Dataset statistics
| Number of variables | 11 |
|---|---|
| Number of observations | 26 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 2.6 KiB |
| Average record size in memory | 104.1 B |
Variable types
| Numeric | 11 |
|---|
Dataset
| Description | 사립학교교직원연금공단 사학연금수급자 현황과 관련된 데이터로 연도별, 연금종류별(퇴직연금, 유족연금, 장해연금, 연계퇴직연금) 인원, 평균 연금액 등의 항목을 제공합니다. (단위 : 명, 천원) |
|---|---|
| URL | https://www.data.go.kr/data/15045820/fileData.do |
연도 is highly overall correlated with 퇴직연금 인원(명) and 8 other fields | High correlation |
퇴직연금 인원(명) is highly overall correlated with 연도 and 8 other fields | High correlation |
퇴직연금 평균 연금액 is highly overall correlated with 연도 and 8 other fields | High correlation |
유족연금 인원(명) is highly overall correlated with 연도 and 8 other fields | High correlation |
유족연금 평균 연금액 is highly overall correlated with 연도 and 9 other fields | High correlation |
장해연금 인원(명) is highly overall correlated with 연도 and 8 other fields | High correlation |
장해연금 평균 연금액 is highly overall correlated with 연도 and 9 other fields | High correlation |
장해유족연금 인원(명) is highly overall correlated with 연도 and 8 other fields | High correlation |
장해유족연금 평균 연금액 is highly overall correlated with 유족연금 평균 연금액 and 2 other fields | High correlation |
연계퇴직연금 인원(명) is highly overall correlated with 연도 and 8 other fields | High correlation |
연계퇴직연금 평균연금액 is highly overall correlated with 연도 and 9 other fields | High correlation |
연도 has unique values | Unique |
퇴직연금 인원(명) has unique values | Unique |
퇴직연금 평균 연금액 has unique values | Unique |
유족연금 인원(명) has unique values | Unique |
유족연금 평균 연금액 has unique values | Unique |
장해연금 평균 연금액 has unique values | Unique |
장해유족연금 인원(명) has 6 (23.1%) zeros | Zeros |
장해유족연금 평균 연금액 has 6 (23.1%) zeros | Zeros |
연계퇴직연금 인원(명) has 12 (46.2%) zeros | Zeros |
연계퇴직연금 평균연금액 has 12 (46.2%) zeros | Zeros |
Reproduction
| Analysis started | 2023-12-12 18:35:32.121358 |
|---|---|
| Analysis finished | 2023-12-12 18:35:49.086403 |
| Duration | 16.97 seconds |
| Software version | ydata-profiling vv4.5.1 |
| Download configuration | config.json |
연도
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 26 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2009.5 |
| Minimum | 1997 |
|---|---|
| Maximum | 2022 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 366.0 B |
Quantile statistics
| Minimum | 1997 |
|---|---|
| 5-th percentile | 1998.25 |
| Q1 | 2003.25 |
| median | 2009.5 |
| Q3 | 2015.75 |
| 95-th percentile | 2020.75 |
| Maximum | 2022 |
| Range | 25 |
| Interquartile range (IQR) | 12.5 |
Descriptive statistics
| Standard deviation | 7.6485293 |
|---|---|
| Coefficient of variation (CV) | 0.0038061853 |
| Kurtosis | -1.2 |
| Mean | 2009.5 |
| Median Absolute Deviation (MAD) | 6.5 |
| Skewness | 0 |
| Sum | 52247 |
| Variance | 58.5 |
| Monotonicity | Strictly increasing |
Histogram with fixed size bins (bins=26)
| Value | Count | Frequency (%) |
| 1997 | 1 | 3.8% |
