Overview

Dataset statistics

Number of variables60
Number of observations10000
Missing cells17288
Missing cells (%)2.9%
Duplicate rows636
Duplicate rows (%)6.4%
Total size in memory5.1 MiB
Average record size in memory540.0 B

Variable types

Numeric17
Categorical40
Text2
Boolean1

Alerts

Dataset has 636 (6.4%) duplicate rowsDuplicates
설립구분명 is highly imbalanced (97.4%)Imbalance
제외여부 is highly imbalanced (99.3%)Imbalance
교감남성교사수(명) is highly imbalanced (95.1%)Imbalance
교감여성교사수(명) is highly imbalanced (93.3%)Imbalance
교감합계교사수(명) is highly imbalanced (90.2%)Imbalance
복식남성교사수(명) is highly imbalanced (82.5%)Imbalance
국어남성교사수(명) is highly imbalanced (97.2%)Imbalance
도덕남성교사수(명) is highly imbalanced (92.7%)Imbalance
도덕여성교사수(명) is highly imbalanced (85.0%)Imbalance
도덕합계교사수(명) is highly imbalanced (83.7%)Imbalance
사회남성교사수(명) is highly imbalanced (98.3%)Imbalance
사회여성교사수(명) is highly imbalanced (98.0%)Imbalance
사회합계교사수(명) is highly imbalanced (97.4%)Imbalance
수학남성교사수(명) is highly imbalanced (99.0%)Imbalance
수학여성교사수(명) is highly imbalanced (96.7%)Imbalance
수학합계교사수(명) is highly imbalanced (96.9%)Imbalance
과학남성교사수(명) is highly imbalanced (53.5%)Imbalance
실과남성교사수(명) is highly imbalanced (95.1%)Imbalance
실과여성교사수(명) is highly imbalanced (91.2%)Imbalance
실과합계교사수(명) is highly imbalanced (88.3%)Imbalance
체육여성교사수(명) is highly imbalanced (71.3%)Imbalance
음악남성교사수(명) is highly imbalanced (83.2%)Imbalance
미술남성교사수(명) is highly imbalanced (97.3%)Imbalance
미술여성교사수(명) is highly imbalanced (92.7%)Imbalance
미술합계교사수(명) is highly imbalanced (91.7%)Imbalance
외국어영어남성교사수(명) is highly imbalanced (71.0%)Imbalance
통합교과여성교사수(명) is highly imbalanced (54.2%)Imbalance
통합교과합계교사수(명) is highly imbalanced (53.5%)Imbalance
기타남성교사수(명) is highly imbalanced (54.4%)Imbalance
제외사유 has 9994 (99.9%) missing valuesMissing
기타여성교사수(명) has 3605 (36.0%) missing valuesMissing
기타합계교사수(명) has 3605 (36.0%) missing valuesMissing
국어여성교사수(명) is highly skewed (γ1 = 52.7430568)Skewed
국어합계교사수(명) is highly skewed (γ1 = 50.7935562)Skewed
단식남성교사수(명) has 493 (4.9%) zerosZeros
단식여성교사수(명) has 120 (1.2%) zerosZeros
복식여성교사수(명) has 6281 (62.8%) zerosZeros
복식합계교사수(명) has 5900 (59.0%) zerosZeros
국어여성교사수(명) has 9688 (96.9%) zerosZeros
국어합계교사수(명) has 9645 (96.5%) zerosZeros
과학여성교사수(명) has 4273 (42.7%) zerosZeros
과학합계교사수(명) has 2145 (21.4%) zerosZeros
체육합계교사수(명) has 3825 (38.2%) zerosZeros
음악여성교사수(명) has 6545 (65.5%) zerosZeros
음악합계교사수(명) has 6180 (61.8%) zerosZeros
외국어영어여성교사수(명) has 2732 (27.3%) zerosZeros
외국어영어합계교사수(명) has 2156 (21.6%) zerosZeros
기타여성교사수(명) has 5404 (54.0%) zerosZeros
기타합계교사수(명) has 5286 (52.9%) zerosZeros

Reproduction

Analysis started2023-12-10 21:32:29.170267
Analysis finished2023-12-10 21:32:30.479579
Duration1.31 second
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

기준년도
Real number (ℝ)

Distinct6
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2017.2865
Minimum2015
Maximum2020
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size166.0 KiB
2023-12-11T06:32:30.535218image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum2015
5-th percentile2015
Q12016
median2017
Q32019
95-th percentile2020
Maximum2020
Range5
Interquartile range (IQR)3

Descriptive statistics

Standard deviation1.6035195
Coefficient of variation (CV)0.00079488934
Kurtosis-1.1702929
Mean2017.2865
Median Absolute Deviation (MAD)1
Skewness0.070209613
Sum20172865
Variance2.5712749
MonotonicityNot monotonic
2023-12-11T06:32:30.641500image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=6)
ValueCountFrequency (%)
2018 1851
18.5%
2019 1821
18.2%
2015 1810
18.1%
2016 1795
17.9%
2017 1794
17.9%
2020 929
9.3%
ValueCountFrequency (%)
2015 1810
18.1%
2016 1795
17.9%
2017 1794
17.9%
2018 1851
18.5%
2019 1821
18.2%
2020 929
9.3%
ValueCountFrequency (%)
2020 929
9.3%
2019 1821
18.2%
2018 1851
18.5%
2017 1794
17.9%
2016 1795
17.9%
2015 1810
18.1%

시군명
Categorical

Distinct31
Distinct (%)0.3%
Missing0
Missing (%)0.0%
Memory size156.2 KiB
용인시
813 
수원시
765 
화성시
681 
고양시
 
636
성남시
 
555
Other values (26)
6550 

Length

Max length4
Median length3
Mean length3.0832
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row평택시
2nd row양주시
3rd row포천시
4th row안산시
5th row고양시

Common Values

ValueCountFrequency (%)
용인시 813
 
8.1%
수원시 765
 
7.6%
화성시 681
 
6.8%
고양시 636
 
6.4%
성남시 555
 
5.5%
부천시 504
 
5.0%
남양주시 491
 
4.9%
평택시 476
 
4.8%
안산시 447
 
4.5%
파주시 442
 
4.4%
Other values (21) 4190
41.9%

Length

2023-12-11T06:32:30.759685image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
용인시 813
 
8.1%
수원시 765
 
7.6%
화성시 681
 
6.8%
고양시 636
 
6.4%
성남시 555
 
5.5%
부천시 504
 
5.0%
남양주시 491
 
4.9%
평택시 476
 
4.8%
안산시 447
 
4.5%
파주시 442
 
4.4%
Other values (21) 4190
41.9%

지역교육청명
Categorical

Distinct25
Distinct (%)0.2%
Missing0
Missing (%)0.0%
Memory size156.2 KiB
경기도화성오산교육지원청
868 
경기도용인교육지원청
813 
경기도수원교육지원청
765 
경기도고양교육지원청
636 
경기도구리남양주교육지원청
 
613
Other values (20)
6305 

Length

Max length13
Median length10
Mean length10.7017
Min length10

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row경기도평택교육지원청
2nd row경기도동두천양주교육지원청
3rd row경기도포천교육지원청
4th row경기도안산교육지원청
5th row경기도고양교육지원청

Common Values

ValueCountFrequency (%)
경기도화성오산교육지원청 868
 
8.7%
경기도용인교육지원청 813
 
8.1%
경기도수원교육지원청 765
 
7.6%
경기도고양교육지원청 636
 
6.4%
경기도구리남양주교육지원청 613
 
6.1%
경기도성남교육지원청 555
 
5.5%
경기도부천교육지원청 504
 
5.0%
경기도평택교육지원청 476
 
4.8%
경기도안산교육지원청 447
 
4.5%
경기도파주교육지원청 442
 
4.4%
Other values (15) 3881
38.8%

Length

2023-12-11T06:32:30.871886image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
경기도화성오산교육지원청 868
 
8.7%
경기도용인교육지원청 813
 
8.1%
경기도수원교육지원청 765
 
7.6%
경기도고양교육지원청 636
 
6.4%
경기도구리남양주교육지원청 613
 
6.1%
경기도성남교육지원청 555
 
5.5%
경기도부천교육지원청 504
 
5.0%
경기도평택교육지원청 476
 
4.8%
경기도안산교육지원청 447
 
4.5%
경기도파주교육지원청 442
 
4.4%
Other values (15) 3881
38.8%

지역명
Categorical

Distinct42
Distinct (%)0.4%
Missing0
Missing (%)0.0%
Memory size156.2 KiB
경기도 화성시
 
681
경기도 부천시
 
504
경기도 남양주시
 
491
경기도 평택시
 
476
경기도 파주시
 
442
Other values (37)
7406 

Length

Max length12
Median length7
Mean length8.5427
Min length7

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row경기도 평택시
2nd row경기도 양주시
3rd row경기도 포천시
4th row경기도 안산시 단원구
5th row경기도 고양시 덕양구

