Overview

Dataset statistics

Number of variables8
Number of observations36
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory2.6 KiB
Average record size in memory74.7 B

Variable types

Numeric7
Categorical1

Dataset

Description특수학급수 집계현황
Author경기복지재단(경기도장애인복지종합지원센터)
URLhttps://data.gg.go.kr/portal/data/service/selectServicePage.do?&infId=SNTM06JLIQWBW828DYLN25047736&infSeq=1

Alerts

전체학급수(개) is highly overall correlated with 유치원학급수(개) and 5 other fieldsHigh correlation
유치원학급수(개) is highly overall correlated with 전체학급수(개) and 5 other fieldsHigh correlation
초등학교학급수(개) is highly overall correlated with 전체학급수(개) and 5 other fieldsHigh correlation
중학교학급수(개) is highly overall correlated with 전체학급수(개) and 5 other fieldsHigh correlation
고등학교학급수(개) is highly overall correlated with 전체학급수(개) and 5 other fieldsHigh correlation
전공과학급수(개) is highly overall correlated with 전체학급수(개) and 5 other fieldsHigh correlation
학교유형명 is highly overall correlated with 전체학급수(개) and 5 other fieldsHigh correlation
전체학급수(개) has 12 (33.3%) zerosZeros
유치원학급수(개) has 12 (33.3%) zerosZeros
초등학교학급수(개) has 12 (33.3%) zerosZeros
중학교학급수(개) has 12 (33.3%) zerosZeros
고등학교학급수(개) has 12 (33.3%) zerosZeros
전공과학급수(개) has 24 (66.7%) zerosZeros

Reproduction

Analysis started2023-12-10 23:02:25.484077
Analysis finished2023-12-10 23:02:30.829370
Duration5.35 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
2023-12-11T08:02:30.886805image/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
2023-12-11T08:02:31.008293image/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

HIGH CORRELATION 

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

2023-12-11T08:02:31.168100image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T08:02:31.318938image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
공립 12
33.3%
국립 12
33.3%
사립 12
33.3%

전체학급수(개)
Real number (ℝ)

HIGH CORRELATION  ZEROS 

Distinct21
Distinct (%)58.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean959.36111
Minimum0
Maximum3572
Zeros12
Zeros (%)33.3%
Negative0
Negative (%)0.0%
Memory size456.0 B
2023-12-11T08:02:31.412629image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median56.5
Q32512.5
95-th percentile3217.75
Maximum3572
Range3572
Interquartile range (IQR)2512.5

Descriptive statistics

Standard deviation1355.7338
Coefficient of variation (CV)1.4131632
Kurtosis-1.2339549
Mean959.36111
Median Absolute Deviation (MAD)56.5
Skewness0.83194784
Sum34537
Variance1838014.2
MonotonicityNot monotonic
2023-12-11T08:02:31.526398image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=21)
ValueCountFrequency (%)
0 12
33.3%
56 3
 
8.3%
58 2
 
5.6%
57 2
 
5.6%
3572 1
 
2.8%
2593 1
 
2.8%
38 1
 
2.8%
2283 1
 
2.8%
50 1
 
2.8%
2410 1
 
2.8%
Other values (11) 11
30.6%
ValueCountFrequency (%)
0 12
33.3%
38 1
 
2.8%
50 1
 
2.8%
51 1
 
2.8%
56 3
 
8.3%
57 2
 
5.6%
58 2
 
5.6%
59 1
 
2.8%
62 1
 
2.8%
2283 1
 
2.8%
ValueCountFrequency (%)
3572 1
2.8%
3388 1
2.8%
3161 1
2.8%
3070 1
2.8%
2897 1
2.8%
2783 1
2.8%
2668 1
2.8%
2593 1
2.8%
2556 1
2.8%
2498 1
2.8%

유치원학급수(개)
Real number (ℝ)

