Dataset statistics
Number of variables | 8 |
---|---|
Number of observations | 118 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 8.3 KiB |
Average record size in memory | 72.1 B |
Variable types
Numeric | 7 |
---|---|
Categorical | 1 |
Dataset
Description | 산재보험 장애급여 종류별 수급 집계현황 |
---|---|
Author | 경기복지재단(경기도장애인복지종합지원센터) |
URL | https://data.gg.go.kr/portal/data/service/selectServicePage.do?&infId=9ZPAY1TL64U0OBSY1EIV26288827&infSeq=1 |
기준년도 is highly overall correlated with 전체수급자수(명) and 1 other fields | High correlation |
전체수급자수(명) is highly overall correlated with 기준년도 and 5 other fields | High correlation |
전체금액(백만원) is highly overall correlated with 전체수급자수(명) and 4 other fields | High correlation |
연금수급자수(명) is highly overall correlated with 기준년도 and 5 other fields | High correlation |
연금금액(백만원) is highly overall correlated with 전체수급자수(명) and 4 other fields | High correlation |
일시금수급자수(명) is highly overall correlated with 전체수급자수(명) and 4 other fields | High correlation |
일시금금액(백만원) is highly overall correlated with 전체수급자수(명) and 4 other fields | High correlation |
전체수급자수(명) has 6 (5.1%) zeros | Zeros |
전체금액(백만원) has 6 (5.1%) zeros | Zeros |
연금수급자수(명) has 6 (5.1%) zeros | Zeros |
연금금액(백만원) has 6 (5.1%) zeros | Zeros |
일시금수급자수(명) has 6 (5.1%) zeros | Zeros |
일시금금액(백만원) has 6 (5.1%) zeros | Zeros |
Reproduction
Analysis started | 2024-03-12 23:00:06.346551 |
---|---|
Analysis finished | 2024-03-12 23:00:10.559829 |
Duration | 4.21 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
기준년도
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 12 |
---|---|
Distinct (%) | 10.2% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 2017.9915 |
Minimum | 2012 |
---|---|
Maximum | 2023 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.2 KiB |
Quantile statistics
Minimum | 2012 |
---|---|
5-th percentile | 2012 |
Q1 | 2015 |
median | 2018 |
Q3 | 2021 |
95-th percentile | 2023 |
Maximum | 2023 |
Range | 11 |
Interquartile range (IQR) | 6 |
Descriptive statistics
Standard deviation | 3.4380867 |
---|---|
Coefficient of variation (CV) | 0.0017037171 |
Kurtosis | -1.1562015 |
Mean | 2017.9915 |
Median Absolute Deviation (MAD) | 3 |
Skewness | -0.1813849 |
Sum | 238123 |
Variance | 11.82044 |
Monotonicity | Decreasing |
Value | Count | Frequency (%) |
2023 | 12 | |
2022 | 12 | |
2021 | 11 | |
2020 | 11 | |
2019 | 10 | |
2018 | 10 | |
2017 | 10 | |
2016 | 10 | |
2015 | 8 | |
2014 | 8 | |
Other values (2) | 16 |
Value | Count | Frequency (%) |
2012 | 8 | |
2013 | 8 | |
2014 | 8 | |
2015 | 8 | |
2016 | 10 | |
2017 | 10 | |
2018 | 10 | |
2019 | 10 | |
2020 | 11 | |
2021 | 11 |
Value | Count | Frequency (%) |
2023 | 12 | |
2022 | 12 | |
2021 | 11 | |
2020 | 11 | |
2019 | 10 | |
2018 | 10 | |
2017 | 10 | |
2016 | 10 | |
2015 | 8 | |
2014 | 8 |
지사명
Categorical
Distinct | 12 |
---|---|
Distinct (%) | 10.2% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 1.1 KiB |
고양지사 | |
---|---|
부천지사 | |