Common Values

ValueCountFrequency (%)
경기도 화성시 681
 
6.8%
경기도 부천시 504
 
5.0%
경기도 남양주시 491
 
4.9%
경기도 평택시 476
 
4.8%
경기도 파주시 442
 
4.4%
경기도 김포시 335
 
3.4%
경기도 시흥시 320
 
3.2%
경기도 용인시 기흥구 319
 
3.2%
경기도 성남시 분당구 294
 
2.9%
경기도 안성시 285
 
2.9%
Other values (32) 5853
58.5%

Length

2023-12-11T06:32:30.998087image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
경기도 10000
42.5%
용인시 813
 
3.5%
수원시 765
 
3.2%
화성시 681
 
2.9%
고양시 636
 
2.7%
성남시 555
 
2.4%
부천시 504
 
2.1%
남양주시 491
 
2.1%
평택시 476
 
2.0%
안산시 447
 
1.9%
Other values (39) 8188
34.8%

학교명
Text

Distinct1318
Distinct (%)13.2%
Missing0
Missing (%)0.0%
Memory size156.2 KiB
2023-12-11T06:32:31.216919image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length13
Median length6
Mean length6.4652
Min length6

Characters and Unicode

Total characters64652
Distinct characters284
Distinct categories2 ?
Distinct scripts2 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique22 ?
Unique (%)0.2%

Sample

1st row팽성초등학교
2nd row칠봉초등학교
3rd row운담초등학교
4th row초지초등학교
5th row서정초등학교
ValueCountFrequency (%)
석천초등학교 17
 
0.2%
상원초등학교 17
 
0.2%
원일초등학교 17
 
0.2%
초당초등학교 16
 
0.2%
오산초등학교 14
 
0.1%
삼성초등학교 14
 
0.1%
상률초등학교 11
 
0.1%
두창초등학교 11
 
0.1%
김포신풍초등학교 11
 
0.1%
심학초등학교 11
 
0.1%
Other values (1308) 9861
98.6%
2023-12-11T06:32:31.591443image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
교 10278
15.9%
학 10069
15.6%
초 10065
15.6%
등 10000
15.5%
양 664
 
1.0%
산 645
 
1.0%
천 611
 
0.9%
성 587
 
0.9%
동 577
 
0.9%
원 557
 
0.9%
Other values (274) 20599
31.9%

Most occurring categories

ValueCountFrequency (%)
Other Letter 64650
> 99.9%
Decimal Number 2
 
< 0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
교 10278
15.9%
학 10069
15.6%
초 10065
15.6%
등 10000
15.5%
양 664
 
1.0%
산 645
 
1.0%
천 611
 
0.9%
성 587
 
0.9%
동 577
 
0.9%
원 557
 
0.9%
Other values (273) 20597
31.9%
Decimal Number
ValueCountFrequency (%)
1 2
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 64650
> 99.9%
Common 2
 
< 0.1%

Most frequent character per script

Hangul
ValueCountFrequency (%)
교 10278
15.9%
학 10069
15.6%
초 10065
15.6%
등 10000
15.5%
양 664
 
1.0%
산 645
 
1.0%
천 611
 
0.9%
성 587
 
0.9%
동 577
 
0.9%
원 557
 
0.9%
Other values (273) 20597
31.9%
Common
ValueCountFrequency (%)
1 2
100.0%

Most occurring blocks

ValueCountFrequency (%)
Hangul 64650
> 99.9%
ASCII 2
 
< 0.1%

Most frequent character per block

Hangul
ValueCountFrequency (%)
교 10278
15.9%
학 10069
15.6%
초 10065
15.6%
등 10000
15.5%
양 664
 
1.0%
산 645
 
1.0%
천 611
 
0.9%
성 587
 
0.9%
동 577
 
0.9%
원 557
 
0.9%
Other values (273) 20597
31.9%
ASCII
ValueCountFrequency (%)
1 2
100.0%

학교급명
Categorical

Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size156.2 KiB
<NA>
6394 
초등학교
3606 

Length

Max length4
Median length4
Mean length4
Min length4

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
<NA> 6394
63.9%
초등학교 3606
36.1%

Length

2023-12-11T06:32:31.709909image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T06:32:31.795308image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
na 6394
63.9%
초등학교 3606
36.1%

설립구분명
Categorical

IMBALANCE 

Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size156.2 KiB
공립
9974 
사립
 
26

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
공립 9974
99.7%
사립 26
 
0.3%

Length

2023-12-11T06:32:31.884668image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T06:32:31.965096image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
공립 9974
99.7%
사립 26
 
0.3%

제외여부
Boolean

IMBALANCE 

Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size87.9 KiB
False
9994 
True
 
6
ValueCountFrequency (%)
False 9994
99.9%
True 6
 
0.1%
2023-12-11T06:32:32.033360image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

제외사유
Text

MISSING 

Distinct4
Distinct (%)66.7%
Missing9994
Missing (%)99.9%
Memory size156.2 KiB
2023-12-11T06:32:32.147412image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length9
Median length7
Mean length6.1666667
Min length4

Characters and Unicode

Total characters37
Distinct characters12
Distinct categories2 ?
Distinct scripts2 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique2 ?
Unique (%)33.3%

Sample

1st row해당 없음
2nd row본교 작성
3rd row해당 없음
4th row초등학교 해당없음
5th row초등학교 해당없음
ValueCountFrequency (%)
해당없음 3
27.3%
해당 2
18.2%
없음 2
18.2%
초등학교 2
18.2%
본교 1
 
9.1%
작성 1
 
9.1%
2023-12-11T06:32:32.375925image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
해 5
13.5%
당 5
13.5%
5
13.5%
없 5
13.5%
음 5
13.5%
교 3
8.1%
초 2
 
5.4%
등 2
 
5.4%
학 2
 
5.4%
본 1
 
2.7%
Other values (2) 2
 
5.4%

Most occurring categories

ValueCountFrequency (%)
Other Letter 32
86.5%
Space Separator 5
 
13.5%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
해 5
15.6%
당 5
15.6%
없 5
15.6%
음 5
15.6%
교 3
9.4%
초 2
 
6.2%
등 2
 
6.2%
학 2
 
6.2%
본 1
 
3.1%
작 1
 
3.1%
Space Separator
ValueCountFrequency (%)
5
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 32
86.5%
Common 5
 
13.5%

Most frequent character per script

Hangul
ValueCountFrequency (%)
해 5
15.6%
당 5
15.6%
없 5
15.6%
음 5
15.6%
교 3
9.4%
초 2
 
6.2%
등 2
 
6.2%
학 2
 
6.2%
본 1
 
3.1%
작 1
 
3.1%
Common
ValueCountFrequency (%)
5
100.0%

Most occurring blocks

ValueCountFrequency (%)
Hangul 32
86.5%
ASCII 5
 
13.5%

Most frequent character per block

Hangul
ValueCountFrequency (%)
해 5
15.6%
당 5
15.6%
없 5
15.6%
음 5
15.6%
교 3
9.4%
초 2
 
6.2%
등 2
 
6.2%
학 2
 
6.2%
본 1
 
3.1%
작 1
 
3.1%
ASCII
ValueCountFrequency (%)
5
100.0%

교감남성교사수(명)
Categorical

IMBALANCE 

Distinct4
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size156.2 KiB
0
9886 
1
 
98
2
 
10
<NA>
 
6

Length

Max length4
Median length1
Mean length1.0018
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
0 9886
98.9%
1 98
 
1.0%
2 10
 
0.1%
<NA> 6
 
0.1%

Length

2023-12-11T06:32:32.497493image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T06:32:32.592040image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 9886
98.9%
1 98
 
1.0%
2 10
 
0.1%
na 6
 
0.1%

교감여성교사수(명)
Categorical

IMBALANCE 

Distinct4
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size156.2 KiB
0
9830 
1
 
154
2
 
10
<NA>
 
6

Length

Max length4
Median length1
Mean length1.0018
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
0 9830
98.3%
1 154
 
1.5%
2 10
 
0.1%
<NA> 6
 
0.1%

Length

2023-12-11T06:32:32.691993image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T06:32:32.789880image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 9830
98.3%
1 154
 
1.5%
2 10
 
0.1%
na 6
 
0.1%

교감합계교사수(명)
Categorical

IMBALANCE 

Distinct4
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size156.2 KiB
0
9728 
1
 
240
2
 
26
<NA>
 
6

Length

Max length4
Median length1
Mean length1.0018
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
0 9728
97.3%
1 240
 
2.4%
2 26
 
0.3%
<NA> 6
 
0.1%

Length

2023-12-11T06:32:32.904060image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T06:32:32.998495image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 9728
97.3%
1 240
 
2.4%
2 26
 
0.3%
na 6
 
0.1%

단식남성교사수(명)
Real number (ℝ)

