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 | 7 |
---|---|
Categorical | 1 |
Dataset
Description | 특수학급수 집계현황 |
---|---|
Author | 경기복지재단(경기도장애인복지종합지원센터) |
URL | https://data.gg.go.kr/portal/data/service/selectServicePage.do?&infId=SNTM06JLIQWBW828DYLN25047736&infSeq=1 |
전체학급수(개) is highly overall correlated with 유치원학급수(개) and 5 other fields | High correlation |
유치원학급수(개) is highly overall correlated with 전체학급수(개) and 5 other fields | High correlation |
초등학교학급수(개) is highly overall correlated with 전체학급수(개) and 5 other fields | High correlation |
중학교학급수(개) is highly overall correlated with 전체학급수(개) and 5 other fields | High correlation |
고등학교학급수(개) is highly overall correlated with 전체학급수(개) and 5 other fields | High correlation |
전공과학급수(개) is highly overall correlated with 전체학급수(개) and 5 other fields | High correlation |
학교유형명 is highly overall correlated with 전체학급수(개) and 5 other fields | High correlation |
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 |
전공과학급수(개) has 24 (66.7%) zeros | Zeros |
Reproduction
Analysis started | 2023-12-10 23:02:25.484077 |
---|---|
Analysis finished | 2023-12-10 23:02:30.829370 |
Duration | 5.35 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 | 21 |
---|---|
Distinct (%) | 58.3% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 959.36111 |
Minimum | 0 |
---|---|
Maximum | 3572 |
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 | 56.5 |
Q3 | 2512.5 |
95-th percentile | 3217.75 |
Maximum | 3572 |
Range | 3572 |
Interquartile range (IQR) | 2512.5 |
Descriptive statistics
Standard deviation | 1355.7338 |
---|---|
Coefficient of variation (CV) | 1.4131632 |
Kurtosis | -1.2339549 |
Mean | 959.36111 |
Median Absolute Deviation (MAD) | 56.5 |
Skewness | 0.83194784 |
Sum | 34537 |
Variance | 1838014.2 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 12 | |
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 |
Value | Count | Frequency (%) |
0 | 12 | |
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% |
Value | Count | Frequency (%) |
3572 | 1 | |
3388 | 1 | |
3161 | 1 | |
3070 | 1 | |
2897 | 1 | |
2783 | 1 | |
2668 | 1 | |
2593 | 1 | |
2556 | 1 | |
2498 | 1 |
유치원학급수(개)
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 16 |
---|---|
Distinct (%) | 44.4% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 91.166667 |
Minimum | 0 |
---|---|
Maximum | 497 |
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 | 153.25 |
95-th percentile | 411.5 |
Maximum | 497 |
Range | 497 |
Interquartile range (IQR) | 153.25 |
Descriptive statistics
Standard deviation | 149.77764 |
---|---|
Coefficient of variation (CV) | 1.6428992 |
Kurtosis | 1.1451421 |
Mean | 91.166667 |
Median Absolute Deviation (MAD) | 2 |
Skewness | 1.5269926 |
Sum | 3282 |
Variance | 22433.343 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 12 | |
2 | 6 | |
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 |
Value | Count | Frequency (%) |
0 | 12 | |
1 | 2 | 5.6% |
2 | 6 | |
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% |
Value | Count | Frequency (%) |
497 | 1 | |
464 | 1 | |
394 | 1 | |
355 | 1 | |
314 | 1 | |
282 | 1 | |
227 | 1 | |
195 | 1 | |
172 | 1 | |
147 | 1 |
초등학교학급수(개)
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 14 |
---|---|