| 2011 | 1 | 3.8% |
| 2022 | 1 | 3.8% |
| 2021 | 1 | 3.8% |
| 2020 | 1 | 3.8% |
| 2019 | 1 | 3.8% |
| 2018 | 1 | 3.8% |
| 2017 | 1 | 3.8% |
| 2016 | 1 | 3.8% |
| 2015 | 1 | 3.8% |
| Other values (16) | 16 |
| Value | Count | Frequency (%) |
| 1997 | 1 | |
| 1998 | 1 | |
| 1999 | 1 | |
| 2000 | 1 | |
| 2001 | 1 | |
| 2002 | 1 | |
| 2003 | 1 | |
| 2004 | 1 | |
| 2005 | 1 | |
| 2006 | 1 |
| Value | Count | Frequency (%) |
| 2022 | 1 | |
| 2021 | 1 | |
| 2020 | 1 | |
| 2019 | 1 | |
| 2018 | 1 | |
| 2017 | 1 | |
| 2016 | 1 | |
| 2015 | 1 | |
| 2014 | 1 | |
| 2013 | 1 |
퇴직연금 인원(명)
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 26 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 38584.538 |
| Minimum | 4997 |
|---|---|
| Maximum | 94086 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 366.0 B |
Quantile statistics
| Minimum | 4997 |
|---|---|
| 5-th percentile | 6874.25 |
| Q1 | 17017.5 |
| median | 32611.5 |
| Q3 | 56105.5 |
| 95-th percentile | 85603.25 |
| Maximum | 94086 |
| Range | 89089 |
| Interquartile range (IQR) | 39088 |
Descriptive statistics
| Standard deviation | 26230.673 |
|---|---|
| Coefficient of variation (CV) | 0.67982343 |
| Kurtosis | -0.62506287 |
| Mean | 38584.538 |
| Median Absolute Deviation (MAD) | 18295.5 |
| Skewness | 0.66299543 |
| Sum | 1003198 |
| Variance | 6.8804821 × 108 |
| Monotonicity | Strictly increasing |
Histogram with fixed size bins (bins=26)
| Value | Count | Frequency (%) |
| 4997 | 1 | 3.8% |
| 36849 | 1 | 3.8% |
| 94086 | 1 | 3.8% |
| 87273 | 1 | 3.8% |
| 80594 | 1 | 3.8% |
| 73832 | 1 | 3.8% |
| 67607 | 1 | 3.8% |
| 61692 | 1 | 3.8% |
| 57084 | 1 | 3.8% |
| 53170 | 1 | 3.8% |
| Other values (16) | 16 |
| Value | Count | Frequency (%) |
| 4997 | 1 | |
| 5863 | 1 | |
| 9908 | 1 | |
| 12626 | 1 | |
| 13708 | 1 | |
| 14924 | 1 | |
| 16542 | 1 | |
| 18444 | 1 | |
| 20412 | 1 | |
| 22638 | 1 |
| Value | Count | Frequency (%) |
| 94086 | 1 | |
| 87273 | 1 | |
| 80594 | 1 | |
| 73832 | 1 | |
| 67607 | 1 | |
| 61692 | 1 | |
| 57084 | 1 | |
| 53170 | 1 | |
| 47782 | 1 | |
| 43697 | 1 |
퇴직연금 평균 연금액
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 26 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2270435.8 |
| Minimum | 1346800 |
|---|---|
| Maximum | 2994830 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 366.0 B |
Quantile statistics
| Minimum | 1346800 |
|---|---|
| 5-th percentile | 1354542.5 |
| Q1 | 1829212.5 |
| median | 2371635 |
| Q3 | 2824342.5 |
| 95-th percentile | 2924717.8 |
| Maximum | 2994830 |
| Range | 1648030 |
| Interquartile range (IQR) | 995130 |
Descriptive statistics
| Standard deviation | 585464.99 |
|---|---|
| Coefficient of variation (CV) | 0.25786458 |
| Kurtosis | -1.3254333 |
| Mean | 2270435.8 |
| Median Absolute Deviation (MAD) | 470300 |
| Skewness | -0.43054767 |
| Sum | 59031331 |
| Variance | 3.4276925 × 1011 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=26)
