Overview

Dataset statistics

Number of variables63
Number of observations36
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory20.0 KiB
Average record size in memory569.7 B

Variable types

Numeric22
Categorical41

Dataset

Description특수학급 교원 집계현황
Author경기복지재단(경기도장애인복지종합지원센터)
URLhttps://data.gg.go.kr/portal/data/service/selectServicePage.do?&infId=QY0BFAZHL3NPGOTC48O125205267&infSeq=1

Alerts

유치원재활복지교사1정인원수(명) has constant value ""Constant
유치원재활복지교사2정인원수(명) has constant value ""Constant
유치원재활복지교사준교사인원수(명) has constant value ""Constant
유치원재활복지교사실기교사인원수(명) has constant value ""Constant
유치원치료교육교사1정인원수(명) has constant value ""Constant
유치원치료교육교사준교사인원수(명) has constant value ""Constant
초등학교재활복지교사준교사인원수(명) has constant value ""Constant
초등학교재활복지교사실기교사인원수(명) has constant value ""Constant
초등학교치료교육교사1정인원수(명) has constant value ""Constant
초등학교치료교육교사준교사인원수(명) has constant value ""Constant
초등학교치료교육교사실기교사인원수(명) has constant value ""Constant
중학교재활복지교사준교사인원수(명) has constant value ""Constant
중학교재활복지교사실기교사인원수(명) has constant value ""Constant
중학교치료교육교사1정인원수(명) has constant value ""Constant
중학교치료교육교사준교사인원수(명) has constant value ""Constant
중학교치료교육교사실기교사인원수(명) has constant value ""Constant
고등학교재활복지교사준교사인원수(명) has constant value ""Constant
고등학교재활복지교사실기교사인원수(명) has constant value ""Constant
고등학교치료교육교사1정인원수(명) has constant value ""Constant
고등학교치료교육교사준교사인원수(명) has constant value ""Constant
고등학교치료교육교사실기교사인원수(명) has constant value ""Constant
전공과재활복지교사1정인원수(명) has constant value ""Constant
전공과재활복지교사준교사인원수(명) has constant value ""Constant
전공과재활복지교사실기교사인원수(명) has constant value ""Constant
전공과치료교육교사1정인원수(명) has constant value ""Constant
전공과치료교육교사2정인원수(명) has constant value ""Constant
전공과치료교육교사준교사인원수(명) has constant value ""Constant
전공과치료교육교사실기교사인원수(명) has constant value ""Constant
유치원치료교육교사2정인원수(명) is highly imbalanced (81.7%)Imbalance
유치원치료교육교사실기교사인원수(명) is highly imbalanced (69.0%)Imbalance
초등학교일반교사인원수(명) is highly imbalanced (57.1%)Imbalance
초등학교재활복지교사1정인원수(명) is highly imbalanced (81.7%)Imbalance
초등학교재활복지교사2정인원수(명) is highly imbalanced (81.7%)Imbalance
초등학교치료교육교사2정인원수(명) is highly imbalanced (66.5%)Imbalance
중학교일반교사인원수(명) is highly imbalanced (59.1%)Imbalance
중학교재활복지교사1정인원수(명) is highly imbalanced (52.2%)Imbalance
고등학교일반교사인원수(명) is highly imbalanced (57.1%)Imbalance
고등학교재활복지교사1정인원수(명) is highly imbalanced (62.6%)Imbalance
전공과일반교사인원수(명) is highly imbalanced (81.7%)Imbalance
전공과재활복지교사2정인원수(명) is highly imbalanced (69.0%)Imbalance
전체인원수(명) has 12 (33.3%) zerosZeros
유치원전체인원수(명) has 12 (33.3%) zerosZeros
유치원특수교사1정인원수(명) has 23 (63.9%) zerosZeros
유치원특수교사2정인원수(명) has 13 (36.1%) zerosZeros
유치원일반교사인원수(명) has 25 (69.4%) zerosZeros
초등학교전체인원수(명) has 12 (33.3%) zerosZeros
초등학교특수교사1정인원수(명) has 12 (33.3%) zerosZeros
초등학교특수교사2정인원수(명) has 22 (61.1%) zerosZeros
중학교전체인원수(명) has 12 (33.3%) zerosZeros
중학교특수교사1정인원수(명) has 12 (33.3%) zerosZeros
중학교특수교사2정인원수(명) has 12 (33.3%) zerosZeros
중학교재활복지교사2정인원수(명) has 25 (69.4%) zerosZeros
중학교치료교육교사2정인원수(명) has 27 (75.0%) zerosZeros
고등학교전체인원수(명) has 12 (33.3%) zerosZeros
고등학교특수교사1정인원수(명) has 12 (33.3%) zerosZeros
고등학교특수교사2정인원수(명) has 12 (33.3%) zerosZeros
고등학교재활복지교사2정인원수(명) has 25 (69.4%) zerosZeros
고등학교치료교육교사2정인원수(명) has 28 (77.8%) zerosZeros
전공과전체인원수(명) has 24 (66.7%) zerosZeros
전공과특수교사1정인원수(명) has 24 (66.7%) zerosZeros
전공과특수교사2정인원수(명) has 24 (66.7%) zerosZeros

Reproduction

Analysis started2023-12-10 22:35:07.938093
Analysis finished2023-12-10 22:35:08.383383
Duration0.45 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

기준년도
Real number (ℝ)

Distinct12
Distinct (%)33.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2017.5
Minimum2012
Maximum2023
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size456.0 B
2023-12-11T07:35:08.430293image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum2012
5-th percentile2012
Q12014.75
median2017.5
Q32020.25
95-th percentile2023
Maximum2023
Range11
Interquartile range (IQR)5.5

Descriptive statistics

Standard deviation3.5010203
Coefficient of variation (CV)0.001735326
Kurtosis-1.217232
Mean2017.5
Median Absolute Deviation (MAD)3
Skewness0
Sum72630
Variance12.257143
MonotonicityDecreasing
2023-12-11T07:35:08.524862image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=12)
ValueCountFrequency (%)
2023 3
8.3%
2022 3
8.3%
2021 3
8.3%
2020 3
8.3%
2019 3
8.3%
2018 3
8.3%
2017 3
8.3%
2016 3
8.3%
2015 3
8.3%
2014 3
8.3%
Other values (2) 6
16.7%
ValueCountFrequency (%)
2012 3
8.3%
2013 3
8.3%
2014 3
8.3%
2015 3
8.3%
2016 3
8.3%
2017 3
8.3%
2018 3
8.3%
2019 3
8.3%
2020 3
8.3%
2021 3
8.3%
ValueCountFrequency (%)
2023 3
8.3%
2022 3
8.3%
2021 3
8.3%
2020 3
8.3%
2019 3
8.3%
2018 3
8.3%
2017 3
8.3%
2016 3
8.3%
2015 3
8.3%
2014 3
8.3%

학교유형명
Categorical

Distinct3
Distinct (%)8.3%
Missing0
Missing (%)0.0%
Memory size420.0 B
공립
12 
국립
12 
사립
12 

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
공립 12
33.3%
국립 12
33.3%
사립 12
33.3%

Length

2023-12-11T07:35:08.890014image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T07:35:08.985731image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
공립 12
33.3%
국립 12
33.3%
사립 12
33.3%

전체인원수(명)
Real number (ℝ)

ZEROS 

Distinct23
Distinct (%)63.9%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1072.6389
Minimum0
Maximum3922
Zeros12
Zeros (%)33.3%
Negative0
Negative (%)0.0%
Memory size456.0 B
2023-12-11T07:35:09.088889image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median74
Q32790.75
95-th percentile3628
Maximum3922
Range3922
Interquartile range (IQR)2790.75