ZEROS 

Distinct27
Distinct (%)0.3%
Missing6
Missing (%)0.1%
Infinite0
Infinite (%)0.0%
Mean4.2244347
Minimum0
Maximum30
Zeros493
Zeros (%)4.9%
Negative0
Negative (%)0.0%
Memory size166.0 KiB
2023-12-11T06:32:33.108738image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile1
Q12
median3
Q35
95-th percentile11
Maximum30
Range30
Interquartile range (IQR)3

Descriptive statistics

Standard deviation3.3063593
Coefficient of variation (CV)0.78267497
Kurtosis4.297128
Mean4.2244347
Median Absolute Deviation (MAD)2
Skewness1.696924
Sum42219
Variance10.932012
MonotonicityNot monotonic
2023-12-11T06:32:33.223696image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=27)
ValueCountFrequency (%)
3 1748
17.5%
2 1746
17.5%
4 1457
14.6%
1 1136
11.4%
5 960
9.6%
6 618
 
6.2%
0 493
 
4.9%
7 469
 
4.7%
8 325
 
3.2%
9 297
 
3.0%
Other values (17) 745
7.4%
ValueCountFrequency (%)
0 493
 
4.9%
1 1136
11.4%
2 1746
17.5%
3 1748
17.5%
4 1457
14.6%
5 960
9.6%
6 618
 
6.2%
7 469
 
4.7%
8 325
 
3.2%
9 297
 
3.0%
ValueCountFrequency (%)
30 2
 
< 0.1%
29 1
 
< 0.1%
26 1
 
< 0.1%
25 1
 
< 0.1%
23 3
 
< 0.1%
22 3
 
< 0.1%
20 7
 
0.1%
19 11
 
0.1%
18 20
0.2%
17 35
0.4%

단식여성교사수(명)
Real number (ℝ)

ZEROS 

Distinct60
Distinct (%)0.6%
Missing6
Missing (%)0.1%
Infinite0
Infinite (%)0.0%
Mean18.582449
Minimum0
Maximum59
Zeros120
Zeros (%)1.2%
Negative0
Negative (%)0.0%
Memory size166.0 KiB
2023-12-11T06:32:33.382277image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile2
Q19
median18
Q327
95-th percentile40
Maximum59
Range59
Interquartile range (IQR)18

Descriptive statistics

Standard deviation11.829658
Coefficient of variation (CV)0.63660382
Kurtosis-0.47128707
Mean18.582449
Median Absolute Deviation (MAD)9
Skewness0.38931715
Sum185713
Variance139.94081
MonotonicityNot monotonic
2023-12-11T06:32:33.594449image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
3 533
 
5.3%
4 507
 
5.1%
2 369
 
3.7%
26 321
 
3.2%
16 316
 
3.2%
23 310
 
3.1%
21 309
 
3.1%
20 307
 
3.1%
15 302
 
3.0%
18 298
 
3.0%
Other values (50) 6422
64.2%
ValueCountFrequency (%)
0 120
 
1.2%
1 157
 
1.6%
2 369
3.7%
3 533
5.3%
4 507
5.1%
5 298
3.0%
6 203
 
2.0%
7 148
 
1.5%
8 121
 
1.2%
9 182
 
1.8%
ValueCountFrequency (%)
59 4
 
< 0.1%
58 2
 
< 0.1%
57 3
 
< 0.1%
56 6
 
0.1%
55 4
 
< 0.1%
54 1
 
< 0.1%
53 6
 
0.1%
52 13
0.1%
51 7
0.1%
50 17
0.2%

단식합계교사수(명)
Real number (ℝ)

Distinct67
Distinct (%)0.7%
Missing6
Missing (%)0.1%
Infinite0
Infinite (%)0.0%
Mean22.806884
Minimum0
Maximum67
Zeros74
Zeros (%)0.7%
Negative0
Negative (%)0.0%
Memory size166.0 KiB
2023-12-11T06:32:33.738675image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile6
Q112
median22
Q331
95-th percentile45
Maximum67
Range67
Interquartile range (IQR)19

Descriptive statistics

Standard deviation12.74277
Coefficient of variation (CV)0.55872473
Kurtosis-0.44081924
Mean22.806884
Median Absolute Deviation (MAD)9
Skewness0.37546611
Sum227932
Variance162.37819
MonotonicityNot monotonic
2023-12-11T06:32:33.868862image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
6 1323
 
13.2%
19 345
 
3.5%
7 343
 
3.4%
18 342
 
3.4%
25 335
 
3.4%
20 308
 
3.1%
24 308
 
3.1%
29 305
 
3.0%
27 290
 
2.9%
12 269
 
2.7%
Other values (57) 5826
58.3%
ValueCountFrequency (%)
0 74
 
0.7%
1 43
 
0.4%
2 20
 
0.2%
3 4
 
< 0.1%
4 55
 
0.5%
5 41
 
0.4%
6 1323
13.2%
7 343
 
3.4%
8 90
 
0.9%
9 64
 
0.6%
ValueCountFrequency (%)
67 2
 
< 0.1%
65 1
 
< 0.1%
64 1
 
< 0.1%
63 8
0.1%
62 9
0.1%
61 4
 
< 0.1%
60 2
 
< 0.1%
59 9
0.1%
58 12
0.1%
57 8
0.1%

복식남성교사수(명)
Categorical

IMBALANCE 

Distinct6
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size156.2 KiB
0
9188 
1
 
732
2
 
63
3
 
8
<NA>
 
6

Length

Max length4
Median length1
Mean length1.0018
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
0 9188
91.9%
1 732
 
7.3%
2 63
 
0.6%
3 8
 
0.1%
<NA> 6
 
0.1%
4 3
 
< 0.1%

Length

2023-12-11T06:32:34.317840image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T06:32:34.433981image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 9188
91.9%
1 732
 
7.3%
2 63
 
0.6%
3 8
 
0.1%
na 6
 
0.1%
4 3
 
< 0.1%

복식여성교사수(명)
Real number (ℝ)

ZEROS 

Distinct10
Distinct (%)0.1%
Missing6
Missing (%)0.1%
Infinite0
Infinite (%)0.0%
Mean0.51600961
Minimum0
Maximum31
Zeros6281
Zeros (%)62.8%
Negative0
Negative (%)0.0%
Memory size166.0 KiB
2023-12-11T06:32:34.518293image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q31
95-th percentile2
Maximum31
Range31
Interquartile range (IQR)1

Descriptive statistics

Standard deviation0.85738464
Coefficient of variation (CV)1.6615672
Kurtosis167.50836
Mean0.51600961
Median Absolute Deviation (MAD)0
Skewness6.35476
Sum5157
Variance0.73510842
MonotonicityNot monotonic
2023-12-11T06:32:34.647453image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%)
0 6281
62.8%
1 2617
26.2%
2 888
 
8.9%
3 148
 
1.5%
4 34
 
0.3%
5 13
 
0.1%
6 5
 
0.1%
7 4
 
< 0.1%
10 3
 
< 0.1%
31 1
 
< 0.1%
(Missing) 6
 
0.1%
ValueCountFrequency (%)
0 6281
62.8%
1 2617
26.2%
2 888
 
8.9%
3 148
 
1.5%
4 34
 
0.3%
5 13
 
0.1%
6 5
 
0.1%
7 4
 
< 0.1%
10 3
 
< 0.1%
31 1
 
< 0.1%
ValueCountFrequency (%)
31 1
 
< 0.1%
10 3
 
< 0.1%
7 4
 
< 0.1%
6 5
 
0.1%
5 13
 
0.1%
4 34
 
0.3%
3 148
 
1.5%
2 888
 
8.9%
1 2617
26.2%
0 6281
62.8%

복식합계교사수(명)
Real number (ℝ)

ZEROS 

Distinct12
Distinct (%)0.1%
Missing6
Missing (%)0.1%
Infinite0
Infinite (%)0.0%
Mean0.60546328
Minimum0
Maximum33
Zeros5900
Zeros (%)59.0%
Negative0
Negative (%)0.0%
Memory size166.0 KiB
2023-12-11T06:32:34.775729image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q31
95-th percentile2
Maximum33
Range33
Interquartile range (IQR)1

Descriptive statistics

Standard deviation0.9524543
Coefficient of variation (CV)1.5731
Kurtosis142.5969
Mean0.60546328
Median Absolute Deviation (MAD)0
Skewness5.852538
Sum6051
Variance0.90716919
MonotonicityNot monotonic
2023-12-11T06:32:34.909201image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=12)
ValueCountFrequency (%)
0 5900
59.0%
1 2684
26.8%
2 1073
 
