (%)
1 1961
19.6%
2 1572
15.7%
0 1432
14.3%
3 1075
10.8%
4 799
8.0%
5 606
 
6.1%
6 540
 
5.4%
7 503
 
5.0%
8 335
 
3.4%
9 297
 
3.0%
Other values (19) 877
8.8%
ValueCountFrequency (%)
0 1432
14.3%
1 1961
19.6%
2 1572
15.7%
3 1075
10.8%
4 799
8.0%
5 606
 
6.1%
6 540
 
5.4%
7 503
 
5.0%
8 335
 
3.4%
9 297
 
3.0%
ValueCountFrequency (%)
28 4
 
< 0.1%
27 3
 
< 0.1%
26 1
 
< 0.1%
25 3
 
< 0.1%
24 3
 
< 0.1%
23 1
 
< 0.1%
22 2
 
< 0.1%
21 4
 
< 0.1%
20 11
0.1%
19 11
0.1%

기간제교사휴직교원수(명)
Real number (ℝ)

SKEWED  ZEROS 

Distinct6
Distinct (%)0.1%
Missing3
Missing (%)< 0.1%
Infinite0
Infinite (%)0.0%
Mean0.0028008403
Minimum0
Maximum6
Zeros9981
Zeros (%)99.8%
Negative0
Negative (%)0.0%
Memory size166.0 KiB
2023-12-11T06:53:15.142366image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

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

Descriptive statistics

Standard deviation0.089416753
Coefficient of variation (CV)31.924974
Kurtosis2615.5627
Mean0.0028008403
Median Absolute Deviation (MAD)0
Skewness46.652622
Sum28
Variance0.0079953558
MonotonicityNot monotonic
2023-12-11T06:53:15.265478image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=6)
ValueCountFrequency (%)
0 9981
99.8%
1 11
 
0.1%
2 2
 
< 0.1%
3 1
 
< 0.1%
6 1
 
< 0.1%
4 1
 
< 0.1%
(Missing) 3
 
< 0.1%
ValueCountFrequency (%)
0 9981
99.8%
1 11
 
0.1%
2 2
 
< 0.1%
3 1
 
< 0.1%
4 1
 
< 0.1%
6 1
 
< 0.1%
ValueCountFrequency (%)
6 1
 
< 0.1%
4 1
 
< 0.1%
3 1
 
< 0.1%
2 2
 
< 0.1%
1 11
 
0.1%
0 9981
99.8%

기간제교사합계수(명)
Real number (ℝ)

ZEROS 

Distinct42
Distinct (%)0.4%
Missing3
Missing (%)< 0.1%
Infinite0
Infinite (%)0.0%
Mean5.3698109
Minimum0
Maximum45
Zeros1073
Zeros (%)10.7%
Negative0
Negative (%)0.0%
Memory size166.0 KiB
2023-12-11T06:53:15.376751image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q11
median4
Q38
95-th percentile16
Maximum45
Range45
Interquartile range (IQR)7

Descriptive statistics

Standard deviation5.2948839
Coefficient of variation (CV)0.98604661
Kurtosis3.8413592
Mean5.3698109
Median Absolute Deviation (MAD)3
Skewness1.6304401
Sum53682
Variance28.035795
MonotonicityNot monotonic
2023-12-11T06:53:15.489638image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=42)
ValueCountFrequency (%)
1 1457
14.6%
2 1367
13.7%
0 1073
10.7%
3 1032
10.3%
4 805
8.1%
5 620
 
6.2%
6 492
 
4.9%
7 459
 
4.6%
8 386
 
3.9%
9 355
 
3.5%
Other values (32) 1951
19.5%
ValueCountFrequency (%)
0 1073
10.7%
1 1457
14.6%
2 1367
13.7%
3 1032
10.3%
4 805
8.1%
5 620
6.2%
6 492
 
4.9%
7 459
 
4.6%
8 386
 
3.9%
9 355
 
3.5%
ValueCountFrequency (%)
45 1
 
< 0.1%
44 1
 
< 0.1%
41 2
< 0.1%
40 3
< 0.1%
38 1
 
< 0.1%
37 3
< 0.1%
36 1
 
< 0.1%
34 3
< 0.1%
33 3
< 0.1%
32 2
< 0.1%

강사남성수(명)
Real number (ℝ)