Descriptive statistics

Standard deviation1508.7785
Coefficient of variation (CV)1.4066043
Kurtosis-1.2313659
Mean1072.6389
Median Absolute Deviation (MAD)74
Skewness0.83129653
Sum38615
Variance2276412.5
MonotonicityNot monotonic
2023-12-11T07:35:09.201387image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=23)
ValueCountFrequency (%)
0 12
33.3%
74 2
 
5.6%
75 2
 
5.6%
3922 1
 
2.8%
49 1
 
2.8%
2610 1
 
2.8%
60 1
 
2.8%
2744 1
 
2.8%
64 1
 
2.8%
2774 1
 
2.8%
Other values (13) 13
36.1%
ValueCountFrequency (%)
0 12
33.3%
49 1
 
2.8%
60 1
 
2.8%
64 1
 
2.8%
72 1
 
2.8%
73 1
 
2.8%
74 2
 
5.6%
75 2
 
5.6%
76 1
 
2.8%
77 1
 
2.8%
ValueCountFrequency (%)
3922 1
2.8%
3898 1
2.8%
3538 1
2.8%
3355 1
2.8%
3188 1
2.8%
3070 1
2.8%
2963 1
2.8%
2865 1
2.8%
2841 1
2.8%
2774 1
2.8%

유치원전체인원수(명)
Real number (ℝ)

ZEROS 

Distinct16
Distinct (%)44.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean91.722222
Minimum0
Maximum502
Zeros12
Zeros (%)33.3%
Negative0
Negative (%)0.0%
Memory size456.0 B
2023-12-11T07:35:09.315895image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median2
Q3153.25
95-th percentile414.5
Maximum502
Range502
Interquartile range (IQR)153.25

Descriptive statistics

Standard deviation150.93189
Coefficient of variation (CV)1.6455324
Kurtosis1.1803404
Mean91.722222
Median Absolute Deviation (MAD)2
Skewness1.5340391
Sum3302
Variance22780.435
MonotonicityNot monotonic
2023-12-11T07:35:09.425948image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=16)
ValueCountFrequency (%)
0 12
33.3%
3 5
13.9%
1 4
 
11.1%
2 3
 
8.3%
502 1
 
2.8%
195 1
 
2.8%
101 1
 
2.8%
109 1
 
2.8%
147 1
 
2.8%
172 1
 
2.8%
Other values (6) 6
16.7%
ValueCountFrequency (%)
0 12
33.3%
1 4
 
11.1%
2 3
 
8.3%
3 5
13.9%
101 1
 
2.8%
109 1
 
2.8%
147 1
 
2.8%
172 1
 
2.8%
195 1
 
2.8%
232 1
 
2.8%
ValueCountFrequency (%)
502 1
2.8%
470 1
2.8%
396 1
2.8%
355 1
2.8%
314 1
2.8%
284 1
2.8%
232 1
2.8%
195 1
2.8%
172 1
2.8%
147 1
2.8%

유치원특수교사1정인원수(명)
Real number (ℝ)

ZEROS 

Distinct13
Distinct (%)36.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean28.527778
Minimum0
Maximum270
Zeros23
Zeros (%)63.9%
Negative0
Negative (%)0.0%
Memory size456.0 B
2023-12-11T07:35:09.526763image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q326.75
95-th percentile157
Maximum270
Range270
Interquartile range (IQR)26.75

Descriptive statistics

Standard deviation60.259195
Coefficient of variation (CV)2.112299
Kurtosis7.8656858
Mean28.527778
Median Absolute Deviation (MAD)0
Skewness2.761738
Sum1027
Variance3631.1706
MonotonicityNot monotonic
2023-12-11T07:35:09.637199image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=13)
ValueCountFrequency (%)
0 23
63.9%
26 2
 
5.6%
270 1
 
2.8%
1 1
 
2.8%
190 1
 
2.8%
146 1
 
2.8%
108 1
 
2.8%
75 1
 
2.8%
52 1
 
2.8%
42 1
 
2.8%
Other values (3) 3
 
8.3%
ValueCountFrequency (%)
0 23
63.9%
1 1
 
2.8%
21 1
 
2.8%
26 2
 
5.6%
29 1
 
2.8%
41 1
 
2.8%
42 1
 
2.8%
52 1
 
2.8%
75 1
 
2.8%
108 1
 
2.8%
ValueCountFrequency (%)
270 1
2.8%
190 1
2.8%
146 1
2.8%
108 1
2.8%
75 1
2.8%
52 1
2.8%
42 1
2.8%
41 1
2.8%
29 1
2.8%
26 2
5.6%

유치원특수교사2정인원수(명)
Real number (ℝ)

ZEROS 

Distinct16
Distinct (%)44.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean60.444444
Minimum0
Maximum263
Zeros13
Zeros (%)36.1%
Negative0
Negative (%)0.0%
Memory size456.0 B
2023-12-11T07:35:09.738300image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median2
Q3122.75
95-th percentile236.25
Maximum263
Range263
Interquartile range (IQR)122.75

Descriptive statistics

Standard deviation92.891471
Coefficient of variation (CV)1.5368074
Kurtosis-0.35971487
Mean60.444444
Median Absolute Deviation (MAD)2
Skewness1.1568449
Sum2176
Variance8628.8254
MonotonicityNot monotonic
2023-12-11T07:35:09.845088image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=16)
ValueCountFrequency (%)
0 13
36.1%
3 5
 
13.9%
1 3
 
8.3%
2 3
 
8.3%
209 1
 
2.8%
154 1
 
2.8%
73 1
 
2.8%
75 1
 
2.8%
116 1
 
2.8%
143 1
 
2.8%
Other values (6) 6
16.7%
ValueCountFrequency (%)
0 13
36.1%
1 3
 
8.3%
2 3
 
8.3%
3 5
 
13.9%
73 1
 
2.8%
75 1
 
2.8%
116 1
 
2.8%
143 1
 
2.8%
154 1
 
2.8%
189 1
 
2.8%
ValueCountFrequency (%)
263 1
2.8%
237 1
2.8%
236 1
2.8%
233 1
2.8%
224 1
2.8%
209 1
2.8%
189 1
2.8%
154 1
2.8%
143 1
2.8%
116 1
2.8%

유치원일반교사인원수(명)
Real number (ℝ)

ZEROS 

Distinct9
Distinct (%)25.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2.6666667
Minimum0
Maximum23
Zeros25
Zeros (%)69.4%
Negative0
Negative (%)0.0%
Memory size456.0 B
2023-12-11T07:35:09.945010image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q31.25
95-th percentile14.75
Maximum23
Range23
Interquartile range (IQR)1.25

Descriptive statistics

Standard deviation5.6920998
Coefficient of variation (CV)2.1345374
Kurtosis4.7024751
Mean2.6666667
Median Absolute Deviation (MAD)0
Skewness2.3131202
Sum96
Variance32.4
MonotonicityNot monotonic
2023-12-11T07:35:10.033074image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=9)
ValueCountFrequency (%)
0 25
69.4%
12 2
 
5.6%
3 2
 
5.6%
1 2
 
5.6%
23 1
 
2.8%
17 1
 
2.8%
14 1
 
2.8%
8 1
 
2.8%
2 1
 
2.8%
ValueCountFrequency (%)
0 25
69.4%
1 2
 
5.6%
2 1
 
2.8%
3 2
 
5.6%
8 1
 
2.8%
12 2
 
5.6%
14 1
 
2.8%
17 1
 
2.8%
23 1
 
2.8%
ValueCountFrequency (%)
23 1
 
2.8%
17 1
 
2.8%
14 1
 
2.8%
12 2
 
5.6%
8 1
 
2.8%
3 2
 
5.6%
2 1
 
2.8%
1 2
 
5.6%
0 25
69.4%

유치원재활복지교사1정인원수(명)
Categorical

CONSTANT 

Distinct1
Distinct (%)2.8%
Missing0
Missing (%)0.0%
Memory size420.0 B
0
36 

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
0 36
100.0%

Length

2023-12-11T07:35:10.128653image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T07:35:10.212571image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 36
100.0%