| Value | Count | Frequency (%) |
| 1365170 | 1 | 3.8% |
| 2500430 | 1 | 3.8% |
| 2994830 | 1 | 3.8% |
| 2935580 | 1 | 3.8% |
| 2892131 | 1 | 3.8% |
| 2873790 | 1 | 3.8% |
| 2859260 | 1 | 3.8% |
| 2845480 | 1 | 3.8% |
| 2826720 | 1 | 3.8% |
| 2817210 | 1 | 3.8% |
| Other values (16) | 16 |
| Value | Count | Frequency (%) |
| 1346800 | 1 | |
| 1351000 | 1 | |
| 1365170 | 1 | |
| 1398720 | 1 | |
| 1444350 | 1 | |
| 1539660 | 1 | |
| 1803990 | 1 | |
| 1904880 | 1 | |
| 1999670 | 1 | |
| 2089270 | 1 |
| Value | Count | Frequency (%) |
| 2994830 | 1 | |
| 2935580 | 1 | |
| 2892131 | 1 | |
| 2873790 | 1 | |
| 2859260 | 1 | |
| 2845480 | 1 | |
| 2826720 | 1 | |
| 2817210 | 1 | |
| 2749300 | 1 | |
| 2692910 | 1 |
유족연금 인원(명)
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 26 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3894.1538 |
| Minimum | 447 |
|---|---|
| Maximum | 10431 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 366.0 B |
Quantile statistics
| Minimum | 447 |
|---|---|
| 5-th percentile | 551.75 |
| Q1 | 1371.25 |
| median | 3051.5 |
| Q3 | 5872.75 |
| 95-th percentile | 9396.5 |
| Maximum | 10431 |
| Range | 9984 |
| Interquartile range (IQR) | 4501.5 |
Descriptive statistics
| Standard deviation | 3048.3371 |
|---|---|
| Coefficient of variation (CV) | 0.78279833 |
| Kurtosis | -0.58356686 |
| Mean | 3894.1538 |
| Median Absolute Deviation (MAD) | 2047.5 |
| Skewness | 0.74930838 |
| Sum | 101248 |
| Variance | 9292359.3 |
| Monotonicity | Strictly increasing |
Histogram with fixed size bins (bins=26)
| Value | Count | Frequency (%) |
| 447 | 1 | 3.8% |
| 3585 | 1 | 3.8% |
| 10431 | 1 | 3.8% |
| 9571 | 1 | 3.8% |
| 8873 | 1 | 3.8% |
| 8139 | 1 | 3.8% |
| 7337 | 1 | 3.8% |
| 6672 | 1 | 3.8% |
| 6039 | 1 | 3.8% |
| 5374 | 1 | 3.8% |
| Other values (16) | 16 |
| Value | Count | Frequency (%) |
| 447 | 1 | |
| 528 | 1 | |
| 623 | 1 | |
| 734 | 1 | |
| 904 | 1 | |
| 1104 | 1 | |
| 1319 | 1 | |
| 1528 | 1 | |
| 1743 | 1 | |
| 2011 | 1 |
| Value | Count | Frequency (%) |
| 10431 | 1 | |
| 9571 | 1 | |
| 8873 | 1 | |
| 8139 | 1 | |
| 7337 | 1 | |
| 6672 | 1 | |
| 6039 | 1 | |
| 5374 | 1 | |
| 4884 | 1 | |
| 4435 | 1 |
유족연금 평균 연금액
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 26 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1435270.8 |
| Minimum | 982080 |
|---|---|
| Maximum | 1757760 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 366.0 B |
Quantile statistics
| Minimum | 982080 |
|---|---|
| 5-th percentile | 988407.5 |
| Q1 | 1275865 |
| median | 1531740 |
| Q3 | 1629302.5 |
| 95-th percentile | 1727412.5 |
| Maximum | 1757760 |
| Range | 775680 |
| Interquartile range (IQR) | 353437.5 |
Descriptive statistics
| Standard deviation | 263857.21 |
|---|---|
| Coefficient of variation (CV) | 0.18383793 |
| Kurtosis | -0.96231131 |
| Mean | 1435270.8 |
| Median Absolute Deviation (MAD) | 147330 |
| Skewness | -0.7012884 |
| Sum | 37317040 |