성남지사 | |
수원지사 | |
안산지사 | |
Other values (7) |
Length
Max length | 5 |
---|---|
Median length | 4 |
Mean length | 4.1355932 |
Min length | 4 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 고양지사 |
---|---|
2nd row | 남양주지사 |
3rd row | 부천지사 |
4th row | 성남지사 |
5th row | 수원지사 |
Common Values
Value | Count | Frequency (%) |
고양지사 | 12 | |
부천지사 | 12 | |
성남지사 | 12 | |
수원지사 | 12 | |
안산지사 | 12 | |
안양지사 | 12 | |
의정부지사 | 12 | |
평택지사 | 12 | |
용인지사 | 8 | |
화성지사 | 8 | |
Other values (2) | 6 |
Length
Value | Count | Frequency (%) |
고양지사 | 12 | |
부천지사 | 12 | |
성남지사 | 12 | |
수원지사 | 12 | |
안산지사 | 12 | |
안양지사 | 12 | |
의정부지사 | 12 | |
평택지사 | 12 | |
용인지사 | 8 | |
화성지사 | 8 | |
Other values (2) | 6 |
전체수급자수(명)
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 108 |
---|---|
Distinct (%) | 91.5% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 1199.1102 |
Minimum | 0 |
---|---|
Maximum | 3449 |
Zeros | 6 |
Zeros (%) | 5.1% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.2 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 77.35 |
Q1 | 685 |
median | 953 |
Q3 | 1598.25 |
95-th percentile | 2800.75 |
Maximum | 3449 |
Range | 3449 |
Interquartile range (IQR) | 913.25 |
Descriptive statistics
Standard deviation | 770.68197 |
---|---|
Coefficient of variation (CV) | 0.64271156 |
Kurtosis | 0.089853346 |
Mean | 1199.1102 |
Median Absolute Deviation (MAD) | 378 |
Skewness | 0.83992631 |
Sum | 141495 |
Variance | 593950.7 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 6 | 5.1% |
748 | 2 | 1.7% |
846 | 2 | 1.7% |
1941 | 2 | 1.7% |
654 | 2 | 1.7% |
849 | 2 | 1.7% |
2287 | 1 | 0.8% |
2856 | 1 | 0.8% |
2350 | 1 | 0.8% |
1965 | 1 | 0.8% |
Other values (98) | 98 |
Value | Count | Frequency (%) |
0 | 6 | |
91 | 1 | 0.8% |
277 | 1 | 0.8% |
416 | 1 | 0.8% |
421 | 1 | 0.8% |
449 | 1 | 0.8% |
453 | 1 | 0.8% |
461 | 1 | 0.8% |
475 | 1 | 0.8% |
501 | 1 | 0.8% |
Value | Count | Frequency (%) |
3449 | 1 | |
3068 | 1 | |
3001 | 1 | |
2991 | 1 | |
2873 | 1 | |
2856 | 1 | |
2791 | 1 | |
2669 | 1 | |
2418 | 1 | |
2405 | 1 |
전체금액(백만원)
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 113 |
---|---|
Distinct (%) | 95.8% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 19165.814 |
Minimum | 0 |
---|---|
Maximum | 61757 |
Zeros | 6 |
Zeros (%) | 5.1% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.2 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 1252.05 |
Q1 | 9891.5 |
median | 14638.5 |
Q3 | 23006 |
95-th percentile | 45614.3 |
Maximum | 61757 |
Range | 61757 |
Interquartile range (IQR) | 13114.5 |
Descriptive statistics
Standard deviation | 13836.08 |
---|---|
Coefficient of variation (CV) | 0.72191457 |
Kurtosis | 0.29322949 |
Mean | 19165.814 |
Median Absolute Deviation (MAD) | 5468.5 |
Skewness | 1.0607543 |
Sum | 2261566 |
Variance | 1.9143711 × 108 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 6 | 5.1% |
11879 | 1 | 0.8% |
7112 | 1 | 0.8% |
40378 | 1 | 0.8% |
32618 | 1 | 0.8% |
22129 | 1 | 0.8% |