유치원재활복지교사2정인원수(명)
Categorical

CONSTANT 

Distinct1
Distinct (%)2.8%
Missing0
Missing (%)0.0%
Memory size420.0 B
0
36 

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
0 36
100.0%

Length

2023-12-11T07:35:10.306939image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T07:35:10.391341image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 36
100.0%

유치원재활복지교사준교사인원수(명)
Categorical

CONSTANT 

Distinct1
Distinct (%)2.8%
Missing0
Missing (%)0.0%
Memory size420.0 B
0
36 

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
0 36
100.0%

Length

2023-12-11T07:35:10.476053image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T07:35:10.572067image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 36
100.0%

유치원재활복지교사실기교사인원수(명)
Categorical

CONSTANT 

Distinct1
Distinct (%)2.8%
Missing0
Missing (%)0.0%
Memory size420.0 B
0
36 

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
0 36
100.0%

Length

2023-12-11T07:35:10.660657image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T07:35:10.743981image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 36
100.0%

유치원치료교육교사1정인원수(명)
Categorical

CONSTANT 

Distinct1
Distinct (%)2.8%
Missing0
Missing (%)0.0%
Memory size420.0 B
0
36 

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
0 36
100.0%

Length

2023-12-11T07:35:10.875571image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T07:35:10.964404image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 36
100.0%

유치원치료교육교사2정인원수(명)
Categorical

IMBALANCE 

Distinct2
Distinct (%)5.6%
Missing0
Missing (%)0.0%
Memory size420.0 B
0
35 
1
 
1

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique1 ?
Unique (%)2.8%

Sample

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

Common Values

ValueCountFrequency (%)
0 35
97.2%
1 1
 
2.8%

Length

2023-12-11T07:35:11.067760image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T07:35:11.153337image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 35
97.2%
1 1
 
2.8%

유치원치료교육교사준교사인원수(명)
Categorical

CONSTANT 

Distinct1
Distinct (%)2.8%
Missing0
Missing (%)0.0%
Memory size420.0 B
0
36 

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
0 36
100.0%

Length

2023-12-11T07:35:11.249946image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T07:35:11.354496image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 36
100.0%

유치원치료교육교사실기교사인원수(명)
Categorical

IMBALANCE 

Distinct2
Distinct (%)5.6%
Missing0
Missing (%)0.0%
Memory size420.0 B
0
34 
1
 
2

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
0 34
94.4%
1 2
 
5.6%

Length

2023-12-11T07:35:11.461232image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T07:35:11.569249image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 34
94.4%
1 2
 
5.6%

초등학교전체인원수(명)
Real number (ℝ)

ZEROS 

Distinct14
Distinct (%)38.9%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean471.38889
Minimum0
Maximum1860
Zeros12
Zeros (%)33.3%
Negative0
Negative (%)0.0%
Memory size456.0 B
2023-12-11T07:35:11.647788image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median3
Q31209.5
95-th percentile1712.5
Maximum1860
Range1860
Interquartile range (IQR)1209.5

Descriptive statistics

Standard deviation688.68783
Coefficient of variation (CV)1.460976
Kurtosis-1.0367867
Mean471.38889
Median Absolute Deviation (MAD)3
Skewness0.88783158
Sum16970
Variance474290.93
MonotonicityNot monotonic
2023-12-11T07:35:11.758920image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=14)
ValueCountFrequency (%)
0 12
33.3%
3 12
33.3%
1860 1
 
2.8%
1828 1
 
2.8%
1674 1
 
2.8%
1537 1
 
2.8%
1421 1
 
2.8%
1325 1
 
2.8%
1261 1
 
2.8%
1206 1
 
2.8%
Other values (4) 4
 
11.1%
ValueCountFrequency (%)
0 12
33.3%
3 12
33.3%
1175 1
 
2.8%
1206 1
 
2.8%
1207 1
 
2.8%
1217 1
 
2.8%
1223 1
 
2.8%
1261 1
 
2.8%
1325 1
 
2.8%
1421 1
 
2.8%
ValueCountFrequency (%)
1860 1
2.8%
1828 1
2.8%
1674 1
2.8%
1537 1
2.8%
1421 1
2.8%
1325 1
2.8%
1261 1
2.8%
1223 1
2.8%
1217 1
2.8%
1207 1
2.8%

초등학교특수교사1정인원수(명)
Real number (ℝ)

ZEROS 

Distinct15
Distinct (%)41.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean231.61111
Minimum0
Maximum1263
Zeros12
Zeros (%)33.3%
Negative0
Negative (%)0.0%
Memory size456.0 B
2023-12-11T07:35:11.877092image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median3
Q3496
95-th percentile993.5
Maximum1263
Range1263
Interquartile range (IQR)496

Descriptive statistics

Standard deviation363.02895
Coefficient of variation (CV)1.5674073
Kurtosis0.99791249
Mean231.61111
Median Absolute Deviation (MAD)3
Skewness1.3956922
Sum8338
Variance131790.02
MonotonicityNot monotonic
2023-12-11T07:35:11.981805image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=15)
ValueCountFrequency (%)
0 12
33.3%
3 10
27.8%
2 2
 
5.6%
1263 1
 
2.8%
1100 1
 
2.8%
958 1
 
2.8%
729 1
 
2.8%
644 1
 
2.8%
584 1
 
2.8%
561 1
 
2.8%
Other values (5) 5
13.9%
ValueCountFrequency (%)
0 12
33.3%
2 2
 
5.6%
3 10
27.8%
454 1
 
2.8%
477 1
 
2.8%
489 1
 
2.8%
517 1
 
2.8%
528 1
 
2.8%
561 1
 
2.8%
584 1
 
2.8%
ValueCountFrequency (%)
1263 1
2.8%
1100 1
2.8%
958 1
2.8%
729 1
2.8%
644 1
2.8%
584 1
2.8%
561 1
2.8%
528 1
2.8%
517 1
2.8%
489 1
2.8%

초등학교특수교사2정인원수(명)
Real number (ℝ)

ZEROS 

Distinct14
Distinct (%)38.9%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean238.27778
Minimum0
Maximum807
Zeros22
Zeros (%)61.1%
Negative0
Negative (%)0.0%
Memory size456.0 B
2023-12-11T07:35:12.074093image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q3693.25
95-th percentile750
Maximum807
Range807
Interquartile range (IQR)693.25

Descriptive statistics

Standard deviation342.87821
Coefficient of variation (CV)1.4389852
Kurtosis-1.4721567
Mean238.27778
Median Absolute Deviation (MAD)0
Skewness0.76163026
Sum8578
Variance117565.46
MonotonicityNot monotonic
2023-12-11T07:35:12.173011image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=14)
ValueCountFrequency (%)
0 22
61.1%
1 2
 
5.6%
596 1
 
2.8%
726 1
 
2.8%
711 1
 
2.8%
807 1
 
2.8%
777 1
 
2.8%
741 1
 
2.8%
700 1
 
2.8%
677 1
 
2.8%
Other values (4) 4
 
11.1%
ValueCountFrequency (%)
0 22
61.1%
1 2
 
5.6%
596 1
 
2.8%
677 1
 
2.8%
691 1
 
2.8%
700 1
 
2.8%
706 1
 
2.8%
711 1
 
2.8%
717 1
 
2.8%
726 1
 
2.8%
ValueCountFrequency (%)
807 1
2.8%
777 1
2.8%
741 1
2.8%
727 1
2.8%
726 1
2.8%
717 1
2.8%
711 1
2.8%
706 1
2.8%
700 1
2.8%
691 1
2.8%

초등학교일반교사인원수(명)
Categorical

IMBALANCE 

Distinct4
Distinct (%)11.1%
Missing0
Missing (%)0.0%
Memory size420.0 B
0
30 
1
4 
4
 