| Variance | 6.9620627 × 1010 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=26)
| Value | Count | Frequency (%) |
| 982080 | 1 | 3.8% |
| 1598960 | 1 | 3.8% |
| 1609570 | 1 | 3.8% |
| 1582130 | 1 | 3.8% |
| 1584560 | 1 | 3.8% |
| 1602110 | 1 | 3.8% |
| 1635880 | 1 | 3.8% |
| 1672220 | 1 | 3.8% |
| 1712750 | 1 | 3.8% |
| 1757760 | 1 | 3.8% |
| Other values (16) | 16 |
| Value | Count | Frequency (%) |
| 982080 | 1 | |
| 987410 | 1 | |
| 991400 | 1 | |
| 1022850 | 1 | |
| 1037040 | 1 | |
| 1085710 | 1 | |
| 1262400 | 1 | |
| 1316260 | 1 | |
| 1377560 | 1 | |
| 1414450 | 1 |
| Value | Count | Frequency (%) |
| 1757760 | 1 | |
| 1732300 | 1 | |
| 1712750 | 1 | |
| 1700770 | 1 | |
| 1672220 | 1 | |
| 1663980 | 1 | |
| 1635880 | 1 | |
| 1609570 | 1 | |
| 1602110 | 1 | |
| 1598960 | 1 |
장해연금 인원(명)
Real number (ℝ)
HIGH CORRELATION
| Distinct | 24 |
|---|---|
| Distinct (%) | 92.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 68.230769 |
| Minimum | 10 |
|---|---|
| Maximum | 110 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 366.0 B |
Quantile statistics
| Minimum | 10 |
|---|---|
| 5-th percentile | 14 |
| Q1 | 37.5 |
| median | 73 |
| Q3 | 102.75 |
| 95-th percentile | 107 |
| Maximum | 110 |
| Range | 100 |
| Interquartile range (IQR) | 65.25 |
Descriptive statistics
| Standard deviation | 35.279805 |
|---|---|
| Coefficient of variation (CV) | 0.51706591 |
| Kurtosis | -1.4953751 |
| Mean | 68.230769 |
| Median Absolute Deviation (MAD) | 31.5 |
| Skewness | -0.30966477 |
| Sum | 1774 |
| Variance | 1244.6646 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=24)
| Value | Count | Frequency (%) |
| 107 | 3 | 11.5% |
| 10 | 1 | 3.8% |
| 78 | 1 | 3.8% |
| 110 | 1 | 3.8% |
| 105 | 1 | 3.8% |
| 106 | 1 | 3.8% |
| 103 | 1 | 3.8% |
| 102 | 1 | 3.8% |
| 97 | 1 | 3.8% |
| 93 | 1 | 3.8% |
| Other values (14) | 14 |
| Value | Count | Frequency (%) |
| 10 | 1 | |
| 13 | 1 | |
| 17 | 1 | |
| 20 | 1 | |
| 27 | 1 | |
| 31 | 1 | |
| 36 | 1 | |
| 42 | 1 | |
| 44 | 1 | |
| 51 | 1 |
| Value | Count | Frequency (%) |
| 110 | 1 | 3.8% |
| 107 | 3 | |
| 106 | 1 | 3.8% |
| 105 | 1 | 3.8% |
| 103 | 1 | 3.8% |
| 102 | 1 | 3.8% |
| 97 | 1 | 3.8% |
| 93 | 1 | 3.8% |
| 92 | 1 | 3.8% |
| 88 | 1 | 3.8% |
장해연금 평균 연금액
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 26 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1330816.5 |
| Minimum | 934810 |
|---|---|
| Maximum | 1470090 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 366.0 B |
Quantile statistics
| Minimum | 934810 |
|---|---|
| 5-th percentile | 1035615 |
| Q1 | 1248465 |
| median | 1407140 |
| Q3 | 1431935 |
| 95-th percentile | 1468952.5 |
| Maximum | 1470090 |
| Range | 535280 |
| Interquartile range (IQR) | 183470 |
Descriptive statistics
| Standard deviation | 157707.56 |
|---|---|
| Coefficient of variation (CV) | 0.11850436 |
| Kurtosis | 0.37200549 |
| Mean | 1330816.5 |
| Median Absolute Deviation (MAD) | 43840 |
| Skewness | -1.2650817 |