ZEROS 

Distinct15
Distinct (%)0.2%
Missing3
Missing (%)< 0.1%
Infinite0
Infinite (%)0.0%
Mean0.11423427
Minimum0
Maximum14
Zeros9225
Zeros (%)92.2%
Negative0
Negative (%)0.0%
Memory size166.0 KiB
2023-12-11T06:53:15.597760image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile1
Maximum14
Range14
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.55594791
Coefficient of variation (CV)4.8667349
Kurtosis181.74392
Mean0.11423427
Median Absolute Deviation (MAD)0
Skewness10.867347
Sum1142
Variance0.30907808
MonotonicityNot monotonic
2023-12-11T06:53:15.698460image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=15)
ValueCountFrequency (%)
0 9225
92.2%
1 620
 
6.2%
2 77
 
0.8%
3 25
 
0.2%
4 21
 
0.2%
5 11
 
0.1%
6 6
 
0.1%
7 4
 
< 0.1%
13 2
 
< 0.1%
8 1
 
< 0.1%
Other values (5) 5
 
0.1%
(Missing) 3
 
< 0.1%
ValueCountFrequency (%)
0 9225
92.2%
1 620
 
6.2%
2 77
 
0.8%
3 25
 
0.2%
4 21
 
0.2%
5 11
 
0.1%
6 6
 
0.1%
7 4
 
< 0.1%
8 1
 
< 0.1%
9 1
 
< 0.1%
ValueCountFrequency (%)
14 1
 
< 0.1%
13 2
 
< 0.1%
12 1
 
< 0.1%
11 1
 
< 0.1%
10 1
 
< 0.1%
9 1
 
< 0.1%
8 1
 
< 0.1%
7 4
 
< 0.1%
6 6
0.1%
5 11
0.1%

강사여성수(명)
Real number (ℝ)

ZEROS 

Distinct15
Distinct (%)0.2%
Missing3
Missing (%)< 0.1%
Infinite0
Infinite (%)0.0%
Mean0.34790437
Minimum0
Maximum16
Zeros7592
Zeros (%)75.9%
Negative0
Negative (%)0.0%
Memory size166.0 KiB
2023-12-11T06:53:15.875618image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile2
Maximum16
Range16
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.86481097
Coefficient of variation (CV)2.4857721
Kurtosis59.680719
Mean0.34790437
Median Absolute Deviation (MAD)0
Skewness5.9508206
Sum3478
Variance0.74789802
MonotonicityNot monotonic
2023-12-11T06:53:15.980806image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=15)
ValueCountFrequency (%)
0 7592
75.9%
1 1828
 
18.3%
2 410
 
4.1%
3 66
 
0.7%
4 33
 
0.3%
6 18
 
0.2%
5 16
 
0.2%
7 11
 
0.1%
8 8
 
0.1%
12 5
 
0.1%
Other values (5) 10
 
0.1%
ValueCountFrequency (%)
0 7592
75.9%
1 1828
 
18.3%
2 410
 
4.1%
3 66
 
0.7%
4 33
 
0.3%
5 16
 
0.2%
6 18
 
0.2%
7 11
 
0.1%
8 8
 
0.1%
9 2
 
< 0.1%
ValueCountFrequency (%)
16 1
 
< 0.1%
14 1
 
< 0.1%
12 5
 
0.1%
11 3
 
< 0.1%
10 3
 
< 0.1%
9 2
 
< 0.1%
8 8
0.1%
7 11
0.1%
6 18
0.2%
5 16
0.2%

강사휴직교원수(명)
Categorical

IMBALANCE 

Distinct4
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size156.2 KiB
0
9986 
1
 
10
<NA>
 
3
6
 
1

Length

Max length4
Median length1
Mean length1.0009
Min length1

Unique

Unique1 ?
Unique (%)< 0.1%

Sample

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

Common Values

ValueCountFrequency (%)
0 9986
99.9%
1 10
 
0.1%
<NA> 3
 
< 0.1%
6 1
 
< 0.1%

Length

2023-12-11T06:53:16.093060image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T06:53:16.177905image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 9986
99.9%
1 10
 
0.1%
na 3
 
< 0.1%
6 1
 
< 0.1%

강사합계수(명)
Real number (ℝ)