HIGH CORRELATION  ZEROS 

Distinct16
Distinct (%)44.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean91.166667
Minimum0
Maximum497
Zeros12
Zeros (%)33.3%
Negative0
Negative (%)0.0%
Memory size456.0 B
2023-12-11T08:02:31.661067image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median2
Q3153.25
95-th percentile411.5
Maximum497
Range497
Interquartile range (IQR)153.25

Descriptive statistics

Standard deviation149.77764
Coefficient of variation (CV)1.6428992
Kurtosis1.1451421
Mean91.166667
Median Absolute Deviation (MAD)2
Skewness1.5269926
Sum3282
Variance22433.343
MonotonicityNot monotonic
2023-12-11T08:02:31.794222image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=16)
ValueCountFrequency (%)
0 12
33.3%
2 6
16.7%
3 4
 
11.1%
1 2
 
5.6%
497 1
 
2.8%
195 1
 
2.8%
100 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 2
 
5.6%
2 6
16.7%
3 4
 
11.1%
100 1
 
2.8%
109 1
 
2.8%
147 1
 
2.8%
172 1
 
2.8%
195 1
 
2.8%
227 1
 
2.8%
ValueCountFrequency (%)
497 1
2.8%
464 1
2.8%
394 1
2.8%
355 1
2.8%
314 1
2.8%
282 1
2.8%
227 1
2.8%
195 1
2.8%
172 1
2.8%
147 1
2.8%

초등학교학급수(개)
Real number (ℝ)

HIGH CORRELATION  ZEROS 

Distinct14
Distinct (%)38.9%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean462.58333
Minimum0
Maximum1821
Zeros12
Zeros (%)33.3%
Negative0
Negative (%)0.0%
Memory size456.0 B
2023-12-11T08:02:31.919513image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median3
Q31209.5
95-th percentile1608
Maximum1821
Range1821
Interquartile range (IQR)1209.5

Descriptive statistics

Standard deviation672.79992
Coefficient of variation (CV)1.4544405
Kurtosis-1.1402735
Mean462.58333
Median Absolute Deviation (MAD)3
Skewness0.85767205
Sum16653
Variance452659.74
MonotonicityNot monotonic
2023-12-11T08:02:32.029239image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=14)
ValueCountFrequency (%)
0 12
33.3%
3 12
33.3%
1821 1
 
2.8%
1710 1
 
2.8%
1574 1
 
2.8%
1517 1
 
2.8%
1403 1
 
2.8%
1316 1
 
2.8%
1257 1
 
2.8%
1206 1
 
2.8%
Other values (4) 4
 
11.1%
ValueCountFrequency (%)
0 12
33.3%
3 12
33.3%
1171 1
 
2.8%
1206 1
 
2.8%
1209 1
 
2.8%
1211 1
 
2.8%
1222 1
 
2.8%
1257 1
 
2.8%
1316 1
 
2.8%
1403 1
 
2.8%
ValueCountFrequency (%)
1821 1
2.8%
1710 1
2.8%
1574 1
2.8%
1517 1
2.8%
1403 1
2.8%
1316 1
2.8%
1257 1
2.8%
1222 1
2.8%
1211 1
2.8%
1209 1
2.8%

중학교학급수(개)
Real number (ℝ)

HIGH CORRELATION  ZEROS 

Distinct20
Distinct (%)55.6%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean221.11111
Minimum0
Maximum720
Zeros12
Zeros (%)33.3%
Negative0
Negative (%)0.0%
Memory size456.0 B
2023-12-11T08:02:32.140354image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median30.5
Q3620.25
95-th percentile653.75
Maximum720
Range720
Interquartile range (IQR)620.25

Descriptive statistics

Standard deviation297.08457
Coefficient of variation (CV)1.3435986
Kurtosis-1.4931543
Mean221.11111
Median Absolute Deviation (MAD)30.5
Skewness0.74820536
Sum7960
Variance88259.244
MonotonicityNot monotonic
2023-12-11T08:02:32.258447image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=20)
ValueCountFrequency (%)
0 12
33.3%
31 3
 
