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 | 통합학급 설치 학교수 집계현황 |
---|---|
Author | 경기복지재단(경기도장애인복지종합지원센터) |
URL | https://data.gg.go.kr/portal/data/service/selectServicePage.do?&infId=1ZF2SNWY2IXCXV1DNDSA25131506&infSeq=1 |
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 4 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 |
학교유형명 is highly overall correlated with 전체학교수(개) and 4 other fields | High correlation |
전공과학교수(개) is highly overall correlated with 전체학교수(개) and 3 other fields | High correlation |
전공과학교수(개) is highly imbalanced (81.7%) | Imbalance |
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 |
Reproduction
Analysis started | 2024-04-11 02:46:30.616210 |
---|---|
Analysis finished | 2024-04-11 02:46:37.294763 |
Duration | 6.68 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 |
전체학교수(개)
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 25 |
---|---|
Distinct (%) | 69.4% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 773.22222 |
Minimum | 0 |
---|---|
Maximum | 2515 |
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 | 208 |
Q3 | 1868 |
95-th percentile | 2403.5 |
Maximum | 2515 |
Range | 2515 |
Interquartile range (IQR) | 1868 |
Descriptive statistics
Standard deviation | 977.62394 |
---|---|
Coefficient of variation (CV) | 1.2643506 |
Kurtosis | -1.2640568 |
Mean | 773.22222 |
Median Absolute Deviation (MAD) | 208 |
Skewness | 0.80510428 |
Sum | 27836 |
Variance | 955748.58 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 12 | |
2515 | 1 | 2.8% |
315 | 1 | 2.8% |
1741 | 1 | 2.8% |
269 | 1 | 2.8% |
1827 | 1 | 2.8% |
127 | 1 | 2.8% |
1498 | 1 | 2.8% |
180 | 1 | 2.8% |
1991 | 1 | 2.8% |
Other values (15) | 15 |
Value | Count | Frequency (%) |
0 | 12 | |
127 | 1 | 2.8% |
180 | 1 | 2.8% |
183 | 1 | 2.8% |
189 | 1 | 2.8% |
206 | 1 | 2.8% |
207 | 1 | 2.8% |
209 | 1 | 2.8% |
210 | 1 | 2.8% |
214 | 1 | 2.8% |
Value | Count | Frequency (%) |
2515 | 1 | |
2441 | 1 | |
2391 | 1 | |
2326 | 1 | |
2250 | 1 | |
2180 | 1 | |
2103 | 1 | |
2048 | 1 | |
1991 | 1 | |
1827 | 1 |
유치원수(개)
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 24 |
---|---|
Distinct (%) | 66.7% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 113.05556 |
Minimum | 0 |
---|---|
Maximum | 398 |
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 | 76.5 |
Q3 | 192.75 |
95-th percentile | 356.25 |
Maximum | 398 |
Range | 398 |
Interquartile range (IQR) | 192.75 |
Descriptive statistics
Standard deviation | 122.93598 |
---|---|
Coefficient of variation (CV) | 1.0873944 |
Kurtosis | -0.27534106 |
Mean | 113.05556 |
Median Absolute Deviation (MAD) | 76.5 |
Skewness | 0.94528332 |
Sum | 4070 |
Variance | 15113.254 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 12 | |
66 | 2 | 5.6% |
398 | 1 | 2.8% |
59 | 1 | 2.8% |
190 | 1 | 2.8% |
97 | 1 | 2.8% |
152 | 1 | 2.8% |
115 | 1 | 2.8% |
14 | 1 | 2.8% |
159 | 1 | 2.8% |
Other values (14) | 14 |
Value | Count | Frequency (%) |
0 | 12 | |
14 | 1 | 2.8% |
59 | 1 | 2.8% |
66 | 2 | 5.6% |
68 | 1 | 2.8% |
72 | 1 | 2.8% |
81 | 1 | 2.8% |
82 | 1 | 2.8% |
85 | 1 | 2.8% |
89 | 1 | 2.8% |
Value | Count | Frequency (%) |
398 | 1 | |
363 | 1 | |
354 | 1 | |
325 | 1 | |
296 | 1 | |
267 | 1 | |
238 | 1 | |
233 | 1 | |
201 | 1 | |
190 | 1 |
초등학교수(개)