ZEROS 

Distinct20
Distinct (%)0.2%
Missing3
Missing (%)< 0.1%
Infinite0
Infinite (%)0.0%
Mean0.46213864
Minimum0
Maximum21
Zeros7166
Zeros (%)71.7%
Negative0
Negative (%)0.0%
Memory size166.0 KiB
2023-12-11T06:53:16.260146image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q31
95-th percentile2
Maximum21
Range21
Interquartile range (IQR)1

Descriptive statistics

Standard deviation1.2137056
Coefficient of variation (CV)2.6262802
Kurtosis74.571328
Mean0.46213864
Median Absolute Deviation (MAD)0
Skewness7.1423453
Sum4620
Variance1.4730812
MonotonicityNot monotonic
2023-12-11T06:53:16.347637image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=20)
ValueCountFrequency (%)
0 7166
71.7%
1 2050
 
20.5%
2 508
 
5.1%
3 108
 
1.1%
4 52
 
0.5%
5 26
 
0.3%
7 13
 
0.1%
6 13
 
0.1%
8 11
 
0.1%
10 9
 
0.1%
Other values (10) 41
 
0.4%
ValueCountFrequency (%)
0 7166
71.7%
1 2050
 
20.5%
2 508
 
5.1%
3 108
 
1.1%
4 52
 
0.5%
5 26
 
0.3%
6 13
 
0.1%
7 13
 
0.1%
8 11
 
0.1%
9 7
 
0.1%
ValueCountFrequency (%)
21 1
 
< 0.1%
19 1
 
< 0.1%
18 2
 
< 0.1%
17 4
< 0.1%
15 3
 
< 0.1%
14 9
0.1%
13 5
0.1%
12 3
 
< 0.1%
11 6
0.1%
10 9
0.1%

총계남성수(명)
Real number (ℝ)

Distinct83
Distinct (%)0.8%
Missing3
Missing (%)< 0.1%
Infinite0
Infinite (%)0.0%
Mean12.170551
Minimum0
Maximum89
Zeros11
Zeros (%)0.1%
Negative0
Negative (%)0.0%
Memory size166.0 KiB
2023-12-11T06:53:16.452550image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile3
Q16
median9
Q315
95-th percentile34
Maximum89
Range89
Interquartile range (IQR)9

Descriptive statistics

Standard deviation10.535275
Coefficient of variation (CV)0.86563663
Kurtosis7.4739619
Mean12.170551
Median Absolute Deviation (MAD)4
Skewness2.3489727
Sum121669
Variance110.99202
MonotonicityNot monotonic
2023-12-11T06:53:16.563982image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
6 899
 
9.0%
5 867
 
8.7%
7 831
 
8.3%
8 747
 
7.5%
4 726
 
7.3%
9 580
 
5.8%
3 484
 
4.8%
10 477
 
4.8%
11 392
 
3.9%
12 367
 
3.7%
Other values (73) 3627
36.3%
ValueCountFrequency (%)
0 11
 
0.1%
1 105
 
1.1%
2 256
 
2.6%
3 484
4.8%
4 726
7.3%
5 867
8.7%
6 899
9.0%
7 831
8.3%
8 747
7.5%
9 580
5.8%
ValueCountFrequency (%)
89 1
 
< 0.1%
85 2
< 0.1%
84 1
 
< 0.1%
83 2
< 0.1%
82 1
 
< 0.1%
81 2
< 0.1%
79 1
 
< 0.1%
78 2
< 0.1%
77 1
 
< 0.1%
76 3
< 0.1%

총계여성수(명)
Real number (ℝ)

Distinct95
Distinct (%)1.0%
Missing3
Missing (%)< 0.1%
Infinite0
Infinite (%)0.0%
Mean32.10033
Minimum0
Maximum99
Zeros18
Zeros (%)0.2%
Negative0
Negative (%)0.0%
Memory size166.0 KiB
2023-12-11T06:53:16.679623image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile6
Q118
median31
Q344
95-th percentile64
Maximum99
Range99
Interquartile range (IQR)26

Descriptive statistics

Standard deviation18.138331
Coefficient of variation (CV)0.56505122
Kurtosis-0.28382709
Mean32.10033
Median Absolute Deviation (MAD)13
Skewness0.41684089
Sum320907
Variance328.99904
MonotonicityNot monotonic
2023-12-11T06:53:16.797242image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
36 233
 
