Dataset statistics
| Number of variables | 9 |
|---|---|
| Number of observations | 49 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 4.0 KiB |
| Average record size in memory | 83.7 B |
Variable types
| Numeric | 9 |
|---|
Dataset
| Description | 퇴직사유(의원면직, 명예퇴직, 정년퇴직, 일반퇴직, 직권면직, 사망 등)별 퇴직자 수에 대한 데이터입니다. 1974년부터 2022년까지 연 단위로 구분됩니다. |
|---|---|
| URL | https://www.data.go.kr/data/15053003/fileData.do |
연도 is highly overall correlated with 의원면직 and 4 other fields | High correlation |
의원면직 is highly overall correlated with 연도 and 5 other fields | High correlation |
명예퇴직 is highly overall correlated with 연도 and 4 other fields | High correlation |
정년퇴직 is highly overall correlated with 연도 and 4 other fields | High correlation |
일반퇴직 is highly overall correlated with 연도 and 5 other fields | High correlation |
직권면직 is highly overall correlated with 의원면직 and 2 other fields | High correlation |
사망 is highly overall correlated with 연도 and 5 other fields | High correlation |
연도 has unique values | Unique |
정년퇴직 has unique values | Unique |
당연퇴직 has unique values | Unique |
사망 has unique values | Unique |
기타 has unique values | Unique |
의원면직 has 9 (18.4%) zeros | Zeros |
명예퇴직 has 22 (44.9%) zeros | Zeros |
일반퇴직 has 40 (81.6%) zeros | Zeros |
직권면직 has 1 (2.0%) zeros | Zeros |
Reproduction
| Analysis started | 2023-12-12 17:25:44.565626 |
|---|---|
| Analysis finished | 2023-12-12 17:25:55.173829 |
| Duration | 10.61 seconds |
| Software version | ydata-profiling vv4.5.1 |
| Download configuration | config.json |
연도
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 49 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1998 |
| Minimum | 1974 |
|---|---|
| Maximum | 2022 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 573.0 B |
Quantile statistics
| Minimum | 1974 |
|---|---|
| 5-th percentile | 1976.4 |
| Q1 | 1986 |
| median | 1998 |
| Q3 | 2010 |
| 95-th percentile | 2019.6 |
| Maximum | 2022 |
| Range | 48 |
| Interquartile range (IQR) | 24 |
Descriptive statistics
| Standard deviation | 14.28869 |
|---|---|
| Coefficient of variation (CV) | 0.0071514966 |
| Kurtosis | -1.2 |
| Mean | 1998 |
| Median Absolute Deviation (MAD) | 12 |
| Skewness | 0 |
| Sum | 97902 |
| Variance | 204.16667 |
| Monotonicity | Strictly increasing |
Histogram with fixed size bins (bins=49)
| Value | Count | Frequency (%) |
| 1974 | 1 | 2.0% |
| 2011 | 1 | 2.0% |
| 2001 | 1 | 2.0% |
| 2002 | 1 | 2.0% |
| 2003 | 1 | 2.0% |
| 2004 | 1 | 2.0% |
| 2005 | 1 | 2.0% |
| 2006 | 1 | 2.0% |
| 2007 | 1 | 2.0% |
| 2008 | 1 | 2.0% |
| Other values (39) | 39 |
| Value | Count | Frequency (%) |
| 1974 | 1 | |
| 1975 | 1 | |
| 1976 | 1 | |
| 1977 | 1 | |
| 1978 | 1 | |
| 1979 | 1 | |
| 1980 | 1 | |
| 1981 | 1 | |
| 1982 | 1 | |
| 1983 | 1 |
| Value | Count | Frequency (%) |
| 2022 | 1 | |
| 2021 | 1 | |
| 2020 | 1 | |
| 2019 | 1 | |
| 2018 | 1 | |
| 2017 | 1 | |
| 2016 | 1 | |
| 2015 | 1 | |
