Dataset statistics
| Number of variables | 11 |
|---|---|
| Number of observations | 31 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 3.1 KiB |
| Average record size in memory | 102.3 B |
Variable types
| Text | 1 |
|---|---|
| Numeric | 10 |
Dataset
| Description | 퇴직연금, 유족연금, 장해연금 등 공무원연금공단에서 관리하는 연금의 수급 기간별 평균 연금 수급기간에 대한 현황 데이터입니다. |
|---|---|
| URL | https://www.data.go.kr/data/15054093/fileData.do |
인원(계) is highly overall correlated with 평균수급기간 and 8 other fields | High correlation |
평균수급기간 is highly overall correlated with 인원(계) and 8 other fields | High correlation |
퇴직연금(인원) is highly overall correlated with 인원(계) and 8 other fields | High correlation |
퇴직연금(수급기간) is highly overall correlated with 인원(계) and 8 other fields | High correlation |
유족연금인원(퇴직연금수급기간포함) is highly overall correlated with 인원(계) and 8 other fields | High correlation |
유족연금수급기간(퇴직연금수급기간포함) is highly overall correlated with 인원(계) and 8 other fields | High correlation |
유족연금수급기간(인원) is highly overall correlated with 인원(계) and 8 other fields | High correlation |
유족연금수급기간 is highly overall correlated with 인원(계) and 8 other fields | High correlation |
장해연금(인원) is highly overall correlated with 인원(계) and 8 other fields | High correlation |
장해연금수급기간 is highly overall correlated with 인원(계) and 8 other fields | High correlation |
구분 has unique values | Unique |
인원(계) has unique values | Unique |
평균수급기간 has unique values | Unique |
퇴직연금(인원) has unique values | Unique |
퇴직연금(수급기간) has unique values | Unique |
유족연금인원(퇴직연금수급기간포함) has unique values | Unique |
유족연금수급기간(인원) has unique values | Unique |
유족연금수급기간 has unique values | Unique |
장해연금수급기간 has unique values | Unique |
Reproduction
| Analysis started | 2023-12-12 14:03:01.885610 |
|---|---|
| Analysis finished | 2023-12-12 14:03:12.659451 |
| Duration | 10.77 seconds |
| Software version | ydata-profiling vv4.5.1 |
| Download configuration | config.json |
구분
Text
UNIQUE
| Distinct | 31 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 380.0 B |
Length
| Max length | 5 |
|---|---|
| Median length | 3 |
| Mean length | 2.8387097 |
| Min length | 2 |
Characters and Unicode
| Total characters | 88 |
|---|---|
| Distinct characters | 15 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 2 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 31 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | 1년미만 |
|---|---|
| 2nd row | 2년 |
| 3rd row | 3년 |
| 4th row | 4년 |
| 5th row | 5년 |
| Value | Count | Frequency (%) |
| 1년미만 | 1 | 3.2% |
| 17년 | 1 | 3.2% |
| 30년 | 1 | 3.2% |
| 29년 | 1 | 3.2% |
| 28년 | 1 | 3.2% |
| 27년 | 1 | 3.2% |
| 26년 | 1 | 3.2% |
| 25년 | 1 | 3.2% |
| 24년 | 1 | 3.2% |
| 23년 | 1 | 3.2% |
| Other values (21) | 21 |
Most occurring characters
| Value | Count | Frequency (%) |
| 년 | 31 | |
| 1 | 13 | |
| 2 | 13 | |
| 3 | 5 | 5.7% |
| 0 | 4 | 4.5% |
| 4 | 3 | 3.4% |
| 5 | 3 | 3.4% |
| 6 | 3 | 3.4% |
| 7 | 3 | 3.4% |
| 8 | 3 | 3.4% |