2.3%
37 227
 
2.3%
8 226
 
2.3%
7 223
 
2.2%
39 218
 
2.2%
34 216
 
2.2%
35 211
 
2.1%
30 210
 
2.1%
21 209
 
2.1%
23 209
 
2.1%
Other values (85) 7815
78.1%
ValueCountFrequency (%)
0 18
 
0.2%
1 24
 
0.2%
2 43
 
0.4%
3 86
 
0.9%
4 150
1.5%
5 170
1.7%
6 198
2.0%
7 223
2.2%
8 226
2.3%
9 195
1.9%
ValueCountFrequency (%)
99 1
 
< 0.1%
97 1
 
< 0.1%
95 3
< 0.1%
94 1
 
< 0.1%
91 2
 
< 0.1%
89 5
0.1%
88 1
 
< 0.1%
87 4
< 0.1%
86 3
< 0.1%
85 7
0.1%

총계휴직교원수(명)
Real number (ℝ)

ZEROS 

Distinct26
Distinct (%)0.3%
Missing3
Missing (%)< 0.1%
Infinite0
Infinite (%)0.0%
Mean4.0984295
Minimum0
Maximum31
Zeros1460
Zeros (%)14.6%
Negative0
Negative (%)0.0%
Memory size166.0 KiB
2023-12-11T06:53:16.901971image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q11
median3
Q36
95-th percentile11
Maximum31
Range31
Interquartile range (IQR)5

Descriptive statistics

Standard deviation3.5034018
Coefficient of variation (CV)0.85481567
Kurtosis2.0742635
Mean4.0984295
Median Absolute Deviation (MAD)2
Skewness1.1775999
Sum40972
Variance12.273824
MonotonicityNot monotonic
2023-12-11T06:53:17.001694image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=26)
ValueCountFrequency (%)
0 1460
14.6%
1 1260
12.6%
3 1171
11.7%
2 1157
11.6%
4 1089
10.9%
5 934
9.3%
6 768
7.7%
7 589
5.9%
8 464
 
4.6%
9 332
 
3.3%
Other values (16) 773
7.7%
ValueCountFrequency (%)
0 1460
14.6%
1 1260
12.6%
2 1157
11.6%
3 1171
11.7%
4 1089
10.9%
5 934
9.3%
6 768
7.7%
7 589
5.9%
8 464
 
4.6%
9 332
 
3.3%
ValueCountFrequency (%)
31 1
 
< 0.1%
29 1
 
< 0.1%
24 1
 
< 0.1%
22 2
 
< 0.1%
21 5
 
0.1%
20 6
 
0.1%
19 13
0.1%
18 16
0.2%
17 14
0.1%
16 24
0.2%

총계합계수(명)
Real number (ℝ)

Distinct128
Distinct (%)1.3%
Missing3
Missing (%)< 0.1%
Infinite0
Infinite (%)0.0%
Mean44.270881
Minimum1
Maximum138
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size166.0 KiB
2023-12-11T06:53:17.119224image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile11
Q127
median42
Q359
95-th percentile87
Maximum138
Range137
Interquartile range (IQR)32

Descriptive statistics

Standard deviation23.228652
Coefficient of variation (CV)0.52469369
Kurtosis-0.030054557
Mean44.270881
Median Absolute Deviation (MAD)16
Skewness0.5496677
Sum442576
Variance539.57027
MonotonicityNot monotonic
2023-12-11T06:53:17.237316image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
11 246
 
2.5%
12 232
 
2.3%
10 216
 
2.2%
41 209
 
2.1%
42 198
 
2.0%
40 185
 
1.8%
47 184
 
1.8%
34 182
 
1.8%
50 180
 
1.8%
38 177
 
1.8%
Other values (118) 7988
79.9%
ValueCountFrequency (%)
1 8
 
0.1%
2 10
 
0.1%
3 17
 
0.2%
4 19
 
0.2%
5 13
 
0.1%
6 18
 
0.2%
7 14
 
0.1%
8 18
 
0.2%
9 84
 
0.8%
10 216
2.2%
ValueCountFrequency (%)
138 2
 
< 0.1%
134 1
 
< 0.1%
132 1
 
< 0.1%
131 1
 
< 0.1%
127 3
< 0.1%
125 2
 
< 0.1%
123 2
 
< 0.1%
122 1
 
< 0.1%
121 7
0.1%
120 3
< 0.1%

원어민강사남성수(명)
Real number (ℝ)

