Dataset statistics
Number of variables | 5 |
---|---|
Number of observations | 41 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 1.9 KiB |
Average record size in memory | 48.2 B |
Variable types
Numeric | 5 |
---|
Dataset
Description | 연도별 공무원연금 선택(일시금, 연금, 연금선택률) 추이 데이터입니다. 1982년부터 2022년까지 연도별로 구분되어 있습니다. |
---|---|
URL | https://www.data.go.kr/data/15052978/fileData.do |
구분 is highly overall correlated with 연금선택가능 퇴직인원 and 3 other fields | High correlation |
연금선택가능 퇴직인원 is highly overall correlated with 구분 and 2 other fields | High correlation |
퇴직 및 유족급여(일시금선택) is highly overall correlated with 구분 and 1 other fields | High correlation |
퇴직 및 유족급여(연금선택) is highly overall correlated with 구분 and 2 other fields | High correlation |
연금선택률(퍼센트) is highly overall correlated with 구분 and 3 other fields | High correlation |
구분 has unique values | Unique |
연금선택가능 퇴직인원 has unique values | Unique |
퇴직 및 유족급여(일시금선택) has unique values | Unique |
퇴직 및 유족급여(연금선택) has unique values | Unique |
연금선택률(퍼센트) has unique values | Unique |
Reproduction
Analysis started | 2023-12-12 18:21:06.728423 |
---|---|
Analysis finished | 2023-12-12 18:21:10.020589 |
Duration | 3.29 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
구분
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 41 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 2002 |
Minimum | 1982 |
---|---|
Maximum | 2022 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 501.0 B |
Quantile statistics
Minimum | 1982 |
---|---|
5-th percentile | 1984 |
Q1 | 1992 |
median | 2002 |
Q3 | 2012 |
95-th percentile | 2020 |
Maximum | 2022 |
Range | 40 |
Interquartile range (IQR) | 20 |
Descriptive statistics
Standard deviation | 11.979149 |
---|---|
Coefficient of variation (CV) | 0.0059835907 |
Kurtosis | -1.2 |
Mean | 2002 |
Median Absolute Deviation (MAD) | 10 |
Skewness | 0 |
Sum | 82082 |
Variance | 143.5 |
Monotonicity | Strictly increasing |
Value | Count | Frequency (%) |
1982 | 1 | 2.4% |
2013 | 1 | 2.4% |
2005 | 1 | 2.4% |
2006 | 1 | 2.4% |
2007 | 1 | 2.4% |
2008 | 1 | 2.4% |
2009 | 1 | 2.4% |
2010 | 1 | 2.4% |
2011 | 1 | 2.4% |
2012 | 1 | 2.4% |
Other values (31) | 31 |
Value | Count | Frequency (%) |
1982 | 1 | |
1983 | 1 | |
1984 | 1 | |
1985 | 1 | |
1986 | 1 | |
1987 | 1 | |
1988 | 1 | |
1989 | 1 | |
1990 | 1 | |
1991 | 1 |
Value | Count | Frequency (%) |
2022 | 1 | |
2021 | 1 | |
2020 | 1 | |
2019 | 1 | |
2018 | 1 | |
2017 | 1 | |
2016 | 1 | |
2015 | 1 | |
2014 | 1 | |
2013 | 1 |
연금선택가능 퇴직인원
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 41 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 19761.512 |
Minimum | 5106 |
---|---|
Maximum | 59612 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 501.0 B |
Quantile statistics
Minimum | 5106 |
---|---|
5-th percentile | 5936 |
Q1 | 9576 |
median | 16822 |
Q3 | 30604 |
95-th percentile | 35984 |
Maximum | 59612 |
Range | 54506 |
Interquartile range (IQR) | 21028 |
Descriptive statistics
Standard deviation | 11953.144 |
---|---|
Coefficient of variation (CV) | 0.60486988 |
Kurtosis | 1.3896511 |
Mean | 19761.512 |
Median Absolute Deviation (MAD) | 8569 |
Skewness | 1.0206589 |
Sum | 810222 |
Variance | 1.4287764 × 108 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