1
37
 
1

Length

Max length2
Median length1
Mean length1.0277778
Min length1

Unique

Unique2 ?
Unique (%)5.6%

Sample

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

Common Values

ValueCountFrequency (%)
0 30
83.3%
1 4
 
11.1%
4 1
 
2.8%
37 1
 
2.8%

Length

2023-12-11T07:35:12.302099image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T07:35:12.404773image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 30
83.3%
1 4
 
11.1%
4 1
 
2.8%
37 1
 
2.8%

초등학교재활복지교사1정인원수(명)
Categorical

IMBALANCE 

Distinct2
Distinct (%)5.6%
Missing0
Missing (%)0.0%
Memory size420.0 B
0
35 
1
 
1

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique1 ?
Unique (%)2.8%

Sample

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

Common Values

ValueCountFrequency (%)
0 35
97.2%
1 1
 
2.8%

Length

2023-12-11T07:35:12.504426image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T07:35:12.593896image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 35
97.2%
1 1
 
2.8%

초등학교재활복지교사2정인원수(명)
Categorical

IMBALANCE 

Distinct2
Distinct (%)5.6%
Missing0
Missing (%)0.0%
Memory size420.0 B
0
35 
1
 
1

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique1 ?
Unique (%)2.8%

Sample

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

Common Values

ValueCountFrequency (%)
0 35
97.2%
1 1
 
2.8%

Length

2023-12-11T07:35:12.683978image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T07:35:12.770973image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 35
97.2%
1 1
 
2.8%

초등학교재활복지교사준교사인원수(명)
Categorical

CONSTANT 

Distinct1
Distinct (%)2.8%
Missing0
Missing (%)0.0%
Memory size420.0 B
0
36 

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
0 36
100.0%

Length

2023-12-11T07:35:12.858017image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T07:35:12.948018image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 36
100.0%

초등학교재활복지교사실기교사인원수(명)
Categorical

CONSTANT 

Distinct1
Distinct (%)2.8%
Missing0
Missing (%)0.0%
Memory size420.0 B
0
36 

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
0 36
100.0%

Length

2023-12-11T07:35:13.040546image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T07:35:13.126376image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 36
100.0%

초등학교치료교육교사1정인원수(명)
Categorical

CONSTANT 

Distinct1
Distinct (%)2.8%
Missing0
Missing (%)0.0%
Memory size420.0 B
0
36 

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
0 36
100.0%

Length

2023-12-11T07:35:13.219184image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T07:35:13.349328image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 36
100.0%

초등학교치료교육교사2정인원수(명)
Categorical

IMBALANCE 

Distinct4
Distinct (%)11.1%
Missing0
Missing (%)0.0%
Memory size420.0 B
0
32 
1
 
2
2
 
1
3
 
1

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique2 ?
Unique (%)5.6%

Sample

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

Common Values

ValueCountFrequency (%)
0 32
88.9%
1 2
 
5.6%
2 1
 
2.8%
3 1
 
2.8%

Length

2023-12-11T07:35:13.435067image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T07:35:13.524005image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 32
88.9%
1 2
 
5.6%
2 1
 
2.8%
3 1
 
2.8%

초등학교치료교육교사준교사인원수(명)
Categorical

CONSTANT 

Distinct1
Distinct (%)2.8%
Missing0
Missing (%)0.0%
Memory size420.0 B
0
36 

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
0 36
100.0%

Length

2023-12-11T07:35:13.618977image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T07:35:13.707039image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 36
100.0%

초등학교치료교육교사실기교사인원수(명)
Categorical

CONSTANT 

Distinct1
Distinct (%)2.8%
Missing0
Missing (%)0.0%
Memory size420.0 B
0
36 

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
0 36
100.0%

Length

2023-12-11T07:35:13.789543image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T07:35:13.870022image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 36
100.0%

중학교전체인원수(명)
Real number (ℝ)

ZEROS 

Distinct21
Distinct (%)58.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean232
Minimum0
Maximum780
Zeros12
Zeros (%)33.3%
Negative0
Negative (%)0.0%
Memory size456.0 B
2023-12-11T07:35:13.950296image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median31.5
Q3640.75
95-th percentile689.25
Maximum780
Range780
Interquartile range (IQR)640.75

Descriptive statistics

Standard deviation312.47327
Coefficient of variation (CV)1.3468675
Kurtosis-1.4429136
Mean232
Median Absolute Deviation (MAD)31.5
Skewness0.7627761
Sum8352
Variance97639.543
MonotonicityNot monotonic
2023-12-11T07:35:14.060992image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=21)
ValueCountFrequency (%)
0 12
33.3%
35 3
 
8.3%
26 2
 
5.6%
34 2
 
5.6%
762 1
 
2.8%
28 1
 
2.8%
23 1
 
2.8%
610 1
 
2.8%
631 1
 
2.8%
650 1
 
2.8%
Other values (11) 11
30.6%
ValueCountFrequency (%)
0 12
33.3%
23 1
 
2.8%
26 2
 
5.6%
27 1
 
2.8%
28 1
 
2.8%
30 1
 
2.8%
33 1
 
2.8%
34 2
 
5.6%
35 3
 
8.3%
610 1
 
2.8%
ValueCountFrequency (%)
780 1
2.8%
762 1
2.8%
665 1
2.8%
657 1
2.8%
655 1
2.8%
650 1
2.8%
647 1
2.8%
646 1
2.8%
643 1
2.8%
640 1
2.8%

중학교특수교사1정인원수(명)
Real number (ℝ)

ZEROS 

Distinct21
Distinct (%)58.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean87.222222
Minimum0
Maximum551
Zeros12
Zeros (%)33.3%
Negative0
Negative (%)0.0%
Memory size456.0 B
2023-12-11T07:35:14.160022image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median10.5
Q3157.25
95-th percentile370.75
Maximum551
Range551
Interquartile range (IQR)157.25

Descriptive statistics

Standard deviation137.65383
Coefficient of variation (CV)1.5781968
Kurtosis3.0396275
Mean87.222222
Median Absolute Deviation (MAD)10.5
Skewness1.824662
Sum3140
Variance18948.578
MonotonicityNot monotonic
2023-12-11T07:35:14.250223image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=21)
ValueCountFrequency (%)
0 12
33.3%
10 3
 
8.3%
153 2
 
5.6%
11 2
 
5.6%
551 1
 
2.8%
164 1
 
2.8%
3 1
 
2.8%
5 1
 
2.8%
158 1
 
2.8%
7 1
 
2.8%
Other values (11) 11
30.6%
ValueCountFrequency (%)
0 12
33.3%
3 1
 
2.8%
5 1
 
2.8%
7 1
 
2.8%
10 3
 
8.3%
11 2
 
5.6%
12 1
 
2.8%
17 1
 
2.8%
22 1
 
2.8%
25 1
 
2.8%
ValueCountFrequency (%)
551 1
2.8%
415 1
2.8%
356 1
2.8%
287 1
2.8%
261 1
2.8%
176 1
2.8%
166 1
2.8%
164 1
2.8%
158 1
2.8%
157 1
2.8%

중학교특수교사2정인원수(명)
Real number (ℝ)

ZEROS 

Distinct20
Distinct (%)55.6%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean139.97222
Minimum0
Maximum487
Zeros12
Zeros (%)33.3%
Negative0
Negative (%)0.0%
Memory size456.0 B
2023-12-11T07:35:14.344845image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median19
Q3331.25
95-th percentile477.75
Maximum487
Range487
Interquartile range (IQR)331.25

Descriptive statistics

Standard deviation194.31719
Coefficient of variation (CV)1.3882554
Kurtosis-1.0489908
Mean139.97222
Median Absolute Deviation (MAD)19
Skewness0.91179987
Sum5039
Variance37759.171
MonotonicityNot monotonic
2023-12-11T07:35:14.453175image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=20)
ValueCountFrequency (%)
0 12
33.3%
22 3
 