| 2014 | 1 | |
| 2013 | 1 |
의원면직
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 41 |
|---|---|
| Distinct (%) | 83.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 13459.531 |
| Minimum | 0 |
|---|---|
| Maximum | 35398 |
| Zeros | 9 |
| Zeros (%) | 18.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 573.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 5330 |
| median | 15183 |
| Q3 | 20704 |
| 95-th percentile | 30612 |
| Maximum | 35398 |
| Range | 35398 |
| Interquartile range (IQR) | 15374 |
Descriptive statistics
| Standard deviation | 10226.928 |
|---|---|
| Coefficient of variation (CV) | 0.75982795 |
| Kurtosis | -0.8793018 |
| Mean | 13459.531 |
| Median Absolute Deviation (MAD) | 9359 |
| Skewness | 0.29692611 |
| Sum | 659517 |
| Variance | 1.0459005 × 108 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=41)
| Value | Count | Frequency (%) |
| 0 | 9 | 18.4% |
| 21975 | 1 | 2.0% |
| 5717 | 1 | 2.0% |
| 13120 | 1 | 2.0% |
| 13895 | 1 | 2.0% |
| 17016 | 1 | 2.0% |
| 15996 | 1 | 2.0% |
| 11685 | 1 | 2.0% |
| 9006 | 1 | 2.0% |
| 7261 | 1 | 2.0% |
| Other values (31) | 31 |
| Value | Count | Frequency (%) |
| 0 | 9 | |
| 4677 | 1 | 2.0% |
| 4986 | 1 | 2.0% |
| 5026 | 1 | 2.0% |
| 5330 | 1 | 2.0% |
| 5482 | 1 | 2.0% |
| 5601 | 1 | 2.0% |
| 5717 | 1 | 2.0% |
| 5741 | 1 | 2.0% |
| 5824 | 1 | 2.0% |
| Value | Count | Frequency (%) |
| 35398 | 1 | |
| 33498 | 1 | |
| 30862 | 1 | |
| 30237 | 1 | |
| 30161 | 1 | |
| 27985 | 1 | |
| 25086 | 1 | |
| 21975 | 1 | |
| 21902 | 1 | |
| 21481 | 1 |
명예퇴직
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 28 |
|---|---|
| Distinct (%) | 57.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5495.8571 |
| Minimum | 0 |
|---|---|
| Maximum | 35409 |
| Zeros | 22 |
| Zeros (%) | 44.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 573.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 3122 |
| Q3 | 9863 |
| 95-th percentile | 16540.6 |
| Maximum | 35409 |
| Range | 35409 |
| Interquartile range (IQR) | 9863 |
Descriptive statistics
| Standard deviation | 7194.8705 |
|---|---|
| Coefficient of variation (CV) | 1.3091444 |
| Kurtosis | 4.9207254 |
| Mean | 5495.8571 |
| Median Absolute Deviation (MAD) | 3122 |
| Skewness | 1.8633823 |
| Sum | 269297 |
| Variance | 51766161 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=28)
| Value | Count | Frequency (%) |
| 0 | 22 | |
| 6226 | 1 | 2.0% |
| 13887 | 1 | 2.0% |
| 12780 | 1 | 2.0% |
| 12721 | 1 | 2.0% |
| 10693 | 1 | 2.0% |
| 10497 | 1 | 2.0% |
| 9261 | 1 | 2.0% |
| 10297 | 1 | 2.0% |
| 15298 | 1 | 2.0% |
| Other values (18) | 18 |
| Value | Count | Frequency (%) |
| 0 | 22 | |
| 2738 | 1 | 2.0% |
| 2875 | 1 | 2.0% |
| 3122 | 1 | 2.0% |
| 3231 | 1 | 2.0% |
| 3482 | 1 | 2.0% |
| 3621 | 1 | 2.0% |
| 3944 | 1 | 2.0% |
| 5387 | 1 | 2.0% |
| 6226 | 1 | 2.0% |
| Value | Count | Frequency (%) |
| 35409 | 1 | |
| 20342 | 1 | |
| 17369 | 1 | |
