Dataset statistics
Number of variables | 8 |
---|---|
Number of observations | 310 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 21.6 KiB |
Average record size in memory | 71.4 B |
Variable types
Numeric | 7 |
---|---|
Categorical | 1 |
Dataset
Description | 장애연금 급여종류별 지급 집계현황 |
---|---|
Author | 경기복지재단(경기도장애인복지종합지원센터) |
URL | https://data.gg.go.kr/portal/data/service/selectServicePage.do?&infId=ZFF516BCFT4RIB0EEL6X26263448&infSeq=1 |
전체수급자수(명) is highly overall correlated with 전체지급액(원) and 5 other fields | High correlation |
전체지급액(원) is highly overall correlated with 전체수급자수(명) and 5 other fields | High correlation |
장애연금수급자수(명) is highly overall correlated with 전체수급자수(명) and 5 other fields | High correlation |
장애연금지급액(원) is highly overall correlated with 전체수급자수(명) and 5 other fields | High correlation |
일시금수급자수(명) is highly overall correlated with 전체수급자수(명) and 5 other fields | High correlation |
일시금지급액(원) is highly overall correlated with 전체수급자수(명) and 4 other fields | High correlation |
시군명 is highly overall correlated with 전체수급자수(명) and 4 other fields | High correlation |
전체지급액(원) has unique values | Unique |
장애연금지급액(원) has unique values | Unique |
일시금지급액(원) has unique values | Unique |
Reproduction
Analysis started | 2024-04-11 04:51:21.272323 |
---|---|
Analysis finished | 2024-04-11 04:51:26.583582 |
Duration | 5.31 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
기준년도
Real number (ℝ)
Distinct | 10 |
---|---|
Distinct (%) | 3.2% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 2017.5 |
Minimum | 2013 |
---|---|
Maximum | 2022 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 2.9 KiB |
Quantile statistics
Minimum | 2013 |
---|---|
5-th percentile | 2013 |
Q1 | 2015 |
median | 2017.5 |
Q3 | 2020 |
95-th percentile | 2022 |
Maximum | 2022 |
Range | 9 |
Interquartile range (IQR) | 5 |
Descriptive statistics
Standard deviation | 2.8769253 |
---|---|
Coefficient of variation (CV) | 0.0014259853 |
Kurtosis | -1.2246126 |
Mean | 2017.5 |
Median Absolute Deviation (MAD) | 2.5 |
Skewness | 0 |
Sum | 625425 |
Variance | 8.276699 |
Monotonicity | Decreasing |
Value | Count | Frequency (%) |
2022 | 31 | |
2021 | 31 | |
2020 | 31 | |
2019 | 31 | |
2018 | 31 | |
2017 | 31 | |
2016 | 31 | |
2015 | 31 | |
2014 | 31 | |
2013 | 31 |
Value | Count | Frequency (%) |
2013 | 31 | |
2014 | 31 | |
2015 | 31 | |
2016 | 31 | |
2017 | 31 | |
2018 | 31 | |
2019 | 31 | |
2020 | 31 | |
2021 | 31 | |
2022 | 31 |
Value | Count | Frequency (%) |
2022 | 31 | |
2021 | 31 | |
2020 | 31 | |
2019 | 31 | |
2018 | 31 | |
2017 | 31 | |
2016 | 31 | |
2015 | 31 | |
2014 | 31 | |
2013 | 31 |
시군명
Categorical
HIGH CORRELATION
 
Distinct | 31 |
---|---|
Distinct (%) | 10.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 2.6 KiB |
가평군 | 10 |
---|---|
고양시 | 10 |
과천시 | 10 |
광명시 | 10 |
광주시 | 10 |
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 | 10 | 3.2% |