8.3%
20 2
 
5.6%
19 2
 
5.6%
17 2
 
5.6%
209 1
 
2.8%
445 1
 
2.8%
426 1
 
2.8%
487 1
 
2.8%
472 1
 
2.8%
Other values (10) 10
27.8%
ValueCountFrequency (%)
0 12
33.3%
9 1
 
2.8%
12 1
 
2.8%
17 2
 
5.6%
18 1
 
2.8%
19 2
 
5.6%
20 2
 
5.6%
22 3
 
8.3%
209 1
 
2.8%
305 1
 
2.8%
ValueCountFrequency (%)
487 1
2.8%
483 1
2.8%
476 1
2.8%
472 1
2.8%
458 1
2.8%
445 1
2.8%
426 1
2.8%
376 1
2.8%
365 1
2.8%
320 1
2.8%

중학교일반교사인원수(명)
Categorical

IMBALANCE 

Distinct5
Distinct (%)13.9%
Missing0
Missing (%)0.0%
Memory size420.0 B
0
30 
1
 
3
42
 
1
41
 
1
2
 
1

Length

Max length2
Median length1
Mean length1.0555556
Min length1

Unique

Unique3 ?
Unique (%)8.3%

Sample

1st row0
2nd row0
3rd row0
4th row42
5th row0

Common Values

ValueCountFrequency (%)
0 30
83.3%
1 3
 
8.3%
42 1
 
2.8%
41 1
 
2.8%
2 1
 
2.8%

Length

2023-12-11T07:35:14.627851image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T07:35:14.743199image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 30
83.3%
1 3
 
8.3%
42 1
 
2.8%
41 1
 
2.8%
2 1
 
2.8%

중학교재활복지교사1정인원수(명)
Categorical

IMBALANCE 

Distinct3
Distinct (%)8.3%
Missing0
Missing (%)0.0%
Memory size420.0 B
0
30 
1
5 
2
 
1

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique1 ?
Unique (%)2.8%

Sample

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

Common Values

ValueCountFrequency (%)
0 30
83.3%
1 5
 
13.9%
2 1
 
2.8%

Length

2023-12-11T07:35:14.836868image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T07:35:14.922418image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 30
83.3%
1 5
 
13.9%
2 1
 
2.8%

중학교재활복지교사2정인원수(명)
Real number (ℝ)

ZEROS 

Distinct7
Distinct (%)19.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.0555556
Minimum0
Maximum7
Zeros25
Zeros (%)69.4%
Negative0
Negative (%)0.0%
Memory size456.0 B
2023-12-11T07:35:15.004655image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q32
95-th percentile6.25
Maximum7
Range7
Interquartile range (IQR)2

Descriptive statistics

Standard deviation1.9992062
Coefficient of variation (CV)1.8939848
Kurtosis3.5605471
Mean1.0555556
Median Absolute Deviation (MAD)0
Skewness2.0773091
Sum38
Variance3.9968254
MonotonicityNot monotonic
2023-12-11T07:35:15.102272image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=7)
ValueCountFrequency (%)
0 25
69.4%
2 5
 
13.9%
7 2
 
5.6%
3 1
 
2.8%
4 1
 
2.8%
1 1
 
2.8%
6 1
 
2.8%
ValueCountFrequency (%)
0 25
69.4%
1 1
 
2.8%
2 5
 
13.9%
3 1
 
2.8%
4 1
 
2.8%
6 1
 
2.8%
7 2
 
5.6%
ValueCountFrequency (%)
7 2
 
5.6%
6 1
 
2.8%
4 1
 
2.8%
3 1
 
2.8%
2 5
 
13.9%
1 1
 
2.8%
0 25
69.4%

중학교재활복지교사준교사인원수(명)
Categorical

CONSTANT 

Distinct1
Distinct (%)2.8%
Missing0
Missing (%)0.0%
Memory size420.0 B
0
36 

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
0 36
100.0%

Length

2023-12-11T07:35:15.427308image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T07:35:15.515787image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 36
100.0%

중학교재활복지교사실기교사인원수(명)
Categorical

CONSTANT 

Distinct1
Distinct (%)2.8%
Missing0
Missing (%)0.0%
Memory size420.0 B
0
36 

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
0 36
100.0%

Length

2023-12-11T07:35:15.611593image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T07:35:15.699056image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 36
100.0%

중학교치료교육교사1정인원수(명)
Categorical

CONSTANT 

Distinct1
Distinct (%)2.8%
Missing0
Missing (%)0.0%
Memory size420.0 B
0
36 

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
0 36
100.0%

Length

2023-12-11T07:35:15.783238image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T07:35:15.870621image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 36
100.0%

중학교치료교육교사2정인원수(명)
Real number (ℝ)

ZEROS 

Distinct6
Distinct (%)16.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.1111111
Minimum0
Maximum10
Zeros27
Zeros (%)75.0%
Negative0
Negative (%)0.0%
Memory size456.0 B
2023-12-11T07:35:15.944139image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30.25
95-th percentile5
Maximum10
Range10
Interquartile range (IQR)0.25

Descriptive statistics

Standard deviation2.2649854
Coefficient of variation (CV)2.0384868
Kurtosis5.7884854
Mean1.1111111
Median Absolute Deviation (MAD)0
Skewness2.3069674
Sum40
Variance5.1301587
MonotonicityNot monotonic
2023-12-11T07:35:16.037908image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=6)
ValueCountFrequency (%)
0 27
75.0%
4 4
 
11.1%
5 2
 
5.6%
1 1
 
2.8%
10 1
 
2.8%
3 1
 
2.8%
ValueCountFrequency (%)
0 27
75.0%
1 1
 
2.8%
3 1
 
2.8%
4 4
 
11.1%
5 2
 
5.6%
10 1
 
2.8%
ValueCountFrequency (%)
10 1
 
2.8%
5 2
 
5.6%
4 4
 
11.1%
3 1
 
2.8%
1 1
 
2.8%
0 27
75.0%

중학교치료교육교사준교사인원수(명)
Categorical

CONSTANT 

Distinct1
Distinct (%)2.8%
Missing0
Missing (%)0.0%
Memory size420.0 B
0
36 

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
0 36
100.0%

Length

2023-12-11T07:35:16.137161image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T07:35:16.217711image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 36
100.0%

중학교치료교육교사실기교사인원수(명)
Categorical

CONSTANT 

Distinct1
Distinct (%)2.8%
Missing0
Missing (%)0.0%
Memory size420.0 B
0
36 

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
0 36
100.0%

Length

2023-12-11T07:35:16.311980image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T07:35:16.394043image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 36
100.0%

고등학교전체인원수(명)
Real number (ℝ)

ZEROS 

Distinct20
Distinct (%)55.6%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean263.77778
Minimum0
Maximum789
Zeros12
Zeros (%)33.3%
Negative0
Negative (%)0.0%
Memory size456.0 B
2023-12-11T07:35:16.472888image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median37
Q3746.25
95-th percentile771.75
Maximum789
Range789
Interquartile range (IQR)746.25

Descriptive statistics

Standard deviation353.70756
Coefficient of variation (CV)1.3409301
Kurtosis-1.5344629
Mean263.77778
Median Absolute Deviation (MAD)37
Skewness0.73553891
Sum9496
Variance125109.03
MonotonicityNot monotonic
2023-12-11T07:35:16.591558image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=20)
ValueCountFrequency (%)
0 12
33.3%
38 3
 
8.3%
37 3
 
8.3%
34 2
 
5.6%
767 1
 
2.8%
20 1
 
2.8%
718 1
 
2.8%
30 1
 
2.8%
789 1
 
2.8%
732 1
 
2.8%
Other values (10) 10
27.8%
ValueCountFrequency (%)
0 12
33.3%
20 1
 
2.8%
30 1
 
2.8%
34 2
 
5.6%
36 1
 
2.8%
37 3
 
8.3%
38 3
 
8.3%
41 1
 
2.8%
718 1
 
2.8%
732 1
 
2.8%
ValueCountFrequency (%)
789 1
2.8%
774 1
2.8%
771 1
2.8%
768 1
2.8%
767 1
2.8%
759 1
2.8%
754 1
2.8%
751 1
2.8%
747 1
2.8%
746 1
2.8%