| 15298 | 1 | |
| 14816 | 1 | |
| 13887 | 1 | |
| 12780 | 1 | |
| 12721 | 1 | |
| 12381 | 1 | |
| 10693 | 1 |
정년퇴직
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 49 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8407.8367 |
| Minimum | 655 |
|---|---|
| Maximum | 23870 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 573.0 B |
Quantile statistics
| Minimum | 655 |
|---|---|
| 5-th percentile | 1124.6 |
| Q1 | 3440 |
| median | 6537 |
| Q3 | 12020 |
| 95-th percentile | 18553.6 |
| Maximum | 23870 |
| Range | 23215 |
| Interquartile range (IQR) | 8580 |
Descriptive statistics
| Standard deviation | 5928.3906 |
|---|---|
| Coefficient of variation (CV) | 0.70510297 |
| Kurtosis | -0.44396726 |
| Mean | 8407.8367 |
| Median Absolute Deviation (MAD) | 4407 |
| Skewness | 0.67107364 |
| Sum | 411984 |
| Variance | 35145816 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=49)
| Value | Count | Frequency (%) |
| 1424 | 1 | 2.0% |
| 6426 | 1 | 2.0% |
| 7681 | 1 | 2.0% |
| 6419 | 1 | 2.0% |
| 9271 | 1 | 2.0% |
| 11132 | 1 | 2.0% |
| 9612 | 1 | 2.0% |
| 13660 | 1 | 2.0% |
| 11544 | 1 | 2.0% |
| 11270 | 1 | 2.0% |
| Other values (39) | 39 |
| Value | Count | Frequency (%) |
| 655 | 1 | |
| 822 | 1 | |
| 925 | 1 | |
| 1424 | 1 | |
| 1708 | 1 | |
| 2028 | 1 | |
| 2130 | 1 | |
| 2386 | 1 | |
| 2482 | 1 | |
| 3120 | 1 |
| Value | Count | Frequency (%) |
| 23870 | 1 | |
| 20180 | 1 | |
| 19338 | 1 | |
| 17377 | 1 | |
| 17261 | 1 | |
| 16362 | 1 | |
| 15871 | 1 | |
| 15823 | 1 | |
| 14839 | 1 | |
| 14452 | 1 |
일반퇴직
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 10 |
|---|---|
| Distinct (%) | 20.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2199.0408 |
| Minimum | 0 |
|---|---|
| Maximum | 19595 |
| Zeros | 40 |
| Zeros (%) | 81.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 573.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 12540.2 |
| Maximum | 19595 |
| Range | 19595 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 4918.7956 |
|---|---|
| Coefficient of variation (CV) | 2.2367914 |
| Kurtosis | 3.4684809 |
| Mean | 2199.0408 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.1113531 |
| Sum | 107753 |
| Variance | 24194550 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) |
| 0 | 40 | |
| 9892 | 1 | 2.0% |
| 8609 | 1 | 2.0% |
| 10448 | 1 | 2.0% |
| 9167 | 1 | 2.0% |
| 10037 | 1 | 2.0% |
| 10350 | 1 | 2.0% |
| 13935 | 1 | 2.0% |
| 15720 | 1 | 2.0% |
| 19595 | 1 | 2.0% |
| Value | Count | Frequency (%) |
| 0 | 40 | |
| 8609 | 1 | 2.0% |
| 9167 | 1 | 2.0% |
| 9892 | 1 | 2.0% |
| 10037 | 1 | 2.0% |
| 10350 | 1 | 2.0% |
| 10448 | 1 | 2.0% |
| 13935 | 1 | 2.0% |
| 15720 | 1 | 2.0% |
| 19595 | 1 | 2.0% |
| Value | Count | Frequency (%) |
| 19595 | 1 | 2.0% |
| 15720 | 1 | 2.0% |
| 13935 | 1 | 2.0% |
| 10448 | 1 | 2.0% |
| 10350 | 1 | 2.0% |
| 10037 | 1 | 2.0% |
| 9892 | 1 | 2.0% |
| 9167 | 1 | 2.0% |
| 8609 | 1 | 2.0% |