ZEROS 

Distinct6
Distinct (%)0.1%
Missing3
Missing (%)< 0.1%
Infinite0
Infinite (%)0.0%
Mean0.063318996
Minimum0
Maximum5
Zeros9471
Zeros (%)94.7%
Negative0
Negative (%)0.0%
Memory size166.0 KiB
2023-12-11T06:53:17.341029image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile1
Maximum5
Range5
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.30385661
Coefficient of variation (CV)4.7988223
Kurtosis66.714699
Mean0.063318996
Median Absolute Deviation (MAD)0
Skewness6.8662328
Sum633
Variance0.092328839
MonotonicityNot monotonic
2023-12-11T06:53:17.441136image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=6)
ValueCountFrequency (%)
0 9471
94.7%
1 459
 
4.6%
2 41
 
0.4%
3 16
 
0.2%
4 6
 
0.1%
5 4
 
< 0.1%
(Missing) 3
 
< 0.1%
ValueCountFrequency (%)
0 9471
94.7%
1 459
 
4.6%
2 41
 
0.4%
3 16
 
0.2%
4 6
 
0.1%
5 4
 
< 0.1%
ValueCountFrequency (%)
5 4
 
< 0.1%
4 6
 
0.1%
3 16
 
0.2%
2 41
 
0.4%
1 459
 
4.6%
0 9471
94.7%

원어민강사여성수(명)
Real number (ℝ)

ZEROS 

Distinct7
Distinct (%)0.1%
Missing3
Missing (%)< 0.1%
Infinite0
Infinite (%)0.0%
Mean0.076022807
Minimum0
Maximum6
Zeros9351
Zeros (%)93.5%
Negative0
Negative (%)0.0%
Memory size166.0 KiB
2023-12-11T06:53:17.524902image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile1
Maximum6
Range6
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.3362551
Coefficient of variation (CV)4.4230819
Kurtosis87.049846
Mean0.076022807
Median Absolute Deviation (MAD)0
Skewness7.4054818
Sum760
Variance0.11306749
MonotonicityNot monotonic
2023-12-11T06:53:17.607825image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=7)
ValueCountFrequency (%)
0 9351
93.5%
1 585
 
5.9%
2 35
 
0.4%
3 14
 
0.1%
6 5
 
0.1%
5 5
 
0.1%
4 2
 
< 0.1%
(Missing) 3
 
< 0.1%
ValueCountFrequency (%)
0 9351
93.5%
1 585
 
5.9%
2 35
 
0.4%
3 14
 
0.1%
4 2
 
< 0.1%
5 5
 
0.1%
6 5
 
0.1%
ValueCountFrequency (%)
6 5
 
0.1%
5 5
 
0.1%
4 2
 
< 0.1%
3 14
 
0.1%
2 35
 
0.4%
1 585
 
5.9%
0 9351
93.5%

원어민강사합계수(명)
Real number (ℝ)

ZEROS 

Distinct9
Distinct (%)0.1%
Missing3
Missing (%)< 0.1%
Infinite0
Infinite (%)0.0%
Mean0.1393418
Minimum0
Maximum8
Zeros8900
Zeros (%)89.0%
Negative0
Negative (%)0.0%
Memory size166.0 KiB
2023-12-11T06:53:17.697399image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile1
Maximum8
Range8
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.51380471
Coefficient of variation (CV)3.6873695
Kurtosis81.375811
Mean0.1393418
Median Absolute Deviation (MAD)0
Skewness7.3950871
Sum1393
Variance0.26399529
MonotonicityNot monotonic
2023-12-11T06:53:17.791804image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=9)
ValueCountFrequency (%)
0 8900
89.0%
1 976
 
9.8%
2 59
 
0.6%
3 20
 
0.2%
5 12
 
0.1%
4 10
 
0.1%
6 8
 
0.1%
8 7
 
0.1%
7 5
 
0.1%
(Missing) 3
 
< 0.1%
ValueCountFrequency (%)
0 8900
89.0%
1 976
 
9.8%
2 59
 
0.6%
3 20
 
0.2%
4 10
 
0.1%
5 12
 
0.1%
6 8
 
0.1%
7 5
 
0.1%
8 7
 
0.1%
ValueCountFrequency (%)
8 7
 
0.1%
7 5
 
0.1%
6 8
 
0.1%
5 12
 
0.1%
4 10
 
0.1%
3 20
 
0.2%
2 59
 
0.6%
1 976
 
9.8%
0 8900
89.0%

휴직교원수(명)
Real number (ℝ)