고양시 | 10 | 3.2% |
과천시 | 10 | 3.2% |
광명시 | 10 | 3.2% |
광주시 | 10 | 3.2% |
구리시 | 10 | 3.2% |
군포시 | 10 | 3.2% |
김포시 | 10 | 3.2% |
남양주시 | 10 | 3.2% |
동두천시 | 10 | 3.2% |
Other values (21) | 210 |
Length
Value | Count | Frequency (%) |
가평군 | 10 | 3.2% |
안양시 | 10 | 3.2% |
하남시 | 10 | 3.2% |
포천시 | 10 | 3.2% |
평택시 | 10 | 3.2% |
파주시 | 10 | 3.2% |
이천시 | 10 | 3.2% |
의정부시 | 10 | 3.2% |
의왕시 | 10 | 3.2% |
용인시 | 10 | 3.2% |
Other values (21) | 210 |
전체수급자수(명)
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 268 |
---|---|
Distinct (%) | 86.5% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 589.74194 |
Minimum | 40 |
---|---|
Maximum | 2549 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 2.9 KiB |
Quantile statistics
Minimum | 40 |
---|---|
5-th percentile | 80 |
Q1 | 261.75 |
median | 449.5 |
Q3 | 879.5 |
95-th percentile | 1322 |
Maximum | 2549 |
Range | 2509 |
Interquartile range (IQR) | 617.75 |
Descriptive statistics
Standard deviation | 427.01312 |
---|---|
Coefficient of variation (CV) | 0.72406776 |
Kurtosis | 0.35420515 |
Mean | 589.74194 |
Median Absolute Deviation (MAD) | 263.5 |
Skewness | 0.86528275 |
Sum | 182820 |
Variance | 182340.21 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
209 | 3 | 1.0% |
181 | 3 | 1.0% |
268 | 3 | 1.0% |
293 | 3 | 1.0% |
361 | 2 | 0.6% |
203 | 2 | 0.6% |
292 | 2 | 0.6% |
121 | 2 | 0.6% |
153 | 2 | 0.6% |
78 | 2 | 0.6% |
Other values (258) | 286 |
Value | Count | Frequency (%) |
40 | 1 | |
45 | 1 | |
48 | 1 | |
49 | 1 | |
52 | 1 | |
53 | 1 | |
62 | 1 | |
65 | 1 | |
67 | 2 | |
77 | 2 |
Value | Count | Frequency (%) |
2549 | 1 | |
1574 | 1 | |
1567 | 1 | |
1551 | 1 | |
1549 | 1 | |
1526 | 1 | |
1455 | 1 | |
1429 | 1 | |
1428 | 1 | |
1419 | 1 |
전체지급액(원)
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 310 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 3098310.9 |
Minimum | 299328 |
---|---|
Maximum | 12491013 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 2.9 KiB |
Quantile statistics
Minimum | 299328 |
---|---|
5-th percentile | 405654.85 |
Q1 | 1268150 |
median | 2328613 |
Q3 | 4675573 |
95-th percentile | 7283968.1 |
Maximum | 12491013 |
Range | 12191685 |
Interquartile range (IQR) | 3407423 |
Descriptive statistics
Standard deviation | 2326076.6 |
---|---|
Coefficient of variation (CV) | 0.75075635 |
Kurtosis | 0.13112223 |
Mean | 3098310.9 |
Median Absolute Deviation (MAD) | 1391131 |
Skewness | 0.90815775 |
Sum | 9.6047637 × 108 |
Variance | 5.4106322 × 1012 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
633463 | 1 | 0.3% |
817908 | 1 | 0.3% |
2981367 | 1 | 0.3% |
1412228 | 1 | 0.3% |
3146114 | 1 | 0.3% |
970401 | 1 | 0.3% |
5752049 | 1 | 0.3% |
1521212 | 1 | 0.3% |
307373 | 1 | 0.3% |
889305 | 1 | 0.3% |
Other values (300) | 300 |
Value | Count | Frequency (%) |
299328 | 1 | |
307373 | 1 | |
317520 | 1 | |