19043 | 1 | 0.8% |
7395 | 1 | 0.8% |
9630 | 1 | 0.8% |
16066 | 1 | 0.8% |
Other values (103) | 103 |
Value | Count | Frequency (%) |
0 | 6 | |
1473 | 1 | 0.8% |
4776 | 1 | 0.8% |
5355 | 1 | 0.8% |
5696 | 1 | 0.8% |
7062 | 1 | 0.8% |
7112 | 1 | 0.8% |
7230 | 1 | 0.8% |
7267 | 1 | 0.8% |
7375 | 1 | 0.8% |
Value | Count | Frequency (%) |
61757 | 1 | |
53649 | 1 | |
51573 | 1 | |
50686 | 1 | |
49388 | 1 | |
46891 | 1 | |
45389 | 1 | |
45224 | 1 | |
44590 | 1 | |
43701 | 1 |
연금수급자수(명)
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 80 |
---|---|
Distinct (%) | 67.8% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 348.60169 |
Minimum | 0 |
---|---|
Maximum | 1717 |
Zeros | 6 |
Zeros (%) | 5.1% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.2 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0.85 |
Q1 | 26 |
median | 44 |
Q3 | 681.75 |
95-th percentile | 1567.75 |
Maximum | 1717 |
Range | 1717 |
Interquartile range (IQR) | 655.75 |
Descriptive statistics
Standard deviation | 547.79685 |
---|---|
Coefficient of variation (CV) | 1.5714119 |
Kurtosis | 0.40038944 |
Mean | 348.60169 |
Median Absolute Deviation (MAD) | 23.5 |
Skewness | 1.4091083 |
Sum | 41135 |
Variance | 300081.39 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 6 | 5.1% |
22 | 5 | 4.2% |
29 | 5 | 4.2% |
44 | 5 | 4.2% |
39 | 4 | 3.4% |
37 | 2 | 1.7% |
31 | 2 | 1.7% |
26 | 2 | 1.7% |
41 | 2 | 1.7% |
65 | 2 | 1.7% |
Other values (70) | 83 |
Value | Count | Frequency (%) |
0 | 6 | |
1 | 1 | 0.8% |
3 | 1 | 0.8% |
9 | 1 | 0.8% |
10 | 1 | 0.8% |
13 | 2 | 1.7% |
14 | 1 | 0.8% |
17 | 2 | 1.7% |
18 | 1 | 0.8% |
19 | 1 | 0.8% |
Value | Count | Frequency (%) |
1717 | 1 | |
1703 | 1 | |
1661 | 1 | |
1659 | 1 | |
1632 | 1 | |
1572 | 1 | |
1567 | 1 | |
1552 | 1 | |
1532 | 1 | |
1530 | 1 |
연금금액(백만원)
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 112 |
---|---|
Distinct (%) | 94.9% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 6971.5424 |
Minimum | 0 |
---|---|
Maximum | 36191 |
Zeros | 6 |
Zeros (%) | 5.1% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.2 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 20.4 |
Q1 | 398.25 |
median | 759 |
Q3 | 12587.75 |
95-th percentile | 31824.7 |
Maximum | 36191 |
Range | 36191 |
Interquartile range (IQR) | 12189.5 |
Descriptive statistics
Standard deviation | 11242.619 |
---|---|
Coefficient of variation (CV) | 1.6126444 |
Kurtosis | 0.38904422 |
Mean | 6971.5424 |
Median Absolute Deviation (MAD) | 445.5 |
Skewness | 1.4169011 |
Sum | 822642 |
Variance | 1.2639648 × 108 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 6 | 5.1% |
449 | 2 | 1.7% |
654 | 1 | 0.8% |
417 | 1 | 0.8% |
26426 | 1 | 0.8% |
28804 | 1 | 0.8% |
19881 | 1 | 0.8% |
15069 | 1 | 0.8% |
1411 | 1 | 0.8% |
148 | 1 | 0.8% |
Other values (102) | 102 |
Value | Count | Frequency (%) |
0 | 6 | |
24 | 1 | 0.8% |
78 | 1 | 0.8% |
148 | 1 | 0.8% |
163 | 1 | 0.8% |
168 | 1 | 0.8% |
183 | 1 | 0.8% |