Distinct (%) | 38.9% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 462.58333 |
Minimum | 0 |
---|---|
Maximum | 1821 |
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 | 3 |
Q3 | 1209.5 |
95-th percentile | 1608 |
Maximum | 1821 |
Range | 1821 |
Interquartile range (IQR) | 1209.5 |
Descriptive statistics
Standard deviation | 672.79992 |
---|---|
Coefficient of variation (CV) | 1.4544405 |
Kurtosis | -1.1402735 |
Mean | 462.58333 |
Median Absolute Deviation (MAD) | 3 |
Skewness | 0.85767205 |
Sum | 16653 |
Variance | 452659.74 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 12 | |
3 | 12 | |
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% |
Value | Count | Frequency (%) |
0 | 12 | |
3 | 12 | |
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% |
Value | Count | Frequency (%) |
1821 | 1 | |
1710 | 1 | |
1574 | 1 | |
1517 | 1 | |
1403 | 1 | |
1316 | 1 | |
1257 | 1 | |
1222 | 1 | |
1211 | 1 | |
1209 | 1 |
중학교학급수(개)
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 20 |
---|---|
Distinct (%) | 55.6% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 221.11111 |
Minimum | 0 |
---|---|
Maximum | 720 |
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 | 30.5 |
Q3 | 620.25 |
95-th percentile | 653.75 |
Maximum | 720 |
Range | 720 |
Interquartile range (IQR) | 620.25 |
Descriptive statistics
Standard deviation | 297.08457 |
---|---|
Coefficient of variation (CV) | 1.3435986 |
Kurtosis | -1.4931543 |
Mean | 221.11111 |
Median Absolute Deviation (MAD) | 30.5 |
Skewness | 0.74820536 |
Sum | 7960 |
Variance | 88259.244 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 12 | |
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 |
Value | Count | Frequency (%) |
0 | 12 | |
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% |
Value | Count | Frequency (%) |
720 | 1 | |
680 | 1 | |
645 | 1 | |
641 | 1 | |
625 | 1 | |
624 | 2 | |
623 | 1 | |
621 | 1 | |
620 | 1 | |
602 | 1 |
고등학교학급수(개)
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 18 |
---|---|
Distinct (%) | 50.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 177.69444 |
Minimum | 0 |
---|---|
Maximum | 544 |
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 | 21 |
Q3 | 507.25 |
95-th percentile | 536.25 |
Maximum | 544 |
Range | 544 |
Interquartile range (IQR) | 507.25 |
Descriptive statistics
Standard deviation | 241.05504 |
---|---|
Coefficient of variation (CV) | 1.3565705 |
Kurtosis | -1.4939222 |
Mean | 177.69444 |
Median Absolute Deviation (MAD) | 21 |
Skewness | 0.75124428 |
Sum | 6397 |
Variance | 58107.533 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 12 | |
21 | 5 | |
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 |
Value | Count | Frequency (%) |
0 | 12 | |
11 | 1 | 2.8% |
19 | 1 | 2.8% |
20 | 1 | 2.8% |
21 | 5 | |
22 | 3 | 8.3% |
24 | 1 | 2.8% |
425 | 1 | 2.8% |
486 | 1 | 2.8% |
507 | 1 | 2.8% |
Value | Count | Frequency (%) |
544 | 1 | |
540 | 1 | |
535 | 1 | |
531 | 1 | |
530 | 1 | |
522 | 1 | |
516 | 1 | |
508 | 2 | |
507 | 1 | |
486 | 1 |
전공과학급수(개)
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 7 |
---|---|
Distinct (%) | 19.4% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 6.8055556 |
Minimum | 0 |
---|---|
Maximum | 26 |
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 | 14.5 |
95-th percentile | 26 |
Maximum | 26 |
Range | 26 |
