Dataset statistics
| Number of variables | 19 |
|---|---|
| Number of observations | 22 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 3.8 KiB |
| Average record size in memory | 177.0 B |
Variable types
| Numeric | 19 |
|---|
Dataset
| Description | 직종별(정무직, 별정직, 일반직, 경찰, 소방, 교육 등) 가입자 평균재직년수에 대한 데이터입니다. 평균값부터 증감률 등의 데이터가 있습니다. |
|---|---|
| URL | https://www.data.go.kr/data/15052945/fileData.do |
연도 is highly overall correlated with 전체평균재직연수 and 13 other fields | High correlation |
전체평균재직연수 is highly overall correlated with 연도 and 14 other fields | High correlation |
증감평균재직연수 is highly overall correlated with 연도 and 5 other fields | High correlation |
증감률(퍼센트) is highly overall correlated with 연도 and 5 other fields | High correlation |
정무직 is highly overall correlated with 연도 and 15 other fields | High correlation |
별정직 is highly overall correlated with 정무직 and 3 other fields | High correlation |
일반직 is highly overall correlated with 연도 and 14 other fields | High correlation |
경찰 is highly overall correlated with 연도 and 14 other fields | High correlation |
소방 is highly overall correlated with 연도 and 14 other fields | High correlation |
교육 is highly overall correlated with 연도 and 15 other fields | High correlation |
법관검사 is highly overall correlated with 연도 and 13 other fields | High correlation |
기능직 is highly overall correlated with 연도 and 14 other fields | High correlation |
공안직 is highly overall correlated with 연도 and 14 other fields | High correlation |
군무원 is highly overall correlated with 전체평균재직연수 and 13 other fields | High correlation |
연구직 is highly overall correlated with 연도 and 14 other fields | High correlation |
지도직 is highly overall correlated with 전체평균재직연수 and 11 other fields | High correlation |
계약직 is highly overall correlated with 연도 and 16 other fields | High correlation |
공중보건의 is highly overall correlated with 연도 and 14 other fields | High correlation |
기타 is highly overall correlated with 전체평균재직연수 and 12 other fields | High correlation |
연도 has unique values | Unique |
증감평균재직연수 has 3 (13.6%) zeros | Zeros |
증감률(퍼센트) has 3 (13.6%) zeros | Zeros |
정무직 has 6 (27.3%) zeros | Zeros |
별정직 has 6 (27.3%) zeros | Zeros |
일반직 has 6 (27.3%) zeros | Zeros |
경찰 has 6 (27.3%) zeros | Zeros |
소방 has 10 (45.5%) zeros | Zeros |
교육 has 6 (27.3%) zeros | Zeros |
법관검사 has 6 (27.3%) zeros | Zeros |
기능직 has 6 (27.3%) zeros | Zeros |
공안직 has 6 (27.3%) zeros | Zeros |
군무원 has 6 (27.3%) zeros | Zeros |
연구직 has 6 (27.3%) zeros | Zeros |
지도직 has 6 (27.3%) zeros | Zeros |
계약직 has 6 (27.3%) zeros | Zeros |
공중보건의 has 6 (27.3%) zeros | Zeros |
기타 has 6 (27.3%) zeros | Zeros |
Reproduction
| Analysis started | 2023-12-12 00:07:35.949179 |
|---|---|
| Analysis finished | 2023-12-12 00:08:18.652088 |
| Duration | 42.7 seconds |
| Software version | ydata-profiling vv4.5.1 |
| Download configuration | config.json |
연도
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 22 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2011.5 |
| Minimum | 2001 |
|---|---|
| Maximum | 2022 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 330.0 B |
Quantile statistics
| Minimum | 2001 |
|---|---|
| 5-th percentile | 2002.05 |
| Q1 | 2006.25 |
| median | 2011.5 |
| Q3 | 2016.75 |
| 95-th percentile | 2020.95 |
| Maximum | 2022 |
| Range | 21 |
| Interquartile range (IQR) | 10.5 |
Descriptive statistics
| Standard deviation | 6.4935866 |
|---|---|
| Coefficient of variation (CV) | 0.003228231 |
| Kurtosis | -1.2 |
| Mean | 2011.5 |
| Median Absolute Deviation (MAD) | 5.5 |
| Skewness | 0 |
| Sum | 44253 |
| Variance | 42.166667 |
| Monotonicity | Strictly increasing |
Histogram with fixed size bins (bins=22)
| Value | Count | Frequency (%) |
| 2001 | 1 | 4.5% |
| 2013 | 1 | 4.5% |
| 2022 | 1 | 4.5% |
| 2021 | 1 | 4.5% |
| 2020 | 1 | 4.5% |
| 2019 | 1 | 4.5% |
| 2018 | 1 | 4.5% |
| 2017 | 1 | 4.5% |
| 2016 | 1 | 4.5% |
| 2015 | 1 | 4.5% |
| Other values (12) | 12 |
| Value | Count | Frequency (%) |
| 2001 | 1 | |
| 2002 | 1 | |
| 2003 | 1 | |
| 2004 | 1 | |
| 2005 | 1 | |
| 2006 | 1 | |
| 2007 | 1 | |
| 2008 | 1 | |
| 2009 | 1 | |
| 2010 | 1 |
| Value | Count | Frequency (%) |
| 2022 | 1 | |
| 2021 | 1 | |
| 2020 | 1 | |
| 2019 | 1 | |
| 2018 | 1 | |
| 2017 | 1 | |
| 2016 | 1 | |
| 2015 | 1 | |
| 2014 | 1 | |
| 2013 | 1 |
전체평균재직연수
Real number (ℝ)
HIGH CORRELATION
| Distinct | 16 |
|---|---|
| Distinct (%) | 72.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 16.231818 |
| Minimum | 14.7 |
|---|---|
| Maximum | 17.7 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 330.0 B |
Quantile statistics
| Minimum | 14.7 |
|---|---|
| 5-th percentile | 15.11 |
| Q1 | 15.525 |
| median | 16.05 |
| Q3 | 17.2 |
| 95-th percentile | 17.4 |
| Maximum | 17.7 |
| Range | 3 |
| Interquartile range (IQR) | 1.675 |
Descriptive statistics
| Standard deviation | 0.90363623 |
|---|---|
| Coefficient of variation (CV) | 0.055670672 |
| Kurtosis | -1.3635772 |
| Mean | 16.231818 |
| Median Absolute Deviation (MAD) | 0.75 |
| Skewness | 0.14960717 |