225 | 1 | 0.8% |
226 | 1 | 0.8% |
229 | 1 | 0.8% |
Value | Count | Frequency (%) |
36191 | 1 | |
35050 | 1 | |
33437 | 1 | |
33185 | 1 | |
32728 | 1 | |
32333 | 1 | |
31735 | 1 | |
31195 | 1 | |
29993 | 1 | |
29663 | 1 |
일시금수급자수(명)
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 107 |
---|---|
Distinct (%) | 90.7% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 814.55085 |
Minimum | 0 |
---|---|
Maximum | 1916 |
Zeros | 6 |
Zeros (%) | 5.1% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.2 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 76.5 |
Q1 | 578.25 |
median | 798.5 |
Q3 | 1050 |
95-th percentile | 1376.4 |
Maximum | 1916 |
Range | 1916 |
Interquartile range (IQR) | 471.75 |
Descriptive statistics
Standard deviation | 380.90061 |
---|---|
Coefficient of variation (CV) | 0.46762042 |
Kurtosis | 1.0095598 |
Mean | 814.55085 |
Median Absolute Deviation (MAD) | 234 |
Skewness | 0.35240505 |
Sum | 96117 |
Variance | 145085.28 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 6 | 5.1% |
1050 | 2 | 1.7% |
462 | 2 | 1.7% |
662 | 2 | 1.7% |
688 | 2 | 1.7% |
814 | 2 | 1.7% |
575 | 2 | 1.7% |
551 | 1 | 0.8% |
1329 | 1 | 0.8% |
499 | 1 | 0.8% |
Other values (97) | 97 |
Value | Count | Frequency (%) |
0 | 6 | |
90 | 1 | 0.8% |
274 | 1 | 0.8% |
323 | 1 | 0.8% |
358 | 1 | 0.8% |
419 | 1 | 0.8% |
425 | 1 | 0.8% |
440 | 1 | 0.8% |
458 | 1 | 0.8% |
462 | 2 | 1.7% |
Value | Count | Frequency (%) |
1916 | 1 | |
1905 | 1 | |
1875 | 1 | |
1817 | 1 | |
1559 | 1 | |
1441 | 1 | |
1365 | 1 | |
1342 | 1 | |
1330 | 1 | |
1329 | 1 |
일시금금액(백만원)
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 111 |
---|---|
Distinct (%) | 94.1% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 12194.195 |
Minimum | 0 |
---|---|
Maximum | 29290 |
Zeros | 6 |
Zeros (%) | 5.1% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.2 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 1096.5 |
Q1 | 9046.25 |
median | 11920.5 |
Q3 | 15293.25 |
95-th percentile | 20694.4 |
Maximum | 29290 |
Range | 29290 |
Interquartile range (IQR) | 6247 |
Descriptive statistics
Standard deviation | 5576.9999 |
---|---|
Coefficient of variation (CV) | 0.45734876 |
Kurtosis | 1.3676846 |
Mean | 12194.195 |
Median Absolute Deviation (MAD) | 3250 |
Skewness | 0.3405907 |
Sum | 1438915 |
Variance | 31102928 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 6 | 5.1% |
10991 | 2 | 1.7% |
9396 | 2 | 1.7% |
11225 | 1 | 0.8% |
6645 | 1 | 0.8% |
16533 | 1 | 0.8% |
11574 | 1 | 0.8% |
12737 | 1 | 0.8% |
7060 | 1 | 0.8% |
17632 | 1 | 0.8% |
Other values (101) | 101 |
Value | Count | Frequency (%) |
0 | 6 | |
1290 | 1 | 0.8% |
4752 | 1 | 0.8% |
5175 | 1 | 0.8% |
5192 | 1 | 0.8% |
6452 | 1 | 0.8% |
6540 | 1 | 0.8% |
6645 | 1 | 0.8% |
6829 | 1 | 0.8% |
6944 | 1 | 0.8% |
Value | Count | Frequency (%) |
29290 | 1 | |
28397 | 1 | |
28320 | 1 | |
27240 | 1 | |
22082 | 1 | |
21320 | 1 | |
20584 | 1 | |
20240 | 1 | |
18599 | 1 | |
