Dataset statistics
Number of variables | 8 |
---|---|
Number of observations | 36 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 2.6 KiB |
Average record size in memory | 74.7 B |
Variable types
Numeric | 6 |
---|---|
Categorical | 2 |
Dataset
Description | 통합학급수 집계현황 |
---|---|
Author | 경기복지재단(경기도장애인복지종합지원센터) |
URL | https://data.gg.go.kr/portal/data/service/selectServicePage.do?&infId=RA27JPL5LHLZLGUS815R25147680&infSeq=1 |
전체학급수(개) is highly overall correlated with 유치원학급수(개) and 4 other fields | High correlation |
유치원학급수(개) is highly overall correlated with 전체학급수(개) and 4 other fields | High correlation |
초등학교학급수(개) is highly overall correlated with 전체학급수(개) and 4 other fields | High correlation |
중학교학급수(개) is highly overall correlated with 전체학급수(개) and 4 other fields | High correlation |
고등학교학급수(개) is highly overall correlated with 전체학급수(개) and 5 other fields | High correlation |
학교유형명 is highly overall correlated with 전체학급수(개) and 4 other fields | High correlation |
전공과학급수(개) is highly overall correlated with 고등학교학급수(개) | High correlation |
전공과학급수(개) is highly imbalanced (81.7%) | Imbalance |
전체학급수(개) has 12 (33.3%) zeros | Zeros |
유치원학급수(개) has 12 (33.3%) zeros | Zeros |
초등학교학급수(개) has 12 (33.3%) zeros | Zeros |
중학교학급수(개) has 12 (33.3%) zeros | Zeros |
고등학교학급수(개) has 12 (33.3%) zeros | Zeros |
Reproduction
Analysis started | 2023-12-10 21:37:32.266229 |
---|---|
Analysis finished | 2023-12-10 21:37:36.378654 |
Duration | 4.11 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
기준년도
Real number (ℝ)
Distinct | 12 |
---|---|
Distinct (%) | 33.3% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 2017.5 |
Minimum | 2012 |
---|---|
Maximum | 2023 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 456.0 B |
Quantile statistics
Minimum | 2012 |
---|---|
5-th percentile | 2012 |
Q1 | 2014.75 |
median | 2017.5 |
Q3 | 2020.25 |
95-th percentile | 2023 |
Maximum | 2023 |
Range | 11 |
Interquartile range (IQR) | 5.5 |
Descriptive statistics
Standard deviation | 3.5010203 |
---|---|
Coefficient of variation (CV) | 0.001735326 |
Kurtosis | -1.217232 |
Mean | 2017.5 |
Median Absolute Deviation (MAD) | 3 |
Skewness | 0 |
Sum | 72630 |
Variance | 12.257143 |
Monotonicity | Decreasing |
Value | Count | Frequency (%) |
2023 | 3 | |
2022 | 3 | |
2021 | 3 | |
2020 | 3 | |
2019 | 3 | |
2018 | 3 | |
2017 | 3 | |
2016 | 3 | |
2015 | 3 | |
2014 | 3 | |
Other values (2) | 6 |
Value | Count | Frequency (%) |
2012 | 3 | |
2013 | 3 | |
2014 | 3 | |
2015 | 3 | |
2016 | 3 | |
2017 | 3 | |
2018 | 3 | |
2019 | 3 | |
2020 | 3 | |
2021 | 3 |
Value | Count | Frequency (%) |
2023 | 3 | |
2022 | 3 | |
2021 | 3 | |