10.7%
3 231
 
2.3%
4 70
 
0.7%
5 23
 
0.2%
7 4
 
< 0.1%
6 3
 
< 0.1%
11 2
 
< 0.1%
10 2
 
< 0.1%
Other values (2) 2
 
< 0.1%
(Missing) 6
 
0.1%
ValueCountFrequency (%)
0 5900
59.0%
1 2684
26.8%
2 1073
 
10.7%
3 231
 
2.3%
4 70
 
0.7%
5 23
 
0.2%
6 3
 
< 0.1%
7 4
 
< 0.1%
10 2
 
< 0.1%
11 2
 
< 0.1%
ValueCountFrequency (%)
33 1
 
< 0.1%
12 1
 
< 0.1%
11 2
 
< 0.1%
10 2
 
< 0.1%
7 4
 
< 0.1%
6 3
 
< 0.1%
5 23
 
0.2%
4 70
 
0.7%
3 231
 
2.3%
2 1073
10.7%

국어남성교사수(명)
Categorical

IMBALANCE 

Distinct4
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size156.2 KiB
0
9942 
1
 
50
<NA>
 
6
2
 
2

Length

Max length4
Median length1
Mean length1.0018
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
0 9942
99.4%
1 50
 
0.5%
<NA> 6
 
0.1%
2 2
 
< 0.1%

Length

2023-12-11T06:32:35.062339image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T06:32:35.175654image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 9942
99.4%
1 50
 
0.5%
na 6
 
0.1%
2 2
 
< 0.1%

국어여성교사수(명)
Real number (ℝ)

SKEWED  ZEROS 

Distinct6
Distinct (%)0.1%
Missing6
Missing (%)0.1%
Infinite0
Infinite (%)0.0%
Mean0.039223534
Minimum0
Maximum30
Zeros9688
Zeros (%)96.9%
Negative0
Negative (%)0.0%
Memory size166.0 KiB
2023-12-11T06:32:35.257774image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum30
Range30
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.4692724
Coefficient of variation (CV)11.964052
Kurtosis3328.221
Mean0.039223534
Median Absolute Deviation (MAD)0
Skewness52.743057
Sum392
Variance0.22021659
MonotonicityNot monotonic
2023-12-11T06:32:35.364471image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=6)
ValueCountFrequency (%)
0 9688
96.9%
1 284
 
2.8%
2 16
 
0.2%
5 2
 
< 0.1%
30 2
 
< 0.1%
3 2
 
< 0.1%
(Missing) 6
 
0.1%
ValueCountFrequency (%)
0 9688
96.9%
1 284
 
2.8%
2 16
 
0.2%
3 2
 
< 0.1%
5 2
 
< 0.1%
30 2
 
< 0.1%
ValueCountFrequency (%)
30 2
 
< 0.1%
5 2
 
< 0.1%
3 2
 
< 0.1%
2 16
 
0.2%
1 284
 
2.8%
0 9688
96.9%

국어합계교사수(명)
Real number (ℝ)

SKEWED  ZEROS 

Distinct7
Distinct (%)0.1%
Missing6
Missing (%)0.1%
Infinite0
Infinite (%)0.0%
Mean0.044626776
Minimum0
Maximum31
Zeros9645
Zeros (%)96.5%
Negative0
Negative (%)0.0%
Memory size166.0 KiB
2023-12-11T06:32:35.489321image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum31
Range31
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.49171017
Coefficient of variation (CV)11.018277
Kurtosis3148.8874
Mean0.044626776
Median Absolute Deviation (MAD)0
Skewness50.793556
Sum446
Variance0.24177889
MonotonicityNot monotonic
2023-12-11T06:32:35.609442image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=7)
ValueCountFrequency (%)
0 9645
96.5%
1 324
 
3.2%
2 17
 
0.2%
6 2
 
< 0.1%
4 2
 
< 0.1%
31 2
 
< 0.1%
3 2
 
< 0.1%
(Missing) 6
 
0.1%
ValueCountFrequency (%)
0 9645
96.5%
1 324
 
3.2%
2 17
 
0.2%
3 2
 
< 0.1%
4 2
 
< 0.1%
6 2
 
< 0.1%
31 2
 
< 0.1%
ValueCountFrequency (%)
31 2
 
< 0.1%
6 2
 
< 0.1%
4 2
 
< 0.1%
3 2
 
< 0.1%
2 17
 
0.2%
1 324
 
3.2%
0 9645
96.5%

도덕남성교사수(명)
Categorical

IMBALANCE 

Distinct4
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size156.2 KiB
0
9806 
1
 
182
2
 
6
<NA>
 
6

Length

Max length4
Median length1
Mean length1.0018
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
0 9806
98.1%
1 182
 
1.8%
2 6
 
0.1%
<NA> 6
 
0.1%

Length

2023-12-11T06:32:35.751359image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T06:32:35.847933image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 9806
98.1%
1 182
 
1.8%
2 6
 
0.1%
na 6
 
0.1%

도덕여성교사수(명)
Categorical

IMBALANCE 

Distinct5
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size156.2 KiB
0
9414 
1
 
542
2
 
37
<NA>
 
6
3
 
1

Length

Max length4
Median length1
Mean length1.0018
Min length1

Unique

Unique1 ?
Unique (%)< 0.1%

Sample

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

Common Values

ValueCountFrequency (%)
0 9414
94.1%
1 542
 
5.4%
2 37
 
0.4%
<NA> 6
 
0.1%
3 1
 
< 0.1%

Length

2023-12-11T06:32:35.978921image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T06:32:36.081307image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 9414
94.1%
1 542
 
5.4%
2 37
 
0.4%
na 6
 
0.1%
3 1
 
< 0.1%

도덕합계교사수(명)
Categorical

IMBALANCE 

Distinct6
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size156.2 KiB
0
9244 
1
 
699
2
 
43
<NA>
 
6
4
 
4

Length

Max length4
Median length1
Mean length1.0018
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
0 9244
92.4%
1 699
 
7.0%
2 43
 
0.4%
<NA> 6
 
0.1%
4 4
 
< 0.1%
3 4
 
< 0.1%

Length

2023-12-11T06:32:36.227901image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T06:32:36.377623image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 9244
92.4%
1 699
 
7.0%
2 43
 
0.4%
na 6
 
0.1%
4 4
 
< 0.1%
3 4
 
< 0.1%

사회남성교사수(명)
Categorical

IMBALANCE 

Distinct4
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size156.2 KiB
0
9968 
1
 
24
<NA>
 
6
2
 
2

Length

Max length4
Median length1
Mean length1.0018
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
0 9968
99.7%
1 24
 
0.2%
<NA> 6
 
0.1%
2 2
 
< 0.1%

Length

2023-12-11T06:32:36.506519image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T06:32:36.618795image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 9968
99.7%
1 24
 
0.2%
na 6
 
0.1%
2 2
 
< 0.1%

사회여성교사수(명)
Categorical

IMBALANCE 

Distinct4
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size156.2 KiB
0
9962 
1
 
28
<NA>
 
6
2
 
4

Length

Max length4
Median length1
Mean length1.0018
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
0 9962
99.6%
1 28
 
0.3%
<NA> 6
 
0.1%
2 4
 
< 0.1%

Length

2023-12-11T06:32:36.774890image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T06:32:36.904397image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 9962
99.6%
1 28
 
0.3%
na 6
 
0.1%
2 4
 
< 0.1%

사회합계교사수(명)
Categorical

IMBALANCE 

Distinct5
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size156.2 KiB
0
9938 
1
 
52
<NA>
 
6
4
 
2
2
 
2

Length

Max length4
Median length1
Mean length1.0018
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
0 9938
99.4%
1 52
 
0.5%
<NA> 6
 
0.1%
4 2
 
< 0.1%
2 2
 
< 0.1%

Length

2023-12-11T06:32:37.030883image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T06:32:37.182207image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 9938
99.4%
1 52
 
0.5%
na 6
 
0.1%
4 2
 
< 0.1%
2 2
 
< 0.1%

수학남성교사수(명)
Categorical

IMBALANCE 

Distinct4
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size156.2 KiB
0
9983 
1
 
9
<NA>
 
6
2
 
2

Length

Max length4
Median length1
Mean length1.0018
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 9
 
0.1%
<NA> 6
 
0.1%
2 2
 
< 0.1%

Length

2023-12-11T06:32:37.320704image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T06:32:37.443635image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 9983
99.8%
1 9
 
0.1%
na 6
 
0.1%
2 2
 
< 0.1%

수학여성교사수(명)
Categorical

IMBALANCE 

Distinct4
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size156.2 KiB
0
9928 
1
 
63
<NA>
 
6
2
 
3

Length

Max length4
Median length1
Mean length1.0018
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
0 9928
99.3%
1 63
 
0.6%
<NA> 6
 
0.1%
2 3
 
< 0.1%

Length

2023-12-11T06:32:37.581359image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T06:32:37.717118image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 9928
99.3%
1 63
 
0.6%
na 6
 
0.1%
2 3
 
< 0.1%

수학합계교사수(명)
Categorical

IMBALANCE 

Distinct5
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size156.2 KiB
0
9919 
1
 