| Sum | 34601230 |
| Variance | 2.4871673 × 1010 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=26)
| Value | Count | Frequency (%) |
| 934810 | 1 | 3.8% |
| 1420430 | 1 | 3.8% |
| 1450390 | 1 | 3.8% |
| 1427660 | 1 | 3.8% |
| 1451570 | 1 | 3.8% |
| 1418240 | 1 | 3.8% |
| 1415050 | 1 | 3.8% |
| 1423580 | 1 | 3.8% |
| 1470090 | 1 | 3.8% |
| 1469430 | 1 | 3.8% |
| Other values (16) | 16 |
| Value | Count | Frequency (%) |
| 934810 | 1 | |
| 1029520 | 1 | |
| 1053900 | 1 | |
| 1095960 | 1 | |
| 1137630 | 1 | |
| 1199110 | 1 | |
| 1243480 | 1 | |
| 1263420 | 1 | |
| 1372080 | 1 | |
| 1376380 | 1 |
| Value | Count | Frequency (%) |
| 1470090 | 1 | |
| 1469430 | 1 | |
| 1467520 | 1 | |
| 1453730 | 1 | |
| 1451570 | 1 | |
| 1450390 | 1 | |
| 1433360 | 1 | |
| 1427660 | 1 | |
| 1423580 | 1 | |
| 1420430 | 1 |
장해유족연금 인원(명)
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 18 |
|---|---|
| Distinct (%) | 69.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 13.423077 |
| Minimum | 0 |
|---|---|
| Maximum | 41 |
| Zeros | 6 |
| Zeros (%) | 23.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 366.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 3 |
| median | 10 |
| Q3 | 19.75 |
| 95-th percentile | 39.75 |
| Maximum | 41 |
| Range | 41 |
| Interquartile range (IQR) | 16.75 |
Descriptive statistics
| Standard deviation | 12.946577 |
|---|---|
| Coefficient of variation (CV) | 0.96450141 |
| Kurtosis | -0.11831614 |
| Mean | 13.423077 |
| Median Absolute Deviation (MAD) | 9.5 |
| Skewness | 0.89981537 |
| Sum | 349 |
| Variance | 167.61385 |
| Monotonicity | Increasing |
Histogram with fixed size bins (bins=18)
| Value | Count | Frequency (%) |
| 0 | 6 | |
| 41 | 2 | 7.7% |
| 10 | 2 | 7.7% |
| 3 | 2 | 7.7% |
| 19 | 1 | 3.8% |
| 36 | 1 | 3.8% |
| 33 | 1 | 3.8% |
| 24 | 1 | 3.8% |
| 21 | 1 | 3.8% |
| 20 | 1 | 3.8% |
| Other values (8) | 8 |
| Value | Count | Frequency (%) |
| 0 | 6 | |
| 3 | 2 | 7.7% |
| 5 | 1 | 3.8% |
| 6 | 1 | 3.8% |
| 8 | 1 | 3.8% |
| 9 | 1 | 3.8% |
| 10 | 2 | 7.7% |
| 12 | 1 | 3.8% |
| 13 | 1 | 3.8% |
| 17 | 1 | 3.8% |
| Value | Count | Frequency (%) |
| 41 | 2 | |
| 36 | 1 | |
| 33 | 1 | |
| 24 | 1 | |
| 21 | 1 | |
| 20 | 1 | |
| 19 | 1 | |
| 18 | 1 | |
| 17 | 1 | |
| 13 | 1 |
장해유족연금 평균 연금액
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 21 |
|---|---|
| Distinct (%) | 80.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1117048.8 |
| Minimum | 0 |
|---|---|
| Maximum | 1782330 |
| Zeros | 6 |
| Zeros (%) | 23.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 366.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1174525 |
| median | 1346000 |
| Q3 | 1568870 |
| 95-th percentile | 1694362.5 |
| Maximum | 1782330 |
| Range | 1782330 |
| Interquartile range (IQR) | 394345 |
Descriptive statistics
| Standard deviation | 642810.74 |
|---|---|
| Coefficient of variation (CV) | 0.57545446 |
| Kurtosis | -0.40398492 |
| Mean | 1117048.8 |