2020 | 3 | |
2019 | 3 | |
2018 | 3 | |
2017 | 3 | |
2016 | 3 | |
2015 | 3 | |
2014 | 3 |
학교유형명
Categorical
HIGH CORRELATION
 
Distinct | 3 |
---|---|
Distinct (%) | 8.3% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 420.0 B |
공립 | |
---|---|
국립 | |
사립 |
Length
Max length | 2 |
---|---|
Median length | 2 |
Mean length | 2 |
Min length | 2 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 공립 |
---|---|
2nd row | 국립 |
3rd row | 사립 |
4th row | 공립 |
5th row | 국립 |
Common Values
Value | Count | Frequency (%) |
공립 | 12 | |
국립 | 12 | |
사립 | 12 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
공립 | 12 | |
국립 | 12 | |
사립 | 12 |
전체학급수(개)
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 24 |
---|---|
Distinct (%) | 66.7% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 4437.3333 |
Minimum | 0 |
---|---|
Maximum | 17230 |
Zeros | 12 |
Zeros (%) | 33.3% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 456.0 B |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
median | 476.5 |
Q3 | 10982 |
95-th percentile | 14741 |
Maximum | 17230 |
Range | 17230 |
Interquartile range (IQR) | 10982 |
Descriptive statistics
Standard deviation | 6135.7987 |
---|---|
Coefficient of variation (CV) | 1.3827671 |
Kurtosis | -1.0720127 |
Mean | 4437.3333 |
Median Absolute Deviation (MAD) | 476.5 |
Skewness | 0.87402264 |
Sum | 159744 |
Variance | 37648026 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 12 | |
502 | 2 | 5.6% |
17230 | 1 | 2.8% |
444 | 1 | 2.8% |
619 | 1 | 2.8% |
10509 | 1 | 2.8% |
589 | 1 | 2.8% |
10666 | 1 | 2.8% |
10969 | 1 | 2.8% |
463 | 1 | 2.8% |
Other values (14) | 14 |
Value | Count | Frequency (%) |
0 | 12 | |
435 | 1 | 2.8% |
444 | 1 | 2.8% |
463 | 1 | 2.8% |
466 | 1 | 2.8% |
475 | 1 | 2.8% |
476 | 1 | 2.8% |
477 | 1 | 2.8% |
495 | 1 | 2.8% |
502 | 2 | 5.6% |
Value | Count | Frequency (%) |
17230 | 1 | |
15899 | 1 | |
14355 | 1 | |
13945 | 1 | |
13323 | 1 | |
12528 | 1 | |
11972 | 1 | |
11384 | 1 | |
11021 | 1 | |
10969 | 1 |
유치원학급수(개)
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 24 |
---|---|
Distinct (%) | 66.7% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 210.72222 |
Minimum | 0 |
---|---|
Maximum | 876 |
Zeros | 12 |
Zeros (%) | 33.3% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 456.0 B |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
median | 95 |
Q3 | 316.25 |
95-th percentile | 752.75 |
Maximum | 876 |
Range | 876 |
Interquartile range (IQR) | 316.25 |
Descriptive statistics
Standard deviation | 265.99921 |
---|---|
Coefficient of variation (CV) | 1.2623216 |
Kurtosis | 0.52249788 |
Mean | 210.72222 |
Median Absolute Deviation (MAD) | 95 |