319031 | 1 | |
335298 | 1 | |
335519 | 1 | |
339890 | 1 | |
343657 | 1 | |
347813 | 1 | |
359626 | 1 |
Value | Count | Frequency (%) |
12491013 | 1 | |
9105562 | 1 | |
8925627 | 1 | |
8884979 | 1 | |
8708521 | 1 | |
8652139 | 1 | |
8542829 | 1 | |
8416819 | 1 | |
8383433 | 1 | |
8158732 | 1 |
장애연금수급자수(명)
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 270 |
---|---|
Distinct (%) | 87.1% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 566.61613 |
Minimum | 38 |
---|---|
Maximum | 2439 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 2.9 KiB |
Quantile statistics
Minimum | 38 |
---|---|
5-th percentile | 77 |
Q1 | 254.25 |
median | 433 |
Q3 | 846.5 |
95-th percentile | 1277.3 |
Maximum | 2439 |
Range | 2401 |
Interquartile range (IQR) | 592.25 |
Descriptive statistics
Standard deviation | 409.25986 |
---|---|
Coefficient of variation (CV) | 0.7222877 |
Kurtosis | 0.33779322 |
Mean | 566.61613 |
Median Absolute Deviation (MAD) | 253.5 |
Skewness | 0.86279849 |
Sum | 175651 |
Variance | 167493.64 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
77 | 5 | 1.6% |
114 | 3 | 1.0% |
297 | 3 | 1.0% |
463 | 2 | 0.6% |
288 | 2 | 0.6% |
180 | 2 | 0.6% |
1508 | 2 | 0.6% |
293 | 2 | 0.6% |
703 | 2 | 0.6% |
262 | 2 | 0.6% |
Other values (260) | 285 |
Value | Count | Frequency (%) |
38 | 1 | |
44 | 1 | |
46 | 1 | |
47 | 1 | |
51 | 1 | |
52 | 1 | |
61 | 1 | |
62 | 1 | |
63 | 1 | |
64 | 1 |
Value | Count | Frequency (%) |
2439 | 1 | |
1508 | 2 | |
1492 | 1 | |
1480 | 1 | |
1458 | 1 | |
1402 | 1 | |
1384 | 1 | |
1361 | 1 | |
1356 | 1 | |
1354 | 1 |
장애연금지급액(원)
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 310 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 2737815.1 |
Minimum | 268922 |
---|---|
Maximum | 10998058 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 2.9 KiB |
Quantile statistics
Minimum | 268922 |
---|---|
5-th percentile | 359669.25 |
Q1 | 1151247.2 |
median | 2053774 |
Q3 | 4034165.2 |
95-th percentile | 6441277.9 |
Maximum | 10998058 |
Range | 10729136 |
Interquartile range (IQR) | 2882918 |
Descriptive statistics
Standard deviation | 2037653 |
---|---|
Coefficient of variation (CV) | 0.74426245 |
Kurtosis | 0.10999302 |
Mean | 2737815.1 |
Median Absolute Deviation (MAD) | 1194864 |
Skewness | 0.89956105 |
Sum | 8.487227 × 108 |
Variance | 4.1520298 × 1012 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
574649 | 1 | 0.3% |
753586 | 1 | 0.3% |
2628372 | 1 | 0.3% |
1324216 | 1 | 0.3% |
2682356 | 1 | 0.3% |
829625 | 1 | 0.3% |
5073915 | 1 | 0.3% |
1315327 | 1 | 0.3% |
302551 | 1 | 0.3% |
864683 | 1 | 0.3% |
Other values (300) | 300 |
Value | Count | Frequency (%) |
268922 | 1 | |
270163 | 1 | |
282971 | 1 | |
294242 | 1 | |
301371 | 1 | |
302551 | 1 | |
305252 | 1 | |
308107 | 1 | |
316216 | 1 | |
317520 | 1 |
Value | Count | Frequency (%) |
10998058 | 1 | |
7908369 | 1 | |