72
<NA>
 
6
4
 
2
2
 
1

Length

Max length4
Median length1
Mean length1.0018
Min length1

Unique

Unique1 ?
Unique (%)< 0.1%

Sample

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

Common Values

ValueCountFrequency (%)
0 9919
99.2%
1 72
 
0.7%
<NA> 6
 
0.1%
4 2
 
< 0.1%
2 1
 
< 0.1%

Length

2023-12-11T06:32:37.847942image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T06:32:37.976127image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 9919
99.2%
1 72
 
0.7%
na 6
 
0.1%
4 2
 
< 0.1%
2 1
 
< 0.1%

과학남성교사수(명)
Categorical

IMBALANCE 

Distinct6
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size156.2 KiB
0
6292 
1
3174 
2
 
480
3
 
46
<NA>
 
6

Length

Max length4
Median length1
Mean length1.0018
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
0 6292
62.9%
1 3174
31.7%
2 480
 
4.8%
3 46
 
0.5%
<NA> 6
 
0.1%
4 2
 
< 0.1%

Length

2023-12-11T06:32:38.086812image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T06:32:38.207163image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 6292
62.9%
1 3174
31.7%
2 480
 
4.8%
3 46
 
0.5%
na 6
 
0.1%
4 2
 
< 0.1%

과학여성교사수(명)
Real number (ℝ)

ZEROS 

Distinct7
Distinct (%)0.1%
Missing6
Missing (%)0.1%
Infinite0
Infinite (%)0.0%
Mean0.8455073
Minimum0
Maximum6
Zeros4273
Zeros (%)42.7%
Negative0
Negative (%)0.0%
Memory size166.0 KiB
2023-12-11T06:32:38.300746image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median1
Q31
95-th percentile3
Maximum6
Range6
Interquartile range (IQR)1

Descriptive statistics

Standard deviation0.92517322
Coefficient of variation (CV)1.0942226
Kurtosis1.4710209
Mean0.8455073
Median Absolute Deviation (MAD)1
Skewness1.1599301
Sum8450
Variance0.85594549
MonotonicityNot monotonic
2023-12-11T06:32:38.394055image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=7)
ValueCountFrequency (%)
0 4273
42.7%
1 3687
36.9%
2 1516
 
15.2%
3 362
 
3.6%
4 137
 
1.4%
5 17
 
0.2%
6 2
 
< 0.1%
(Missing) 6
 
0.1%
ValueCountFrequency (%)
0 4273
42.7%
1 3687
36.9%
2 1516
 
15.2%
3 362
 
3.6%
4 137
 
1.4%
5 17
 
0.2%
6 2
 
< 0.1%
ValueCountFrequency (%)
6 2
 
< 0.1%
5 17
 
0.2%
4 137
 
1.4%
3 362
 
3.6%
2 1516
 
15.2%
1 3687
36.9%
0 4273
42.7%

과학합계교사수(명)
Real number (ℝ)

ZEROS 

Distinct7
Distinct (%)0.1%
Missing6
Missing (%)0.1%
Infinite0
Infinite (%)0.0%
Mean1.2737643
Minimum0
Maximum6
Zeros2145
Zeros (%)21.4%
Negative0
Negative (%)0.0%
Memory size166.0 KiB
2023-12-11T06:32:38.489486image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q11
median1
Q32
95-th percentile3
Maximum6
Range6
Interquartile range (IQR)1

Descriptive statistics

Standard deviation1.0001992
Coefficient of variation (CV)0.78523099
Kurtosis0.88975273
Mean1.2737643
Median Absolute Deviation (MAD)1
Skewness0.85130756
Sum12730
Variance1.0003984
MonotonicityNot monotonic
2023-12-11T06:32:38.588772image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=7)
ValueCountFrequency (%)
1 4380
43.8%
2 2454
24.5%
0 2145
21.4%
3 663
 
6.6%
4 313
 
3.1%
5 33
 
0.3%
6 6
 
0.1%
(Missing) 6
 
0.1%
ValueCountFrequency (%)
0 2145
21.4%
1 4380
43.8%
2 2454
24.5%
3 663
 
6.6%
4 313
 
3.1%
5 33
 
0.3%
6 6
 
0.1%
ValueCountFrequency (%)
6 6
 
0.1%
5 33
 
0.3%
4 313
 
3.1%
3 663
 
6.6%
2 2454
24.5%
1 4380
43.8%
0 2145
21.4%

실과남성교사수(명)
Categorical

IMBALANCE 

Distinct4
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size156.2 KiB
0
9881 
1
 
110
<NA>
 
6
2
 
3

Length

Max length4
Median length1
Mean length1.0018
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
0 9881
98.8%
1 110
 
1.1%
<NA> 6
 
0.1%
2 3
 
< 0.1%

Length

2023-12-11T06:32:38.709398image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T06:32:38.806572image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 9881
98.8%
1 110
 
1.1%
na 6
 
0.1%
2 3
 
< 0.1%

실과여성교사수(명)
Categorical

IMBALANCE 

Distinct4
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size156.2 KiB
0
9757 
1
 
226
2
 
11
<NA>
 
6

Length

Max length4
Median length1
Mean length1.0018
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
0 9757
97.6%
1 226
 
2.3%
2 11
 
0.1%
<NA> 6
 
0.1%

Length

2023-12-11T06:32:38.921890image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T06:32:39.036855image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 9757
97.6%
1 226
 
2.3%
2 11
 
0.1%
na 6
 
0.1%

실과합계교사수(명)
Categorical

IMBALANCE 

Distinct4
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size156.2 KiB
0
9656 
1
 
312
2
 
26
<NA>
 
6

Length

Max length4
Median length1
Mean length1.0018
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
0 9656
96.6%
1 312
 
3.1%
2 26
 
0.3%
<NA> 6
 
0.1%

Length

2023-12-11T06:32:39.171331image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T06:32:39.276581image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 9656
96.6%
1 312
 
3.1%
2 26
 
0.3%
na 6
 
0.1%

체육남성교사수(명)
Categorical

Distinct6
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size156.2 KiB
0
4749 
1
3876 
2
1155 
3
 
188
4
 
26

Length

Max length4
Median length1
Mean length1.0018
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
0 4749
47.5%
1 3876
38.8%
2 1155
 
11.6%
3 188
 
1.9%
4 26
 
0.3%
<NA> 6
 
0.1%

Length

2023-12-11T06:32:39.392037image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T06:32:39.510736image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 4749
47.5%
1 3876
38.8%
2 1155
 
11.6%
3 188
 
1.9%
4 26
 
0.3%
na 6
 
0.1%

체육여성교사수(명)
Categorical

IMBALANCE 

Distinct6
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size156.2 KiB
0
8407 
1
1368 
2
 
197
3
 
20
<NA>
 
6

Length

Max length4
Median length1
Mean length1.0018
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
0 8407
84.1%
1 1368
 
13.7%
2 197
 
2.0%
3 20
 
0.2%
<NA> 6
 
0.1%
4 2
 
< 0.1%

Length

2023-12-11T06:32:39.626903image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T06:32:39.732004image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 8407
84.1%
1 1368
 
13.7%
2 197
 
2.0%
3 20
 
0.2%
na 6
 
0.1%
4 2
 
< 0.1%

체육합계교사수(명)
Real number (ℝ)

ZEROS 

Distinct7
Distinct (%)0.1%
Missing6
Missing (%)0.1%
Infinite0
Infinite (%)0.0%
Mean0.86892135
Minimum0
Maximum6
Zeros3825
Zeros (%)38.2%
Negative0
Negative (%)0.0%
Memory size166.0 KiB
2023-12-11T06:32:39.838308image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median1
Q31
95-th percentile2
Maximum6
Range6
Interquartile range (IQR)1

Descriptive statistics

Standard deviation0.86113169
Coefficient of variation (CV)0.99103525
Kurtosis0.92316663
Mean0.86892135
Median Absolute Deviation (MAD)1
Skewness0.93958315
Sum8684
Variance0.74154778
MonotonicityNot monotonic
2023-12-11T06:32:39.924404image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=7)
ValueCountFrequency (%)
1 4179
41.8%
0 3825
38.2%
2 1551
 
15.5%
3 362
 
3.6%
4 69
 
0.7%
5 7
 
0.1%
6 1
 
< 0.1%
(Missing) 6
 
0.1%
ValueCountFrequency (%)
0 3825
38.2%
1 4179
41.8%
2 1551
 
15.5%
3 362
 
3.6%
4 69
 
0.7%
5 7
 
0.1%
6 1
 
< 0.1%
ValueCountFrequency (%)
6 1
 
< 0.1%
5 7
 
0.1%
4 69
 
0.7%
3 362
 
3.6%
2 1551
 
15.5%
1 4179
41.8%
0 3825
38.2%

음악남성교사수(명)
Categorical

IMBALANCE 

Distinct4
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size156.2 KiB
0
9427 
1
 
542
2
 
25
<NA>
 
6

Length

Max length4
Median length1
Mean length1.0018
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
0 9427
94.3%
1 542
 