Skewness | 1.3129466 |
Sum | 7586 |
Variance | 70755.578 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 12 | |
95 | 2 | 5.6% |
876 | 1 | 2.8% |
404 | 1 | 2.8% |
222 | 1 | 2.8% |
176 | 1 | 2.8% |
189 | 1 | 2.8% |
200 | 1 | 2.8% |
121 | 1 | 2.8% |
298 | 1 | 2.8% |
Other values (14) | 14 |
Value | Count | Frequency (%) |
0 | 12 | |
65 | 1 | 2.8% |
67 | 1 | 2.8% |
78 | 1 | 2.8% |
79 | 1 | 2.8% |
91 | 1 | 2.8% |
95 | 2 | 5.6% |
96 | 1 | 2.8% |
110 | 1 | 2.8% |
121 | 1 | 2.8% |
Value | Count | Frequency (%) |
876 | 1 | |
845 | 1 | |
722 | 1 | |
687 | 1 | |
631 | 1 | |
572 | 1 | |
496 | 1 | |
404 | 1 | |
371 | 1 | |
298 | 1 |
초등학교학급수(개)
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 17 |
---|---|
Distinct (%) | 47.2% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 2349.8333 |
Minimum | 0 |
---|---|
Maximum | 10149 |
Zeros | 12 |
Zeros (%) | 33.3% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 456.0 B |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
median | 31 |
Q3 | 5542.5 |
95-th percentile | 8572.5 |
Maximum | 10149 |
Range | 10149 |
Interquartile range (IQR) | 5542.5 |
Descriptive statistics
Standard deviation | 3472.6668 |
---|---|
Coefficient of variation (CV) | 1.4778354 |
Kurtosis | -0.69725021 |
Mean | 2349.8333 |
Median Absolute Deviation (MAD) | 31 |
Skewness | 0.98539858 |
Sum | 84594 |
Variance | 12059415 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 12 | |
31 | 5 | |
30 | 4 | 11.1% |
32 | 2 | 5.6% |
10149 | 1 | 2.8% |
5489 | 1 | 2.8% |
5443 | 1 | 2.8% |
5523 | 1 | 2.8% |
5601 | 1 | 2.8% |
5753 | 1 | 2.8% |
Other values (7) | 7 |
Value | Count | Frequency (%) |
0 | 12 | |
30 | 4 | 11.1% |
31 | 5 | |
32 | 2 | 5.6% |
33 | 1 | 2.8% |
5443 | 1 | 2.8% |
5489 | 1 | 2.8% |
5523 | 1 | 2.8% |
5601 | 1 | 2.8% |
5753 | 1 | 2.8% |
Value | Count | Frequency (%) |
10149 | 1 | |
9438 | 1 | |
8284 | 1 | |
7996 | 1 | |
7510 | 1 | |
6758 | 1 | |
6278 | 1 | |
5753 | 1 | |
5601 | 1 | |
5523 | 1 |
중학교학급수(개)
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 23 |
---|---|
Distinct (%) | 63.9% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 1021.9167 |
Minimum | 0 |
---|---|
Maximum | 3594 |
Zeros | 12 |
Zeros (%) | 33.3% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 456.0 B |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
median | 157 |
Q3 | 2714.5 |
95-th percentile | 3040.75 |
Maximum | 3594 |
Range | 3594 |
Interquartile range (IQR) | 2714.5 |
Descriptive statistics
Standard deviation | 1361.9877 |
---|---|
Coefficient of variation (CV) | 1.3327777 |
Kurtosis | -1.3935337 |
Mean | 1021.9167 |
Median Absolute Deviation (MAD) | 157 |
Skewness | 0.77445707 |