| Median Absolute Deviation (MAD) | 212110 |
| Skewness | -1.1420228 |
| Sum | 29043270 |
| Variance | 4.1320565 × 1011 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=21)
| Value | Count | Frequency (%) |
| 0 | 6 | |
| 1720400 | 1 | 3.8% |
| 1259590 | 1 | 3.8% |
| 1175320 | 1 | 3.8% |
| 1174260 | 1 | 3.8% |
| 1269340 | 1 | 3.8% |
| 1534800 | 1 | 3.8% |
| 1607590 | 1 | 3.8% |
| 1616250 | 1 | 3.8% |
| 1615840 | 1 | 3.8% |
| Other values (11) | 11 |
| Value | Count | Frequency (%) |
| 0 | 6 | |
| 1174260 | 1 | 3.8% |
| 1175320 | 1 | 3.8% |
| 1259590 | 1 | 3.8% |
| 1269340 | 1 | 3.8% |
| 1310810 | 1 | 3.8% |
| 1336220 | 1 | 3.8% |
| 1341510 | 1 | 3.8% |
| 1350490 | 1 | 3.8% |
| 1365180 | 1 | 3.8% |
| Value | Count | Frequency (%) |
| 1782330 | 1 | |
| 1720400 | 1 | |
| 1616250 | 1 | |
| 1615840 | 1 | |
| 1607590 | 1 | |
| 1583070 | 1 | |
| 1579630 | 1 | |
| 1536590 | 1 | |
| 1534800 | 1 | |
| 1480650 | 1 |
연계퇴직연금 인원(명)
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 15 |
|---|---|
| Distinct (%) | 57.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 348.5 |
| Minimum | 0 |
|---|---|
| Maximum | 2143 |
| Zeros | 12 |
| Zeros (%) | 46.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 366.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 12.5 |
| Q3 | 476 |
| 95-th percentile | 1572.5 |
| Maximum | 2143 |
| Range | 2143 |
| Interquartile range (IQR) | 476 |
Descriptive statistics
| Standard deviation | 582.71525 |
|---|---|
| Coefficient of variation (CV) | 1.6720667 |
| Kurtosis | 3.0568038 |
| Mean | 348.5 |
| Median Absolute Deviation (MAD) | 12.5 |
| Skewness | 1.9037169 |
| Sum | 9061 |
| Variance | 339557.06 |
| Monotonicity | Increasing |
Histogram with fixed size bins (bins=15)
| Value | Count | Frequency (%) |
| 0 | 12 | |
| 7 | 1 | 3.8% |
| 18 | 1 | 3.8% |
| 42 | 1 | 3.8% |
| 137 | 1 | 3.8% |
| 154 | 1 | 3.8% |
| 240 | 1 | 3.8% |
| 371 | 1 | 3.8% |
| 511 | 1 | 3.8% |
| 684 | 1 | 3.8% |
| Other values (5) | 5 |
| Value | Count | Frequency (%) |
| 0 | 12 | |
| 7 | 1 | 3.8% |
| 18 | 1 | 3.8% |
| 42 | 1 | 3.8% |
| 137 | 1 | 3.8% |
| 154 | 1 | 3.8% |
| 240 | 1 | 3.8% |
| 371 | 1 | 3.8% |
| 511 | 1 | 3.8% |
| 684 | 1 | 3.8% |
| Value | Count | Frequency (%) |
| 2143 | 1 | |
| 1661 | 1 | |
| 1307 | 1 | |
| 1001 | 1 | |
| 785 | 1 | |
| 684 | 1 | |
| 511 | 1 | |
| 371 | 1 | |
| 240 | 1 | |
| 154 | 1 |
연계퇴직연금 평균연금액
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 15 |
|---|---|
| Distinct (%) | 57.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 407550.38 |
| Minimum | 0 |
|---|---|
| Maximum | 1168730 |
| Zeros | 12 |
| Zeros (%) | 46.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 366.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 608305 |
| Q3 | 747102.5 |
| 95-th percentile | 807855 |
| Maximum | 1168730 |
| Range | 1168730 |
| Interquartile range (IQR) | 747102.5 |
Descriptive statistics
| Standard deviation | 397231.36 |
|---|---|