5.4%
2 25
 
0.2%
<NA> 6
 
0.1%

Length

2023-12-11T06:32:40.064829image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T06:32:40.156870image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 9427
94.3%
1 542
 
5.4%
2 25
 
0.2%
na 6
 
0.1%

음악여성교사수(명)
Real number (ℝ)

ZEROS 

Distinct6
Distinct (%)0.1%
Missing6
Missing (%)0.1%
Infinite0
Infinite (%)0.0%
Mean0.44176506
Minimum0
Maximum5
Zeros6545
Zeros (%)65.5%
Negative0
Negative (%)0.0%
Memory size166.0 KiB
2023-12-11T06:32:40.243011image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q31
95-th percentile2
Maximum5
Range5
Interquartile range (IQR)1

Descriptive statistics

Standard deviation0.68876179
Coefficient of variation (CV)1.5591133
Kurtosis2.8041131
Mean0.44176506
Median Absolute Deviation (MAD)0
Skewness1.6267997
Sum4415
Variance0.4743928
MonotonicityNot monotonic
2023-12-11T06:32:40.340825image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=6)
ValueCountFrequency (%)
0 6545
65.5%
1 2626
26.3%
2 708
 
7.1%
3 88
 
0.9%
4 26
 
0.3%
5 1
 
< 0.1%
(Missing) 6
 
0.1%
ValueCountFrequency (%)
0 6545
65.5%
1 2626
26.3%
2 708
 
7.1%
3 88
 
0.9%
4 26
 
0.3%
5 1
 
< 0.1%
ValueCountFrequency (%)
5 1
 
< 0.1%
4 26
 
0.3%
3 88
 
0.9%
2 708
 
7.1%
1 2626
26.3%
0 6545
65.5%

음악합계교사수(명)
Real number (ℝ)

ZEROS 

Distinct6
Distinct (%)0.1%
Missing6
Missing (%)0.1%
Infinite0
Infinite (%)0.0%
Mean0.5010006
Minimum0
Maximum5
Zeros6180
Zeros (%)61.8%
Negative0
Negative (%)0.0%
Memory size166.0 KiB
2023-12-11T06:32:40.433634image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q31
95-th percentile2
Maximum5
Range5
Interquartile range (IQR)1

Descriptive statistics

Standard deviation0.7330929
Coefficient of variation (CV)1.4632575
Kurtosis2.458794
Mean0.5010006
Median Absolute Deviation (MAD)0
Skewness1.5284427
Sum5007
Variance0.5374252
MonotonicityNot monotonic
2023-12-11T06:32:40.538889image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=6)
ValueCountFrequency (%)
0 6180
61.8%
1 2821
28.2%
2 835
 
8.3%
3 117
 
1.2%
4 40
 
0.4%
5 1
 
< 0.1%
(Missing) 6
 
0.1%
ValueCountFrequency (%)
0 6180
61.8%
1 2821
28.2%
2 835
 
8.3%
3 117
 
1.2%
4 40
 
0.4%
5 1
 
< 0.1%
ValueCountFrequency (%)
5 1
 
< 0.1%
4 40
 
0.4%
3 117
 
1.2%
2 835
 
8.3%
1 2821
28.2%
0 6180
61.8%

미술남성교사수(명)
Categorical

IMBALANCE 

Distinct3
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size156.2 KiB
0
9957 
1
 
37
<NA>
 
6

Length

Max length4
Median length1
Mean length1.0018
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
0 9957
99.6%
1 37
 
0.4%
<NA> 6
 
0.1%

Length

2023-12-11T06:32:40.688368image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T06:32:40.786807image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 9957
99.6%
1 37
 
0.4%
na 6
 
0.1%

미술여성교사수(명)
Categorical

IMBALANCE 

Distinct4
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size156.2 KiB
0
9810 
1
 
172
2
 
12
<NA>
 
6

Length

Max length4
Median length1
Mean length1.0018
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
0 9810
98.1%
1 172
 
1.7%
2 12
 
0.1%
<NA> 6
 
0.1%

Length

2023-12-11T06:32:40.882460image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T06:32:40.987684image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 9810
98.1%
1 172
 
1.7%
2 12
 
0.1%
na 6
 
0.1%

미술합계교사수(명)
Categorical

IMBALANCE 

Distinct4
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size156.2 KiB
0
9777 
1
 
201
2
 
16
<NA>
 
6

Length

Max length4
Median length1
Mean length1.0018
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
0 9777
97.8%
1 201
 
2.0%
2 16
 
0.2%
<NA> 6
 
0.1%

Length

2023-12-11T06:32:41.108763image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T06:32:41.246475image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 9777
97.8%
1 201
 
2.0%
2 16
 
0.2%
na 6
 
0.1%

외국어영어남성교사수(명)
Categorical

IMBALANCE 

Distinct6
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size156.2 KiB
0
8309 
1
1517 
2
 
152
3
 
14
<NA>
 
6

Length

Max length4
Median length1
Mean length1.0018
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
0 8309
83.1%
1 1517
 
15.2%
2 152
 
1.5%
3 14
 
0.1%
<NA> 6
 
0.1%
4 2
 
< 0.1%

Length

2023-12-11T06:32:41.372427image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T06:32:41.493399image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 8309
83.1%
1 1517
 
15.2%
2 152
 
1.5%
3 14
 
0.1%
na 6
 
0.1%
4 2
 
< 0.1%

외국어영어여성교사수(명)
Real number (ℝ)

ZEROS 

Distinct9
Distinct (%)0.1%
Missing6
Missing (%)0.1%
Infinite0
Infinite (%)0.0%
Mean1.3579147
Minimum0
Maximum8
Zeros2732
Zeros (%)27.3%
Negative0
Negative (%)0.0%
Memory size166.0 KiB
2023-12-11T06:32:41.636856image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median1
Q32
95-th percentile3
Maximum8
Range8
Interquartile range (IQR)2

Descriptive statistics

Standard deviation1.1545592
Coefficient of variation (CV)0.85024426
Kurtosis0.36260262
Mean1.3579147
Median Absolute Deviation (MAD)1
Skewness0.68401171
Sum13571
Variance1.333007
MonotonicityNot monotonic
2023-12-11T06:32:41.774703image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=9)
ValueCountFrequency (%)
1 3097
31.0%
0 2732
27.3%
2 2523
25.2%
3 1229
 
12.3%
4 351
 
3.5%
5 49
 
0.5%
7 6
 
0.1%
8 4
 
< 0.1%
6 3
 
< 0.1%
(Missing) 6
 
0.1%
ValueCountFrequency (%)
0 2732
27.3%
1 3097
31.0%
2 2523
25.2%
3 1229
 
12.3%
4 351
 
3.5%
5 49
 
0.5%
6 3
 
< 0.1%
7 6
 
0.1%
8 4
 
< 0.1%
ValueCountFrequency (%)
8 4
 
< 0.1%
7 6
 
0.1%
6 3
 
< 0.1%
5 49
 
0.5%
4 351
 
3.5%
3 1229
 
12.3%
2 2523
25.2%
1 3097
31.0%
0 2732
27.3%

외국어영어합계교사수(명)
Real number (ℝ)

ZEROS 

Distinct9
Distinct (%)0.1%
Missing6
Missing (%)0.1%
Infinite0
Infinite (%)0.0%
Mean1.5451271
Minimum0
Maximum11
Zeros2156
Zeros (%)21.6%
Negative0
Negative (%)0.0%
Memory size166.0 KiB
2023-12-11T06:32:41.891140image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q11
median1
Q32
95-th percentile4
Maximum11
Range11
Interquartile range (IQR)1

Descriptive statistics

Standard deviation1.2015096
Coefficient of variation (CV)0.77761215
Kurtosis1.3087238
Mean1.5451271
Median Absolute Deviation (MAD)1
Skewness0.70461761
Sum15442
Variance1.4436253
MonotonicityNot monotonic
2023-12-11T06:32:41.990073image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=9)
ValueCountFrequency (%)
1 3050
30.5%
2 2724
27.2%
0 2156
21.6%
3 1450
14.5%
4 521
 
5.2%
5 75
 
0.8%
7 7
 
0.1%
6 7
 
0.1%
11 4
 
< 0.1%
(Missing) 6
 
0.1%
ValueCountFrequency (%)
0 2156
21.6%
1 3050
30.5%
2 2724
27.2%
3 1450
14.5%
4 521
 
5.2%
5 75
 
0.8%
6 7
 
0.1%
7 7
 
0.1%
11 4
 
< 0.1%
ValueCountFrequency (%)
11 4
 
< 0.1%
7 7
 
0.1%
6 7
 
0.1%
5 75
 
0.8%
4 521
 
5.2%
3 1450
14.5%
2 2724
27.2%
1 3050
30.5%
0 2156
21.6%

컴퓨터남성교사수(명)
Categorical

Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size156.2 KiB
0
6395 
<NA>
3605 

Length

Max length4
Median length1
Mean length2.0815
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row<NA>
2nd row<NA>
3rd row<NA>
4th row0
5th row0

