Dataset statistics
Number of variables | 8 |
---|---|
Number of observations | 36 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 2 |
Duplicate rows (%) | 5.6% |
Total size in memory | 2.6 KiB |
Average record size in memory | 74.7 B |
Variable types
Numeric | 7 |
---|---|
Categorical | 1 |
Dataset
Description | 특수학급 설치 학교 수 |
---|---|
Author | 경기복지재단(경기도장애인복지종합지원센터) |
URL | https://data.gg.go.kr/portal/data/service/selectServicePage.do?&infId=5W6TWSKCCUI2LP56OPDT25033619&infSeq=1 |
Dataset has 2 (5.6%) duplicate rows | Duplicates |
전체학교수(개) is highly overall correlated with 유치원수(개) and 5 other fields | High correlation |
유치원수(개) is highly overall correlated with 전체학교수(개) and 5 other fields | High correlation |
초등학교수(개) is highly overall correlated with 전체학교수(개) and 5 other fields | High correlation |
중학교수(개) is highly overall correlated with 전체학교수(개) and 5 other fields | High correlation |
고등학교수(개) is highly overall correlated with 전체학교수(개) and 5 other fields | High correlation |
전공과학교수(개) is highly overall correlated with 전체학교수(개) and 5 other fields | High correlation |
학교유형명 is highly overall correlated with 전체학교수(개) and 5 other fields | High correlation |
전체학교수(개) has 12 (33.3%) zeros | Zeros |
유치원수(개) has 12 (33.3%) zeros | Zeros |
초등학교수(개) has 12 (33.3%) zeros | Zeros |
중학교수(개) has 12 (33.3%) zeros | Zeros |
고등학교수(개) has 12 (33.3%) zeros | Zeros |
전공과학교수(개) has 24 (66.7%) zeros | Zeros |
Reproduction
Analysis started | 2023-12-10 22:04:30.737247 |
---|---|
Analysis finished | 2023-12-10 22:04:35.530109 |
Duration | 4.79 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
기준년도
Real number (ℝ)
Distinct | 11 |
---|---|
Distinct (%) | 30.6% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 2017.4167 |
Minimum | 2012 |
---|---|
Maximum | 2022 |
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 | 2022 |
Maximum | 2022 |
Range | 10 |
Interquartile range (IQR) | 5.5 |
Descriptive statistics
Standard deviation | 3.3753307 |
---|---|
Coefficient of variation (CV) | 0.0016730955 |
Kurtosis | -1.3043393 |
Mean | 2017.4167 |
Median Absolute Deviation (MAD) | 3 |
Skewness | -0.099156388 |
Sum | 72627 |
Variance | 11.392857 |
Monotonicity | Decreasing |
Value | Count | Frequency (%) |
2022 | 6 | |
2021 | 3 | |
2020 | 3 | |
2019 | 3 | |
2018 | 3 | |
2017 | 3 | |
2016 | 3 | |
2015 | 3 | |
2014 | 3 | |
2013 | 3 |
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 (%) |
2022 | 6 | |
2021 | 3 | |
2020 | 3 | |
2019 | 3 | |
2018 | 3 | |
2017 | 3 | |
2016 | 3 | |
2015 | 3 | |
2014 | 3 | |
2013 | 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 | 공립 |
3rd row | 국립 |
4th row | 국립 |
5th row | 사립 |
Common Values
Value | Count | Frequency (%) |
공립 | 12 | |
국립 | 12 | |
사립 | 12 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
공립 | 12 | |
국립 | 12 | |
사립 | 12 |
전체학교수(개)
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 21 |
---|---|
Distinct (%) | 58.3% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 650.77778 |
Minimum | 0 |
---|---|
Maximum | 2304 |
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 | 50 |
Q3 | 1678.5 |
95-th percentile | 2198.75 |
Maximum | 2304 |
Range | 2304 |
Interquartile range (IQR) | 1678.5 |