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 16 |
---|---|
Distinct (%) | 44.4% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 373.91667 |
Minimum | 0 |
---|---|
Maximum | 1263 |
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 | 1029.75 |
95-th percentile | 1224.5 |
Maximum | 1263 |
Range | 1263 |
Interquartile range (IQR) | 1029.75 |
Descriptive statistics
Standard deviation | 537.76609 |
---|---|
Coefficient of variation (CV) | 1.4381977 |
Kurtosis | -1.4386402 |
Mean | 373.91667 |
Median Absolute Deviation (MAD) | 2 |
Skewness | 0.7717699 |
Sum | 13461 |
Variance | 289192.36 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 12 | |
2 | 7 | |
1 | 4 | 11.1% |
1263 | 1 | 2.8% |
1092 | 1 | 2.8% |
985 | 1 | 2.8% |
1015 | 1 | 2.8% |
1024 | 1 | 2.8% |
1047 | 1 | 2.8% |
1056 | 1 | 2.8% |
Other values (6) | 6 |
Value | Count | Frequency (%) |
0 | 12 | |
1 | 4 | 11.1% |
2 | 7 | |
3 | 1 | 2.8% |
985 | 1 | 2.8% |
1015 | 1 | 2.8% |
1024 | 1 | 2.8% |
1047 | 1 | 2.8% |
1056 | 1 | 2.8% |
1092 | 1 | 2.8% |
Value | Count | Frequency (%) |
1263 | 1 | |
1238 | 1 | |
1220 | 1 | |
1204 | 1 | |
1164 | 1 | |
1132 | 1 | |
1092 | 1 | |
1056 | 1 | |
1047 | 1 | |
1024 | 1 |
중학교수(개)
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 20 |
---|---|
Distinct (%) | 55.6% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 164.08333 |
Minimum | 0 |
---|---|
Maximum | 529 |
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 | 52 |
Q3 | 432.5 |
95-th percentile | 506.25 |
Maximum | 529 |
Range | 529 |
Interquartile range (IQR) | 432.5 |
Descriptive statistics
Standard deviation | 210.75082 |
---|---|
Coefficient of variation (CV) | 1.2844133 |
Kurtosis | -1.2123479 |
Mean | 164.08333 |
Median Absolute Deviation (MAD) | 52 |
Skewness | 0.87086656 |
Sum | 5907 |
Variance | 44415.907 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 12 | |
52 | 4 | 11.1% |
62 | 2 | 5.6% |
484 | 2 | 5.6% |
529 | 1 | 2.8% |
50 | 1 | 2.8% |
49 | 1 | 2.8% |
407 | 1 | 2.8% |
57 | 1 | 2.8% |
424 | 1 | 2.8% |
Other values (10) | 10 |
Value | Count | Frequency (%) |
0 | 12 | |
44 | 1 | 2.8% |
48 | 1 | 2.8% |
49 | 1 | 2.8% |
50 | 1 | 2.8% |
52 | 4 | 11.1% |
55 | 1 | 2.8% |
56 | 1 | 2.8% |
57 | 1 | 2.8% |
62 | 2 | 5.6% |
Value | Count | Frequency (%) |
529 | 1 | |
519 | 1 | |
502 | 1 | |
484 | 2 | |
475 | 1 | |
471 | 1 | |
463 | 1 | |
458 | 1 | |
424 | 1 | |
407 | 1 |
고등학교수(개)
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 24 |
---|---|
Distinct (%) | 66.7% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 122.16667 |
Minimum | 0 |
---|---|
Maximum | 325 |
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 | 71.5 |
Q3 | 276 |
95-th percentile | 316.5 |
Maximum | 325 |
Range | 325 |
Interquartile range (IQR) | 276 |
Descriptive statistics
Standard deviation | 129.36383 |
---|---|
Coefficient of variation (CV) | 1.0589126 |
Kurtosis | -1.461305 |
Mean | 122.16667 |
Median Absolute Deviation (MAD) | 71.5 |
Skewness | 0.60542946 |
Sum | 4398 |
Variance | 16735 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 12 | |
306 | 2 | 5.6% |
325 | 1 | 2.8% |
296 | 1 | 2.8% |
75 | 1 | 2.8% |
252 | 1 | 2.8% |
59 | 1 | 2.8% |
273 | 1 | 2.8% |
60 | 1 | 2.8% |
271 | 1 | 2.8% |
Other values (14) | 14 |
Value | Count | Frequency (%) |
0 | 12 | |
58 | 1 | 2.8% |
