Dataset statistics
Number of variables | 7 |
---|---|
Number of observations | 155 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 9.5 KiB |
Average record size in memory | 62.9 B |
Variable types
Categorical | 3 |
---|---|
Numeric | 4 |
Dataset
Description | 장애정도별 장애아동수당 수급자 집계현황 |
---|---|
Author | 경기복지재단(경기도장애인복지종합지원센터) |
URL | https://data.gg.go.kr/portal/data/service/selectServicePage.do?&infId=TVKZF69UYB2RCIODMBR525712066&infSeq=1 |
해당없음수급자수(명) has constant value "" | Constant |
합계(명) is highly overall correlated with 심한장애(중증)수급자수(명) and 3 other fields | High correlation |
심한장애(중증)수급자수(명) is highly overall correlated with 합계(명) and 3 other fields | High correlation |
심한장애(경증)수급자수(명) is highly overall correlated with 합계(명) and 3 other fields | High correlation |
심하지않은장애(경증)수급자수(명) is highly overall correlated with 합계(명) and 2 other fields | High correlation |
시군명 is highly overall correlated with 합계(명) and 2 other fields | High correlation |
심하지않은장애(경증)수급자수(명) has 14 (9.0%) zeros | Zeros |
Reproduction
Analysis started | 2024-04-11 01:53:56.719091 |
---|---|
Analysis finished | 2024-04-11 01:53:59.856140 |
Duration | 3.14 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
기준년도
Categorical
Distinct | 5 |
---|---|
Distinct (%) | 3.2% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 1.3 KiB |
2023 | |
---|---|
2022 | |
2021 | |
2020 | |
2019 |
Length
Max length | 4 |
---|---|
Median length | 4 |
Mean length | 4 |
Min length | 4 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 2023 |
---|---|
2nd row | 2023 |
3rd row | 2023 |
4th row | 2023 |
5th row | 2023 |
Common Values
Value | Count | Frequency (%) |
2023 | 31 | |
2022 | 31 | |
2021 | 31 | |
2020 | 31 | |
2019 | 31 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
2023 | 31 | |
2022 | 31 | |
2021 | 31 | |
2020 | 31 | |
2019 | 31 |
시군명
Categorical
HIGH CORRELATION
 
Distinct | 31 |
---|---|
Distinct (%) | 20.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 1.3 KiB |
가평군 | 5 |
---|---|
고양시 | 5 |
과천시 | 5 |
광명시 | 5 |
광주시 | 5 |
Other values (26) |
Length
Max length | 4 |
---|---|
Median length | 3 |
Mean length | 3.0967742 |
Min length | 3 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 가평군 |
---|---|
2nd row | 고양시 |
3rd row | 과천시 |
4th row | 광명시 |
5th row | 광주시 |
Common Values
Value | Count | Frequency (%) |
가평군 | 5 | 3.2% |
고양시 | 5 | 3.2% |
과천시 | 5 | 3.2% |
광명시 | 5 | 3.2% |
광주시 | 5 | 3.2% |
구리시 | 5 | 3.2% |
군포시 | 5 | 3.2% |
김포시 | 5 | 3.2% |
남양주시 | 5 | 3.2% |
동두천시 | 5 | 3.2% |
Other values (21) | 105 |
Length
Value | Count | Frequency (%) |
가평군 | 5 | 3.2% |
안양시 | 5 | 3.2% |
하남시 | 5 | 3.2% |