5106 | 1 | 2.4% |
19927 | 1 | 2.4% |
23831 | 1 | 2.4% |
19805 | 1 | 2.4% |
20828 | 1 | 2.4% |
25941 | 1 | 2.4% |
15098 | 1 | 2.4% |
19967 | 1 | 2.4% |
16505 | 1 | 2.4% |
22888 | 1 | 2.4% |
Other values (31) | 31 |
Value | Count | Frequency (%) |
5106 | 1 | |
5491 | 1 | |
5936 | 1 | |
6036 | 1 | |
6199 | 1 | |
7331 | 1 | |
7966 | 1 | |
8253 | 1 | |
8427 | 1 | |
8789 | 1 |
Value | Count | Frequency (%) |
59612 | 1 | |
38661 | 1 | |
35984 | 1 | |
35419 | 1 | |
34541 | 1 | |
32147 | 1 | |
31719 | 1 | |
31675 | 1 | |
30889 | 1 | |
30646 | 1 |
퇴직 및 유족급여(일시금선택)
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 41 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 4023.561 |
Minimum | 1260 |
---|---|
Maximum | 19845 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 501.0 B |
Quantile statistics
Minimum | 1260 |
---|---|
5-th percentile | 1276 |
Q1 | 1570 |
median | 2736 |
Q3 | 4446 |
95-th percentile | 8911 |
Maximum | 19845 |
Range | 18585 |
Interquartile range (IQR) | 2876 |
Descriptive statistics
Standard deviation | 4030.2055 |
---|---|
Coefficient of variation (CV) | 1.0016514 |
Kurtosis | 9.2171429 |
Mean | 4023.561 |
Median Absolute Deviation (MAD) | 1391 |
Skewness | 2.8742503 |
Sum | 164966 |
Variance | 16242556 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
3440 | 1 | 2.4% |
1270 | 1 | 2.4% |
1276 | 1 | 2.4% |
1421 | 1 | 2.4% |
1363 | 1 | 2.4% |
1588 | 1 | 2.4% |
1282 | 1 | 2.4% |
1321 | 1 | 2.4% |
1260 | 1 | 2.4% |
1442 | 1 | 2.4% |
Other values (31) | 31 |
Value | Count | Frequency (%) |
1260 | 1 | |
1270 | 1 | |
1276 | 1 | |
1282 | 1 | |
1321 | 1 | |
1363 | 1 | |
1378 | 1 | |
1401 | 1 | |
1421 | 1 | |
1442 | 1 |
Value | Count | Frequency (%) |
19845 | 1 | |
18893 | 1 | |
8911 | 1 | |
7530 | 1 | |
7003 | 1 | |
6015 | 1 | |
5953 | 1 | |
5561 | 1 | |
5097 | 1 | |
4955 | 1 |
퇴직 및 유족급여(연금선택)
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 41 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 15737.951 |
Minimum | 1600 |
---|---|
Maximum | 39767 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 501.0 B |
Quantile statistics
Minimum | 1600 |
---|---|
5-th percentile | 1809 |
Q1 | 4621 |
median | 13929 |
Q3 | 24353 |
95-th percentile | 33734 |
Maximum | 39767 |
Range | 38167 |
Interquartile range (IQR) | 19732 |
Descriptive statistics
Standard deviation | 11375.172 |
---|---|
Coefficient of variation (CV) | 0.72278606 |
Kurtosis | -1.0808709 |
Mean | 15737.951 |
Median Absolute Deviation (MAD) | 9586 |
Skewness | 0.40373715 |
Sum | 645256 |
Variance | 1.2939453 × 108 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
1666 | 1 | 2.4% |
18657 | 1 | 2.4% |
22555 | 1 | 2.4% |
18384 | 1 | 2.4% |
19465 | 1 | 2.4% |
24353 | 1 | 2.4% |
13816 | 1 | 2.4% |
18646 | 1 | 2.4% |
15245 | 1 | 2.4% |
21446 | 1 | 2.4% |
Other values (31) | 31 |
Value | Count | Frequency (%) |
1600 | 1 | |
1666 | 1 | |
1809 | 1 | |
1832 | 1 | |
1875 | 1 | |
3021 | 1 | |
3156 | 1 | |
3871 | 1 | |
4203 | 1 | |
4343 | 1 |
Value | Count | Frequency (%) |
39767 | 1 | |
35777 | 1 | |
33734 | 1 | |
32971 | 1 | |
30746 | 1 | |
29957 | 1 | |
29519 | 1 | |
28581 | 1 | |
28568 | 1 | |
28556 | 1 |
연금선택률(퍼센트)
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 41 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 70.977389 |