| 0 | 40 |
당연퇴직
Real number (ℝ)
UNIQUE
| Distinct | 49 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1546.6939 |
| Minimum | 84 |
|---|---|
| Maximum | 5425 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 573.0 B |
Quantile statistics
| Minimum | 84 |
|---|---|
| 5-th percentile | 140.4 |
| Q1 | 216 |
| median | 645 |
| Q3 | 2942 |
| 95-th percentile | 4287.8 |
| Maximum | 5425 |
| Range | 5341 |
| Interquartile range (IQR) | 2726 |
Descriptive statistics
| Standard deviation | 1588.3627 |
|---|---|
| Coefficient of variation (CV) | 1.0269406 |
| Kurtosis | -0.48818948 |
| Mean | 1546.6939 |
| Median Absolute Deviation (MAD) | 495 |
| Skewness | 0.91458296 |
| Sum | 75788 |
| Variance | 2522896 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=49)
| Value | Count | Frequency (%) |
| 175 | 1 | 2.0% |
| 613 | 1 | 2.0% |
| 2942 | 1 | 2.0% |
| 2970 | 1 | 2.0% |
| 3364 | 1 | 2.0% |
| 5233 | 1 | 2.0% |
| 3664 | 1 | 2.0% |
| 5425 | 1 | 2.0% |
| 4403 | 1 | 2.0% |
| 1187 | 1 | 2.0% |
| Other values (39) | 39 |
| Value | Count | Frequency (%) |
| 84 | 1 | |
| 130 | 1 | |
| 134 | 1 | |
| 150 | 1 | |
| 172 | 1 | |
| 175 | 1 | |
| 176 | 1 | |
| 186 | 1 | |
| 191 | 1 | |
| 192 | 1 |
| Value | Count | Frequency (%) |
| 5425 | 1 | |
| 5233 | 1 | |
| 4403 | 1 | |
| 4115 | 1 | |
| 4049 | 1 | |
| 3664 | 1 | |
| 3568 | 1 | |
| 3539 | 1 | |
| 3534 | 1 | |
| 3460 | 1 |
직권면직
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 46 |
|---|---|
| Distinct (%) | 93.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1576.6939 |
| Minimum | 0 |
|---|---|
| Maximum | 16253 |
| Zeros | 1 |
| Zeros (%) | 2.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 573.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 3.4 |
| Q1 | 65 |
| median | 276 |
| Q3 | 1278 |
| 95-th percentile | 8667.6 |
| Maximum | 16253 |
| Range | 16253 |
| Interquartile range (IQR) | 1213 |
Descriptive statistics
| Standard deviation | 3366.8815 |
|---|---|
| Coefficient of variation (CV) | 2.1354059 |
| Kurtosis | 10.604717 |
| Mean | 1576.6939 |
| Median Absolute Deviation (MAD) | 271 |
| Skewness | 3.253027 |
| Sum | 77258 |
| Variance | 11335891 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=46)
| Value | Count | Frequency (%) |
| 61 | 2 | 4.1% |
| 112 | 2 | 4.1% |
| 5 | 2 | 4.1% |
| 65 | 1 | 2.0% |
| 121 | 1 | 2.0% |
| 16253 | 1 | 2.0% |
| 492 | 1 | 2.0% |
| 111 | 1 | 2.0% |
| 276 | 1 | 2.0% |
| 11642 | 1 | 2.0% |
| Other values (36) | 36 |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 1 | 1 | |
| 3 | 1 | |
| 4 | 1 | |
| 5 | 2 | |
| 6 | 1 | |
| 9 | 1 | |
| 28 | 1 | |
| 41 | 1 | |
| 61 | 2 |
| Value | Count | Frequency (%) |
| 16253 | 1 | |
| 13187 | 1 | |
| 11642 | 1 | |
| 4206 | 1 | |
| 4145 | 1 | |
| 3947 | 1 | |
| 3883 | 1 | |
| 3123 | 1 | |
| 1836 | 1 | |
| 1445 | 1 |
사망
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 49 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1175.0612 |