| Sum | 357.1 |
| Variance | 0.81655844 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=16)
| Value | Count | Frequency (%) |
| 17.2 | 3 | |
| 16.4 | 2 | 9.1% |
| 17.4 | 2 | 9.1% |
| 15.3 | 2 | 9.1% |
| 15.6 | 2 | 9.1% |
| 15.8 | 1 | 4.5% |
| 16.1 | 1 | 4.5% |
| 16.8 | 1 | 4.5% |
| 17.3 | 1 | 4.5% |
| 17.7 | 1 | 4.5% |
| Other values (6) | 6 |
| Value | Count | Frequency (%) |
| 14.7 | 1 | |
| 15.1 | 1 | |
| 15.3 | 2 | |
| 15.4 | 1 | |
| 15.5 | 1 | |
| 15.6 | 2 | |
| 15.7 | 1 | |
| 15.8 | 1 | |
| 16.0 | 1 | |
| 16.1 | 1 |
| Value | Count | Frequency (%) |
| 17.7 | 1 | 4.5% |
| 17.4 | 2 | |
| 17.3 | 1 | 4.5% |
| 17.2 | 3 | |
| 16.8 | 1 | 4.5% |
| 16.4 | 2 | |
| 16.1 | 1 | 4.5% |
| 16.0 | 1 | 4.5% |
| 15.8 | 1 | 4.5% |
| 15.7 | 1 | 4.5% |
증감평균재직연수
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 10 |
|---|---|
| Distinct (%) | 45.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.040909091 |
| Minimum | -0.4 |
|---|---|
| Maximum | 0.8 |
| Zeros | 3 |
| Zeros (%) | 13.6% |
| Negative | 8 |
| Negative (%) | 36.4% |
| Memory size | 330.0 B |
Quantile statistics
| Minimum | -0.4 |
|---|---|
| 5-th percentile | -0.395 |
| Q1 | -0.175 |
| median | 0.05 |
| Q3 | 0.2 |
| 95-th percentile | 0.4 |
| Maximum | 0.8 |
| Range | 1.2 |
| Interquartile range (IQR) | 0.375 |
Descriptive statistics
| Standard deviation | 0.29866224 |
|---|---|
| Coefficient of variation (CV) | 7.3006326 |
| Kurtosis | 0.47040586 |
| Mean | 0.040909091 |
| Median Absolute Deviation (MAD) | 0.2 |
| Skewness | 0.51830248 |
| Sum | 0.9 |
| Variance | 0.089199134 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) |
| 0.1 | 4 | |
| 0.0 | 3 | |
| -0.3 | 3 | |
| 0.4 | 2 | |
| 0.2 | 2 | |
| 0.3 | 2 | |
| -0.1 | 2 | |
| -0.4 | 2 | |
| 0.8 | 1 | 4.5% |
| -0.2 | 1 | 4.5% |
| Value | Count | Frequency (%) |
| -0.4 | 2 | |
| -0.3 | 3 | |
| -0.2 | 1 | 4.5% |
| -0.1 | 2 | |
| 0.0 | 3 | |
| 0.1 | 4 | |
| 0.2 | 2 | |
| 0.3 | 2 | |
| 0.4 | 2 | |
| 0.8 | 1 | 4.5% |
| Value | Count | Frequency (%) |
| 0.8 | 1 | 4.5% |
| 0.4 | 2 | |
| 0.3 | 2 | |
| 0.2 | 2 | |
| 0.1 | 4 | |
| 0.0 | 3 | |
| -0.1 | 2 | |
| -0.2 | 1 | 4.5% |
| -0.3 | 3 | |
| -0.4 | 2 |
증감률(퍼센트)
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 16 |
|---|---|
| Distinct (%) | 72.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.27727273 |
| Minimum | -2.4 |
|---|---|
| Maximum | 4.9 |
| Zeros | 3 |
| Zeros (%) | 13.6% |
| Negative | 8 |
| Negative (%) | 36.4% |
| Memory size | 330.0 B |
Quantile statistics
| Minimum | -2.4 |
|---|---|
| 5-th percentile | -2.275 |
| Q1 | -1.2 |
| median | 0.3 |
| Q3 | 1.275 |
| 95-th percentile | 2.69 |
| Maximum | 4.9 |
| Range | 7.3 |
| Interquartile range (IQR) | 2.475 |
Descriptive statistics
| Standard deviation | 1.8278095 |
|---|---|
| Coefficient of variation (CV) | 6.5920997 |
| Kurtosis | 0.41316367 |
| Mean | 0.27727273 |
| Median Absolute Deviation (MAD) | 1.2 |
| Skewness | 0.55818753 |
| Sum | 6.1 |
| Variance | 3.3408874 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=16)
| Value | Count | Frequency (%) |
| 0.0 | 3 | |
| 0.6 | 3 | |
| -1.8 | 2 | 9.1% |
| -0.6 | 2 | 9.1% |
| 1.7 | 1 | 4.5% |
| -1.4 | 1 | 4.5% |
| -2.4 | 1 | 4.5% |
| -2.3 | 1 | 4.5% |
| -1.7 | 1 | 4.5% |
| 1.2 | 1 | 4.5% |
| Other values (6) | 6 |
| Value | Count | Frequency (%) |
| -2.4 | 1 | 4.5% |
| -2.3 | 1 | 4.5% |
| -1.8 | 2 | |
| -1.7 | 1 | 4.5% |
| -1.4 | 1 | 4.5% |
| -0.6 | 2 | |
| 0.0 | 3 | |
| 0.6 | 3 | |
| 0.7 | 1 | 4.5% |
| 1.2 | 1 | 4.5% |
| Value | Count | Frequency (%) |
| 4.9 | 1 | 4.5% |
| 2.7 | 1 | 4.5% |
| 2.5 | 1 | 4.5% |
| 1.9 | 1 | 4.5% |
| 1.7 | 1 | 4.5% |
| 1.3 | 1 | 4.5% |
| 1.2 | 1 | 4.5% |
| 0.7 | 1 | 4.5% |
| 0.6 | 3 | |
| 0.0 | 3 |
정무직
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 15 |
|---|---|
| Distinct (%) | 68.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10.813636 |
| Minimum | 0 |
|---|---|
| Maximum | 20.9 |
| Zeros | 6 |
| Zeros (%) | 27.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 330.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1.275 |
| median | 15.65 |
| Q3 | 18.025 |
| 95-th percentile | 20.29 |
| Maximum | 20.9 |
| Range | 20.9 |
| Interquartile range (IQR) | 16.75 |
Descriptive statistics
| Standard deviation | 8.3692917 |
|---|---|
| Coefficient of variation (CV) | 0.7739572 |
| Kurtosis | -1.8240529 |
| Mean | 10.813636 |
| Median Absolute Deviation (MAD) | 4.95 |
| Skewness | -0.27012709 |
| Sum | 237.9 |
| Variance | 70.045043 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=15)
| Value | Count | Frequency (%) |
| 0.0 | 6 | |
| 18.2 | 2 | 9.1% |
| 17.1 | 2 | 9.1% |
| 5.9 | 1 | 4.5% |
| 5.1 | 1 | 4.5% |
| 5.5 | 1 | 4.5% |
| 5.3 | 1 | 4.5% |
| 20.3 | 1 | 4.5% |
| 20.9 | 1 | 4.5% |
| 18.1 | 1 | 4.5% |
| Other values (5) | 5 |
| Value | Count | Frequency (%) |
| 0.0 | 6 | |
| 5.1 | 1 | 4.5% |
| 5.3 | 1 | 4.5% |
| 5.5 | 1 | 4.5% |
| 5.9 | 1 | 4.5% |
| 15.0 | 1 | 4.5% |
| 16.3 | 1 | 4.5% |
| 17.0 | 1 | 4.5% |
| 17.1 | 2 | 9.1% |
| 17.8 | 1 | 4.5% |
| Value | Count | Frequency (%) |