8.3%
624 2
 
5.6%
26 2
 
5.6%
32 2
 
5.6%
623 1
 
2.8%
22 1
 
2.8%
584 1
 
2.8%
602 1
 
2.8%
621 1
 
2.8%
Other values (10) 10
27.8%
ValueCountFrequency (%)
0 12
33.3%
22 1
 
2.8%
26 2
 
5.6%
27 1
 
2.8%
28 1
 
2.8%
30 1
 
2.8%
31 3
 
8.3%
32 2
 
5.6%
35 1
 
2.8%
584 1
 
2.8%
ValueCountFrequency (%)
720 1
2.8%
680 1
2.8%
645 1
2.8%
641 1
2.8%
625 1
2.8%
624 2
5.6%
623 1
2.8%
621 1
2.8%
620 1
2.8%
602 1
2.8%

고등학교학급수(개)
Real number (ℝ)

HIGH CORRELATION  ZEROS 

Distinct18
Distinct (%)50.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean177.69444
Minimum0
Maximum544
Zeros12
Zeros (%)33.3%
Negative0
Negative (%)0.0%
Memory size456.0 B
2023-12-11T08:02:32.405527image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median21
Q3507.25
95-th percentile536.25
Maximum544
Range544
Interquartile range (IQR)507.25

Descriptive statistics

Standard deviation241.05504
Coefficient of variation (CV)1.3565705
Kurtosis-1.4939222
Mean177.69444
Median Absolute Deviation (MAD)21
Skewness0.75124428
Sum6397
Variance58107.533
MonotonicityNot monotonic
2023-12-11T08:02:32.540012image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=18)
ValueCountFrequency (%)
0 12
33.3%
21 5
13.9%
22 3
 
8.3%
508 2
 
5.6%
24 1
 
2.8%
11 1
 
2.8%
425 1
 
2.8%
19 1
 
2.8%
486 1
 
2.8%
20 1
 
2.8%
Other values (8) 8
22.2%
ValueCountFrequency (%)
0 12
33.3%
11 1
 
2.8%
19 1
 
2.8%
20 1
 
2.8%
21 5
13.9%
22 3
 
8.3%
24 1
 
2.8%
425 1
 
2.8%
486 1
 
2.8%
507 1
 
2.8%
ValueCountFrequency (%)
544 1
2.8%
540 1
2.8%
535 1
2.8%
531 1
2.8%
530 1
2.8%
522 1
2.8%
516 1
2.8%
508 2
5.6%
507 1
2.8%
486 1
2.8%

전공과학급수(개)
Real number (ℝ)

HIGH CORRELATION  ZEROS 

Distinct7
Distinct (%)19.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean6.8055556
Minimum0
Maximum26
Zeros24
Zeros (%)66.7%
Negative0
Negative (%)0.0%
Memory size456.0 B
2023-12-11T08:02:32.682975image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q314.5
95-th percentile26
Maximum26
Range26
Interquartile range (IQR)14.5

Descriptive statistics

Standard deviation10.940931
Coefficient of variation (CV)1.607647
Kurtosis-0.7021135
Mean6.8055556
Median Absolute Deviation (MAD)0
Skewness1.117649
Sum245
Variance119.70397
MonotonicityNot monotonic
2023-12-11T08:02:32.799665image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=7)
ValueCountFrequency (%)
0 24
66.7%
26 4
 