ZEROS 

Distinct26
Distinct (%)0.3%
Missing3
Missing (%)< 0.1%
Infinite0
Infinite (%)0.0%
Mean4.0984295
Minimum0
Maximum31
Zeros1460
Zeros (%)14.6%
Negative0
Negative (%)0.0%
Memory size166.0 KiB
2023-12-11T06:53:17.894214image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q11
median3
Q36
95-th percentile11
Maximum31
Range31
Interquartile range (IQR)5

Descriptive statistics

Standard deviation3.5034018
Coefficient of variation (CV)0.85481567
Kurtosis2.0742635
Mean4.0984295
Median Absolute Deviation (MAD)2
Skewness1.1775999
Sum40972
Variance12.273824
MonotonicityNot monotonic
2023-12-11T06:53:17.993646image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=26)
ValueCountFrequency (%)
0 1460
14.6%
1 1260
12.6%
3 1171
11.7%
2 1157
11.6%
4 1089
10.9%
5 934
9.3%
6 768
7.7%
7 589
5.9%
8 464
 
4.6%
9 332
 
3.3%
Other values (16) 773
7.7%
ValueCountFrequency (%)
0 1460
14.6%
1 1260
12.6%
2 1157
11.6%
3 1171
11.7%
4 1089
10.9%
5 934
9.3%
6 768
7.7%
7 589
5.9%
8 464
 