18573 | 1 |
기준년도 | 지사명 | 전체수급자수(명) | 전체금액(백만원) | 연금수급자수(명) | 연금금액(백만원) | 일시금수급자수(명) | 일시금금액(백만원) | |
---|---|---|---|---|---|---|---|---|
기준년도 | 1.000 | 0.000 | 0.481 | 0.463 | 0.639 | 0.552 | 0.387 | 0.256 |
지사명 | 0.000 | 1.000 | 0.691 | 0.680 | 0.643 | 0.657 | 0.724 | 0.690 |
전체수급자수(명) | 0.481 | 0.691 | 1.000 | 0.975 | 0.809 | 0.741 | 0.921 | 0.787 |
전체금액(백만원) | 0.463 | 0.680 | 0.975 | 1.000 | 0.848 | 0.866 | 0.917 | 0.845 |
연금수급자수(명) | 0.639 | 0.643 | 0.809 | 0.848 | 1.000 | 0.980 | 0.375 | 0.310 |
연금금액(백만원) | 0.552 | 0.657 | 0.741 | 0.866 | 0.980 | 1.000 | 0.213 | 0.201 |
일시금수급자수(명) | 0.387 | 0.724 | 0.921 | 0.917 | 0.375 | 0.213 | 1.000 | 0.927 |
일시금금액(백만원) | 0.256 | 0.690 | 0.787 | 0.845 | 0.310 | 0.201 | 0.927 | 1.000 |
기준년도 | 전체수급자수(명) | 전체금액(백만원) | 연금수급자수(명) | 연금금액(백만원) | 일시금수급자수(명) | 일시금금액(백만원) | 지사명 | |
---|---|---|---|---|---|---|---|---|
기준년도 | 1.000 | -0.571 | -0.487 | -0.520 | -0.486 | -0.244 | -0.071 | 0.000 |
전체수급자수(명) | -0.571 | 1.000 | 0.966 | 0.892 | 0.840 | 0.868 | 0.778 | 0.373 |
전체금액(백만원) | -0.487 | 0.966 | 1.000 | 0.928 | 0.891 | 0.818 | 0.779 | 0.363 |
연금수급자수(명) | -0.520 | 0.892 | 0.928 | 1.000 | 0.971 | 0.694 | 0.635 | 0.329 |
연금금액(백만원) | -0.486 | 0.840 | 0.891 | 0.971 | 1.000 | 0.627 | 0.575 | 0.340 |
일시금수급자수(명) | -0.244 | 0.868 | 0.818 | 0.694 | 0.627 | 1.000 | 0.954 | 0.405 |
일시금금액(백만원) | -0.071 | 0.778 | 0.779 | 0.635 | 0.575 | 0.954 | 1.000 | 0.373 |
지사명 | 0.000 | 0.373 | 0.363 | 0.329 | 0.340 | 0.405 | 0.373 | 1.000 |
기준년도 | 지사명 | 전체수급자수(명) | 전체금액(백만원) | 연금수급자수(명) | 연금금액(백만원) | 일시금수급자수(명) | 일시금금액(백만원) | |
---|---|---|---|---|---|---|---|---|
0 | 2023 | 고양지사 | 607 | 11879 | 37 | 654 | 570 | 11225 |
1 | 2023 | 남양주지사 | 579 | 10800 | 22 | 542 | 557 | 10258 |
2 | 2023 | 부천지사 | 1202 | 20979 | 55 | 739 | 1148 | 20240 |
3 | 2023 | 성남지사 | 1054 | 19629 | 70 | 1626 | 984 | 18003 |
4 | 2023 | 수원지사 | 835 | 15726 | 45 | 822 | 790 | 14905 |
5 | 2023 | 안산지사 | 1967 | 30208 | 63 | 917 | 1905 | 29290 |
6 | 2023 | 안양지사 | 896 | 15704 | 49 | 974 | 847 | 14730 |
7 | 2023 | 용인지사 | 654 | 11314 | 20 | 323 | 634 | 10991 |
8 | 2023 | 의정부지사 | 1035 | 19578 | 60 | 1214 | 975 | 18363 |
9 | 2023 | 파주지사 | 277 | 4776 | 3 | 24 | 274 | 4752 |
기준년도 | 지사명 | 전체수급자수(명) | 전체금액(백만원) | 연금수급자수(명) | 연금금액(백만원) | 일시금수급자수(명) | 일시금금액(백만원) | |
---|---|---|---|---|---|---|---|---|
108 | 2013 | 의정부지사 | 2791 | 43701 | 1515 | 27115 | 1276 | 16586 |
109 | 2013 | 평택지사 | 1496 | 26681 | 682 | 12086 | 814 | 14595 |
110 | 2012 | 고양지사 | 1196 | 20009 | 678 | 13557 | 518 | 6452 |
111 | 2012 | 부천지사 | 1998 | 32202 | 948 | 18047 | 1050 | 14155 |
112 | 2012 | 성남지사 | 2240 | 42275 | 1190 | 28353 | 1050 | 13921 |
113 | 2012 | 수원지사 | 1941 | 36875 | 1092 | 24714 | 849 | 12160 |
114 | 2012 | 안산지사 | 3449 | 61757 | 1632 | 33437 | 1817 | 28320 |
115 | 2012 | 안양지사 | 2405 | 45389 | 1530 | 31195 | 875 | 14193 |
116 | 2012 | 의정부지사 | 2669 | 41650 | 1462 | 26631 | 1207 | 15019 |
117 | 2012 | 평택지사 | 1856 | 33009 | 681 | 11689 | 1175 | 21320 |