Common Values

ValueCountFrequency (%)
0 6395
63.9%
<NA> 3605
36.0%

Length

2023-12-11T06:32:42.144890image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T06:32:42.531262image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 6395
63.9%
na 3605
36.0%

컴퓨터여성교사수(명)
Categorical

Distinct3
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size156.2 KiB
0
6392 
<NA>
3605 
1
 
3

Length

Max length4
Median length1
Mean length2.0815
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row<NA>
2nd row<NA>
3rd row<NA>
4th row0
5th row0

Common Values

ValueCountFrequency (%)
0 6392
63.9%
<NA> 3605
36.0%
1 3
 
< 0.1%

Length

2023-12-11T06:32:42.642118image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T06:32:42.752500image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 6392
63.9%
na 3605
36.0%
1 3
 
< 0.1%

컴퓨터합계교사수(명)
Categorical

Distinct3
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size156.2 KiB
0
6392 
<NA>
3605 
1
 
3

Length

Max length4
Median length1
Mean length2.0815
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row<NA>
2nd row<NA>
3rd row<NA>
4th row0
5th row0

Common Values

ValueCountFrequency (%)
0 6392
63.9%
<NA> 3605
36.0%
1 3
 
< 0.1%

Length

2023-12-11T06:32:42.899490image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T06:32:43.028746image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 6392
63.9%
na 3605
36.0%
1 3
 
< 0.1%

재량활동남성교사수(명)
Categorical

Distinct3
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size156.2 KiB
0
6382 
<NA>
3605 
1
 
13

Length

Max length4
Median length1
Mean length2.0815
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row<NA>
2nd row<NA>
3rd row<NA>
4th row0
5th row0

Common Values

ValueCountFrequency (%)
0 6382
63.8%
<NA> 3605
36.0%
1 13
 
0.1%

Length

2023-12-11T06:32:43.145040image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T06:32:43.236785image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 6382
63.8%
na 3605
36.0%
1 13
 
0.1%

재량활동여성교사수(명)
Categorical

Distinct4
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size156.2 KiB
0
6291 
<NA>
3605 
1
 
100
2
 
4

Length

Max length4
Median length1
Mean length2.0815
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row<NA>
2nd row<NA>
3rd row<NA>
4th row0
5th row0

Common Values

ValueCountFrequency (%)
0 6291
62.9%
<NA> 3605
36.0%
1 100
 
1.0%
2 4
 
< 0.1%

Length

2023-12-11T06:32:43.341845image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T06:32:43.437711image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 6291
62.9%
na 3605
36.0%
1 100
 
1.0%
2 4
 
< 0.1%

재량활동합계교사수(명)
Categorical

Distinct4
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size156.2 KiB
0
6278 
<NA>
3605 
1
 
113
2
 
4

Length

Max length4
Median length1
Mean length2.0815
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row<NA>
2nd row<NA>
3rd row<NA>
4th row0
5th row0

Common Values

ValueCountFrequency (%)
0 6278
62.8%
<NA> 3605
36.0%
1 113
 
1.1%
2 4
 
< 0.1%

Length

2023-12-11T06:32:43.547629image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T06:32:43.647478image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 6278
62.8%
na 3605
36.0%
1 113
 
1.1%
2 4
 
< 0.1%

통합교과남성교사수(명)
Categorical

Distinct3
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size156.2 KiB
0
6364 
<NA>
3605 
1
 
31

Length

Max length4
Median length1
Mean length2.0815
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row<NA>
2nd row<NA>
3rd row<NA>
4th row0
5th row0

Common Values

ValueCountFrequency (%)
0 6364
63.6%
<NA> 3605
36.0%
1 31
 
0.3%

Length

2023-12-11T06:32:43.759664image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T06:32:43.870933image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 6364
63.6%
na 3605
36.0%
1 31
 
0.3%

통합교과여성교사수(명)
Categorical

IMBALANCE 

Distinct5
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size156.2 KiB
0
6228 
<NA>
3605 
1
 
152
2
 
9
3
 
6

Length

Max length4
Median length1
Mean length2.0815
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row<NA>
2nd row<NA>
3rd row<NA>
4th row0
5th row0

Common Values

ValueCountFrequency (%)
0 6228
62.3%
<NA> 3605
36.0%
1 152
 
1.5%
2 9
 
0.1%
3 6
 
0.1%

Length

2023-12-11T06:32:43.999369image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T06:32:44.118170image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 6228
62.3%
na 3605
36.0%
1 152
 
1.5%
2 9
 
0.1%
3 6
 
0.1%

통합교과합계교사수(명)
Categorical

IMBALANCE 

Distinct5
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size156.2 KiB
0
6201 
<NA>
3605 
1
 
175
2
 
13
3
 
6

Length

Max length4
Median length1
Mean length2.0815
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row<NA>
2nd row<NA>
3rd row<NA>
4th row0
5th row0

Common Values

ValueCountFrequency (%)
0 6201
62.0%
<NA> 3605
36.0%
1 175
 
1.8%
2 13
 
0.1%
3 6
 
0.1%

Length

2023-12-11T06:32:44.284883image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T06:32:44.427267image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 6201
62.0%
na 3605
36.0%
1 175
 
1.8%
2 13
 
0.1%
3 6
 
0.1%

기타남성교사수(명)
Categorical

IMBALANCE 

Distinct5
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size156.2 KiB
0
6236 
<NA>
3605 
1
 
146
2
 
11
3
 
2

Length

Max length4
Median length1
Mean length2.0815
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row<NA>
2nd row<NA>
3rd row<NA>
4th row0
5th row0

Common Values

ValueCountFrequency (%)
0 6236
62.4%
<NA> 3605
36.0%
1 146
 
1.5%
2 11
 
0.1%
3 2
 
< 0.1%

Length

2023-12-11T06:32:44.570632image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T06:32:44.716414image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 6236
62.4%
na 3605
36.0%
1 146
 
1.5%
2 11
 
0.1%
3 2
 
< 0.1%

기타여성교사수(명)
Real number (ℝ)

MISSING  ZEROS 

Distinct7
Distinct (%)0.1%
Missing3605
Missing (%)36.0%
Infinite0
Infinite (%)0.0%
Mean0.19968726
Minimum0
Maximum6
Zeros5404
Zeros (%)54.0%
Negative0
Negative (%)0.0%
Memory size166.0 KiB
2023-12-11T06:32:44.844605image/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 deviation0.5270297
Coefficient of variation (CV)2.6392756
Kurtosis14.951189
Mean0.19968726
Median Absolute Deviation (MAD)0
Skewness3.3665779
Sum1277
Variance0.2777603
MonotonicityNot monotonic
2023-12-11T06:32:44.953362image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=7)
ValueCountFrequency (%)
0 5404
54.0%
1 772
 
7.7%
2 171
 
1.7%
3 33
 
0.3%
4 12
 
0.1%
5 2
 
< 0.1%
6 1
 
< 0.1%
(Missing) 3605
36.0%
ValueCountFrequency (%)
0 5404
54.0%
1 772
 
7.7%
2 171
 
1.7%
3 33
 
0.3%
4 12
 
0.1%
5 2
 
< 0.1%
6 1
 
< 0.1%
ValueCountFrequency (%)
6 1
 
< 0.1%
5 2
 
< 0.1%
4 12
 
0.1%
3 33
 
0.3%
2 171
 
1.7%
1 772
 
7.7%
0 5404
54.0%

기타합계교사수(명)
Real number (ℝ)

MISSING  ZEROS 

Distinct7
Distinct (%)0.1%
Missing3605
Missing (%)36.0%
Infinite0
Infinite (%)0.0%
Mean0.22689601
Minimum0
Maximum6
Zeros5286
Zeros (%)52.9%
Negative0
Negative (%)0.0%
Memory size166.0 KiB
2023-12-11T06:32:45.054138image/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 deviation0.56398171
Coefficient of variation (CV)2.4856396
Kurtosis13.065358
Mean0.22689601
Median Absolute Deviation (MAD)0
Skewness3.1691678
Sum1451
Variance0.31807537
MonotonicityNot monotonic
2023-12-11T06:32:45.180109image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=7)
ValueCountFrequency (%)
0 5286
52.9%
1 850
 