Descriptive statistics
Standard deviation | 911.45899 |
---|---|
Coefficient of variation (CV) | 1.4005687 |
Kurtosis | -1.2593921 |
Mean | 650.77778 |
Median Absolute Deviation (MAD) | 50 |
Skewness | 0.82741982 |
Sum | 23428 |
Variance | 830757.49 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 12 | |
50 | 3 | 8.3% |
52 | 2 | 5.6% |
51 | 2 | 5.6% |
2304 | 1 | 2.8% |
47 | 1 | 2.8% |
35 | 1 | 2.8% |
1480 | 1 | 2.8% |
41 | 1 | 2.8% |
1572 | 1 | 2.8% |
Other values (11) | 11 |
Value | Count | Frequency (%) |
0 | 12 | |
35 | 1 | 2.8% |
41 | 1 | 2.8% |
46 | 1 | 2.8% |
47 | 1 | 2.8% |
50 | 3 | 8.3% |
51 | 2 | 5.6% |
52 | 2 | 5.6% |
59 | 1 | 2.8% |
1480 | 1 | 2.8% |
Value | Count | Frequency (%) |
2304 | 1 | |
2261 | 1 | |
2178 | 1 | |
2100 | 1 | |
1997 | 1 | |
1929 | 1 | |
1847 | 1 | |
1778 | 1 | |
1740 | 1 | |
1658 | 1 |
유치원수(개)
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 17 |
---|---|
Distinct (%) | 47.2% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 71.861111 |
Minimum | 0 |
---|---|
Maximum | 352 |
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 | 2 |
Q3 | 129.5 |
95-th percentile | 313.25 |
Maximum | 352 |
Range | 352 |
Interquartile range (IQR) | 129.5 |
Descriptive statistics
Standard deviation | 113.66848 |
---|---|
Coefficient of variation (CV) | 1.5817801 |
Kurtosis | 0.43316739 |
Mean | 71.861111 |
Median Absolute Deviation (MAD) | 2 |
Skewness | 1.3577478 |
Sum | 2587 |
Variance | 12920.523 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 12 | |
2 | 6 | |
3 | 3 | 8.3% |
1 | 2 | 5.6% |
12 | 1 | 2.8% |
83 | 1 | 2.8% |
92 | 1 | 2.8% |
124 | 1 | 2.8% |
146 | 1 | 2.8% |
165 | 1 | 2.8% |
Other values (7) | 7 |
Value | Count | Frequency (%) |
0 | 12 | |
1 | 2 | 5.6% |
2 | 6 | |
3 | 3 | 8.3% |
12 | 1 | 2.8% |
83 | 1 | 2.8% |
92 | 1 | 2.8% |
124 | 1 | 2.8% |
146 | 1 | 2.8% |
165 | 1 | 2.8% |
Value | Count | Frequency (%) |
352 | 1 | |
335 | 1 | |
306 | 1 | |
276 | 1 | |
247 | 1 | |
235 | 1 | |
191 | 1 | |
165 | 1 | |
146 | 1 | |
124 | 1 |
초등학교수(개)
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 14 |
---|---|
Distinct (%) | 38.9% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 333.66667 |
Minimum | 0 |
---|---|
Maximum | 1170 |
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 | 1 |
Q3 | 906.5 |
95-th percentile | 1130.25 |
Maximum | 1170 |
Range | 1170 |
Interquartile range (IQR) | 906.5 |
Descriptive statistics
Standard deviation | 481.94748 |
---|---|
Coefficient of variation (CV) | 1.444398 |
Kurtosis | -1.3647727 |
Mean | 333.66667 |
Median Absolute Deviation (MAD) | 1 |
Skewness | 0.79475197 |
Sum | 12012 |
Variance | 232273.37 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 12 | |
1 | 12 | |
1170 | 1 | 2.8% |
1146 | 1 | 2.8% |
1125 | 1 | 2.8% |
1093 | 1 | 2.8% |
1036 | 1 | 2.8% |
990 | 1 | 2.8% |
963 | 1 | 2.8% |
933 | 1 | 2.8% |
Other values (4) | 4 | 11.1% |
Value | Count | Frequency (%) |
0 | 12 | |
1 | 12 | |
842 | 1 | 2.8% |
876 | 1 | 2.8% |
900 | 1 | 2.8% |
926 | 1 | 2.8% |
933 | 1 | 2.8% |
963 | 1 | 2.8% |
990 | 1 | 2.8% |
1036 | 1 | 2.8% |
Value | Count | Frequency (%) |
1170 | 1 | |
1146 | 1 | |
1125 | 1 | |
1093 | 1 | |
1036 | 1 | |