| 20.9 | 1 | |
| 20.3 | 1 | |
| 20.1 | 1 | |
| 18.2 | 2 | |
| 18.1 | 1 | |
| 17.8 | 1 | |
| 17.1 | 2 | |
| 17.0 | 1 | |
| 16.3 | 1 | |
| 15.0 | 1 |
별정직
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 14 |
|---|---|
| Distinct (%) | 63.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.4954545 |
| Minimum | 0 |
|---|---|
| Maximum | 13.2 |
| Zeros | 6 |
| Zeros (%) | 27.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 330.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1.325 |
| median | 6.55 |
| Q3 | 11.275 |
| 95-th percentile | 13.095 |
| Maximum | 13.2 |
| Range | 13.2 |
| Interquartile range (IQR) | 9.95 |
Descriptive statistics
| Standard deviation | 4.9251036 |
|---|---|
| Coefficient of variation (CV) | 0.75823848 |
| Kurtosis | -1.1971989 |
| Mean | 6.4954545 |
| Median Absolute Deviation (MAD) | 6.15 |
| Skewness | -0.0094850486 |
| Sum | 142.9 |
| Variance | 24.256645 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=14)
| Value | Count | Frequency (%) |
| 0.0 | 6 | |
| 13.0 | 3 | |
| 6.6 | 2 | 9.1% |
| 13.1 | 1 | 4.5% |
| 13.2 | 1 | 4.5% |
| 12.4 | 1 | 4.5% |
| 6.9 | 1 | 4.5% |
| 5.3 | 1 | 4.5% |
| 5.9 | 1 | 4.5% |
| 6.5 | 1 | 4.5% |
| Other values (4) | 4 |
| Value | Count | Frequency (%) |
| 0.0 | 6 | |
| 5.3 | 1 | 4.5% |
| 5.7 | 1 | 4.5% |
| 5.9 | 1 | 4.5% |
| 6.2 | 1 | 4.5% |
| 6.5 | 1 | 4.5% |
| 6.6 | 2 | 9.1% |
| 6.9 | 1 | 4.5% |
| 7.6 | 1 | 4.5% |
| 7.9 | 1 | 4.5% |
| Value | Count | Frequency (%) |
| 13.2 | 1 | 4.5% |
| 13.1 | 1 | 4.5% |
| 13.0 | 3 | |
| 12.4 | 1 | 4.5% |
| 7.9 | 1 | 4.5% |
| 7.6 | 1 | 4.5% |
| 6.9 | 1 | 4.5% |
| 6.6 | 2 | |
| 6.5 | 1 | 4.5% |
| 6.2 | 1 | 4.5% |
일반직
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 13 |
|---|---|
| Distinct (%) | 59.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 12.213636 |
| Minimum | 0 |
|---|---|
| Maximum | 18.2 |
| Zeros | 6 |
| Zeros (%) | 27.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 330.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 3.8 |
| median | 16.1 |
| Q3 | 17.4 |
| 95-th percentile | 18.09 |
| Maximum | 18.2 |
| Range | 18.2 |
| Interquartile range (IQR) | 13.6 |
Descriptive statistics
| Standard deviation | 7.6981318 |
|---|---|
| Coefficient of variation (CV) | 0.63028992 |
| Kurtosis | -0.9122177 |
| Mean | 12.213636 |
| Median Absolute Deviation (MAD) | 1.4 |
| Skewness | -1.0569411 |
| Sum | 268.7 |
| Variance | 59.261234 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=13)
| Value | Count | Frequency (%) |
| 0.0 | 6 | |
| 15.8 | 2 | 9.1% |
| 16.1 | 2 | 9.1% |
| 16.6 | 2 | 9.1% |
| 17.5 | 2 | 9.1% |
| 16.9 | 1 | 4.5% |
| 18.2 | 1 | 4.5% |
| 18.1 | 1 | 4.5% |
| 17.9 | 1 | 4.5% |
| 17.7 | 1 | 4.5% |
| Other values (3) | 3 |
| Value | Count | Frequency (%) |
| 0.0 | 6 | |
| 15.2 | 1 | 4.5% |
| 15.6 | 1 | 4.5% |
| 15.8 | 2 | 9.1% |
| 16.1 | 2 | 9.1% |
| 16.6 | 2 | 9.1% |
| 16.9 | 1 | 4.5% |
| 17.1 | 1 | 4.5% |
| 17.5 | 2 | 9.1% |
| 17.7 | 1 | 4.5% |
| Value | Count | Frequency (%) |
| 18.2 | 1 | |
| 18.1 | 1 | |
| 17.9 | 1 | |
| 17.7 | 1 | |
| 17.5 | 2 | |
| 17.1 | 1 | |
| 16.9 | 1 | |
| 16.6 | 2 | |
| 16.1 | 2 | |
| 15.8 | 2 |
경찰
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 13 |
|---|---|
| Distinct (%) | 59.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 12.65 |
| Minimum | 0 |
|---|---|
| Maximum | 19.1 |
| Zeros | 6 |
| Zeros (%) | 27.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 330.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 4.05 |
| median | 17 |
| Q3 | 17.5 |
| 95-th percentile | 18.675 |
| Maximum | 19.1 |
| Range | 19.1 |
| Interquartile range (IQR) | 13.45 |
Descriptive statistics
| Standard deviation | 7.9598247 |
|---|---|
| Coefficient of variation (CV) | 0.62923516 |
| Kurtosis | -0.90322166 |
| Mean | 12.65 |
| Median Absolute Deviation (MAD) | 0.8 |
| Skewness | -1.0683938 |
| Sum | 278.3 |
| Variance | 63.35881 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=13)
| Value | Count | Frequency (%) |
| 0.0 | 6 | |
| 17.5 | 3 | |
| 17.1 | 2 | 9.1% |
| 17.0 | 2 | 9.1% |
| 16.2 | 1 | 4.5% |
| 16.3 | 1 | 4.5% |
| 16.5 | 1 | 4.5% |
| 16.7 | 1 | 4.5% |
| 18.1 | 1 | 4.5% |
| 18.7 | 1 | 4.5% |
| Other values (3) | 3 |
| Value | Count | Frequency (%) |
| 0.0 | 6 | |
| 16.2 | 1 | 4.5% |
| 16.3 | 1 | 4.5% |
| 16.5 | 1 | 4.5% |
| 16.7 | 1 | 4.5% |
| 17.0 | 2 | 9.1% |
| 17.1 | 2 | 9.1% |
| 17.5 | 3 | |
| 17.8 | 1 | 4.5% |
| 18.1 | 1 | 4.5% |
| Value | Count | Frequency (%) |
| 19.1 | 1 | 4.5% |
| 18.7 | 1 | 4.5% |
| 18.2 | 1 | 4.5% |
| 18.1 | 1 | 4.5% |
| 17.8 | 1 | 4.5% |
| 17.5 | 3 | |
| 17.1 | 2 | |
| 17.0 | 2 | |
| 16.7 | 1 | 4.5% |
| 16.5 | 1 | 4.5% |
소방
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 12 |
|---|---|
| Distinct (%) | 54.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.2454545 |
| Minimum | 0 |
|---|---|
| Maximum | 16 |
| Zeros | 10 |
| Zeros (%) | 45.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 330.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 14.1 |
| Q3 | 15.275 |
| 95-th percentile | 15.895 |