Sum | 36789 |
Variance | 1855010.6 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 12 | |
147 | 2 | 5.6% |
163 | 2 | 5.6% |
3594 | 1 | 2.8% |
140 | 1 | 2.8% |
155 | 1 | 2.8% |
2770 | 1 | 2.8% |
159 | 1 | 2.8% |
2848 | 1 | 2.8% |
164 | 1 | 2.8% |
Other values (13) | 13 |
Value | Count | Frequency (%) |
0 | 12 | |
140 | 1 | 2.8% |
147 | 2 | 5.6% |
149 | 1 | 2.8% |
150 | 1 | 2.8% |
155 | 1 | 2.8% |
159 | 1 | 2.8% |
163 | 2 | 5.6% |
164 | 1 | 2.8% |
177 | 1 | 2.8% |
Value | Count | Frequency (%) |
3594 | 1 | |
3238 | 1 | |
2975 | 1 | |
2946 | 1 | |
2891 | 1 | |
2848 | 1 | |
2798 | 1 | |
2789 | 1 | |
2770 | 1 | |
2696 | 1 |
고등학교학급수(개)
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 24 |
---|---|
Distinct (%) | 66.7% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 854.77778 |
Minimum | 0 |
---|---|
Maximum | 2611 |
Zeros | 12 |
Zeros (%) | 33.3% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 456.0 B |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
median | 190.5 |
Q3 | 2216.5 |
95-th percentile | 2515.5 |
Maximum | 2611 |
Range | 2611 |
Interquartile range (IQR) | 2216.5 |
Descriptive statistics
Standard deviation | 1091.7867 |
---|---|
Coefficient of variation (CV) | 1.2772755 |
Kurtosis | -1.4745779 |
Mean | 854.77778 |
Median Absolute Deviation (MAD) | 190.5 |
Skewness | 0.74236229 |
Sum | 30772 |
Variance | 1191998.2 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 12 | |
190 | 2 | 5.6% |
2611 | 1 | 2.8% |
2502 | 1 | 2.8% |
212 | 1 | 2.8% |
2071 | 1 | 2.8% |
211 | 1 | 2.8% |
2175 | 1 | 2.8% |
187 | 1 | 2.8% |
2202 | 1 | 2.8% |
Other values (14) | 14 |
Value | Count | Frequency (%) |
0 | 12 | |
175 | 1 | 2.8% |
186 | 1 | 2.8% |
187 | 1 | 2.8% |
189 | 1 | 2.8% |
190 | 2 | 5.6% |
191 | 1 | 2.8% |
202 | 1 | 2.8% |
209 | 1 | 2.8% |
211 | 1 | 2.8% |
Value | Count | Frequency (%) |
2611 | 1 | |
2526 | 1 | |
2512 | 1 | |
2502 | 1 | |
2429 | 1 | |
2378 | 1 | |
2374 | 1 | |
2371 | 1 | |
2260 | 1 | |
2202 | 1 |
전공과학급수(개)
Categorical
HIGH CORRELATION
  IMBALANCE
 
Distinct | 2 |
---|---|
Distinct (%) | 5.6% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 420.0 B |
0 | |
---|---|
3 | 1 |
Length
Max length | 1 |
---|---|
Median length | 1 |
Mean length | 1 |
Min length | 1 |
Unique
Unique | 1 ? |
---|---|
Unique (%) | 2.8% |
Sample
1st row | 0 |
---|---|
2nd row | 0 |
3rd row | 0 |
4th row | 0 |
5th row | 0 |
Common Values
Value | Count | Frequency (%) |
0 | 35 | |
3 | 1 | 2.8% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
0 | 35 | |
3 | 1 | 2.8% |
기준년도 | 학교유형명 | 전체학급수(개) | 유치원학급수(개) | 초등학교학급수(개) | 중학교학급수(개) | 고등학교학급수(개) | 전공과학급수(개) | |
---|---|---|---|---|---|---|---|---|