| Minimum | 653 |
|---|---|
| Maximum | 2145 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 573.0 B |
Quantile statistics
| Minimum | 653 |
|---|---|
| 5-th percentile | 692.4 |
| Q1 | 837 |
| median | 1142 |
| Q3 | 1463 |
| 95-th percentile | 1772.2 |
| Maximum | 2145 |
| Range | 1492 |
| Interquartile range (IQR) | 626 |
Descriptive statistics
| Standard deviation | 389.15712 |
|---|---|
| Coefficient of variation (CV) | 0.3311803 |
| Kurtosis | -0.85873103 |
| Mean | 1175.0612 |
| Median Absolute Deviation (MAD) | 312 |
| Skewness | 0.48433291 |
| Sum | 57578 |
| Variance | 151443.27 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=49)
| Value | Count | Frequency (%) |
| 1142 | 1 | 2.0% |
| 875 | 1 | 2.0% |
| 926 | 1 | 2.0% |
| 966 | 1 | 2.0% |
| 945 | 1 | 2.0% |
| 916 | 1 | 2.0% |
| 901 | 1 | 2.0% |
| 844 | 1 | 2.0% |
| 826 | 1 | 2.0% |
| 858 | 1 | 2.0% |
| Other values (39) | 39 |
| Value | Count | Frequency (%) |
| 653 | 1 | |
| 672 | 1 | |
| 680 | 1 | |
| 711 | 1 | |
| 729 | 1 | |
| 735 | 1 | |
| 748 | 1 | |
| 763 | 1 | |
| 826 | 1 | |
| 830 | 1 |
| Value | Count | Frequency (%) |
| 2145 | 1 | |
| 1813 | 1 | |
| 1783 | 1 | |
| 1756 | 1 | |
| 1745 | 1 | |
| 1725 | 1 | |
| 1708 | 1 | |
| 1704 | 1 | |
| 1565 | 1 | |
| 1558 | 1 |
기타
Real number (ℝ)
UNIQUE
| Distinct | 49 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1458.7959 |
| Minimum | 191 |
|---|---|
| Maximum | 6511 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 573.0 B |
Quantile statistics
| Minimum | 191 |
|---|---|
| 5-th percentile | 304 |
| Q1 | 409 |
| median | 551 |
| Q3 | 1627 |
| 95-th percentile | 5559.2 |
| Maximum | 6511 |
| Range | 6320 |
| Interquartile range (IQR) | 1218 |
Descriptive statistics
| Standard deviation | 1743.8232 |
|---|---|
| Coefficient of variation (CV) | 1.1953853 |
| Kurtosis | 1.6615937 |
| Mean | 1458.7959 |
| Median Absolute Deviation (MAD) | 218 |
| Skewness | 1.7179149 |
| Sum | 71481 |
| Variance | 3040919.5 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=49)
| Value | Count | Frequency (%) |
| 471 | 1 | 2.0% |
| 5720 | 1 | 2.0% |
| 396 | 1 | 2.0% |
| 392 | 1 | 2.0% |
| 325 | 1 | 2.0% |
| 409 | 1 | 2.0% |
| 488 | 1 | 2.0% |
| 333 | 1 | 2.0% |
| 1221 | 1 | 2.0% |
| 5318 | 1 | 2.0% |
| Other values (39) | 39 |
| Value | Count | Frequency (%) |
| 191 | 1 | |
| 278 | 1 | |
| 290 | 1 | |
| 325 | 1 | |
| 333 | 1 | |
| 382 | 1 | |
| 386 | 1 | |
| 389 | 1 | |
| 392 | 1 | |
| 396 | 1 |
| Value | Count | Frequency (%) |
| 6511 | 1 | |
| 5760 | 1 | |
| 5720 | 1 | |
| 5318 | 1 | |
| 4948 | 1 | |
| 4611 | 1 | |
| 4116 | 1 | |
| 3639 | 1 | |
| 2872 | 1 | |
| 2642 | 1 |
| 연도 | 의원면직 | 명예퇴직 | 정년퇴직 | 일반퇴직 | 당연퇴직 | 직권면직 | 사망 | 기타 | |
|---|---|---|---|---|---|---|---|---|---|
| 연도 | 1.000 | 0.909 | 0.718 | 0.887 | 0.552 | 0.791 | 0.441 | 0.881 | 0.807 |
| 의원면직 | 0.909 | 1.000 | 0.497 | 0.624 | 0.263 | 0.567 | 0.000 | 0.761 | 0.000 |