| Maximum | 16 |
| Range | 16 |
| Interquartile range (IQR) | 15.275 |
Descriptive statistics
| Standard deviation | 7.7225537 |
|---|---|
| Coefficient of variation (CV) | 0.93658314 |
| Kurtosis | -2.1508985 |
| Mean | 8.2454545 |
| Median Absolute Deviation (MAD) | 1.85 |
| Skewness | -0.18095195 |
| Sum | 181.4 |
| Variance | 59.637835 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=12)
| Value | Count | Frequency (%) |
| 0.0 | 10 | |
| 15.8 | 2 | 9.1% |
| 14.6 | 1 | 4.5% |
| 15.3 | 1 | 4.5% |
| 16.0 | 1 | 4.5% |
| 15.9 | 1 | 4.5% |
| 15.7 | 1 | 4.5% |
| 15.2 | 1 | 4.5% |
| 14.5 | 1 | 4.5% |
| 14.4 | 1 | 4.5% |
| Other values (2) | 2 | 9.1% |
| Value | Count | Frequency (%) |
| 0.0 | 10 | |
| 14.0 | 1 | 4.5% |
| 14.2 | 1 | 4.5% |
| 14.4 | 1 | 4.5% |
| 14.5 | 1 | 4.5% |
| 14.6 | 1 | 4.5% |
| 15.2 | 1 | 4.5% |
| 15.3 | 1 | 4.5% |
| 15.7 | 1 | 4.5% |
| 15.8 | 2 | 9.1% |
| Value | Count | Frequency (%) |
| 16.0 | 1 | |
| 15.9 | 1 | |
| 15.8 | 2 | |
| 15.7 | 1 | |
| 15.3 | 1 | |
| 15.2 | 1 | |
| 14.6 | 1 | |
| 14.5 | 1 | |
| 14.4 | 1 | |
| 14.2 | 1 |
교육
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 9 |
|---|---|
| Distinct (%) | 40.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 12.345455 |
| Minimum | 0 |
|---|---|
| Maximum | 17.5 |
| Zeros | 6 |
| Zeros (%) | 27.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 330.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 3.95 |
| median | 16.85 |
| Q3 | 17.375 |
| 95-th percentile | 17.5 |
| Maximum | 17.5 |
| Range | 17.5 |
| Interquartile range (IQR) | 13.425 |
Descriptive statistics
| Standard deviation | 7.757376 |
|---|---|
| Coefficient of variation (CV) | 0.62835888 |
| Kurtosis | -0.89929916 |
| Mean | 12.345455 |
| Median Absolute Deviation (MAD) | 0.65 |
| Skewness | -1.0791903 |
| Sum | 271.6 |
| Variance | 60.176883 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=9)
| Value | Count | Frequency (%) |
| 0.0 | 6 | |
| 17.3 | 4 | |
| 17.5 | 4 | |
| 15.8 | 2 | 9.1% |
| 17.4 | 2 | 9.1% |
| 16.0 | 1 | 4.5% |
| 16.3 | 1 | 4.5% |
| 16.5 | 1 | 4.5% |
| 17.2 | 1 | 4.5% |
| Value | Count | Frequency (%) |
| 0.0 | 6 | |
| 15.8 | 2 | 9.1% |
| 16.0 | 1 | 4.5% |
| 16.3 | 1 | 4.5% |
| 16.5 | 1 | 4.5% |
| 17.2 | 1 | 4.5% |
| 17.3 | 4 | |
| 17.4 | 2 | 9.1% |
| 17.5 | 4 |
| Value | Count | Frequency (%) |
| 17.5 | 4 | |
| 17.4 | 2 | 9.1% |
| 17.3 | 4 | |
| 17.2 | 1 | 4.5% |
| 16.5 | 1 | 4.5% |
| 16.3 | 1 | 4.5% |
| 16.0 | 1 | 4.5% |
| 15.8 | 2 | 9.1% |
| 0.0 | 6 |
법관검사
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 16 |
|---|---|
| Distinct (%) | 72.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.7454545 |
| Minimum | 0 |
|---|---|
| Maximum | 15.5 |
| Zeros | 6 |
| Zeros (%) | 27.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 330.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2.775 |
| median | 12.1 |
| Q3 | 14.275 |
| 95-th percentile | 15.39 |
| Maximum | 15.5 |
| Range | 15.5 |
| Interquartile range (IQR) | 11.5 |
Descriptive statistics
| Standard deviation | 6.2567851 |
|---|---|
| Coefficient of variation (CV) | 0.64202086 |
| Kurtosis | -0.995435 |
| Mean | 9.7454545 |
| Median Absolute Deviation (MAD) | 2.45 |
| Skewness | -0.9319105 |
| Sum | 214.4 |
| Variance | 39.147359 |
| Monotonicity | Increasing |
Histogram with fixed size bins (bins=16)
| Value | Count | Frequency (%) |
| 0.0 | 6 | |
| 11.7 | 2 | 9.1% |
| 14.2 | 1 | 4.5% |
| 15.5 | 1 | 4.5% |
| 15.4 | 1 | 4.5% |
| 15.2 | 1 | 4.5% |
| 15.1 | 1 | 4.5% |
| 14.8 | 1 | 4.5% |
| 14.3 | 1 | 4.5% |
| 13.8 | 1 | 4.5% |
| Other values (6) | 6 |
| Value | Count | Frequency (%) |
| 0.0 | 6 | |
| 11.1 | 1 | 4.5% |
| 11.3 | 1 | 4.5% |
| 11.4 | 1 | 4.5% |
| 11.7 | 2 | 9.1% |
| 12.5 | 1 | 4.5% |
| 13.0 | 1 | 4.5% |
| 13.4 | 1 | 4.5% |
| 13.8 | 1 | 4.5% |
| 14.2 | 1 | 4.5% |
| Value | Count | Frequency (%) |
| 15.5 | 1 | |
| 15.4 | 1 | |
| 15.2 | 1 | |
| 15.1 | 1 | |
| 14.8 | 1 | |
| 14.3 | 1 | |
| 14.2 | 1 | |
| 13.8 | 1 | |
| 13.4 | 1 | |
| 13.0 | 1 |
기능직
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 14 |
|---|---|
| Distinct (%) | 63.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 13.472727 |
| Minimum | 0 |
|---|---|
| Maximum | 20.1 |
| Zeros | 6 |
| Zeros (%) | 27.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 330.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 3.95 |
| median | 18.35 |
| Q3 | 19.3 |
| 95-th percentile | 19.69 |
| Maximum | 20.1 |
| Range | 20.1 |
| Interquartile range (IQR) | 15.35 |
Descriptive statistics
| Standard deviation | 8.5121304 |
|---|---|
| Coefficient of variation (CV) | 0.63180455 |
| Kurtosis | -0.9290944 |
| Mean | 13.472727 |
| Median Absolute Deviation (MAD) | 1.25 |
| Skewness | -1.0422986 |
| Sum | 296.4 |
| Variance | 72.456364 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=14)
| Value | Count | Frequency (%) |
| 0.0 | 6 | |
| 18.9 | 2 | 9.1% |
| 19.3 | 2 | 9.1% |
| 19.5 | 2 | 9.1% |
| 15.8 | 1 | 4.5% |
| 16.2 | 1 | 4.5% |
| 17.0 | 1 | 4.5% |
| 17.6 | 1 | 4.5% |
| 18.4 | 1 | 4.5% |