7894287 | 1 | |
7813359 | 1 | |
7649367 | 1 | |
7456611 | 1 | |
7436064 | 1 | |
7271532 | 1 | |
7271101 | 1 | |
7174040 | 1 |
일시금수급자수(명)
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 71 |
---|---|
Distinct (%) | 22.9% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 23.125806 |
Minimum | 0 |
---|---|
Maximum | 110 |
Zeros | 1 |
Zeros (%) | 0.3% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 2.9 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 2 |
Q1 | 8 |
median | 18 |
Q3 | 35 |
95-th percentile | 59 |
Maximum | 110 |
Range | 110 |
Interquartile range (IQR) | 27 |
Descriptive statistics
Standard deviation | 18.66864 |
---|---|
Coefficient of variation (CV) | 0.80726437 |
Kurtosis | 0.83453564 |
Mean | 23.125806 |
Median Absolute Deviation (MAD) | 12 |
Skewness | 1.0174535 |
Sum | 7169 |
Variance | 348.5181 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
4 | 17 | 5.5% |
9 | 15 | 4.8% |
10 | 14 | 4.5% |
21 | 11 | 3.5% |
7 | 11 | 3.5% |
5 | 11 | 3.5% |
2 | 11 | 3.5% |
16 | 9 | 2.9% |
17 | 9 | 2.9% |
3 | 9 | 2.9% |
Other values (61) | 193 |
Value | Count | Frequency (%) |
0 | 1 | 0.3% |
1 | 7 | |
2 | 11 | |
3 | 9 | |
4 | 17 | |
5 | 11 | |
6 | 6 | 1.9% |
7 | 11 | |
8 | 6 | 1.9% |
9 | 15 |
Value | Count | Frequency (%) |
110 | 1 | |
74 | 1 | |
71 | 1 | |
68 | 1 | |
67 | 1 | |
66 | 1 | |
65 | 2 | |
64 | 2 | |
63 | 1 | |
62 | 1 |
일시금지급액(원)
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 310 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 359527.95 |
Minimum | 0 |
---|---|
Maximum | 1492955 |
Zeros | 1 |
Zeros (%) | 0.3% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 2.9 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 33907.75 |
Q1 | 114784.25 |
median | 273933 |
Q3 | 542348.5 |
95-th percentile | 964186.9 |
Maximum | 1492955 |
Range | 1492955 |
Interquartile range (IQR) | 427564.25 |
Descriptive statistics
Standard deviation | 303852.38 |
---|---|
Coefficient of variation (CV) | 0.84514258 |
Kurtosis | 0.59609304 |
Mean | 359527.95 |
Median Absolute Deviation (MAD) | 188240.5 |
Skewness | 1.0655596 |
Sum | 1.1145366 × 108 |
Variance | 9.2326267 × 1010 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
58814 | 1 | 0.3% |
64322 | 1 | 0.3% |
352995 | 1 | 0.3% |
88012 | 1 | 0.3% |
463758 | 1 | 0.3% |
140776 | 1 | 0.3% |
678134 | 1 | 0.3% |
205885 | 1 | 0.3% |
4822 | 1 | 0.3% |
24622 | 1 | 0.3% |
Other values (300) | 300 |
Value | Count | Frequency (%) |
0 | 1 | |
4822 | 1 | |
10444 | 1 | |
12976 | 1 | |
13616 | 1 | |
17982 | 1 | |
18514 | 1 | |
19569 | 1 | |
20076 | 1 | |
22015 | 1 |
Value | Count | Frequency (%) |
1492955 | 1 | |
1448915 | 1 | |
1211275 | 1 | |
1197839 | 1 | |
1145718 | 1 | |
1123475 | 1 | |
1111901 | 1 | |
1086218 | 1 | |
1017258 | 1 | |
1007443 | 1 |
기준년도 | 시군명 | 전체수급자수(명) | 전체지급액(원) | 장애연금수급자수(명) | 장애연금지급액(원) | 일시금수급자수(명) | 일시금지급액(원) | |