4.6%
9 332
 
3.3%
ValueCountFrequency (%)
31 1
 
< 0.1%
29 1
 
< 0.1%
24 1
 
< 0.1%
22 2
 
< 0.1%
21 5
 
0.1%
20 6
 
0.1%
19 13
0.1%
18 16
0.2%
17 14
0.1%
16 24
0.2%

Sample

기준년도시군명지역교육청명지역명학교명학교급명설립구분명제외여부제외사유교장남성수(명)교장여성수(명)교장휴직교원수(명)교장합계수(명)교감남성수(명)교감여성수(명)교감휴직교원수(명)교감합계수(명)수석교사남성수(명)수석교사여성수(명)수석교사휴직교원수(명)수석교사합계수(명)보직교사남성수(명)보직교사여성수(명)보직교사휴직교원수(명)보직교사합계수(명)일반교사남성수(명)일반교사여성수(명)일반교사휴직교원수(명)일반교사합계수(명)특수교사남성수(명)특수교사여성수(명)특수교사휴직교원수(명)특수교사합계수(명)전문상담교사남성수(명)전문상담교사여성수(명)전문상담교사휴직교원수(명)전문상담교사합계수(명)사서교사남성수(명)사서교사여성수(명)사서교사휴직교원수(명)사서교사합계수(명)실기교사남성수(명)실기교사여성수(명)실기교사휴직교원수(명)실기교사합계수(명)보건교사남성수(명)보건교사여성수(명)보건교사휴직교원수(명)보건교사합계수(명)영양교사남성수(명)영양교사여성수(명)영양교사휴직교원수(명)영양교사합계수(명)기간제교사남성수(명)기간제교사여성수(명)기간제교사휴직교원수(명)기간제교사합계수(명)강사남성수(명)강사여성수(명)강사휴직교원수(명)강사합계수(명)총계남성수(명)총계여성수(명)총계휴직교원수(명)총계합계수(명)원어민강사남성수(명)원어민강사여성수(명)원어민강사합계수(명)휴직교원수(명)
16552019용인시경기도용인교육지원청경기도 용인시 수지구신봉중학교<NA>공립N<NA>1001100100001405111312010101010000000000000000160700005233280003
14292019안양시경기도교육청경기도 안양시 동안구인덕원고등학교<NA>공립N<NA>10010101010166012750185701010000000000000101000071001701012171189200018
41312018용인시경기도용인교육지원청경기도 용인시 처인구헌산중학교중학교사립N<NA>100110010000210353280000010100000000010101011304000010102200002
59372017수원시경기도수원교육지원청경기도 수원시 영통구청명중학교중학교공립N<NA>100110010101370103196220000000000000000010101012709010110376470006
44252018이천시경기도이천교육지원청경기도 이천시백사중학교중학교공립N<NA>1001100100002103270900000000000000000000000001010000690150000
61102017안산시경기도교육청경기도 안산시 상록구명혜학교특수학교사립N<NA>010110010000510600001014024000000000000010100000000000016170330000
61322017안산시경기도안산교육지원청경기도 안산시 상록구안산청석초등학교초등학교공립N<NA>10010101000051064195230000000000000000010100000000010110235330005
10902019수원시경기도수원교육지원청경기도 수원시 팔달구숙지중학교<NA>공립N<NA>1001100100002100124144181001010100000000010101014105000013284410004
55262017부천시경기도부천교육지원청경기도 부천시내동중학교중학교공립N<NA>010110010000270919210000000000111000001010000240601016243300003
90892016용인시경기도용인교육지원청경기도 용인시 수지구토월초등학교초등학교공립N<NA>100110010000111012332635011100000000000001010101020201016497550007
기준년도시군명지역교육청명지역명학교명학교급명설립구분명제외여부제외사유교장남성수(명)교장여성수(명)교장휴직교원수(명)교장합계수(명)교감남성수(명)교감여성수(명)교감휴직교원수(명)교감합계수(명)수석교사남성수(명)수석교사여성수(명)수석교사휴직교원수(명)수석교사합계수(명)보직교사남성수(명)보직교사여성수(명)보직교사휴직교원수(명)보직교사합계수(명)일반교사남성수(명)일반교사여성수(명)일반교사휴직교원수(명)일반교사합계수(명)특수교사남성수(명)특수교사여성수(명)특수교사휴직교원수(명)특수교사합계수(명)전문상담교사남성수(명)전문상담교사여성수(명)전문상담교사휴직교원수(명)전문상담교사합계수(명)사서교사남성수(명)사서교사여성수(명)사서교사휴직교원수(명)사서교사합계수(명)실기교사남성수(명)실기교사여성수(명)실기교사휴직교원수(명)실기교사합계수(명)보건교사남성수(명)보건교사여성수(명)보건교사휴직교원수(명)보건교사합계수(명)영양교사남성수(명)영양교사여성수(명)영양교사휴직교원수(명)영양교사합계수(명)기간제교사남성수(명)기간제교사여성수(명)기간제교사휴직교원수(명)기간제교사합계수(명)강사남성수(명)강사여성수(명)강사휴직교원수(명)강사합계수(명)총계남성수(명)총계여성수(명)총계휴직교원수(명)총계합계수(명)원어민강사남성수(명)원어민강사여성수(명)원어민강사합계수(명)휴직교원수(명)
24302019화성시경기도화성오산교육지원청경기도 화성시장명초등학교장일분교장<NA>공립N<NA>000000000000010112030111000000000000000000001001000024160001
56732017성남시경기도성남교육지원청경기도 성남시 수정구희망대초등학교초등학교공립N<NA>1001010100001708024424021200000000000000000101130401013395420005
70242017평택시경기도평택교육지원청경기도 평택시용이초등학교초등학교공립N<NA>100101010101460108235310111000000000000010100000303000013366490006
68602017이천시경기도이천교육지원청경기도 이천시백사초등학교초등학교공립N<NA>100101010000200247211010100000000000000000000020200007112180002
15742019여주시경기도여주교육지원청경기도 여주시대신중학교<NA>사립N<NA>0000000000002002330600000000000000000000000022040000750120000
110742015안양시경기도안양과천교육지원청경기도 안양시 만안구안양중학교중학교공립N<NA>10011001000057012136113710110101000000000101010111501600001061127100012
53542017김포시경기도김포교육지원청경기도 김포시걸포초등학교초등학교공립N<NA>1001010100004206417121000000000000000001010101010100009231320001
112492015연천군경기도연천교육지원청경기도 연천군연천왕산초등학교초등학교공립N<NA>1001100100001102500501010000000000000000010112030000950140000
90212016용인시경기도용인교육지원청경기도 용인시 처인구용인성산초등학교초등학교공립N<NA>1001010100003508527932011100000000000001010101130400001039104900010
13352019안성시경기도안성교육지원청경기도 안성시보개초등학교<NA>공립N<NA>0101100100002002251701010000000000000000000001010000581130001