| 19.7 | 1 | 4.5% |
| Other values (4) | 4 |
| Value | Count | Frequency (%) |
| 0.0 | 6 | |
| 15.8 | 1 | 4.5% |
| 16.2 | 1 | 4.5% |
| 17.0 | 1 | 4.5% |
| 17.6 | 1 | 4.5% |
| 18.3 | 1 | 4.5% |
| 18.4 | 1 | 4.5% |
| 18.5 | 1 | 4.5% |
| 18.9 | 2 | 9.1% |
| 19.3 | 2 | 9.1% |
| Value | Count | Frequency (%) |
| 20.1 | 1 | |
| 19.7 | 1 | |
| 19.5 | 2 | |
| 19.4 | 1 | |
| 19.3 | 2 | |
| 18.9 | 2 | |
| 18.5 | 1 | |
| 18.4 | 1 | |
| 18.3 | 1 | |
| 17.6 | 1 |
공안직
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 12 |
|---|---|
| Distinct (%) | 54.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11.145455 |
| Minimum | 0 |
|---|---|
| Maximum | 16 |
| Zeros | 6 |
| Zeros (%) | 27.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 330.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 3.55 |
| median | 15.15 |
| Q3 | 15.5 |
| 95-th percentile | 15.9 |
| Maximum | 16 |
| Range | 16 |
| Interquartile range (IQR) | 11.95 |
Descriptive statistics
| Standard deviation | 7.0002536 |
|---|---|
| Coefficient of variation (CV) | 0.62808148 |
| Kurtosis | -0.89669647 |
| Mean | 11.145455 |
| Median Absolute Deviation (MAD) | 0.7 |
| Skewness | -1.082163 |
| Sum | 245.2 |
| Variance | 49.00355 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=12)
| Value | Count | Frequency (%) |
| 0.0 | 6 | |
| 15.5 | 3 | |
| 15.9 | 3 | |
| 15.4 | 2 | 9.1% |
| 14.2 | 1 | 4.5% |
| 14.5 | 1 | 4.5% |
| 14.7 | 1 | 4.5% |
| 14.9 | 1 | 4.5% |
| 15.0 | 1 | 4.5% |
| 16.0 | 1 | 4.5% |
| Other values (2) | 2 | 9.1% |
| Value | Count | Frequency (%) |
| 0.0 | 6 | |
| 14.2 | 1 | 4.5% |
| 14.5 | 1 | 4.5% |
| 14.7 | 1 | 4.5% |
| 14.9 | 1 | 4.5% |
| 15.0 | 1 | 4.5% |
| 15.3 | 1 | 4.5% |
| 15.4 | 2 | 9.1% |
| 15.5 | 3 | |
| 15.6 | 1 | 4.5% |
| Value | Count | Frequency (%) |
| 16.0 | 1 | 4.5% |
| 15.9 | 3 | |
| 15.6 | 1 | 4.5% |
| 15.5 | 3 | |
| 15.4 | 2 | |
| 15.3 | 1 | 4.5% |
| 15.0 | 1 | 4.5% |
| 14.9 | 1 | 4.5% |
| 14.7 | 1 | 4.5% |
| 14.5 | 1 | 4.5% |
군무원
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 14 |
|---|---|
| Distinct (%) | 63.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 12.359091 |
| Minimum | 0 |
|---|---|
| Maximum | 18.6 |
| Zeros | 6 |
| Zeros (%) | 27.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 330.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 3.325 |
| median | 17.2 |
| Q3 | 17.675 |
| 95-th percentile | 18.485 |
| Maximum | 18.6 |
| Range | 18.6 |
| Interquartile range (IQR) | 14.35 |
Descriptive statistics
| Standard deviation | 7.8630334 |
|---|---|
| Coefficient of variation (CV) | 0.63621455 |
| Kurtosis | -0.97558016 |
| Mean | 12.359091 |
| Median Absolute Deviation (MAD) | 1.15 |
| Skewness | -1.0007463 |
| Sum | 271.9 |
| Variance | 61.827294 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=14)
| Value | Count | Frequency (%) |
| 0.0 | 6 | |
| 17.3 | 3 | |
| 17.6 | 2 | 9.1% |
| 17.1 | 1 | 4.5% |
| 18.2 | 1 | 4.5% |
| 18.6 | 1 | 4.5% |
| 18.5 | 1 | 4.5% |
| 17.9 | 1 | 4.5% |
| 17.7 | 1 | 4.5% |
| 18.0 | 1 | 4.5% |
| Other values (4) | 4 |
| Value | Count | Frequency (%) |
| 0.0 | 6 | |
| 13.3 | 1 | 4.5% |
| 13.5 | 1 | 4.5% |
| 15.4 | 1 | 4.5% |
| 16.6 | 1 | 4.5% |
| 17.1 | 1 | 4.5% |
| 17.3 | 3 | |
| 17.6 | 2 | 9.1% |
| 17.7 | 1 | 4.5% |
| 17.9 | 1 | 4.5% |
| Value | Count | Frequency (%) |
| 18.6 | 1 | 4.5% |
| 18.5 | 1 | 4.5% |
| 18.2 | 1 | 4.5% |
| 18.0 | 1 | 4.5% |
| 17.9 | 1 | 4.5% |
| 17.7 | 1 | 4.5% |
| 17.6 | 2 | |
| 17.3 | 3 | |
| 17.1 | 1 | 4.5% |
| 16.6 | 1 | 4.5% |
연구직
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 14 |
|---|---|
| Distinct (%) | 63.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10.554545 |
| Minimum | 0 |
|---|---|
| Maximum | 15.4 |
| Zeros | 6 |
| Zeros (%) | 27.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 330.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 3.375 |
| median | 14.1 |
| Q3 | 14.875 |
| 95-th percentile | 15.295 |
| Maximum | 15.4 |
| Range | 15.4 |
| Interquartile range (IQR) | 11.5 |
Descriptive statistics
| Standard deviation | 6.6362444 |
|---|---|
| Coefficient of variation (CV) | 0.62875701 |
| Kurtosis | -0.90118163 |
| Mean | 10.554545 |
| Median Absolute Deviation (MAD) | 0.85 |
| Skewness | -1.0742929 |
| Sum | 232.2 |
| Variance | 44.03974 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=14)
| Value | Count | Frequency (%) |
| 0.0 | 6 | |
| 14.0 | 2 | 9.1% |
| 14.2 | 2 | 9.1% |
| 15.2 | 2 | 9.1% |
| 13.5 | 1 | 4.5% |
| 13.6 | 1 | 4.5% |
| 14.4 | 1 | 4.5% |
| 15.0 | 1 | 4.5% |
| 15.4 | 1 | 4.5% |
| 15.3 | 1 | 4.5% |
| Other values (4) | 4 |
| Value | Count | Frequency (%) |
| 0.0 | 6 | |
| 13.5 | 1 | 4.5% |
| 13.6 | 1 | 4.5% |
| 13.9 | 1 | 4.5% |
| 14.0 | 2 | 9.1% |
| 14.2 | 2 | 9.1% |
| 14.4 | 1 | 4.5% |
| 14.6 | 1 | 4.5% |
| 14.8 | 1 | 4.5% |
| 14.9 | 1 | 4.5% |
| Value | Count | Frequency (%) |
| 15.4 | 1 | |
| 15.3 | 1 | |
| 15.2 | 2 | |
| 15.0 | 1 | |
| 14.9 | 1 | |
| 14.8 | 1 | |
| 14.6 | 1 | |
| 14.4 | 1 | |
| 14.2 | 2 | |
| 14.0 | 2 |
지도직
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 16 |