고등학교특수교사1정인원수(명)
Real number (ℝ)

ZEROS 

Distinct19
Distinct (%)52.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean98.861111
Minimum0
Maximum570
Zeros12
Zeros (%)33.3%
Negative0
Negative (%)0.0%
Memory size456.0 B
2023-12-11T07:35:16.714993image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median8
Q3157
95-th percentile471.75
Maximum570
Range570
Interquartile range (IQR)157

Descriptive statistics

Standard deviation159.80473
Coefficient of variation (CV)1.6164569
Kurtosis2.0986025
Mean98.861111
Median Absolute Deviation (MAD)8
Skewness1.7272735
Sum3559
Variance25537.552
MonotonicityNot monotonic
2023-12-11T07:35:16.812931image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=19)
ValueCountFrequency (%)
0 12
33.3%
7 3
 
8.3%
6 3
 
8.3%
17 2
 
5.6%
9 2
 
5.6%
570 1
 
2.8%
199 1
 
2.8%
141 1
 
2.8%
139 1
 
2.8%
152 1
 
2.8%
Other values (9) 9
25.0%
ValueCountFrequency (%)
0 12
33.3%
6 3
 
8.3%
7 3
 
8.3%
9 2
 
5.6%
12 1
 
2.8%
17 2
 
5.6%
23 1
 
2.8%
139 1
 
2.8%
141 1
 
2.8%
152 1
 
2.8%
ValueCountFrequency (%)
570 1
2.8%
504 1
2.8%
461 1
2.8%
364 1
2.8%
327 1
2.8%
206 1
2.8%
199 1
2.8%
198 1
2.8%
172 1
2.8%
152 1
2.8%

고등학교특수교사2정인원수(명)
Real number (ℝ)

ZEROS 

Distinct23
Distinct (%)63.9%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean157.27778
Minimum0
Maximum576
Zeros12
Zeros (%)33.3%
Negative0
Negative (%)0.0%
Memory size456.0 B
2023-12-11T07:35:16.909219image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median25.5
Q3312
95-th percentile567
Maximum576
Range576
Interquartile range (IQR)312

Descriptive statistics

Standard deviation223.14116
Coefficient of variation (CV)1.4187711
Kurtosis-0.67239161
Mean157.27778
Median Absolute Deviation (MAD)25.5
Skewness1.0551071
Sum5662
Variance49791.978
MonotonicityNot monotonic
2023-12-11T07:35:17.014804image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=23)
ValueCountFrequency (%)
0 12
33.3%
29 3
 
8.3%
176 1
 
2.8%
562 1
 
2.8%
13 1
 
2.8%
475 1
 
2.8%
22 1
 
2.8%
525 1
 
2.8%
27 1
 
2.8%
576 1
 
2.8%
Other values (13) 13
36.1%
ValueCountFrequency (%)
0 12
33.3%
13 1
 
2.8%
14 1
 
2.8%
17 1
 
2.8%
20 1
 
2.8%
22 1
 
2.8%
24 1
 
2.8%
27 1
 
2.8%
29 3
 
8.3%
31 1
 
2.8%
ValueCountFrequency (%)
576 1
2.8%
570 1
2.8%
566 1
2.8%
565 1
2.8%
562 1
2.8%
525 1
2.8%
475 1
2.8%
427 1
2.8%
387 1
2.8%
287 1
2.8%

고등학교일반교사인원수(명)
Categorical

IMBALANCE 

Distinct4
Distinct (%)11.1%
Missing0
Missing (%)0.0%
Memory size420.0 B
0
30 
1
4 
120
 
1
93
 
1

Length

Max length3
Median length1
Mean length1.0833333
Min length1

Unique

Unique2 ?
Unique (%)5.6%

Sample

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

Common Values

ValueCountFrequency (%)
0 30
83.3%
1 4
 
11.1%
120 1
 
2.8%
93 1
 
2.8%

Length

2023-12-11T07:35:17.134123image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T07:35:17.236311image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 30
83.3%
1 4
 
11.1%
120 1
 
2.8%
93 1
 
2.8%

고등학교재활복지교사1정인원수(명)
Categorical

IMBALANCE 

Distinct3
Distinct (%)8.3%
Missing0
Missing (%)0.0%
Memory size420.0 B
0
32 
1
 
3
3
 
1

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique1 ?
Unique (%)2.8%

Sample

1st row0
2nd row0
3rd row0
4th row3
5th row0

Common Values

ValueCountFrequency (%)
0 32
88.9%
1 3
 
8.3%
3 1
 
2.8%

Length

2023-12-11T07:35:17.386287image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T07:35:17.483953image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 32
88.9%
1 3
 
8.3%
3 1
 
2.8%

고등학교재활복지교사2정인원수(명)
Real number (ℝ)

ZEROS 

Distinct6
Distinct (%)16.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.94444444
Minimum0
Maximum6
Zeros25
Zeros (%)69.4%
Negative0
Negative (%)0.0%
Memory size456.0 B
2023-12-11T07:35:17.574553image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q32
95-th percentile4.25
Maximum6
Range6
Interquartile range (IQR)2

Descriptive statistics

Standard deviation1.637846
Coefficient of variation (CV)1.7341899
Kurtosis2.1136143
Mean0.94444444
Median Absolute Deviation (MAD)0
Skewness1.7052271
Sum34
Variance2.6825397
MonotonicityNot monotonic
2023-12-11T07:35:17.660816image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=6)
ValueCountFrequency (%)
0 25
69.4%
2 6
 
16.7%
4 2
 
5.6%
6 1
 
2.8%
3 1
 
2.8%
5 1
 
2.8%
ValueCountFrequency (%)
0 25
69.4%
2 6
 
16.7%
3 1
 
2.8%
4 2
 
5.6%
5 1
 
2.8%
6 1
 
2.8%
ValueCountFrequency (%)
6 1
 
2.8%
5 1
 
2.8%
4 2
 
5.6%
3 1
 
2.8%
2 6
 
16.7%
0 25
69.4%

고등학교재활복지교사준교사인원수(명)
Categorical

CONSTANT 

Distinct1
Distinct (%)2.8%
Missing0
Missing (%)0.0%
Memory size420.0 B
0
36 

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
0 36
100.0%

Length

2023-12-11T07:35:17.768444image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T07:35:17.849780image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 36
100.0%

고등학교재활복지교사실기교사인원수(명)
Categorical

CONSTANT 

Distinct1
Distinct (%)2.8%
Missing0
Missing (%)0.0%
Memory size420.0 B
0
36 

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
0 36
100.0%

Length

2023-12-11T07:35:17.941094image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T07:35:18.026709image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 36
100.0%

고등학교치료교육교사1정인원수(명)
Categorical

CONSTANT 

Distinct1
Distinct (%)2.8%
Missing0
Missing (%)0.0%
Memory size420.0 B
0
36 

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
0 36
100.0%

Length

2023-12-11T07:35:18.104589image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T07:35:18.186881image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 36
100.0%

고등학교치료교육교사2정인원수(명)
Real number (ℝ)

ZEROS 

Distinct6
Distinct (%)16.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.5
Minimum0
Maximum5
Zeros28
Zeros (%)77.8%
Negative0
Negative (%)0.0%
Memory size456.0 B
2023-12-11T07:35:18.255862image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile3.25
Maximum5
Range5
Interquartile range (IQR)0

Descriptive statistics

Standard deviation1.183216
Coefficient of variation (CV)2.3664319
Kurtosis7.2161332
Mean0.5
Median Absolute Deviation (MAD)0
Skewness2.7393955
Sum18
Variance1.4
MonotonicityNot monotonic
2023-12-11T07:35:18.362380image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=6)
ValueCountFrequency (%)
0 28
77.8%
1 4
 