| Coefficient of variation (CV) | 0.97468036 |
| Kurtosis | -1.6944114 |
| Mean | 407550.38 |
| Median Absolute Deviation (MAD) | 381480 |
| Skewness | 0.069564813 |
| Sum | 10596310 |
| Variance | 1.5779275 × 1011 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=15)
| Value | Count | Frequency (%) |
| 0 | 12 | |
| 1168730 | 1 | 3.8% |
| 810840 | 1 | 3.8% |
| 798900 | 1 | 3.8% |
| 747190 | 1 | 3.8% |
| 746840 | 1 | 3.8% |
| 778320 | 1 | 3.8% |
| 788340 | 1 | 3.8% |
| 774020 | 1 | 3.8% |
| 737940 | 1 | 3.8% |
| Other values (5) | 5 |
| Value | Count | Frequency (%) |
| 0 | 12 | |
| 600450 | 1 | 3.8% |
| 616160 | 1 | 3.8% |
| 637420 | 1 | 3.8% |
| 678720 | 1 | 3.8% |
| 712440 | 1 | 3.8% |
| 737940 | 1 | 3.8% |
| 746840 | 1 | 3.8% |
| 747190 | 1 | 3.8% |
| 774020 | 1 | 3.8% |
| Value | Count | Frequency (%) |
| 1168730 | 1 | |
| 810840 | 1 | |
| 798900 | 1 | |
| 788340 | 1 | |
| 778320 | 1 | |
| 774020 | 1 | |
| 747190 | 1 | |
| 746840 | 1 | |
| 737940 | 1 | |
| 712440 | 1 |
| 연도 | 퇴직연금 인원(명) | 퇴직연금 평균 연금액 | 유족연금 인원(명) | 유족연금 평균 연금액 | 장해연금 인원(명) | 장해연금 평균 연금액 | 장해유족연금 인원(명) | 장해유족연금 평균 연금액 | 연계퇴직연금 인원(명) | 연계퇴직연금 평균연금액 | |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 연도 | 1.000 | 0.977 | 0.908 | 0.914 | 0.872 | 0.956 | 0.634 | 0.870 | 0.986 | 0.324 | 0.904 |
| 퇴직연금 인원(명) | 0.977 | 1.000 | 0.919 | 0.961 | 0.732 | 0.836 | 0.000 | 0.888 | 0.958 | 0.843 | 0.868 |
| 퇴직연금 평균 연금액 | 0.908 | 0.919 | 1.000 | 0.797 | 0.925 | 0.974 | 0.834 | 0.781 | 0.888 | 0.000 | 0.789 |
| 유족연금 인원(명) | 0.914 | 0.961 | 0.797 | 1.000 | 0.721 | 0.767 | 0.000 | 0.945 | 0.954 | 0.962 | 0.890 |
| 유족연금 평균 연금액 | 0.872 | 0.732 | 0.925 | 0.721 | 1.000 | 0.853 | 0.876 | 0.842 | 0.778 | 0.000 | 0.772 |
| 장해연금 인원(명) | 0.956 | 0.836 | 0.974 | 0.767 | 0.853 | 1.000 | 0.750 | 0.711 | 0.873 | 0.000 | 0.780 |
| 장해연금 평균 연금액 | 0.634 | 0.000 | 0.834 | 0.000 | 0.876 | 0.750 | 1.000 | 0.000 | 0.597 | 0.000 | 0.000 |
| 장해유족연금 인원(명) | 0.870 | 0.888 | 0.781 | 0.945 | 0.842 | 0.711 | 0.000 | 1.000 | 0.724 | 0.932 | 0.968 |
| 장해유족연금 평균 연금액 | 0.986 | 0.958 | 0.888 | 0.954 | 0.778 | 0.873 | 0.597 | 0.724 | 1.000 | 0.608 | 0.629 |
| 연계퇴직연금 인원(명) | 0.324 | 0.843 | 0.000 | 0.962 | 0.000 | 0.000 | 0.000 | 0.932 | 0.608 | 1.000 | 0.854 |
| 연계퇴직연금 평균연금액 | 0.904 | 0.868 | 0.789 | 0.890 | 0.772 | 0.780 | 0.000 | 0.968 | 0.629 | 0.854 | 1.000 |
| 연도 | 퇴직연금 인원(명) | 퇴직연금 평균 연금액 | 유족연금 인원(명) | 유족연금 평균 연금액 | 장해연금 인원(명) | 장해연금 평균 연금액 | 장해유족연금 인원(명) | 장해유족연금 평균 연금액 | 연계퇴직연금 인원(명) | 연계퇴직연금 평균연금액 | |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 연도 | 1.000 | 1.000 | 0.997 | 1.000 | 0.856 | 0.995 | 0.858 | 0.993 | 0.378 | 0.950 | 0.634 |
| 퇴직연금 인원(명) | 1.000 | 1.000 | 0.997 | 1.000 | 0.856 | 0.995 | 0.858 | 0.993 | 0.378 | 0.950 | 0.634 |
| 퇴직연금 평균 연금액 | 0.997 | 0.997 | 1.000 | 0.997 | 0.853 | 0.992 | 0.854 | 0.993 | 0.378 | 0.950 | 0.634 |
| 유족연금 인원(명) | 1.000 | 1.000 | 0.997 | 1.000 | 0.856 | 0.995 | 0.858 | 0.993 | 0.378 | 0.950 | 0.634 |