포천시 | 5 | 3.2% |
평택시 | 5 | 3.2% |
파주시 | 5 | 3.2% |
이천시 | 5 | 3.2% |
의정부시 | 5 | 3.2% |
의왕시 | 5 | 3.2% |
용인시 | 5 | 3.2% |
Other values (21) | 105 |
합계(명)
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 108 |
---|---|
Distinct (%) | 69.7% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 103.74839 |
Minimum | 8 |
---|---|
Maximum | 311 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.5 KiB |
Quantile statistics
Minimum | 8 |
---|---|
5-th percentile | 21 |
Q1 | 49.5 |
median | 96 |
Q3 | 147 |
95-th percentile | 227.2 |
Maximum | 311 |
Range | 303 |
Interquartile range (IQR) | 97.5 |
Descriptive statistics
Standard deviation | 65.80684 |
---|---|
Coefficient of variation (CV) | 0.63429265 |
Kurtosis | 0.10300306 |
Mean | 103.74839 |
Median Absolute Deviation (MAD) | 47 |
Skewness | 0.77160111 |
Sum | 16081 |
Variance | 4330.5402 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
52 | 4 | 2.6% |
45 | 3 | 1.9% |
96 | 3 | 1.9% |
142 | 3 | 1.9% |
167 | 3 | 1.9% |
22 | 3 | 1.9% |
21 | 3 | 1.9% |
88 | 2 | 1.3% |
79 | 2 | 1.3% |
109 | 2 | 1.3% |
Other values (98) | 127 |
Value | Count | Frequency (%) |
8 | 1 | 0.6% |
11 | 2 | |
12 | 1 | 0.6% |
13 | 1 | 0.6% |
20 | 1 | 0.6% |
21 | 3 | |
22 | 3 | |
24 | 2 | |
27 | 2 | |
28 | 1 | 0.6% |
Value | Count | Frequency (%) |
311 | 1 | |
277 | 1 | |
272 | 2 | |
263 | 1 | |
252 | 1 | |
232 | 1 | |
230 | 1 | |
226 | 1 | |
222 | 1 | |
210 | 1 |
심한장애(중증)수급자수(명)
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 84 |
---|---|
Distinct (%) | 54.2% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 53.703226 |
Minimum | 4 |
---|---|
Maximum | 187 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.5 KiB |
Quantile statistics
Minimum | 4 |
---|---|
5-th percentile | 10 |
Q1 | 26 |
median | 45 |
Q3 | 75 |
95-th percentile | 119.7 |
Maximum | 187 |
Range | 183 |
Interquartile range (IQR) | 49 |
Descriptive statistics
Standard deviation | 35.154423 |
---|---|
Coefficient of variation (CV) | 0.65460542 |
Kurtosis | 0.86684258 |
Mean | 53.703226 |
Median Absolute Deviation (MAD) | 23 |
Skewness | 0.96090982 |
Sum | 8324 |
Variance | 1235.8334 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
22 | 7 | 4.5% |
12 | 6 | 3.9% |
26 | 5 | 3.2% |
62 | 4 | 2.6% |
28 | 4 | 2.6% |
78 | 4 | 2.6% |
23 | 4 | 2.6% |
29 | 3 | 1.9% |
80 | 3 | 1.9% |
32 | 3 | 1.9% |
Other values (74) | 112 |
Value | Count | Frequency (%) |
4 | 1 | 0.6% |
6 | 1 | 0.6% |
7 | 1 | 0.6% |
8 | 2 | 1.3% |
9 | 2 | 1.3% |
10 | 2 | 1.3% |
12 | 6 | |
13 | 2 | 1.3% |
14 | 1 | 0.6% |
17 | 1 | 0.6% |
Value | Count | Frequency (%) |
187 | 1 | |
154 | 1 | |
144 | 2 | |