---|---|---|---|---|---|---|---|---|
기준년도 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
시군명 | 0.000 | 1.000 | 0.930 | 0.890 | 0.935 | 0.897 | 0.840 | 0.779 |
전체수급자수(명) | 0.000 | 0.930 | 1.000 | 0.930 | 1.000 | 0.943 | 0.949 | 0.812 |
전체지급액(원) | 0.000 | 0.890 | 0.930 | 1.000 | 0.929 | 0.996 | 0.868 | 0.850 |
장애연금수급자수(명) | 0.000 | 0.935 | 1.000 | 0.929 | 1.000 | 0.945 | 0.945 | 0.804 |
장애연금지급액(원) | 0.000 | 0.897 | 0.943 | 0.996 | 0.945 | 1.000 | 0.853 | 0.817 |
일시금수급자수(명) | 0.000 | 0.840 | 0.949 | 0.868 | 0.945 | 0.853 | 1.000 | 0.868 |
일시금지급액(원) | 0.000 | 0.779 | 0.812 | 0.850 | 0.804 | 0.817 | 0.868 | 1.000 |
기준년도 | 전체수급자수(명) | 전체지급액(원) | 장애연금수급자수(명) | 장애연금지급액(원) | 일시금수급자수(명) | 일시금지급액(원) | 시군명 | |
---|---|---|---|---|---|---|---|---|
기준년도 | 1.000 | 0.071 | 0.142 | 0.071 | 0.138 | 0.057 | 0.167 | 0.000 |
전체수급자수(명) | 0.071 | 1.000 | 0.991 | 1.000 | 0.993 | 0.962 | 0.946 | 0.677 |
전체지급액(원) | 0.142 | 0.991 | 1.000 | 0.990 | 0.999 | 0.963 | 0.965 | 0.576 |
장애연금수급자수(명) | 0.071 | 1.000 | 0.990 | 1.000 | 0.993 | 0.957 | 0.942 | 0.689 |
장애연금지급액(원) | 0.138 | 0.993 | 0.999 | 0.993 | 1.000 | 0.954 | 0.953 | 0.590 |
일시금수급자수(명) | 0.057 | 0.962 | 0.963 | 0.957 | 0.954 | 1.000 | 0.982 | 0.504 |
일시금지급액(원) | 0.167 | 0.946 | 0.965 | 0.942 | 0.953 | 0.982 | 1.000 | 0.393 |
시군명 | 0.000 | 0.677 | 0.576 | 0.689 | 0.590 | 0.504 | 0.393 | 1.000 |
기준년도 | 시군명 | 전체수급자수(명) | 전체지급액(원) | 장애연금수급자수(명) | 장애연금지급액(원) | 일시금수급자수(명) | 일시금지급액(원) | |
---|---|---|---|---|---|---|---|---|
0 | 2022 | 가평군 | 126 | 633463 | 122 | 574649 | 4 | 58814 |
1 | 2022 | 고양시 | 1387 | 8542829 | 1332 | 7456611 | 55 | 1086218 |
2 | 2022 | 과천시 | 45 | 319031 | 44 | 294242 | 1 | 24789 |
3 | 2022 | 광명시 | 463 | 2764157 | 442 | 2363692 | 21 | 400465 |
4 | 2022 | 광주시 | 575 | 3008825 | 559 | 2748637 | 16 | 260188 |
5 | 2022 | 구리시 | 268 | 1476206 | 258 | 1275459 | 10 | 200747 |
6 | 2022 | 군포시 | 396 | 2472909 | 375 | 2002206 | 21 | 470703 |
7 | 2022 | 김포시 | 636 | 3701886 | 615 | 3336051 | 21 | 365835 |
8 | 2022 | 남양주시 | 1092 | 6130229 | 1054 | 5474293 | 38 | 655936 |
9 | 2022 | 동두천시 | 163 | 802929 | 159 | 745344 | 4 | 57585 |
기준년도 | 시군명 | 전체수급자수(명) | 전체지급액(원) | 장애연금수급자수(명) | 장애연금지급액(원) | 일시금수급자수(명) | 일시금지급액(원) | |
---|---|---|---|---|---|---|---|---|
300 | 2013 | 오산시 | 277 | 1252957 | 271 | 1177899 | 6 | 75058 |
301 | 2013 | 용인시 | 984 | 5130518 | 941 | 4564977 | 43 | 565541 |
302 | 2013 | 의왕시 | 181 | 928754 | 171 | 776371 | 10 | 152383 |
303 | 2013 | 의정부시 | 632 | 3192797 | 602 | 2743583 | 30 | 449214 |
304 | 2013 | 이천시 | 305 | 1374058 | 288 | 1179067 | 17 | 194991 |
305 | 2013 | 파주시 | 607 | 3089383 | 570 | 2559645 | 37 | 529738 |
306 | 2013 | 평택시 | 702 | 3130746 | 681 | 2831005 | 21 | 299741 |
307 | 2013 | 포천시 | 274 | 1232267 | 269 | 1147222 | 5 | 85045 |
308 | 2013 | 하남시 | 195 | 1062455 | 185 | 865802 | 10 | 196653 |
309 | 2013 | 화성시 | 733 | 3526063 | 703 | 3103895 | 30 | 422168 |