|---|---|
| Distinct (%) | 72.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 13.809091 |
| Minimum | 0 |
|---|---|
| Maximum | 21.6 |
| Zeros | 6 |
| Zeros (%) | 27.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 330.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 3.725 |
| median | 18.45 |
| Q3 | 20.25 |
| 95-th percentile | 21.475 |
| Maximum | 21.6 |
| Range | 21.6 |
| Interquartile range (IQR) | 16.525 |
Descriptive statistics
| Standard deviation | 8.855932 |
|---|---|
| Coefficient of variation (CV) | 0.64131173 |
| Kurtosis | -1.0077176 |
| Mean | 13.809091 |
| Median Absolute Deviation (MAD) | 2.65 |
| Skewness | -0.94598088 |
| Sum | 303.8 |
| Variance | 78.427532 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=16)
| Value | Count | Frequency (%) |
| 0.0 | 6 | |
| 19.5 | 2 | 9.1% |
| 19.7 | 1 | 4.5% |
| 14.9 | 1 | 4.5% |
| 15.3 | 1 | 4.5% |
| 15.7 | 1 | 4.5% |
| 16.7 | 1 | 4.5% |
| 18.0 | 1 | 4.5% |
| 18.9 | 1 | 4.5% |
| 20.4 | 1 | 4.5% |
| Other values (6) | 6 |
| Value | Count | Frequency (%) |
| 0.0 | 6 | |
| 14.9 | 1 | 4.5% |
| 15.3 | 1 | 4.5% |
| 15.7 | 1 | 4.5% |
| 16.7 | 1 | 4.5% |
| 18.0 | 1 | 4.5% |
| 18.9 | 1 | 4.5% |
| 19.5 | 2 | 9.1% |
| 19.7 | 1 | 4.5% |
| 19.8 | 1 | 4.5% |
| Value | Count | Frequency (%) |
| 21.6 | 1 | |
| 21.5 | 1 | |
| 21.0 | 1 | |
| 20.8 | 1 | |
| 20.5 | 1 | |
| 20.4 | 1 | |
| 19.8 | 1 | |
| 19.7 | 1 | |
| 19.5 | 2 | |
| 18.9 | 1 |
계약직
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 12 |
|---|---|
| Distinct (%) | 54.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.6545455 |
| Minimum | 0 |
|---|---|
| Maximum | 7.1 |
| Zeros | 6 |
| Zeros (%) | 27.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 330.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1.35 |
| median | 6.25 |
| Q3 | 6.6 |
| 95-th percentile | 6.895 |
| Maximum | 7.1 |
| Range | 7.1 |
| Interquartile range (IQR) | 5.25 |
Descriptive statistics
| Standard deviation | 2.94242 |
|---|---|
| Coefficient of variation (CV) | 0.63216055 |
| Kurtosis | -0.92995121 |
| Mean | 4.6545455 |
| Median Absolute Deviation (MAD) | 0.5 |
| Skewness | -1.0377932 |
| Sum | 102.4 |
| Variance | 8.6578355 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=12)
| Value | Count | Frequency (%) |
| 0.0 | 6 | |
| 6.0 | 2 | 9.1% |
| 6.5 | 2 | 9.1% |
| 6.6 | 2 | 9.1% |
| 6.7 | 2 | 9.1% |
| 6.4 | 2 | 9.1% |
| 5.4 | 1 | 4.5% |
| 5.7 | 1 | 4.5% |
| 6.1 | 1 | 4.5% |
| 6.9 | 1 | 4.5% |
| Other values (2) | 2 | 9.1% |
| Value | Count | Frequency (%) |
| 0.0 | 6 | |
| 5.4 | 1 | 4.5% |
| 5.7 | 1 | 4.5% |
| 6.0 | 2 | 9.1% |
| 6.1 | 1 | 4.5% |
| 6.4 | 2 | 9.1% |
| 6.5 | 2 | 9.1% |
| 6.6 | 2 | 9.1% |
| 6.7 | 2 | 9.1% |
| 6.8 | 1 | 4.5% |
| Value | Count | Frequency (%) |
| 7.1 | 1 | |
| 6.9 | 1 | |
| 6.8 | 1 | |
| 6.7 | 2 | |
| 6.6 | 2 | |
| 6.5 | 2 | |
| 6.4 | 2 | |
| 6.1 | 1 | |
| 6.0 | 2 | |
| 5.7 | 1 |
공중보건의
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 10 |
|---|---|
| Distinct (%) | 45.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.3454545 |
| Minimum | 0 |
|---|---|
| Maximum | 2.4 |
| Zeros | 6 |
| Zeros (%) | 27.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 330.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.3 |
| median | 1.65 |
| Q3 | 1.9 |
| 95-th percentile | 2.395 |
| Maximum | 2.4 |
| Range | 2.4 |
| Interquartile range (IQR) | 1.6 |
Descriptive statistics
| Standard deviation | 0.90854529 |
|---|---|
| Coefficient of variation (CV) | 0.67527015 |
| Kurtosis | -1.1742831 |
| Mean | 1.3454545 |
| Median Absolute Deviation (MAD) | 0.5 |
| Skewness | -0.63096806 |
| Sum | 29.6 |
| Variance | 0.82545455 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) |
| 0.0 | 6 | |
| 1.9 | 4 | |
| 1.4 | 2 | 9.1% |
| 1.8 | 2 | 9.1% |
| 2.3 | 2 | 9.1% |
| 2.4 | 2 | 9.1% |
| 1.5 | 1 | 4.5% |
| 1.3 | 1 | 4.5% |
| 1.2 | 1 | 4.5% |
| 2.2 | 1 | 4.5% |
| Value | Count | Frequency (%) |
| 0.0 | 6 | |
| 1.2 | 1 | 4.5% |
| 1.3 | 1 | 4.5% |
| 1.4 | 2 | 9.1% |
| 1.5 | 1 | 4.5% |
| 1.8 | 2 | 9.1% |
| 1.9 | 4 | |
| 2.2 | 1 | 4.5% |
| 2.3 | 2 | 9.1% |
| 2.4 | 2 | 9.1% |
| Value | Count | Frequency (%) |
| 2.4 | 2 | 9.1% |
| 2.3 | 2 | 9.1% |
| 2.2 | 1 | 4.5% |
| 1.9 | 4 | |
| 1.8 | 2 | 9.1% |
| 1.5 | 1 | 4.5% |
| 1.4 | 2 | 9.1% |
| 1.3 | 1 | 4.5% |
| 1.2 | 1 | 4.5% |
| 0.0 | 6 |
기타
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 14 |
|---|---|
| Distinct (%) | 63.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10.331818 |
| Minimum | 0 |
|---|---|
| Maximum | 17.1 |
| Zeros | 6 |
| Zeros (%) | 27.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 330.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2.85 |
| median | 13.25 |
| Q3 | 14.425 |
| 95-th percentile | 16.7 |
| Maximum | 17.1 |
| Range | 17.1 |
| Interquartile range (IQR) | 11.575 |
Descriptive statistics
| Standard deviation | 6.6846937 |
|---|---|
| Coefficient of variation (CV) | 0.64700071 |
| Kurtosis | -1.0159705 |
| Mean | 10.331818 |
| Median Absolute Deviation (MAD) | 2.45 |
| Skewness | -0.87838905 |