| Other values (5) | 7 | 8.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 53 | |
| Other Letter | 35 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 13 | |
| 2 | 13 | |
| 3 | 5 | 9.4% |
| 0 | 4 | 7.5% |
| 4 | 3 | 5.7% |
| 5 | 3 | 5.7% |
| 6 | 3 | 5.7% |
| 7 | 3 | 5.7% |
| 8 | 3 | 5.7% |
| 9 | 3 | 5.7% |
Other Letter
| Value | Count | Frequency (%) |
| 년 | 31 | |
| 미 | 1 | 2.9% |
| 만 | 1 | 2.9% |
| 이 | 1 | 2.9% |
| 상 | 1 | 2.9% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 53 | |
| Hangul | 35 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 13 | |
| 2 | 13 | |
| 3 | 5 | 9.4% |
| 0 | 4 | 7.5% |
| 4 | 3 | 5.7% |
| 5 | 3 | 5.7% |
| 6 | 3 | 5.7% |
| 7 | 3 | 5.7% |
| 8 | 3 | 5.7% |
| 9 | 3 | 5.7% |
Hangul
| Value | Count | Frequency (%) |
| 년 | 31 | |
| 미 | 1 | 2.9% |
| 만 | 1 | 2.9% |
| 이 | 1 | 2.9% |
| 상 | 1 | 2.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 53 | |
| Hangul | 35 |
Most frequent character per block
Hangul
| Value | Count | Frequency (%) |
| 년 | 31 | |
| 미 | 1 | 2.9% |
| 만 | 1 | 2.9% |
| 이 | 1 | 2.9% |
| 상 | 1 | 2.9% |
ASCII
| Value | Count | Frequency (%) |
| 1 | 13 | |
| 2 | 13 | |
| 3 | 5 | 9.4% |
| 0 | 4 | 7.5% |
| 4 | 3 | 5.7% |
| 5 | 3 | 5.7% |
| 6 | 3 | 5.7% |
| 7 | 3 | 5.7% |
| 8 | 3 | 5.7% |
| 9 | 3 | 5.7% |
인원(계)
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 31 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 20266.129 |
| Minimum | 2998 |
|---|---|
| Maximum | 55156 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 411.0 B |
Quantile statistics
| Minimum | 2998 |
|---|---|
| 5-th percentile | 4309 |
| Q1 | 11500 |
| median | 18820 |
| Q3 | 29587 |
| 95-th percentile | 37997 |
| Maximum | 55156 |
| Range | 52158 |
| Interquartile range (IQR) | 18087 |
Descriptive statistics
| Standard deviation | 12482.848 |
|---|---|
| Coefficient of variation (CV) | 0.61594635 |
| Kurtosis | 0.39745103 |
| Mean | 20266.129 |
| Median Absolute Deviation (MAD) | 9737 |
| Skewness | 0.73329884 |
| Sum | 628250 |
| Variance | 1.558215 × 108 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=31)
| Value | Count | Frequency (%) |
| 55156 | 1 | 3.2% |
| 38769 | 1 | 3.2% |
| 11779 | 1 | 3.2% |
| 2998 | 1 | 3.2% |
| 4248 | 1 | 3.2% |
| 4370 | 1 | 3.2% |
| 4813 | 1 | 3.2% |
| 5685 | 1 | 3.2% |
| 16703 | 1 | 3.2% |
| 25267 | 1 | 3.2% |
| Other values (21) | 21 |
| Value | Count | Frequency (%) |
| 2998 | 1 | |
| 4248 | 1 | |
| 4370 | 1 | |
| 4813 | 1 | |
| 5685 | 1 | |
| 7875 | 1 | |
| 9083 | 1 | |
| 11221 | 1 | |
| 11779 | 1 | |
| 13250 | 1 |
| Value | Count | Frequency (%) |
| 55156 | 1 | |
| 38769 | 1 | |
| 37225 | 1 | |
| 35732 | 1 | |
| 34352 | 1 | |
| 32787 | 1 | |
| 32392 | 1 | |
| 30603 | 1 | |
| 28571 | 1 | |
| 25267 | 1 |
평균수급기간
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 31 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 15.519355 |
| Minimum | 0.3 |
|---|---|
| Maximum | 34.1 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 411.0 B |