기준년도 | 1.000 | 0.000 | 0.000 | 0.618 | 0.000 | 0.000 | 0.000 | NaN |
학교유형명 | 0.000 | 1.000 | 0.684 | 0.836 | 0.914 | 0.650 | 0.650 | 0.025 |
전체학급수(개) | 0.000 | 0.684 | 1.000 | 0.992 | 0.916 | 0.914 | 0.722 | 0.155 |
유치원학급수(개) | 0.618 | 0.836 | 0.992 | 1.000 | 0.991 | 0.964 | 0.825 | 0.000 |
초등학교학급수(개) | 0.000 | 0.914 | 0.916 | 0.991 | 1.000 | 0.962 | 0.843 | 0.293 |
중학교학급수(개) | 0.000 | 0.650 | 0.914 | 0.964 | 0.962 | 1.000 | 0.892 | 0.294 |
고등학교학급수(개) | 0.000 | 0.650 | 0.722 | 0.825 | 0.843 | 0.892 | 1.000 | 1.000 |
전공과학급수(개) | NaN | 0.025 | 0.155 | 0.000 | 0.293 | 0.294 | 1.000 | 1.000 |
전공과학급수(개) | 학교유형명 | |
---|---|---|
전공과학급수(개) | 1.000 | 0.000 |
학교유형명 | 0.000 | 1.000 |
기준년도 | 전체학급수(개) | 유치원학급수(개) | 초등학교학급수(개) | 중학교학급수(개) | 고등학교학급수(개) | 학교유형명 | 전공과학급수(개) | |
---|---|---|---|---|---|---|---|---|
기준년도 | 1.000 | 0.085 | 0.064 | 0.191 | 0.074 | 0.043 | 0.000 | 0.000 |
전체학급수(개) | 0.085 | 1.000 | 0.991 | 0.954 | 0.959 | 0.964 | 0.640 | 0.171 |
유치원학급수(개) | 0.064 | 0.991 | 1.000 | 0.946 | 0.938 | 0.953 | 0.659 | 0.000 |
초등학교학급수(개) | 0.191 | 0.954 | 0.946 | 1.000 | 0.950 | 0.933 | 0.615 | 0.188 |
중학교학급수(개) | 0.074 | 0.959 | 0.938 | 0.950 | 1.000 | 0.909 | 0.663 | 0.183 |
고등학교학급수(개) | 0.043 | 0.964 | 0.953 | 0.933 | 0.909 | 1.000 | 0.663 | 0.970 |
학교유형명 | 0.000 | 0.640 | 0.659 | 0.615 | 0.663 | 0.663 | 1.000 | 0.000 |
전공과학급수(개) | 0.000 | 0.171 | 0.000 | 0.188 | 0.183 | 0.970 | 0.000 | 1.000 |
기준년도 | 학교유형명 | 전체학급수(개) | 유치원학급수(개) | 초등학교학급수(개) | 중학교학급수(개) | 고등학교학급수(개) | 전공과학급수(개) | |
---|---|---|---|---|---|---|---|---|
0 | 2023 | 공립 | 17230 | 876 | 10149 | 3594 | 2611 | 0 |
1 | 2023 | 국립 | 0 | 0 | 0 | 0 | 0 | 0 |
2 | 2023 | 사립 | 502 | 91 | 32 | 188 | 191 | 0 |
3 | 2022 | 공립 | 15899 | 845 | 9438 | 3238 | 2378 | 0 |
4 | 2022 | 국립 | 0 | 0 | 0 | 0 | 0 | 0 |
5 | 2022 | 사립 | 475 | 78 | 31 | 177 | 189 | 0 |
6 | 2021 | 공립 | 14355 | 722 | 8284 | 2975 | 2374 | 0 |
7 | 2021 | 국립 | 0 | 0 | 0 | 0 | 0 | 0 |
8 | 2021 | 사립 | 476 | 96 | 31 | 147 | 202 | 0 |
9 | 2020 | 공립 | 13945 | 687 | 7996 | 2891 | 2371 | 0 |
기준년도 | 학교유형명 | 전체학급수(개) | 유치원학급수(개) | 초등학교학급수(개) | 중학교학급수(개) | 고등학교학급수(개) | 전공과학급수(개) | |
---|---|---|---|---|---|---|---|---|
26 | 2015 | 사립 | 463 | 79 | 31 | 163 | 190 | 0 |
27 | 2014 | 공립 | 10969 | 298 | 5523 | 2946 | 2202 | 0 |
28 | 2014 | 국립 | 0 | 0 | 0 | 0 | 0 | 0 |
29 | 2014 | 사립 | 502 | 121 | 30 | 164 | 187 | 0 |
30 | 2013 | 공립 | 10666 | 200 | 5443 | 2848 | 2175 | 0 |
31 | 2013 | 국립 | 0 | 0 | 0 | 0 | 0 | 0 |
32 | 2013 | 사립 | 589 | 189 | 30 | 159 | 211 | 0 |
33 | 2012 | 공립 | 10509 | 176 | 5489 | 2770 | 2071 | 3 |
34 | 2012 | 국립 | 0 | 0 | 0 | 0 | 0 | 0 |
35 | 2012 | 사립 | 619 | 222 | 30 | 155 | 212 | 0 |