59 | 1 | 2.8% |
60 | 1 | 2.8% |
67 | 1 | 2.8% |
69 | 1 | 2.8% |
71 | 1 | 2.8% |
72 | 1 | 2.8% |
73 | 1 | 2.8% |
74 | 1 | 2.8% |
Value | Count | Frequency (%) |
325 | 1 | |
321 | 1 | |
315 | 1 | |
313 | 1 | |
306 | 2 | |
302 | 1 | |
296 | 1 | |
285 | 1 | |
273 | 1 | |
271 | 1 |
전공과학교수(개)
Categorical
HIGH CORRELATION
  IMBALANCE
 
Distinct | 2 |
---|---|
Distinct (%) | 5.6% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 420.0 B |
0 | |
---|---|
2 | 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 | |
2 | 1 | 2.8% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
0 | 35 | |
2 | 1 | 2.8% |
기준년도 | 학교유형명 | 전체학교수(개) | 유치원수(개) | 초등학교수(개) | 중학교수(개) | 고등학교수(개) | 전공과학교수(개) | |
---|---|---|---|---|---|---|---|---|
기준년도 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | NaN |
학교유형명 | 0.000 | 1.000 | 0.745 | 0.889 | 0.650 | 0.727 | 1.000 | 0.025 |
전체학교수(개) | 0.000 | 0.745 | 1.000 | 0.851 | 0.948 | 0.869 | 0.872 | 1.000 |
유치원수(개) | 0.000 | 0.889 | 0.851 | 1.000 | 0.855 | 0.929 | 0.769 | 0.000 |
초등학교수(개) | 0.000 | 0.650 | 0.948 | 0.855 | 1.000 | 0.941 | 0.952 | 1.000 |
중학교수(개) | 0.000 | 0.727 | 0.869 | 0.929 | 0.941 | 1.000 | 0.825 | 1.000 |
고등학교수(개) | 0.000 | 1.000 | 0.872 | 0.769 | 0.952 | 0.825 | 1.000 | 1.000 |
전공과학교수(개) | NaN | 0.025 | 1.000 | 0.000 | 1.000 | 1.000 | 1.000 | 1.000 |
학교유형명 | 전공과학교수(개) | |
---|---|---|
학교유형명 | 1.000 | 0.000 |
전공과학교수(개) | 0.000 | 1.000 |
기준년도 | 전체학교수(개) | 유치원수(개) | 초등학교수(개) | 중학교수(개) | 고등학교수(개) | 학교유형명 | 전공과학교수(개) | |
---|---|---|---|---|---|---|---|---|
기준년도 | 1.000 | 0.102 | 0.093 | 0.174 | 0.209 | 0.146 | 0.000 | 0.000 |
전체학교수(개) | 0.102 | 1.000 | 0.993 | 0.956 | 0.948 | 0.975 | 0.630 | 0.924 |
유치원수(개) | 0.093 | 0.993 | 1.000 | 0.943 | 0.932 | 0.954 | 0.738 | 0.000 |
초등학교수(개) | 0.174 | 0.956 | 0.943 | 1.000 | 0.945 | 0.970 | 0.663 | 0.970 |
중학교수(개) | 0.209 | 0.948 | 0.932 | 0.945 | 1.000 | 0.933 | 0.696 | 0.955 |
고등학교수(개) | 0.146 | 0.975 | 0.954 | 0.970 | 0.933 | 1.000 | 0.953 | 0.939 |
학교유형명 | 0.000 | 0.630 | 0.738 | 0.663 | 0.696 | 0.953 | 1.000 | 0.000 |
전공과학교수(개) | 0.000 | 0.924 | 0.000 | 0.970 | 0.955 | 0.939 | 0.000 | 1.000 |
기준년도 | 학교유형명 | 전체학교수(개) | 유치원수(개) | 초등학교수(개) | 중학교수(개) | 고등학교수(개) | 전공과학교수(개) | |
---|---|---|---|---|---|---|---|---|
0 | 2023 | 공립 | 2515 | 398 | 1263 | 529 | 325 | 0 |
1 | 2023 | 국립 | 0 | 0 | 0 | 0 | 0 | 0 |
2 | 2023 | 사립 | 206 | 72 | 3 | 62 | 69 | 0 |
3 | 2022 | 공립 | 2441 | 363 | 1238 | 519 | 321 | 0 |
4 | 2022 | 국립 | 0 | 0 | 0 | 0 | 0 | 0 |
5 | 2022 | 사립 | 207 | 66 | 2 | 62 | 77 | 0 |
6 | 2021 | 공립 | 2391 | 354 | 1220 | 502 | 315 | 0 |
7 | 2021 | 국립 | 0 | 0 | 0 | 0 | 0 | 0 |
8 | 2021 | 사립 | 209 | 81 | 1 | 55 | 72 | 0 |
9 | 2020 | 공립 | 2326 | 325 | 1204 | 484 | 313 | 0 |
기준년도 | 학교유형명 | 전체학교수(개) | 유치원수(개) | 초등학교수(개) | 중학교수(개) | 고등학교수(개) | 전공과학교수(개) | |
---|---|---|---|---|---|---|---|---|
26 | 2015 | 사립 | 180 | 68 | 2 | 52 | 58 | 0 |
27 | 2014 | 공립 | 1498 | 159 | 1024 | 44 | 271 | 0 |
28 | 2014 | 국립 | 0 | 0 | 0 | 0 | 0 | 0 |
29 | 2014 | 사립 | 127 | 14 | 1 | 52 | 60 | 0 |
30 | 2013 | 공립 | 1827 | 115 | 1015 | 424 | 273 | 0 |
31 | 2013 | 국립 | 0 | 0 | 0 | 0 | 0 | 0 |
32 | 2013 | 사립 | 269 | 152 | 1 | 57 | 59 | 0 |
33 | 2012 | 공립 | 1741 | 97 | 985 | 407 | 252 | 2 |
34 | 2012 | 국립 | 0 | 0 | 0 | 0 | 0 | 0 |
35 | 2012 | 사립 | 315 | 190 | 1 | 49 | 75 | 0 |