Quantile statistics
| Minimum | 0.3 |
|---|---|
| 5-th percentile | 1.9 |
| Q1 | 7.95 |
| median | 15.4 |
| Q3 | 22.95 |
| 95-th percentile | 28.9 |
| Maximum | 34.1 |
| Range | 33.8 |
| Interquartile range (IQR) | 15 |
Descriptive statistics
| Standard deviation | 9.3094726 |
|---|---|
| Coefficient of variation (CV) | 0.59986209 |
| Kurtosis | -1.0066248 |
| Mean | 15.519355 |
| Median Absolute Deviation (MAD) | 7.9 |
| Skewness | 0.095525353 |
| Sum | 481.1 |
| Variance | 86.66628 |
| Monotonicity | Strictly increasing |
Histogram with fixed size bins (bins=31)
| Value | Count | Frequency (%) |
| 0.3 | 1 | 3.2% |
| 1.4 | 1 | 3.2% |
| 34.1 | 1 | 3.2% |
| 29.4 | 1 | 3.2% |
| 28.4 | 1 | 3.2% |
| 27.4 | 1 | 3.2% |
| 26.4 | 1 | 3.2% |
| 25.4 | 1 | 3.2% |
| 24.2 | 1 | 3.2% |
| 23.4 | 1 | 3.2% |
| Other values (21) | 21 |
| Value | Count | Frequency (%) |
| 0.3 | 1 | |
| 1.4 | 1 | |
| 2.4 | 1 | |
| 3.4 | 1 | |
| 4.4 | 1 | |
| 5.4 | 1 | |
| 6.4 | 1 | |
| 7.5 | 1 | |
| 8.4 | 1 | |
| 9.5 | 1 |
| Value | Count | Frequency (%) |
| 34.1 | 1 | |
| 29.4 | 1 | |
| 28.4 | 1 | |
| 27.4 | 1 | |
| 26.4 | 1 | |
| 25.4 | 1 | |
| 24.2 | 1 | |
| 23.4 | 1 | |
| 22.5 | 1 | |
| 21.4 | 1 |
퇴직연금(인원)
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 31 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 17613.226 |
| Minimum | 2530 |
|---|---|
| Maximum | 48677 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 411.0 B |
Quantile statistics
| Minimum | 2530 |
|---|---|
| 5-th percentile | 3829 |
| Q1 | 9820.5 |
| median | 15920 |
| Q3 | 25295 |
| 95-th percentile | 32232 |
| Maximum | 48677 |
| Range | 46147 |
| Interquartile range (IQR) | 15474.5 |
Descriptive statistics
| Standard deviation | 10923.733 |
|---|---|
| Coefficient of variation (CV) | 0.62020058 |
| Kurtosis | 0.49429533 |
| Mean | 17613.226 |
| Median Absolute Deviation (MAD) | 8378 |
| Skewness | 0.74104279 |
| Sum | 546010 |
| Variance | 1.1932794 × 108 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=31)
| Value | Count | Frequency (%) |
| 48677 | 1 | 3.2% |
| 32769 | 1 | 3.2% |
| 10206 | 1 | 3.2% |
| 2530 | 1 | 3.2% |
| 3773 | 1 | 3.2% |
| 3885 | 1 | 3.2% |
| 4223 | 1 | 3.2% |
| 4985 | 1 | 3.2% |
| 15920 | 1 | 3.2% |
| 24236 | 1 | 3.2% |
| Other values (21) | 21 |
| Value | Count | Frequency (%) |
| 2530 | 1 | |
| 3773 | 1 | |
| 3885 | 1 | |
| 4223 | 1 | |
| 4985 | 1 | |
| 6528 | 1 | |
| 7542 | 1 | |
| 9435 | 1 | |
| 10206 | 1 | |
| 10742 | 1 |
| Value | Count | Frequency (%) |
| 48677 | 1 | |
| 32769 | 1 | |
| 31695 | 1 | |
| 30758 | 1 | |
| 30490 | 1 | |
| 28958 | 1 | |
| 27505 | 1 | |
| 26111 | 1 | |
| 24479 | 1 | |
| 24236 | 1 |
퇴직연금(수급기간)
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 31 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 15.525806 |
| Minimum | 0.3 |
|---|---|
| Maximum | 34.3 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 411.0 B |
Quantile statistics
| Minimum | 0.3 |
|---|---|
| 5-th percentile | 1.9 |