Interquartile range (IQR) | 14.5 |
Descriptive statistics
Standard deviation | 10.940931 |
---|---|
Coefficient of variation (CV) | 1.607647 |
Kurtosis | -0.7021135 |
Mean | 6.8055556 |
Median Absolute Deviation (MAD) | 0 |
Skewness | 1.117649 |
Sum | 245 |
Variance | 119.70397 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 24 | |
26 | 4 | 11.1% |
25 | 4 | 11.1% |
22 | 1 | 2.8% |
12 | 1 | 2.8% |
4 | 1 | 2.8% |
3 | 1 | 2.8% |
Value | Count | Frequency (%) |
0 | 24 | |
3 | 1 | 2.8% |
4 | 1 | 2.8% |
12 | 1 | 2.8% |
22 | 1 | 2.8% |
25 | 4 | 11.1% |
26 | 4 | 11.1% |
Value | Count | Frequency (%) |
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 |
기준년도 | 학교유형명 | 전체학급수(개) | 유치원학급수(개) | 초등학교학급수(개) | 중학교학급수(개) | 고등학교학급수(개) | 전공과학급수(개) | |
---|---|---|---|---|---|---|---|---|
기준년도 | 1.000 | 0.000 | 0.000 | 0.273 | 0.000 | 0.000 | 0.000 | 0.000 |
학교유형명 | 0.000 | 1.000 | 0.684 | 0.723 | 0.684 | 0.934 | 0.650 | 0.684 |
전체학급수(개) | 0.000 | 0.684 | 1.000 | 1.000 | 0.984 | 1.000 | 0.745 | 0.953 |
유치원학급수(개) | 0.273 | 0.723 | 1.000 | 1.000 | 1.000 | 1.000 | 0.926 | 0.838 |
초등학교학급수(개) | 0.000 | 0.684 | 0.984 | 1.000 | 1.000 | 1.000 | 0.641 | 0.887 |
중학교학급수(개) | 0.000 | 0.934 | 1.000 | 1.000 | 1.000 | 1.000 | 0.663 | 0.715 |
고등학교학급수(개) | 0.000 | 0.650 | 0.745 | 0.926 | 0.641 | 0.663 | 1.000 | 0.823 |
전공과학급수(개) | 0.000 | 0.684 | 0.953 | 0.838 | 0.887 | 0.715 | 0.823 | 1.000 |
기준년도 | 전체학급수(개) | 유치원학급수(개) | 초등학교학급수(개) | 중학교학급수(개) | 고등학교학급수(개) | 전공과학급수(개) | 학교유형명 | |
---|---|---|---|---|---|---|---|---|
기준년도 | 1.000 | 0.176 | 0.066 | 0.110 | 0.196 | 0.083 | 0.123 | 0.000 |
전체학급수(개) | 0.176 | 1.000 | 0.975 | 0.979 | 0.992 | 0.962 | 0.854 | 0.640 |
유치원학급수(개) | 0.066 | 0.975 | 1.000 | 0.982 | 0.958 | 0.952 | 0.856 | 0.564 |
초등학교학급수(개) | 0.110 | 0.979 | 0.982 | 1.000 | 0.977 | 0.949 | 0.867 | 0.640 |
중학교학급수(개) | 0.196 | 0.992 | 0.958 | 0.977 | 1.000 | 0.949 | 0.851 | 0.685 |
고등학교학급수(개) | 0.083 | 0.962 | 0.952 | 0.949 | 0.949 | 1.000 | 0.832 | 0.663 |
전공과학급수(개) | 0.123 | 0.854 | 0.856 | 0.867 | 0.851 | 0.832 | 1.000 | 0.640 |
학교유형명 | 0.000 | 0.640 | 0.564 | 0.640 | 0.685 | 0.663 | 0.640 | 1.000 |
기준년도 | 학교유형명 | 전체학급수(개) | 유치원학급수(개) | 초등학교학급수(개) | 중학교학급수(개) | 고등학교학급수(개) | 전공과학급수(개) | |
---|---|---|---|---|---|---|---|---|
0 | 2023 | 공립 | 3572 | 497 | 1821 | 720 | 508 | 26 |
1 | 2023 | 국립 | 0 | 0 | 0 | 0 | 0 | 0 |
2 | 2023 | 사립 | 56 | 1 | 3 | 31 | 21 | 0 |
3 | 2022 | 공립 | 3388 | 464 | 1710 | 680 | 508 | 26 |
4 | 2022 | 국립 | 0 | 0 | 0 | 0 | 0 | 0 |
5 | 2022 | 사립 | 56 | 1 | 3 | 31 | 21 | 0 |
6 | 2021 | 공립 | 3161 | 394 | 1574 | 645 | 522 | 26 |
7 | 2021 | 국립 | 0 | 0 | 0 | 0 | 0 | 0 |
8 | 2021 | 사립 | 62 | 2 | 3 | 35 | 22 | 0 |
9 | 2020 | 공립 | 3070 | 355 | 1517 | 641 | 531 | 26 |
기준년도 | 학교유형명 | 전체학급수(개) | 유치원학급수(개) | 초등학교학급수(개) | 중학교학급수(개) | 고등학교학급수(개) | 전공과학급수(개) | |
---|---|---|---|---|---|---|---|---|
26 | 2015 | 사립 | 57 | 3 | 3 | 27 | 24 | 0 |
27 | 2014 | 공립 | 2498 | 147 | 1211 | 621 | 507 | 12 |
28 | 2014 | 국립 | 0 | 0 | 0 | 0 | 0 | 0 |
29 | 2014 | 사립 | 51 | 2 | 3 | 26 | 20 | 0 |
30 | 2013 | 공립 | 2410 | 109 | 1209 | 602 | 486 | 4 |
31 | 2013 | 국립 | 0 | 0 | 0 | 0 | 0 | 0 |
32 | 2013 | 사립 | 50 | 2 | 3 | 26 | 19 | 0 |
33 | 2012 | 공립 | 2283 | 100 | 1171 | 584 | 425 | 3 |
34 | 2012 | 국립 | 0 | 0 | 0 | 0 | 0 | 0 |
35 | 2012 | 사립 | 38 | 2 | 3 | 22 | 11 | 0 |