134 | 1 | |
130 | 1 | |
128 | 1 | |
126 | 1 | |
117 | 1 | |
112 | 2 | |
111 | 1 |
심한장애(경증)수급자수(명)
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 76 |
---|---|
Distinct (%) | 49.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 42.225806 |
Minimum | 3 |
---|---|
Maximum | 123 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.5 KiB |
Quantile statistics
Minimum | 3 |
---|---|
5-th percentile | 10 |
Q1 | 18.5 |
median | 36 |
Q3 | 60 |
95-th percentile | 90 |
Maximum | 123 |
Range | 120 |
Interquartile range (IQR) | 41.5 |
Descriptive statistics
Standard deviation | 27.427247 |
---|---|
Coefficient of variation (CV) | 0.64953755 |
Kurtosis | -0.15745583 |
Mean | 42.225806 |
Median Absolute Deviation (MAD) | 19 |
Skewness | 0.75051833 |
Sum | 6545 |
Variance | 752.25388 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
15 | 6 | 3.9% |
17 | 5 | 3.2% |
20 | 5 | 3.2% |
37 | 4 | 2.6% |
68 | 4 | 2.6% |
90 | 4 | 2.6% |
50 | 4 | 2.6% |
36 | 4 | 2.6% |
23 | 4 | 2.6% |
13 | 4 | 2.6% |
Other values (66) | 111 |
Value | Count | Frequency (%) |
3 | 1 | 0.6% |
4 | 1 | 0.6% |
5 | 3 | |
8 | 1 | 0.6% |
9 | 1 | 0.6% |
10 | 2 | |
11 | 3 | |
12 | 3 | |
13 | 4 | |
14 | 3 |
Value | Count | Frequency (%) |
123 | 1 | 0.6% |
114 | 1 | 0.6% |
111 | 1 | 0.6% |
108 | 1 | 0.6% |
107 | 1 | 0.6% |
105 | 1 | 0.6% |
92 | 1 | 0.6% |
90 | 4 | |
87 | 1 | 0.6% |
86 | 1 | 0.6% |
심하지않은장애(경증)수급자수(명)
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 24 |
---|---|
Distinct (%) | 15.5% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 7.8193548 |
Minimum | 0 |
---|---|
Maximum | 25 |
Zeros | 14 |
Zeros (%) | 9.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.5 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 3 |
median | 7 |
Q3 | 12 |
95-th percentile | 18.3 |
Maximum | 25 |
Range | 25 |
Interquartile range (IQR) | 9 |
Descriptive statistics
Standard deviation | 5.8625722 |
---|---|
Coefficient of variation (CV) | 0.7497514 |
Kurtosis | -0.17912917 |
Mean | 7.8193548 |
Median Absolute Deviation (MAD) | 4 |
Skewness | 0.63850583 |
Sum | 1212 |
Variance | 34.369753 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
5 | 15 | 9.7% |
0 | 14 | 9.0% |
12 | 11 | 7.1% |
4 | 11 | 7.1% |
10 | 11 | 7.1% |
3 | 10 | 6.5% |
2 | 10 | 6.5% |
1 | 9 | 5.8% |
11 | 9 | 5.8% |
7 | 8 | 5.2% |
Other values (14) | 47 |
Value | Count | Frequency (%) |
0 | 14 | |
1 | 9 | |
2 | 10 | |
3 | 10 | |
4 | 11 | |
5 | 15 | |
6 | 7 | |
7 | 8 | |
8 | 7 | |
9 | 1 | 0.6% |
Value | Count | Frequency (%) |
25 | 2 | 1.3% |
22 | 1 | 0.6% |
21 | 2 | 1.3% |
20 | 1 | 0.6% |
19 | 2 | 1.3% |
18 | 1 | 0.6% |
17 | 5 | |