11.1%
25 4
 
11.1%
22 1
 
2.8%
12 1
 
2.8%
4 1
 
2.8%
3 1
 
2.8%
ValueCountFrequency (%)
0 24
66.7%
3 1
 
2.8%
4 1
 
2.8%
12 1
 
2.8%
22 1
 
2.8%
25 4
 
11.1%
26 4
 
11.1%
ValueCountFrequency (%)
26 4
 
11.1%
25 4
 
11.1%
22 1
 
2.8%
12 1
 
2.8%
4 1
 
2.8%
3 1
 
2.8%
0 24
66.7%

Interactions

2023-12-11T08:02:29.961797image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-11T08:02:25.729468image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-11T08:02:26.457649image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-11T08:02:27.064940image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-11T08:02:27.665349image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-11T08:02:28.374366image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-11T08:02:29.065856image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-11T08:02:30.074203image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-11T08:02:25.815192image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-11T08:02:26.540744image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-11T08:02:27.140357image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-11T08:02:27.749717image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-11T08:02:28.466850image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-11T08:02:29.175932image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-11T08:02:30.151637image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-11T08:02:25.930469image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-11T08:02:26.627573image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-11T08:02:27.220308image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-11T08:02:27.860565image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-11T08:02:28.557204image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-11T08:02:29.289806image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-11T08:02:30.240238image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-11T08:02:26.025791image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-11T08:02:26.709837image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-11T08:02:27.289258image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-11T08:02:27.962427image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-11T08:02:28.654988image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-11T08:02:29.380741image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-11T08:02:30.338692image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-11T08:02:26.133743image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-11T08:02:26.793941image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-11T08:02:27.390733image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-11T08:02:28.069506image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-11T08:02:28.748180image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-11T08:02:29.471731image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-11T08:02:30.427862image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-11T08:02:26.242774image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-11T08:02:26.913073image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-11T08:02:27.502932image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-11T08:02:28.178919image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-11T08:02:28.838264image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-11T08:02:29.554990image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-11T08:02:30.535597image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-11T08:02:26.328534image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-11T08:02:26.989586image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-11T08:02:27.587227image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-11T08:02:28.278766image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-11T08:02:28.928038image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-11T08:02:29.880648image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-11T08:02:32.923458image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
기준년도학교유형명전체학급수(개)유치원학급수(개)초등학교학급수(개)중학교학급수(개)고등학교학급수(개)전공과학급수(개)
기준년도1.0000.0000.0000.2730.0000.0000.0000.000
학교유형명0.0001.0000.6840.7230.6840.9340.6500.684
전체학급수(개)0.0000.6841.0001.0000.9841.0000.7450.953
유치원학급수(개)0.2730.7231.0001.0001.0001.0000.9260.838
초등학교학급수(개)0.0000.6840.9841.0001.0001.0000.6410.887
중학교학급수(개)0.0000.9341.0001.0001.0001.0000.6630.715
고등학교학급수(개)0.0000.6500.7450.9260.6410.6631.0000.823
전공과학급수(개)0.0000.6840.9530.8380.8870.7150.8231.000
2023-12-11T08:02:33.062124image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
기준년도전체학급수(개)유치원학급수(개)초등학교학급수(개)중학교학급수(개)고등학교학급수(개)전공과학급수(개)학교유형명
기준년도1.0000.1760.0660.1100.1960.0830.1230.000
전체학급수(개)0.1761.0000.9750.9790.9920.9620.8540.640
유치원학급수(개)0.0660.9751.0000.9820.9580.9520.8560.564
초등학교학급수(개)0.1100.9790.9821.0000.9770.9490.8670.640
중학교학급수(개)0.1960.9920.9580.9771.0000.9490.8510.685
고등학교학급수(개)0.0830.9620.9520.9490.9491.0000.8320.663
전공과학급수(개)0.1230.8540.8560.8670.8510.8321.0000.640
학교유형명0.0000.6400.5640.6400.6850.6630.6401.000

Missing values

2023-12-11T08:02:30.653390image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-11T08:02:30.777344image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

Sample

기준년도학교유형명전체학급수(개)유치원학급수(개)초등학교학급수(개)중학교학급수(개)고등학교학급수(개)전공과학급수(개)
02023공립3572497182172050826
12023국립000000
22023사립561331210
32022공립3388464171068050826
42022국립000000
52022사립561331210
62021공립3161394157464552226
72021국립000000
82021사립622335220
92020공립3070355151764153126
기준년도학교유형명전체학급수(개)유치원학급수(개)초등학교학급수(개)중학교학급수(개)고등학교학급수(개)전공과학급수(개)
262015사립573327240
272014공립2498147121162150712
282014국립000000
292014사립512326200
302013공립241010912096024864
312013국립000000
322013사립502326190
332012공립228310011715844253
342012국립000000
352012사립382322110