| 명예퇴직 | 0.718 | 0.497 | 1.000 | 0.805 | 0.479 | 0.334 | 0.767 | 0.625 | 0.000 |
| 정년퇴직 | 0.887 | 0.624 | 0.805 | 1.000 | 0.759 | 0.677 | 0.618 | 0.739 | 0.000 |
| 일반퇴직 | 0.552 | 0.263 | 0.479 | 0.759 | 1.000 | 0.000 | 0.000 | 0.316 | 0.000 |
| 당연퇴직 | 0.791 | 0.567 | 0.334 | 0.677 | 0.000 | 1.000 | 0.538 | 0.433 | 0.915 |
| 직권면직 | 0.441 | 0.000 | 0.767 | 0.618 | 0.000 | 0.538 | 1.000 | 0.678 | 0.565 |
| 사망 | 0.881 | 0.761 | 0.625 | 0.739 | 0.316 | 0.433 | 0.678 | 1.000 | 0.000 |
| 기타 | 0.807 | 0.000 | 0.000 | 0.000 | 0.000 | 0.915 | 0.565 | 0.000 | 1.000 |
| 연도 | 의원면직 | 명예퇴직 | 정년퇴직 | 일반퇴직 | 당연퇴직 | 직권면직 | 사망 | 기타 | |
|---|---|---|---|---|---|---|---|---|---|
| 연도 | 1.000 | -0.929 | 0.849 | 0.897 | 0.674 | 0.238 | -0.480 | -0.747 | 0.050 |
| 의원면직 | -0.929 | 1.000 | -0.814 | -0.836 | -0.668 | -0.136 | 0.575 | 0.783 | -0.038 |
| 명예퇴직 | 0.849 | -0.814 | 1.000 | 0.852 | 0.582 | 0.200 | -0.407 | -0.751 | 0.022 |
| 정년퇴직 | 0.897 | -0.836 | 0.852 | 1.000 | 0.620 | 0.319 | -0.337 | -0.618 | 0.027 |
| 일반퇴직 | 0.674 | -0.668 | 0.582 | 0.620 | 1.000 | -0.423 | -0.667 | -0.654 | -0.243 |
| 당연퇴직 | 0.238 | -0.136 | 0.200 | 0.319 | -0.423 | 1.000 | 0.498 | 0.168 | 0.200 |
| 직권면직 | -0.480 | 0.575 | -0.407 | -0.337 | -0.667 | 0.498 | 1.000 | 0.769 | 0.119 |
| 사망 | -0.747 | 0.783 | -0.751 | -0.618 | -0.654 | 0.168 | 0.769 | 1.000 | 0.098 |
| 기타 | 0.050 | -0.038 | 0.022 | 0.027 | -0.243 | 0.200 | 0.119 | 0.098 | 1.000 |
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
| 연도 | 의원면직 | 명예퇴직 | 정년퇴직 | 일반퇴직 | 당연퇴직 | 직권면직 | 사망 | 기타 | |
|---|---|---|---|---|---|---|---|---|---|
| 0 | 1974 | 21975 | 0 | 1424 | 0 | 175 | 65 | 1142 | 471 |
| 1 | 1975 | 17045 | 0 | 1708 | 0 | 84 | 41 | 1198 | 708 |
| 2 | 1976 | 19622 | 0 | 2028 | 0 | 134 | 123 | 1183 | 1201 |
| 3 | 1977 | 20739 | 0 | 2482 | 0 | 150 | 61 | 1228 | 851 |
| 4 | 1978 | 27985 | 0 | 2130 | 0 | 130 | 248 | 1225 | 543 |
| 5 | 1979 | 30161 | 0 | 822 | 0 | 176 | 217 | 1309 | 467 |
| 6 | 1980 | 30862 | 0 | 655 | 0 | 192 | 341 | 1224 | 551 |
| 7 | 1981 | 35398 | 0 | 925 | 0 | 223 | 342 | 1399 | 406 |
| 8 | 1982 | 33498 | 0 | 2386 | 0 | 564 | 500 | 1384 | 512 |
| 9 | 1983 | 30237 | 0 | 3159 | 0 | 264 | 1010 | 1458 | 476 |
| 연도 | 의원면직 | 명예퇴직 | 정년퇴직 | 일반퇴직 | 당연퇴직 | 직권면직 | 사망 | 기타 | |
|---|---|---|---|---|---|---|---|---|---|
| 39 | 2013 | 5330 | 9863 | 7527 | 0 | 799 | 61 | 836 | 4948 |
| 40 | 2014 | 0 | 17369 | 14452 | 9892 | 408 | 28 | 763 | 1098 |
| 41 | 2015 | 0 | 15298 | 14349 | 8609 | 480 | 9 | 838 | 757 |
| 42 | 2016 | 0 | 10297 | 15823 | 10448 | 536 | 5 | 680 | 609 |
| 43 | 2017 | 0 | 9261 | 17261 | 9167 | 195 | 0 | 729 | 446 |
| 44 | 2018 | 0 | 10497 | 15871 | 10037 | 186 | 1 | 711 | 407 |
| 45 | 2019 | 0 | 10693 | 17377 | 10350 | 172 | 5 | 653 | 531 |
| 46 | 2020 | 0 | 12721 | 19338 | 13935 | 208 | 3 | 672 | 442 |
| 47 | 2021 | 0 | 12780 | 14839 | 15720 | 216 | 4 | 735 | 382 |
| 48 | 2022 | 0 | 13887 | 20180 | 19595 | 191 | 6 | 748 | 386 |