990 | 1 | |
963 | 1 | |
933 | 1 | |
926 | 1 | |
900 | 1 |
중학교수(개)
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 19 |
---|---|
Distinct (%) | 52.8% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 147.11111 |
Minimum | 0 |
---|---|
Maximum | 483 |
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 | 28.5 |
Q3 | 382 |
95-th percentile | 454.5 |
Maximum | 483 |
Range | 483 |
Interquartile range (IQR) | 382 |
Descriptive statistics
Standard deviation | 193.44158 |
---|---|
Coefficient of variation (CV) | 1.3149352 |
Kurtosis | -1.3944114 |
Mean | 147.11111 |
Median Absolute Deviation (MAD) | 28.5 |
Skewness | 0.7749536 |
Sum | 5296 |
Variance | 37419.644 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 12 | |
29 | 3 | 8.3% |
30 | 3 | 8.3% |
24 | 3 | 8.3% |
483 | 1 | 2.8% |
25 | 1 | 2.8% |
21 | 1 | 2.8% |
344 | 1 | 2.8% |
364 | 1 | 2.8% |
378 | 1 | 2.8% |
Other values (9) | 9 |
Value | Count | Frequency (%) |
0 | 12 | |
21 | 1 | 2.8% |
24 | 3 | 8.3% |
25 | 1 | 2.8% |
28 | 1 | 2.8% |
29 | 3 | 8.3% |
30 | 3 | 8.3% |
344 | 1 | 2.8% |
364 | 1 | 2.8% |
378 | 1 | 2.8% |
Value | Count | Frequency (%) |
483 | 1 | |
468 | 1 | |
450 | 1 | |
439 | 1 | |
426 | 1 | |
418 | 1 | |
410 | 1 | |
399 | 1 | |
394 | 1 | |
378 | 1 |
고등학교수(개)
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 18 |
---|---|
Distinct (%) | 50.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 93.694444 |
Minimum | 0 |
---|---|
Maximum | 283 |
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 | 18 |
Q3 | 249.25 |
95-th percentile | 281.25 |
Maximum | 283 |
Range | 283 |
Interquartile range (IQR) | 249.25 |
Descriptive statistics
Standard deviation | 122.46371 |
---|---|
Coefficient of variation (CV) | 1.3070542 |
Kurtosis | -1.4532318 |
Mean | 93.694444 |
Median Absolute Deviation (MAD) | 18 |
Skewness | 0.75714178 |
Sum | 3373 |
Variance | 14997.361 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 12 | |
18 | 5 | |
19 | 4 | 11.1% |
282 | 1 | 2.8% |
259 | 1 | 2.8% |
11 | 1 | 2.8% |
209 | 1 | 2.8% |
14 | 1 | 2.8% |
238 | 1 | 2.8% |
23 | 1 | 2.8% |
Other values (8) | 8 |
Value | Count | Frequency (%) |
0 | 12 | |
11 | 1 | 2.8% |
14 | 1 | 2.8% |
18 | 5 | |
19 | 4 | 11.1% |
23 | 1 | 2.8% |
209 | 1 | 2.8% |
238 | 1 | 2.8% |
246 | 1 | 2.8% |
259 | 1 | 2.8% |
Value | Count | Frequency (%) |
283 | 1 | |
282 | 1 | |
281 | 1 | |
278 | 1 | |
274 | 1 | |
272 | 1 | |
270 | 1 | |
267 | 1 | |
259 | 1 | |
246 | 1 |
전공과학교수(개)
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 6 |
---|---|
Distinct (%) | 16.7% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 3.8888889 |
Minimum | 0 |
---|---|
Maximum | 15 |
Zeros | 24 |
Zeros (%) | 66.7% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 456.0 B |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
median | 0 |
Q3 | 10.75 |
95-th percentile | 14 |
Maximum | 15 |
Range | 15 |
Interquartile range (IQR) | 10.75 |
Descriptive statistics
Standard deviation | 6.1633839 |
---|---|
Coefficient of variation (CV) | 1.5848702 |
Kurtosis | -0.87302918 |
Mean | 3.8888889 |
Median Absolute Deviation (MAD) | 0 |
Skewness | 1.0552926 |
Sum | 140 |
Variance | 37.987302 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 24 | |