11.1%
5 1
 
2.8%
2 1
 
2.8%
3 1
 
2.8%
4 1
 
2.8%
ValueCountFrequency (%)
0 28
77.8%
1 4
 
11.1%
2 1
 
2.8%
3 1
 
2.8%
4 1
 
2.8%
5 1
 
2.8%
ValueCountFrequency (%)
5 1
 
2.8%
4 1
 
2.8%
3 1
 
2.8%
2 1
 
2.8%
1 4
 
11.1%
0 28
77.8%

고등학교치료교육교사준교사인원수(명)
Categorical

CONSTANT 

Distinct1
Distinct (%)2.8%
Missing0
Missing (%)0.0%
Memory size420.0 B
0
36 

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
0 36
100.0%

Length

2023-12-11T07:35:18.461755image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T07:35:18.549417image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 36
100.0%

고등학교치료교육교사실기교사인원수(명)
Categorical

CONSTANT 

Distinct1
Distinct (%)2.8%
Missing0
Missing (%)0.0%
Memory size420.0 B
0
36 

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
0 36
100.0%

Length

2023-12-11T07:35:18.664986image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T07:35:18.747900image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 36
100.0%

전공과전체인원수(명)
Real number (ℝ)

ZEROS 

Distinct8
Distinct (%)22.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean13.75
Minimum0
Maximum52
Zeros24
Zeros (%)66.7%
Negative0
Negative (%)0.0%
Memory size456.0 B
2023-12-11T07:35:18.848728image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q332
95-th percentile52
Maximum52
Range52
Interquartile range (IQR)32

Descriptive statistics

Standard deviation21.993993
Coefficient of variation (CV)1.5995631
Kurtosis-0.75192069
Mean13.75
Median Absolute Deviation (MAD)0
Skewness1.0974739
Sum495
Variance483.73571
MonotonicityNot monotonic
2023-12-11T07:35:19.002820image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=8)
ValueCountFrequency (%)
0 24
66.7%
52 4
 
11.1%
50 3
 
8.3%
51 1
 
2.8%
44 1
 
2.8%
28 1
 
2.8%
8 1
 
2.8%
6 1
 
2.8%
ValueCountFrequency (%)
0 24
66.7%
6 1
 
2.8%
8 1
 
2.8%
28 1
 
2.8%
44 1
 
2.8%
50 3
 
8.3%
51 1
 
2.8%
52 4
 
11.1%
ValueCountFrequency (%)
52 4
 
11.1%
51 1
 
2.8%
50 3
 
8.3%
44 1
 
2.8%
28 1
 
2.8%
8 1
 
2.8%
6 1
 
2.8%
0 24
66.7%

전공과특수교사1정인원수(명)
Real number (ℝ)

ZEROS 

Distinct12
Distinct (%)33.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean6.5277778
Minimum0
Maximum40
Zeros24
Zeros (%)66.7%
Negative0
Negative (%)0.0%
Memory size456.0 B
2023-12-11T07:35:19.140561image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q36.75
95-th percentile35.25
Maximum40
Range40
Interquartile range (IQR)6.75

Descriptive statistics

Standard deviation11.927127
Coefficient of variation (CV)1.8271343
Kurtosis1.7994685
Mean6.5277778
Median Absolute Deviation (MAD)0
Skewness1.7375976
Sum235
Variance142.25635
MonotonicityNot monotonic
2023-12-11T07:35:19.247599image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=12)
ValueCountFrequency (%)
0 24
66.7%
2 2
 
5.6%
40 1
 
2.8%
35 1
 
2.8%
36 1
 
2.8%
27 1
 
2.8%
24 1
 
2.8%
19 1
 
2.8%
18 1
 
2.8%
15 1
 
2.8%
Other values (2) 2
 
5.6%
ValueCountFrequency (%)
0 24
66.7%
2 2
 
5.6%
5 1
 
2.8%
12 1
 
2.8%
15 1
 
2.8%
18 1
 
2.8%
19 1
 
2.8%
24 1
 
2.8%
27 1
 
2.8%
35 1
 
2.8%
ValueCountFrequency (%)
40 1
2.8%
36 1
2.8%
35 1
2.8%
27 1
2.8%
24 1
2.8%
19 1
2.8%
18 1
2.8%
15 1
2.8%
12 1
2.8%
5 1
2.8%

전공과특수교사2정인원수(명)
Real number (ℝ)

ZEROS 

Distinct12
Distinct (%)33.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean7.1388889
Minimum0
Maximum35
Zeros24
Zeros (%)66.7%
Negative0
Negative (%)0.0%
Memory size456.0 B
2023-12-11T07:35:19.389004image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q313
95-th percentile31.25
Maximum35
Range35
Interquartile range (IQR)13

Descriptive statistics

Standard deviation11.798675
Coefficient of variation (CV)1.6527327
Kurtosis0.23532458
Mean7.1388889
Median Absolute Deviation (MAD)0
Skewness1.351274
Sum257
Variance139.20873
MonotonicityNot monotonic
2023-12-11T07:35:19.497890image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=12)
ValueCountFrequency (%)
0 24
66.7%
31 2
 
5.6%
12 1
 
2.8%
17 1
 
2.8%
16 1
 
2.8%
25 1
 
2.8%
27 1
 
2.8%
32 1
 
2.8%
35 1
 
2.8%
21 1
 
2.8%
Other values (2) 2
 
5.6%
ValueCountFrequency (%)
0 24
66.7%
4 1
 
2.8%
6 1
 
2.8%
12 1
 
2.8%
16 1
 
2.8%
17 1
 
2.8%
21 1
 
2.8%
25 1
 
2.8%
27 1
 
2.8%
31 2
 
5.6%
ValueCountFrequency (%)
35 1
2.8%
32 1
2.8%
31 2
5.6%
27 1
2.8%
25 1
2.8%
21 1
2.8%
17 1
2.8%
16 1
2.8%
12 1
2.8%
6 1
2.8%

전공과일반교사인원수(명)
Categorical

IMBALANCE 

Distinct2
Distinct (%)5.6%
Missing0
Missing (%)0.0%
Memory size420.0 B
0
35 
1
 
1

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique1 ?
Unique (%)2.8%

Sample

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

Common Values

ValueCountFrequency (%)
0 35
97.2%
1 1
 
2.8%

Length

2023-12-11T07:35:19.603659image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T07:35:19.688341image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 35
97.2%
1 1
 
2.8%

전공과재활복지교사1정인원수(명)
Categorical

CONSTANT 

Distinct1
Distinct (%)2.8%
Missing0
Missing (%)0.0%
Memory size420.0 B
0
36 

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
0 36
100.0%

Length

2023-12-11T07:35:19.783319image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T07:35:19.873260image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 36
100.0%

전공과재활복지교사2정인원수(명)
Categorical

IMBALANCE 

Distinct2
Distinct (%)5.6%
Missing0
Missing (%)0.0%
Memory size420.0 B
0
34 
1
 
2

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
0 34
94.4%
1 2
 
5.6%

Length

2023-12-11T07:35:19.975696image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T07:35:20.058933image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 34
94.4%
1 2
 
5.6%

전공과재활복지교사준교사인원수(명)
Categorical

CONSTANT 

Distinct1
Distinct (%)2.8%
Missing0
Missing (%)0.0%
Memory size420.0 B
0
36 

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
0 36
100.0%

Length

2023-12-11T07:35:20.146239image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T07:35:20.224840image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 36
100.0%

전공과재활복지교사실기교사인원수(명)
Categorical

CONSTANT 

Distinct1
Distinct (%)2.8%
Missing0
Missing (%)0.0%
Memory size420.0 B
0
36 

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
0 36
100.0%

Length

2023-12-11T07:35:20.304735image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T07:35:20.383299image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 36
100.0%