Minimum | 29.13859 |
---|---|
Maximum | 95.641895 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 501.0 B |
Quantile statistics
Minimum | 29.13859 |
---|---|
5-th percentile | 30.351226 |
Q1 | 48.594025 |
median | 83.950969 |
Q3 | 93.308064 |
95-th percentile | 94.64563 |
Maximum | 95.641895 |
Range | 66.503305 |
Interquartile range (IQR) | 44.71404 |
Descriptive statistics
Standard deviation | 24.749558 |
---|---|
Coefficient of variation (CV) | 0.34869637 |
Kurtosis | -1.5189753 |
Mean | 70.977389 |
Median Absolute Deviation (MAD) | 10.69466 |
Skewness | -0.44571053 |
Sum | 2910.0729 |
Variance | 612.54062 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
32.62828045 | 1 | 2.4% |
93.62673759 | 1 | 2.4% |
94.64562964 | 1 | 2.4% |
92.82504418 | 1 | 2.4% |
93.45592472 | 1 | 2.4% |
93.87841641 | 1 | 2.4% |
91.50880911 | 1 | 2.4% |
93.38408374 | 1 | 2.4% |
92.36594971 | 1 | 2.4% |
93.69975533 | 1 | 2.4% |
Other values (31) | 31 |
Value | Count | Frequency (%) |
29.13859042 | 1 | |
30.246814 | 1 | |
30.35122598 | 1 | |
30.47506739 | 1 | |
32.62828045 | 1 | |
38.24063977 | 1 | |
41.20856636 | 1 | |
46.65857308 | 1 | |
48.25605681 | 1 | |
48.42574372 | 1 |
Value | Count | Frequency (%) |
95.64189504 | 1 | |
95.45467705 | 1 | |
94.64562964 | 1 | |
94.57616417 | 1 | |
93.87841641 | 1 | |
93.74722099 | 1 | |
93.69975533 | 1 | |
93.62673759 | 1 | |
93.45592472 | 1 | |
93.38408374 | 1 |
구분 | 연금선택가능 퇴직인원 | 퇴직 및 유족급여(일시금선택) | 퇴직 및 유족급여(연금선택) | 연금선택률(퍼센트) | |
---|---|---|---|---|---|
구분 | 1.000 | 0.671 | 0.736 | 0.714 | 0.822 |
연금선택가능 퇴직인원 | 0.671 | 1.000 | 0.671 | 0.917 | 0.800 |
퇴직 및 유족급여(일시금선택) | 0.736 | 0.671 | 1.000 | 0.791 | 0.787 |
퇴직 및 유족급여(연금선택) | 0.714 | 0.917 | 0.791 | 1.000 | 0.742 |
연금선택률(퍼센트) | 0.822 | 0.800 | 0.787 | 0.742 | 1.000 |
구분 | 연금선택가능 퇴직인원 | 퇴직 및 유족급여(일시금선택) | 퇴직 및 유족급여(연금선택) | 연금선택률(퍼센트) | |
---|---|---|---|---|---|
구분 | 1.000 | 0.843 | -0.595 | 0.906 | 0.894 |
연금선택가능 퇴직인원 | 0.843 | 1.000 | -0.233 | 0.967 | 0.755 |
퇴직 및 유족급여(일시금선택) | -0.595 | -0.233 | 1.000 | -0.392 | -0.714 |
퇴직 및 유족급여(연금선택) | 0.906 | 0.967 | -0.392 | 1.000 | 0.856 |
연금선택률(퍼센트) | 0.894 | 0.755 | -0.714 | 0.856 | 1.000 |
구분 | 연금선택가능 퇴직인원 | 퇴직 및 유족급여(일시금선택) | 퇴직 및 유족급여(연금선택) | 연금선택률(퍼센트) | |
---|---|---|---|---|---|
0 | 1982 | 5106 | 3440 | 1666 | 32.62828 |
1 | 1983 | 6199 | 4324 | 1875 | 30.246814 |
2 | 1984 | 5491 | 3891 | 1600 | 29.13859 |
3 | 1985 | 5936 | 4127 | 1809 | 30.475067 |
4 | 1986 | 6036 | 4204 | 1832 | 30.351226 |
5 | 1987 | 7966 | 4095 | 3871 | 48.594025 |
6 | 1988 | 8253 | 5097 | 3156 | 38.24064 |
7 | 1989 | 7331 | 4310 | 3021 | 41.208566 |
8 | 1990 | 8427 | 4224 | 4203 | 49.8754 |
9 | 1991 | 8789 | 4446 | 4343 | 49.41404 |
구분 | 연금선택가능 퇴직인원 | 퇴직 및 유족급여(일시금선택) | 퇴직 및 유족급여(연금선택) | 연금선택률(퍼센트) | |
---|---|---|---|---|---|
31 | 2013 | 19927 | 1270 | 18657 | 93.626738 |
32 | 2014 | 34541 | 1570 | 32971 | 95.454677 |
33 | 2015 | 32147 | 1401 | 30746 | 95.641895 |
34 | 2016 | 30889 | 2321 | 28568 | 92.485998 |
35 | 2017 | 30646 | 2065 | 28581 | 93.261763 |
36 | 2018 | 30604 | 2048 | 28556 | 93.308064 |
37 | 2019 | 31675 | 1718 | 29957 | 94.576164 |
38 | 2020 | 35984 | 2250 | 33734 | 93.747221 |
39 | 2021 | 31719 | 2200 | 29519 | 93.064094 |
40 | 2022 | 38661 | 2884 | 35777 | 92.5 |