14 | 7 | 19.4% |
2 | 2 | 5.6% |
13 | 1 | 2.8% |
15 | 1 | 2.8% |
10 | 1 | 2.8% |
Value | Count | Frequency (%) |
0 | 24 | |
2 | 2 | 5.6% |
10 | 1 | 2.8% |
13 | 1 | 2.8% |
14 | 7 | 19.4% |
15 | 1 | 2.8% |
Value | Count | Frequency (%) |
15 | 1 | 2.8% |
14 | 7 | 19.4% |
13 | 1 | 2.8% |
10 | 1 | 2.8% |
2 | 2 | 5.6% |
0 | 24 |
기준년도 | 학교유형명 | 전체학교수(개) | 유치원수(개) | 초등학교수(개) | 중학교수(개) | 고등학교수(개) | 전공과학교수(개) | |
---|---|---|---|---|---|---|---|---|
기준년도 | 1.000 | 0.000 | 0.000 | 0.339 | 0.000 | 0.000 | 0.000 | 0.000 |
학교유형명 | 0.000 | 1.000 | 0.684 | 0.874 | 0.650 | 0.650 | 0.650 | 0.684 |
전체학교수(개) | 0.000 | 0.684 | 1.000 | 0.972 | 1.000 | 0.919 | 0.795 | 0.972 |
유치원수(개) | 0.339 | 0.874 | 0.972 | 1.000 | 0.957 | 0.964 | 0.900 | 1.000 |
초등학교수(개) | 0.000 | 0.650 | 1.000 | 0.957 | 1.000 | 0.992 | 0.937 | 0.766 |
중학교수(개) | 0.000 | 0.650 | 0.919 | 0.964 | 0.992 | 1.000 | 0.978 | 0.840 |
고등학교수(개) | 0.000 | 0.650 | 0.795 | 0.900 | 0.937 | 0.978 | 1.000 | 0.863 |
전공과학교수(개) | 0.000 | 0.684 | 0.972 | 1.000 | 0.766 | 0.840 | 0.863 | 1.000 |
기준년도 | 전체학교수(개) | 유치원수(개) | 초등학교수(개) | 중학교수(개) | 고등학교수(개) | 전공과학교수(개) | 학교유형명 | |
---|---|---|---|---|---|---|---|---|
기준년도 | 1.000 | 0.177 | 0.066 | 0.115 | 0.202 | 0.176 | 0.069 | 0.000 |
전체학교수(개) | 0.177 | 1.000 | 0.973 | 0.981 | 0.992 | 0.978 | 0.838 | 0.640 |
유치원수(개) | 0.066 | 0.973 | 1.000 | 0.983 | 0.960 | 0.951 | 0.840 | 0.537 |
초등학교수(개) | 0.115 | 0.981 | 0.983 | 1.000 | 0.981 | 0.982 | 0.854 | 0.663 |
중학교수(개) | 0.202 | 0.992 | 0.960 | 0.981 | 1.000 | 0.977 | 0.839 | 0.663 |
고등학교수(개) | 0.176 | 0.978 | 0.951 | 0.982 | 0.977 | 1.000 | 0.840 | 0.663 |
전공과학교수(개) | 0.069 | 0.838 | 0.840 | 0.854 | 0.839 | 0.840 | 1.000 | 0.640 |
학교유형명 | 0.000 | 0.640 | 0.537 | 0.663 | 0.663 | 0.663 | 0.640 | 1.000 |
기준년도 | 학교유형명 | 전체학교수(개) | 유치원수(개) | 초등학교수(개) | 중학교수(개) | 고등학교수(개) | 전공과학교수(개) | |
---|---|---|---|---|---|---|---|---|
0 | 2022 | 공립 | 2304 | 335 | 1170 | 483 | 282 | 14 |
1 | 2022 | 공립 | 2261 | 352 | 1146 | 468 | 281 | 14 |
2 | 2022 | 국립 | 0 | 0 | 0 | 0 | 0 | 0 |
3 | 2022 | 국립 | 0 | 0 | 0 | 0 | 0 | 0 |
4 | 2022 | 사립 | 50 | 1 | 1 | 29 | 19 | 0 |
5 | 2022 | 사립 | 50 | 1 | 1 | 29 | 19 | 0 |
6 | 2021 | 공립 | 2178 | 306 | 1125 | 450 | 283 | 14 |
7 | 2021 | 국립 | 0 | 0 | 0 | 0 | 0 | 0 |
8 | 2021 | 사립 | 52 | 2 | 1 | 30 | 19 | 0 |
9 | 2020 | 공립 | 2100 | 276 | 1093 | 439 | 278 | 14 |
기준년도 | 학교유형명 | 전체학교수(개) | 유치원수(개) | 초등학교수(개) | 중학교수(개) | 고등학교수(개) | 전공과학교수(개) | |
---|---|---|---|---|---|---|---|---|
26 | 2015 | 사립 | 46 | 3 | 1 | 24 | 18 | 0 |
27 | 2014 | 공립 | 1658 | 124 | 900 | 378 | 246 | 10 |
28 | 2014 | 국립 | 0 | 0 | 0 | 0 | 0 | 0 |
29 | 2014 | 사립 | 50 | 2 | 1 | 24 | 23 | 0 |
30 | 2013 | 공립 | 1572 | 92 | 876 | 364 | 238 | 2 |
31 | 2013 | 국립 | 0 | 0 | 0 | 0 | 0 | 0 |
32 | 2013 | 사립 | 41 | 2 | 1 | 24 | 14 | 0 |
33 | 2012 | 공립 | 1480 | 83 | 842 | 344 | 209 | 2 |
34 | 2012 | 국립 | 0 | 0 | 0 | 0 | 0 | 0 |
35 | 2012 | 사립 | 35 | 2 | 1 | 21 | 11 | 0 |
Most frequently occurring
기준년도 | 학교유형명 | 전체학교수(개) | 유치원수(개) | 초등학교수(개) | 중학교수(개) | 고등학교수(개) | 전공과학교수(개) | # duplicates | |
---|---|---|---|---|---|---|---|---|---|
0 | 2022 | 국립 | 0 | 0 | 0 | 0 | 0 | 0 | 2 |
1 | 2022 | 사립 | 50 | 1 | 1 | 29 | 19 | 0 | 2 |