| Sum | 227.3 |
| Variance | 44.68513 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=14)
| Value | Count | Frequency (%) |
| 0.0 | 6 | |
| 14.1 | 2 | 9.1% |
| 16.7 | 2 | 9.1% |
| 11.4 | 2 | 9.1% |
| 14.2 | 1 | 4.5% |
| 14.5 | 1 | 4.5% |
| 13.5 | 1 | 4.5% |
| 13.9 | 1 | 4.5% |
| 17.1 | 1 | 4.5% |
| 16.3 | 1 | 4.5% |
| Other values (4) | 4 |
| Value | Count | Frequency (%) |
| 0.0 | 6 | |
| 11.4 | 2 | 9.1% |
| 11.8 | 1 | 4.5% |
| 12.2 | 1 | 4.5% |
| 13.0 | 1 | 4.5% |
| 13.5 | 1 | 4.5% |
| 13.9 | 1 | 4.5% |
| 14.1 | 2 | 9.1% |
| 14.2 | 1 | 4.5% |
| 14.5 | 1 | 4.5% |
| Value | Count | Frequency (%) |
| 17.1 | 1 | |
| 16.7 | 2 | |
| 16.4 | 1 | |
| 16.3 | 1 | |
| 14.5 | 1 | |
| 14.2 | 1 | |
| 14.1 | 2 | |
| 13.9 | 1 | |
| 13.5 | 1 | |
| 13.0 | 1 |
| 연도 | 전체평균재직연수 | 증감평균재직연수 | 증감률(퍼센트) | 정무직 | 별정직 | 일반직 | 경찰 | 소방 | 교육 | 법관검사 | 기능직 | 공안직 | 군무원 | 연구직 | 지도직 | 계약직 | 공중보건의 | 기타 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 연도 | 1.000 | 0.650 | 0.656 | 0.511 | 0.827 | 0.805 | 0.936 | 0.869 | 0.837 | 0.980 | 0.985 | 0.868 | 0.799 | 0.781 | 0.783 | 0.822 | 0.913 | 0.990 | 0.988 |
| 전체평균재직연수 | 0.650 | 1.000 | 0.000 | 0.000 | 0.723 | 0.620 | 1.000 | 1.000 | 0.882 | 1.000 | 0.676 | 0.633 | 0.882 | 0.773 | 0.953 | 0.650 | 0.527 | 0.690 | 0.742 |
| 증감평균재직연수 | 0.656 | 0.000 | 1.000 | 0.999 | 0.593 | 0.764 | 0.287 | 0.371 | 0.737 | 0.187 | 0.670 | 0.095 | 0.000 | 0.633 | 0.554 | 0.712 | 0.561 | 0.566 | 0.604 |
| 증감률(퍼센트) | 0.511 | 0.000 | 0.999 | 1.000 | 0.566 | 0.775 | 0.000 | 0.000 | 0.694 | 0.000 | 0.451 | 0.000 | 0.000 | 0.599 | 0.336 | 0.703 | 0.351 | 0.482 | 0.614 |
| 정무직 | 0.827 | 0.723 | 0.593 | 0.566 | 1.000 | 0.842 | 0.750 | 0.795 | 0.719 | 1.000 | 0.794 | 0.808 | 0.724 | 0.666 | 0.790 | 0.934 | 0.773 | 0.941 | 0.934 |
| 별정직 | 0.805 | 0.620 | 0.764 | 0.775 | 0.842 | 1.000 | 0.653 | 0.686 | 0.535 | 1.000 | 0.964 | 0.937 | 0.668 | 0.921 | 0.709 | 0.765 | 0.957 | 0.769 | 0.782 |
| 일반직 | 0.936 | 1.000 | 0.287 | 0.000 | 0.750 | 0.653 | 1.000 | 0.991 | 0.911 | 1.000 | 0.704 | 0.704 | 0.946 | 0.718 | 0.963 | 0.743 | 0.681 | 0.786 | 0.857 |
| 경찰 | 0.869 | 1.000 | 0.371 | 0.000 | 0.795 | 0.686 | 0.991 | 1.000 | 0.907 | 1.000 | 0.748 | 0.737 | 0.939 | 0.737 | 0.950 | 0.782 | 0.689 | 0.839 | 0.845 |
| 소방 | 0.837 | 0.882 | 0.737 | 0.694 | 0.719 | 0.535 | 0.911 | 0.907 | 1.000 | 0.399 | 0.622 | 0.629 | 0.793 | 0.775 | 0.846 | 0.698 | 0.577 | 0.701 | 0.793 |
| 교육 | 0.980 | 1.000 | 0.187 | 0.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.399 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 |
| 법관검사 | 0.985 | 0.676 | 0.670 | 0.451 | 0.794 | 0.964 | 0.704 | 0.748 | 0.622 | 1.000 | 1.000 | 0.955 | 0.680 | 0.920 | 0.732 | 0.759 | 0.975 | 0.890 | 0.796 |
| 기능직 | 0.868 | 0.633 | 0.095 | 0.000 | 0.808 | 0.937 | 0.704 | 0.737 | 0.629 | 1.000 | 0.955 | 1.000 | 1.000 | 0.861 | 0.817 | 0.589 | 0.998 | 0.922 | 0.750 |
| 공안직 | 0.799 | 0.882 | 0.000 | 0.000 | 0.724 | 0.668 | 0.946 | 0.939 | 0.793 | 1.000 | 0.680 | 1.000 | 1.000 | 0.637 | 0.983 | 0.670 | 1.000 | 1.000 | 0.707 |
| 군무원 | 0.781 | 0.773 | 0.633 | 0.599 | 0.666 | 0.921 | 0.718 | 0.737 | 0.775 | 1.000 | 0.920 | 0.861 | 0.637 | 1.000 | 0.646 | 0.867 | 0.870 | 0.750 | 0.797 |
| 연구직 | 0.783 | 0.953 | 0.554 | 0.336 | 0.790 | 0.709 | 0.963 | 0.950 | 0.846 | 1.000 | 0.732 | 0.817 | 0.983 | 0.646 | 1.000 | 0.686 | 0.804 | 0.828 | 0.758 |
| 지도직 | 0.822 | 0.650 | 0.712 | 0.703 | 0.934 | 0.765 | 0.743 | 0.782 | 0.698 | 1.000 | 0.759 | 0.589 | 0.670 | 0.867 | 0.686 | 1.000 | 0.616 | 0.915 | 0.927 |
| 계약직 | 0.913 | 0.527 | 0.561 | 0.351 | 0.773 | 0.957 | 0.681 | 0.689 | 0.577 | 1.000 | 0.975 | 0.998 | 1.000 | 0.870 | 0.804 | 0.616 | 1.000 | 1.000 | 0.717 |
| 공중보건의 | 0.990 | 0.690 | 0.566 | 0.482 | 0.941 | 0.769 | 0.786 | 0.839 | 0.701 | 1.000 | 0.890 | 0.922 | 1.000 | 0.750 | 0.828 | 0.915 | 1.000 | 1.000 | 0.964 |
| 기타 | 0.988 | 0.742 | 0.604 | 0.614 | 0.934 | 0.782 | 0.857 | 0.845 | 0.793 | 1.000 | 0.796 | 0.750 | 0.707 | 0.797 | 0.758 | 0.927 | 0.717 | 0.964 | 1.000 |
| 연도 | 전체평균재직연수 | 증감평균재직연수 | 증감률(퍼센트) | 정무직 | 별정직 | 일반직 | 경찰 | 소방 | 교육 | 법관검사 | 기능직 | 공안직 | 군무원 | 연구직 | 지도직 | 계약직 | 공중보건의 | 기타 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 연도 | 1.000 | 0.603 | -0.632 | -0.653 | 0.709 | 0.348 | 0.569 | 0.676 | 0.670 | 0.917 | 0.990 | 0.847 | 0.792 | 0.477 | 0.664 | 0.350 | 0.865 | 0.940 | 0.425 |
| 전체평균재직연수 | 0.603 | 1.000 | -0.111 | -0.125 | 0.860 | 0.486 | 0.974 | 0.964 | 0.879 | 0.719 | 0.588 | 0.765 | 0.881 | 0.937 | 0.973 | 0.887 | 0.764 | 0.570 | 0.835 |
| 증감평균재직연수 | -0.632 | -0.111 | 1.000 | 0.996 | -0.245 | 0.227 | -0.147 | -0.186 | -0.395 | -0.548 | -0.634 | -0.294 | -0.417 | -0.071 | -0.243 | 0.192 | -0.507 | -0.633 | 0.018 |
| 증감률(퍼센트) | -0.653 | -0.125 | 0.996 | 1.000 | -0.268 | 0.183 | -0.159 | -0.201 | -0.396 | -0.571 | -0.655 | -0.327 | -0.434 | -0.083 | -0.255 | 0.172 | -0.518 | -0.660 | 0.005 |
| 정무직 | 0.709 | 0.860 | -0.245 | -0.268 | 1.000 | 0.529 | 0.820 | 0.919 | 0.840 | 0.772 | 0.709 | 0.813 | 0.862 | 0.769 | 0.860 | 0.739 | 0.726 | 0.691 | 0.609 |