전공과치료교육교사1정인원수(명)
Categorical

CONSTANT 

Distinct1
Distinct (%)2.8%
Missing0
Missing (%)0.0%
Memory size420.0 B
0
36 

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
0 36
100.0%

Length

2023-12-11T07:35:20.461572image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T07:35:20.536826image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 36
100.0%

전공과치료교육교사2정인원수(명)
Categorical

CONSTANT 

Distinct1
Distinct (%)2.8%
Missing0
Missing (%)0.0%
Memory size420.0 B
0
36 

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
0 36
100.0%

Length

2023-12-11T07:35:20.616380image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T07:35:20.693867image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 36
100.0%

전공과치료교육교사준교사인원수(명)
Categorical

CONSTANT 

Distinct1
Distinct (%)2.8%
Missing0
Missing (%)0.0%
Memory size420.0 B
0
36 

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
0 36
100.0%

Length

2023-12-11T07:35:20.775222image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T07:35:20.856838image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 36
100.0%

전공과치료교육교사실기교사인원수(명)
Categorical

CONSTANT 

Distinct1
Distinct (%)2.8%
Missing0
Missing (%)0.0%
Memory size420.0 B
0
36 

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
0 36
100.0%

Length

2023-12-11T07:35:20.955001image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T07:35:21.039888image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 36
100.0%

Sample

기준년도학교유형명전체인원수(명)유치원전체인원수(명)유치원특수교사1정인원수(명)유치원특수교사2정인원수(명)유치원일반교사인원수(명)유치원재활복지교사1정인원수(명)유치원재활복지교사2정인원수(명)유치원재활복지교사준교사인원수(명)유치원재활복지교사실기교사인원수(명)유치원치료교육교사1정인원수(명)유치원치료교육교사2정인원수(명)유치원치료교육교사준교사인원수(명)유치원치료교육교사실기교사인원수(명)초등학교전체인원수(명)초등학교특수교사1정인원수(명)초등학교특수교사2정인원수(명)초등학교일반교사인원수(명)초등학교재활복지교사1정인원수(명)초등학교재활복지교사2정인원수(명)초등학교재활복지교사준교사인원수(명)초등학교재활복지교사실기교사인원수(명)초등학교치료교육교사1정인원수(명)초등학교치료교육교사2정인원수(명)초등학교치료교육교사준교사인원수(명)초등학교치료교육교사실기교사인원수(명)중학교전체인원수(명)중학교특수교사1정인원수(명)중학교특수교사2정인원수(명)중학교일반교사인원수(명)중학교재활복지교사1정인원수(명)중학교재활복지교사2정인원수(명)중학교재활복지교사준교사인원수(명)중학교재활복지교사실기교사인원수(명)중학교치료교육교사1정인원수(명)중학교치료교육교사2정인원수(명)중학교치료교육교사준교사인원수(명)중학교치료교육교사실기교사인원수(명)고등학교전체인원수(명)고등학교특수교사1정인원수(명)고등학교특수교사2정인원수(명)고등학교일반교사인원수(명)고등학교재활복지교사1정인원수(명)고등학교재활복지교사2정인원수(명)고등학교재활복지교사준교사인원수(명)고등학교재활복지교사실기교사인원수(명)고등학교치료교육교사1정인원수(명)고등학교치료교육교사2정인원수(명)고등학교치료교육교사준교사인원수(명)고등학교치료교육교사실기교사인원수(명)전공과전체인원수(명)전공과특수교사1정인원수(명)전공과특수교사2정인원수(명)전공과일반교사인원수(명)전공과재활복지교사1정인원수(명)전공과재활복지교사2정인원수(명)전공과재활복지교사준교사인원수(명)전공과재활복지교사실기교사인원수(명)전공과치료교육교사1정인원수(명)전공과치료교육교사2정인원수(명)전공과치료교육교사준교사인원수(명)전공과치료교육교사실기교사인원수(명)
02023공립3922502270209230000000018601263596100000000762551209020000000746570176000000000524012000000000
12023국립0000000000000000000000000000000000000000000000000000000000000
22023사립7611000000000033000000000035259010000000372314000000000000000000000
32022공립38984701902631700000000182811007261010000007804153204212000000768504259032000000523517000000000
42022국립0000000000000000000000000000000000000000000000000000000000000
52022사립73101000000000330000000000352212010000000341717000000000000000000000
62021공립353839614623712000001001674958711400000100665356305013000000751461287012000000523616000000000
72021국립0000000000000000000000000000000000000000000000000000000000000
82021사립77202000000000330000000000351717010000000371720000000000000000000000
92020공립335535510823314000000001537729807100000000657287365004000100754364387002000100522725000000000
기준년도학교유형명전체인원수(명)유치원전체인원수(명)유치원특수교사1정인원수(명)유치원특수교사2정인원수(명)유치원일반교사인원수(명)유치원재활복지교사1정인원수(명)유치원재활복지교사2정인원수(명)유치원재활복지교사준교사인원수(명)유치원재활복지교사실기교사인원수(명)유치원치료교육교사1정인원수(명)유치원치료교육교사2정인원수(명)유치원치료교육교사준교사인원수(명)유치원치료교육교사실기교사인원수(명)초등학교전체인원수(명)초등학교특수교사1정인원수(명)초등학교특수교사2정인원수(명)초등학교일반교사인원수(명)초등학교재활복지교사1정인원수(명)초등학교재활복지교사2정인원수(명)초등학교재활복지교사준교사인원수(명)초등학교재활복지교사실기교사인원수(명)초등학교치료교육교사1정인원수(명)초등학교치료교육교사2정인원수(명)초등학교치료교육교사준교사인원수(명)초등학교치료교육교사실기교사인원수(명)중학교전체인원수(명)중학교특수교사1정인원수(명)중학교특수교사2정인원수(명)중학교일반교사인원수(명)중학교재활복지교사1정인원수(명)중학교재활복지교사2정인원수(명)중학교재활복지교사준교사인원수(명)중학교재활복지교사실기교사인원수(명)중학교치료교육교사1정인원수(명)중학교치료교육교사2정인원수(명)중학교치료교육교사준교사인원수(명)중학교치료교육교사실기교사인원수(명)고등학교전체인원수(명)고등학교특수교사1정인원수(명)고등학교특수교사2정인원수(명)고등학교일반교사인원수(명)고등학교재활복지교사1정인원수(명)고등학교재활복지교사2정인원수(명)고등학교재활복지교사준교사인원수(명)고등학교재활복지교사실기교사인원수(명)고등학교치료교육교사1정인원수(명)고등학교치료교육교사2정인원수(명)고등학교치료교육교사준교사인원수(명)고등학교치료교육교사실기교사인원수(명)전공과전체인원수(명)전공과특수교사1정인원수(명)전공과특수교사2정인원수(명)전공과일반교사인원수(명)전공과재활복지교사1정인원수(명)전공과재활복지교사2정인원수(명)전공과재활복지교사준교사인원수(명)전공과재활복지교사실기교사인원수(명)전공과치료교육교사1정인원수(명)전공과치료교육교사2정인원수(명)전공과치료교육교사준교사인원수(명)전공과치료교육교사실기교사인원수(명)
262015사립7430300000000033000000000027101700000000041631102000100000000000000
272014공립277414729116200000000121748972700000010065015348710600030073215257600300010028521101000000
282014국립0000000000000000000000000000000000000000000000000000000000000
292014사립641010000000003300000000002671900000000034727000000000000000000000
302013공립27441092175120000000112074776913700000200631158426410200040078913952512002000300826000000000
312013국립0000000000000000000000000000000000000000000000000000000000000
322013사립601010000000003300000000002651920000000030722100000000000000000000
332012공립2610101267310000000111754547171000003006101534451070004007181414759305000400624000000000
342012국립0000000000000000000000000000000000000000000000000000000000000
352012사립493030000000003210000000002332000000000020713000000000000000000000