16 | 1 | 0.6% |
15 | 6 | |
14 | 6 |
해당없음수급자수(명)
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 0.6% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 1.3 KiB |
0 |
---|
Length
Max length | 1 |
---|---|
Median length | 1 |
Mean length | 1 |
Min length | 1 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 0 |
---|---|
2nd row | 0 |
3rd row | 0 |
4th row | 0 |
5th row | 0 |
Common Values
Value | Count | Frequency (%) |
0 | 155 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
0 | 155 |
기준년도 | 시군명 | 합계(명) | 심한장애(중증)수급자수(명) | 심한장애(경증)수급자수(명) | 심하지않은장애(경증)수급자수(명) | |
---|---|---|---|---|---|---|
기준년도 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
시군명 | 0.000 | 1.000 | 0.944 | 0.919 | 0.931 | 0.841 |
합계(명) | 0.000 | 0.944 | 1.000 | 0.978 | 0.956 | 0.869 |
심한장애(중증)수급자수(명) | 0.000 | 0.919 | 0.978 | 1.000 | 0.922 | 0.825 |
심한장애(경증)수급자수(명) | 0.000 | 0.931 | 0.956 | 0.922 | 1.000 | 0.858 |
심하지않은장애(경증)수급자수(명) | 0.000 | 0.841 | 0.869 | 0.825 | 0.858 | 1.000 |
시군명 | 기준년도 | |
---|---|---|
시군명 | 1.000 | 0.000 |
기준년도 | 0.000 | 1.000 |
합계(명) | 심한장애(중증)수급자수(명) | 심한장애(경증)수급자수(명) | 심하지않은장애(경증)수급자수(명) | 기준년도 | 시군명 | |
---|---|---|---|---|---|---|
합계(명) | 1.000 | 0.980 | 0.968 | 0.854 | 0.000 | 0.659 |
심한장애(중증)수급자수(명) | 0.980 | 1.000 | 0.909 | 0.809 | 0.000 | 0.592 |
심한장애(경증)수급자수(명) | 0.968 | 0.909 | 1.000 | 0.817 | 0.000 | 0.607 |
심하지않은장애(경증)수급자수(명) | 0.854 | 0.809 | 0.817 | 1.000 | 0.023 | 0.417 |
기준년도 | 0.000 | 0.000 | 0.000 | 0.023 | 1.000 | 0.000 |
시군명 | 0.659 | 0.592 | 0.607 | 0.417 | 0.000 | 1.000 |
기준년도 | 시군명 | 합계(명) | 심한장애(중증)수급자수(명) | 심한장애(경증)수급자수(명) | 심하지않은장애(경증)수급자수(명) | 해당없음수급자수(명) | |
---|---|---|---|---|---|---|---|
0 | 2023 | 가평군 | 29 | 12 | 16 | 1 | 0 |
1 | 2023 | 고양시 | 210 | 111 | 86 | 13 | 0 |
2 | 2023 | 과천시 | 8 | 4 | 4 | 0 | 0 |
3 | 2023 | 광명시 | 52 | 25 | 23 | 4 | 0 |
4 | 2023 | 광주시 | 108 | 62 | 36 | 10 | 0 |
5 | 2023 | 구리시 | 41 | 22 | 19 | 0 | 0 |
6 | 2023 | 군포시 | 63 | 31 | 29 | 3 | 0 |
7 | 2023 | 김포시 | 115 | 53 | 48 | 14 | 0 |
8 | 2023 | 남양주시 | 167 | 86 | 66 | 15 | 0 |
9 | 2023 | 동두천시 | 48 | 22 | 21 | 5 | 0 |
기준년도 | 시군명 | 합계(명) | 심한장애(중증)수급자수(명) | 심한장애(경증)수급자수(명) | 심하지않은장애(경증)수급자수(명) | 해당없음수급자수(명) | |
---|---|---|---|---|---|---|---|
145 | 2019 | 오산시 | 44 | 26 | 17 | 1 | 0 |
146 | 2019 | 용인시 | 149 | 98 | 47 | 4 | 0 |
147 | 2019 | 의왕시 | 21 | 12 | 9 | 0 | 0 |
148 | 2019 | 의정부시 | 164 | 96 | 56 | 12 | 0 |
149 | 2019 | 이천시 | 52 | 31 | 15 | 6 | 0 |
150 | 2019 | 파주시 | 119 | 68 | 44 | 7 | 0 |
151 | 2019 | 평택시 | 142 | 80 | 50 | 12 | 0 |
152 | 2019 | 포천시 | 102 | 62 | 35 | 5 | 0 |
153 | 2019 | 하남시 | 46 | 25 | 15 | 6 | 0 |
154 | 2019 | 화성시 | 115 | 65 | 43 | 7 | 0 |