| 유족연금 평균 연금액 | 0.856 | 0.856 | 0.853 | 0.856 | 1.000 | 0.867 | 0.941 | 0.847 | 0.645 | 0.798 | 0.788 |
| 장해연금 인원(명) | 0.995 | 0.995 | 0.992 | 0.995 | 0.867 | 1.000 | 0.862 | 0.988 | 0.404 | 0.945 | 0.640 |
| 장해연금 평균 연금액 | 0.858 | 0.858 | 0.854 | 0.858 | 0.941 | 0.862 | 1.000 | 0.852 | 0.546 | 0.795 | 0.718 |
| 장해유족연금 인원(명) | 0.993 | 0.993 | 0.993 | 0.993 | 0.847 | 0.988 | 0.852 | 1.000 | 0.379 | 0.955 | 0.639 |
| 장해유족연금 평균 연금액 | 0.378 | 0.378 | 0.378 | 0.378 | 0.645 | 0.404 | 0.546 | 0.379 | 1.000 | 0.258 | 0.510 |
| 연계퇴직연금 인원(명) | 0.950 | 0.950 | 0.950 | 0.950 | 0.798 | 0.945 | 0.795 | 0.955 | 0.258 | 1.000 | 0.667 |
| 연계퇴직연금 평균연금액 | 0.634 | 0.634 | 0.634 | 0.634 | 0.788 | 0.640 | 0.718 | 0.639 | 0.510 | 0.667 | 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 | 퇴직연금 인원(명) | 퇴직연금 평균 연금액 | 유족연금 인원(명) | 유족연금 평균 연금액 | 장해연금 인원(명) | 장해연금 평균 연금액 | 장해유족연금 인원(명) | 장해유족연금 평균 연금액 | 연계퇴직연금 인원(명) | 연계퇴직연금 평균연금액 | |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1997 | 4997 | 1365170 | 447 | 982080 | 10 | 934810 | 0 | 0 | 0 | 0 |
| 1 | 1998 | 5863 | 1351000 | 528 | 987410 | 13 | 1029520 | 0 | 0 | 0 | 0 |
| 2 | 1999 | 9908 | 1346800 | 623 | 991400 | 17 | 1095960 | 0 | 0 | 0 | 0 |
| 3 | 2000 | 12626 | 1398720 | 734 | 1022850 | 20 | 1053900 | 0 | 0 | 0 | 0 |
| 4 | 2001 | 13708 | 1444350 | 904 | 1037040 | 27 | 1137630 | 0 | 0 | 0 | 0 |
| 5 | 2002 | 14924 | 1539660 | 1104 | 1085710 | 31 | 1199110 | 0 | 0 | 0 | 0 |
| 6 | 2003 | 16542 | 1803990 | 1319 | 1262400 | 36 | 1243480 | 3 | 1720400 | 0 | 0 |
| 7 | 2004 | 18444 | 1904880 | 1528 | 1316260 | 42 | 1263420 | 3 | 1782330 | 0 | 0 |
| 8 | 2005 | 20412 | 1999670 | 1743 | 1377560 | 44 | 1376380 | 5 | 1336220 | 0 | 0 |
| 9 | 2006 | 22638 | 2089270 | 2011 | 1414450 | 51 | 1419020 | 6 | 1310810 | 0 | 0 |
| 연도 | 퇴직연금 인원(명) | 퇴직연금 평균 연금액 | 유족연금 인원(명) | 유족연금 평균 연금액 | 장해연금 인원(명) | 장해연금 평균 연금액 | 장해유족연금 인원(명) | 장해유족연금 평균 연금액 | 연계퇴직연금 인원(명) | 연계퇴직연금 평균연금액 | |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 16 | 2013 | 43697 | 2692910 | 4435 | 1700770 | 93 | 1453730 | 17 | 1536590 | 154 | 746840 |
| 17 | 2014 | 47782 | 2749300 | 4884 | 1732300 | 97 | 1467520 | 18 | 1583070 | 240 | 778320 |
| 18 | 2015 | 53170 | 2817210 | 5374 | 1757760 | 102 | 1469430 | 19 | 1615840 | 371 | 788340 |
| 19 | 2016 | 57084 | 2826720 | 6039 | 1712750 | 103 | 1470090 | 20 | 1616250 | 511 | 774020 |
| 20 | 2017 | 61692 | 2845480 | 6672 | 1672220 | 107 | 1423580 | 21 | 1607590 | 684 | 737940 |
| 21 | 2018 | 67607 | 2859260 | 7337 | 1635880 | 106 | 1415050 | 24 | 1534800 | 785 | 712440 |
| 22 | 2019 | 73832 | 2873790 | 8139 | 1602110 | 105 | 1418240 | 33 | 1269340 | 1001 | 678720 |
| 23 | 2020 | 80594 | 2892131 | 8873 | 1584560 | 107 | 1451570 | 36 | 1174260 | 1307 | 637420 |
| 24 | 2021 | 87273 | 2935580 | 9571 | 1582130 | 107 | 1427660 | 41 | 1175320 | 1661 | 616160 |
| 25 | 2022 | 94086 | 2994830 | 10431 | 1609570 | 110 | 1450390 | 41 | 1259590 | 2143 | 600450 |