| 별정직 | 0.348 | 0.486 | 0.227 | 0.183 | 0.529 | 1.000 | 0.456 | 0.456 | 0.143 | 0.405 | 0.350 | 0.451 | 0.351 | 0.523 | 0.402 | 0.687 | 0.315 | 0.368 | 0.548 |
| 일반직 | 0.569 | 0.974 | -0.147 | -0.159 | 0.820 | 0.456 | 1.000 | 0.938 | 0.881 | 0.707 | 0.574 | 0.723 | 0.887 | 0.959 | 0.985 | 0.884 | 0.781 | 0.560 | 0.895 |
| 경찰 | 0.676 | 0.964 | -0.186 | -0.201 | 0.919 | 0.456 | 0.938 | 1.000 | 0.921 | 0.780 | 0.678 | 0.838 | 0.900 | 0.906 | 0.960 | 0.831 | 0.795 | 0.663 | 0.749 |
| 소방 | 0.670 | 0.879 | -0.395 | -0.396 | 0.840 | 0.143 | 0.881 | 0.921 | 1.000 | 0.747 | 0.671 | 0.761 | 0.917 | 0.800 | 0.925 | 0.628 | 0.829 | 0.634 | 0.657 |
| 교육 | 0.917 | 0.719 | -0.548 | -0.571 | 0.772 | 0.405 | 0.707 | 0.780 | 0.747 | 1.000 | 0.926 | 0.872 | 0.824 | 0.626 | 0.780 | 0.467 | 0.862 | 0.886 | 0.529 |
| 법관검사 | 0.990 | 0.588 | -0.634 | -0.655 | 0.709 | 0.350 | 0.574 | 0.678 | 0.671 | 0.926 | 1.000 | 0.854 | 0.800 | 0.481 | 0.670 | 0.353 | 0.874 | 0.951 | 0.433 |
| 기능직 | 0.847 | 0.765 | -0.294 | -0.327 | 0.813 | 0.451 | 0.723 | 0.838 | 0.761 | 0.872 | 0.854 | 1.000 | 0.852 | 0.663 | 0.796 | 0.587 | 0.852 | 0.850 | 0.598 |
| 공안직 | 0.792 | 0.881 | -0.417 | -0.434 | 0.862 | 0.351 | 0.887 | 0.900 | 0.917 | 0.824 | 0.800 | 0.852 | 1.000 | 0.796 | 0.935 | 0.692 | 0.886 | 0.778 | 0.735 |
| 군무원 | 0.477 | 0.937 | -0.071 | -0.083 | 0.769 | 0.523 | 0.959 | 0.906 | 0.800 | 0.626 | 0.481 | 0.663 | 0.796 | 1.000 | 0.922 | 0.916 | 0.718 | 0.518 | 0.881 |
| 연구직 | 0.664 | 0.973 | -0.243 | -0.255 | 0.860 | 0.402 | 0.985 | 0.960 | 0.925 | 0.780 | 0.670 | 0.796 | 0.935 | 0.922 | 1.000 | 0.832 | 0.837 | 0.652 | 0.840 |
| 지도직 | 0.350 | 0.887 | 0.192 | 0.172 | 0.739 | 0.687 | 0.884 | 0.831 | 0.628 | 0.467 | 0.353 | 0.587 | 0.692 | 0.916 | 0.832 | 1.000 | 0.537 | 0.377 | 0.878 |
| 계약직 | 0.865 | 0.764 | -0.507 | -0.518 | 0.726 | 0.315 | 0.781 | 0.795 | 0.829 | 0.862 | 0.874 | 0.852 | 0.886 | 0.718 | 0.837 | 0.537 | 1.000 | 0.829 | 0.680 |
| 공중보건의 | 0.940 | 0.570 | -0.633 | -0.660 | 0.691 | 0.368 | 0.560 | 0.663 | 0.634 | 0.886 | 0.951 | 0.850 | 0.778 | 0.518 | 0.652 | 0.377 | 0.829 | 1.000 | 0.418 |
| 기타 | 0.425 | 0.835 | 0.018 | 0.005 | 0.609 | 0.548 | 0.895 | 0.749 | 0.657 | 0.529 | 0.433 | 0.598 | 0.735 | 0.881 | 0.840 | 0.878 | 0.680 | 0.418 | 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 | 전체평균재직연수 | 증감평균재직연수 | 증감률(퍼센트) | 정무직 | 별정직 | 일반직 | 경찰 | 소방 | 교육 | 법관검사 | 기능직 | 공안직 | 군무원 | 연구직 | 지도직 | 계약직 | 공중보건의 | 기타 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 2001 | 14.7 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1 | 2002 | 15.1 | 0.4 | 2.7 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2 | 2003 | 15.3 | 0.2 | 1.3 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3 | 2004 | 15.3 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4 | 2005 | 15.4 | 0.1 | 0.7 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 5 | 2006 | 15.5 | 0.1 | 0.6 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 6 | 2007 | 15.6 | 0.1 | 0.6 | 5.9 | 13.0 | 15.8 | 16.2 | 0.0 | 15.8 | 11.1 | 15.8 | 14.2 | 17.3 | 13.5 | 19.5 | 5.4 | 1.5 | 14.1 |
| 7 | 2008 | 15.7 | 0.1 | 0.6 | 5.1 | 13.1 | 15.8 | 16.3 | 0.0 | 15.8 | 11.3 | 16.2 | 14.5 | 17.3 | 13.6 | 19.5 | 5.7 | 1.4 | 14.1 |
| 8 | 2009 | 16.0 | 0.3 | 1.9 | 5.5 | 13.0 | 16.1 | 16.5 | 0.0 | 16.0 | 11.4 | 17.0 | 14.7 | 17.1 | 14.0 | 19.8 | 6.0 | 1.4 | 14.2 |
| 9 | 2010 | 16.4 | 0.4 | 2.5 | 5.3 | 13.0 | 16.6 | 16.7 | 0.0 | 16.3 | 11.7 | 17.6 | 14.9 | 17.3 | 14.2 | 20.5 | 6.1 | 1.3 | 14.5 |
| 연도 | 전체평균재직연수 | 증감평균재직연수 | 증감률(퍼센트) | 정무직 | 별정직 | 일반직 | 경찰 | 소방 | 교육 | 법관검사 | 기능직 | 공안직 | 군무원 | 연구직 | 지도직 | 계약직 | 공중보건의 | 기타 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 12 | 2013 | 17.7 | 0.3 | 1.7 | 18.1 | 6.9 | 18.2 | 19.1 | 15.8 | 17.4 | 13.0 | 20.1 | 15.9 | 18.6 | 15.4 | 21.6 | 6.5 | 1.9 | 17.1 |
| 13 | 2014 | 17.4 | -0.3 | -1.7 | 18.2 | 5.3 | 18.1 | 18.2 | 16.0 | 17.3 | 13.4 | 18.3 | 15.9 | 18.5 | 15.3 | 21.0 | 6.6 | 1.8 | 16.7 |
| 14 | 2015 | 17.3 | -0.1 | -0.6 | 17.1 | 5.9 | 17.9 | 17.8 | 15.9 | 17.2 | 13.8 | 18.9 | 16.0 | 17.9 | 15.2 | 20.4 | 6.7 | 1.9 | 16.3 |
| 15 | 2016 | 17.2 | -0.1 | -0.6 | 20.1 | 6.5 | 17.7 | 17.5 | 15.8 | 17.3 | 14.2 | 19.3 | 15.9 | 17.7 | 15.2 | 19.7 | 6.9 | 1.9 | 16.4 |
| 16 | 2017 | 17.2 | 0.0 | 0.0 | 17.0 | 6.6 | 17.5 | 17.5 | 15.7 | 17.5 | 14.3 | 19.5 | 15.5 | 17.6 | 14.9 | 18.9 | 7.1 | 1.8 | 16.7 |
| 17 | 2018 | 16.8 | -0.4 | -2.3 | 16.3 | 6.2 | 17.1 | 17.5 | 15.2 | 17.5 | 14.8 | 18.5 | 15.4 | 18.0 | 14.8 | 18.0 | 6.8 | 2.3 | 13.0 |
| 18 | 2019 | 16.4 | -0.4 | -2.4 | 17.8 | 6.6 | 16.6 | 17.1 | 14.5 | 17.5 | 15.1 | 18.9 | 15.4 | 16.6 | 14.6 | 16.7 | 6.4 | 2.3 | 12.2 |
| 19 | 2020 | 16.1 | -0.3 | -1.8 | 18.2 | 7.6 | 16.1 | 17.1 | 14.4 | 17.5 | 15.2 | 19.3 | 15.6 | 15.4 | 14.2 | 15.7 | 6.4 | 2.2 | 11.4 |
| 20 | 2021 | 15.8 | -0.3 | -1.8 | 17.1 | 7.9 | 15.6 | 17.0 | 14.2 | 17.4 | 15.4 | 19.4 | 15.5 | 13.5 | 14.0 | 15.3 | 6.7 | 2.4 | 11.4 |
| 21 | 2022 | 15.6 | -0.2 | -1.4 | 15.0 | 5.7 | 15.2 | 17.0 | 14.0 | 17.3 | 15.5 | 19.5 | 15.3 | 13.3 | 13.9 | 14.9 | 6.6 | 2.4 | 11.8 |