8.5%
2 202
 
2.0%
3 35
 
0.4%
4 19
 
0.2%
5 2
 
< 0.1%
6 1
 
< 0.1%
(Missing) 3605
36.0%
ValueCountFrequency (%)
0 5286
52.9%
1 850
 
8.5%
2 202
 
2.0%
3 35
 
0.4%
4 19
 
0.2%
5 2
 
< 0.1%
6 1
 
< 0.1%
ValueCountFrequency (%)
6 1
 
< 0.1%
5 2
 
< 0.1%
4 19
 
0.2%
3 35
 
0.4%
2 202
 
2.0%
1 850
 
8.5%
0 5286
52.9%

Sample

기준년도시군명지역교육청명지역명학교명학교급명설립구분명제외여부제외사유교감남성교사수(명)교감여성교사수(명)교감합계교사수(명)단식남성교사수(명)단식여성교사수(명)단식합계교사수(명)복식남성교사수(명)복식여성교사수(명)복식합계교사수(명)국어남성교사수(명)국어여성교사수(명)국어합계교사수(명)도덕남성교사수(명)도덕여성교사수(명)도덕합계교사수(명)사회남성교사수(명)사회여성교사수(명)사회합계교사수(명)수학남성교사수(명)수학여성교사수(명)수학합계교사수(명)과학남성교사수(명)과학여성교사수(명)과학합계교사수(명)실과남성교사수(명)실과여성교사수(명)실과합계교사수(명)체육남성교사수(명)체육여성교사수(명)체육합계교사수(명)음악남성교사수(명)음악여성교사수(명)음악합계교사수(명)미술남성교사수(명)미술여성교사수(명)미술합계교사수(명)외국어영어남성교사수(명)외국어영어여성교사수(명)외국어영어합계교사수(명)컴퓨터남성교사수(명)컴퓨터여성교사수(명)컴퓨터합계교사수(명)재량활동남성교사수(명)재량활동여성교사수(명)재량활동합계교사수(명)통합교과남성교사수(명)통합교과여성교사수(명)통합교과합계교사수(명)기타남성교사수(명)기타여성교사수(명)기타합계교사수(명)
111382016평택시경기도평택교육지원청경기도 평택시팽성초등학교초등학교공립N<NA>000246011000000000000000000000000000011<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>
104312016양주시경기도동두천양주교육지원청경기도 양주시칠봉초등학교<NA>공립N<NA>00041620011011000000000000000022101000022<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>
137292015포천시경기도포천교육지원청경기도 포천시운담초등학교<NA>공립N<NA>000044101000000000000011000000000000000<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>
50952018안산시경기도안산교육지원청경기도 안산시 단원구초지초등학교<NA>공립N<NA>00062733022000000000000101000101022000033000000000011
40842018고양시경기도고양교육지원청경기도 고양시 덕양구서정초등학교초등학교공립N<NA>00012728000000000000000101000101000000033000000000000
61462018평택시경기도평택교육지원청경기도 평택시종덕초등학교초등학교공립N<NA>000426000000000000000101000000000000000000000000000
116872015고양시경기도고양교육지원청경기도 고양시 일산동구성석초등학교초등학교공립N<NA>000336011000000000000000000000000000011<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>
93672016군포시경기도군포의왕교육지원청경기도 군포시오금초등학교초등학교공립N<NA>01111920000000000000000011000011011000022<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>
57792018용인시경기도용인교육지원청경기도 용인시 수지구매봉초등학교<NA>공립N<NA>00021012000000000000000011000101000000011000000000000
117102015광명시경기도광명교육지원청경기도 광명시소하초등학교초등학교공립N<NA>00072936011000000000000033000000011000022<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>
기준년도시군명지역교육청명지역명학교명학교급명설립구분명제외여부제외사유교감남성교사수(명)교감여성교사수(명)교감합계교사수(명)단식남성교사수(명)단식여성교사수(명)단식합계교사수(명)복식남성교사수(명)복식여성교사수(명)복식합계교사수(명)국어남성교사수(명)국어여성교사수(명)국어합계교사수(명)도덕남성교사수(명)도덕여성교사수(명)도덕합계교사수(명)사회남성교사수(명)사회여성교사수(명)사회합계교사수(명)수학남성교사수(명)수학여성교사수(명)수학합계교사수(명)과학남성교사수(명)과학여성교사수(명)과학합계교사수(명)실과남성교사수(명)실과여성교사수(명)실과합계교사수(명)체육남성교사수(명)체육여성교사수(명)체육합계교사수(명)음악남성교사수(명)음악여성교사수(명)음악합계교사수(명)미술남성교사수(명)미술여성교사수(명)미술합계교사수(명)외국어영어남성교사수(명)외국어영어여성교사수(명)외국어영어합계교사수(명)컴퓨터남성교사수(명)컴퓨터여성교사수(명)컴퓨터합계교사수(명)재량활동남성교사수(명)재량활동여성교사수(명)재량활동합계교사수(명)통합교과남성교사수(명)통합교과여성교사수(명)통합교과합계교사수(명)기타남성교사수(명)기타여성교사수(명)기타합계교사수(명)
34582019파주시경기도파주교육지원청경기도 파주시마정초등학교<NA>공립N<NA>000426011000000000000101000000000000000000000000000
6232020안산시경기도안산교육지원청경기도 안산시 상록구안산초등학교<NA>공립N<NA>00051318011000000000000011000000000000011000000000000
66462017고양시경기도고양교육지원청경기도 고양시 덕양구아람초등학교<NA>공립N<NA>00021921011000000000000022000000011000022000000000000
47832018성남시경기도성남교육지원청경기도 성남시 분당구오리초등학교<NA>공립N<NA>000077000000000000000000000101000000011000000000011
32082019용인시경기도용인교육지원청경기도 용인시 기흥구성지초등학교<NA>공립N<NA>000066000000000000000000000000000000011000000000000
63182018화성시경기도화성오산교육지원청경기도 화성시화성청계초등학교초등학교공립N<NA>00064652011000000000000033000112000000134000000000011
49792018수원시경기도수원교육지원청경기도 수원시 장안구정천초등학교<NA>공립N<NA>00013334000000000000000112000101011000022000000000000
122652015성남시경기도성남교육지원청경기도 성남시 분당구야탑초등학교초등학교공립N<NA>00002727011000000000000011000101022000022<NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA><NA>
29552019연천군경기도연천교육지원청경기도 연천군백의초등학교<NA>공립N<NA>000527000000000000000000000000000000101000000000000
37232019하남시경기도광주하남교육지원청경기도 하남시서부초등학교<NA>공립N<NA>000066000000000000000101000000000000000000000000101

Duplicate rows

Most frequently occurring

기준년도시군명지역교육청명지역명학교명학교급명설립구분명제외여부제외사유교감남성교사수(명)교감여성교사수(명)교감합계교사수(명)단식남성교사수(명)단식여성교사수(명)단식합계교사수(명)복식남성교사수(명)복식여성교사수(명)복식합계교사수(명)국어남성교사수(명)국어여성교사수(명)국어합계교사수(명)도덕남성교사수(명)도덕여성교사수(명)도덕합계교사수(명)사회남성교사수(명)사회여성교사수(명)사회합계교사수(명)수학남성교사수(명)수학여성교사수(명)수학합계교사수(명)과학남성교사수(명)과학여성교사수(명)과학합계교사수(명)실과남성교사수(명)실과여성교사수(명)실과합계교사수(명)체육남성교사수(명)체육여성교사수(명)체육합계교사수(명)음악남성교사수(명)음악여성교사수(명)음악합계교사수(명)미술남성교사수(명)미술여성교사수(명)미술합계교사수(명)외국어영어남성교사수(명)외국어영어여성교사수(명)외국어영어합계교사수(명)컴퓨터남성교사수(명)컴퓨터여성교사수(명)컴퓨터합계교사수(명)재량활동남성교사수(명)재량활동여성교사수(명)재량활동합계교사수(명)통합교과남성교사수(명)통합교과여성교사수(명)통합교과합계교사수(명)기타남성교사수(명)기타여성교사수(명)기타합계교사수(명)# duplicates
02019가평군경기도가평교육지원청경기도 가평군가평마장초등학교<NA>공립N<NA>0002460110000000000001010000000000001010000000000002
12019가평군경기도가평교육지원청경기도 가평군목동초등학교<NA>공립N<NA>0002570000000000000000110000000000000000000000000002
22019가평군경기도가평교육지원청경기도 가평군목동초등학교명지분교장<NA>공립N<NA>0000001230000000000000110000000000000000000000000002
32019가평군경기도가평교육지원청경기도 가평군방일초등학교<NA>공립N<NA>0003360110000000000001010000000000000000000000000002
42019가평군경기도가평교육지원청경기도 가평군상면초등학교<NA>공립N<NA>0002680000000000000001010000000000000000000000000002
52019가평군경기도가평교육지원청경기도 가평군상색초등학교<NA>공립N<NA>0001560000000000000000110000000000000000000000110002
62019가평군경기도가평교육지원청경기도 가평군상천초등학교<NA>공립N<NA>0002460000000000000000110000000000000000000000000002
72019가평군경기도가평교육지원청경기도 가평군조종초등학교<NA>공립N<NA>000610160110000000000000000001010001010000000000000002
82019고양시경기도고양교육지원청경기도 고양시 덕양구고양관산초등학교<NA>공립N<NA>000322250110000000000000220000000110000220000000000002
92019고양시경기도고양교육지원청경기도 고양시 덕양구고양동산초등학교<NA>공립N<NA>000443470000000000000000110002020000000330000000000112