| Q1 | 7.95 |
| median | 15.4 |
| Q3 | 22.95 |
| 95-th percentile | 28.9 |
| Maximum | 34.3 |
| Range | 34 |
| Interquartile range (IQR) | 15 |
Descriptive statistics
| Standard deviation | 9.3228382 |
|---|---|
| Coefficient of variation (CV) | 0.60047368 |
| Kurtosis | -0.99210449 |
| Mean | 15.525806 |
| Median Absolute Deviation (MAD) | 7.9 |
| Skewness | 0.10210325 |
| Sum | 481.3 |
| Variance | 86.915312 |
| Monotonicity | Strictly increasing |
Histogram with fixed size bins (bins=31)
| Value | Count | Frequency (%) |
| 0.3 | 1 | 3.2% |
| 1.4 | 1 | 3.2% |
| 34.3 | 1 | 3.2% |
| 29.4 | 1 | 3.2% |
| 28.4 | 1 | 3.2% |
| 27.4 | 1 | 3.2% |
| 26.4 | 1 | 3.2% |
| 25.4 | 1 | 3.2% |
| 24.2 | 1 | 3.2% |
| 23.4 | 1 | 3.2% |
| Other values (21) | 21 |
| Value | Count | Frequency (%) |
| 0.3 | 1 | |
| 1.4 | 1 | |
| 2.4 | 1 | |
| 3.4 | 1 | |
| 4.4 | 1 | |
| 5.4 | 1 | |
| 6.4 | 1 | |
| 7.5 | 1 | |
| 8.4 | 1 | |
| 9.5 | 1 |
| Value | Count | Frequency (%) |
| 34.3 | 1 | |
| 29.4 | 1 | |
| 28.4 | 1 | |
| 27.4 | 1 | |
| 26.4 | 1 | |
| 25.4 | 1 | |
| 24.2 | 1 | |
| 23.4 | 1 | |
| 22.5 | 1 | |
| 21.4 | 1 |
유족연금인원(퇴직연금수급기간포함)
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 31 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2532.1935 |
| Minimum | 444 |
|---|---|
| Maximum | 6374 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 411.0 B |
Quantile statistics
| Minimum | 444 |
|---|---|
| 5-th percentile | 447.5 |
| Q1 | 1169 |
| median | 2178 |
| Q3 | 3565.5 |
| 95-th percentile | 5585.5 |
| Maximum | 6374 |
| Range | 5930 |
| Interquartile range (IQR) | 2396.5 |
Descriptive statistics
| Standard deviation | 1721.8655 |
|---|---|
| Coefficient of variation (CV) | 0.67998969 |
| Kurtosis | -0.55419172 |
| Mean | 2532.1935 |
| Median Absolute Deviation (MAD) | 1270 |
| Skewness | 0.64652043 |
| Sum | 78498 |
| Variance | 2964820.8 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=31)
| Value | Count | Frequency (%) |
| 6374 | 1 | 3.2% |
| 5837 | 1 | 3.2% |
| 1460 | 1 | 3.2% |
| 449 | 1 | 3.2% |
| 446 | 1 | 3.2% |
| 444 | 1 | 3.2% |
| 557 | 1 | 3.2% |
| 664 | 1 | 3.2% |
| 661 | 1 | 3.2% |
| 896 | 1 | 3.2% |
| Other values (21) | 21 |
| Value | Count | Frequency (%) |
| 444 | 1 | |
| 446 | 1 | |
| 449 | 1 | |
| 557 | 1 | |
| 661 | 1 | |
| 664 | 1 | |
| 896 | 1 | |
| 1069 | 1 | |
| 1269 | 1 | |
| 1444 | 1 |
| Value | Count | Frequency (%) |
| 6374 | 1 | |
| 5837 | 1 | |
| 5334 | 1 | |
| 5068 | 1 | |
| 4752 | 1 | |
| 4377 | 1 | |
| 3963 | 1 | |
| 3683 | 1 | |
| 3448 | 1 | |
| 3344 | 1 |
유족연금수급기간(퇴직연금수급기간포함)
Real number (ℝ)
HIGH CORRELATION
| Distinct | 27 |
|---|---|
| Distinct (%) | 87.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 24.790323 |
| Minimum | 19.3 |
|---|---|
| Maximum | 34.9 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 411.0 B |
Quantile statistics
| Minimum | 19.3 |
|---|---|
| 5-th percentile | 19.6 |
| Q1 | 21.3 |
| median | 23.9 |
| Q3 | 27.7 |
| 95-th percentile | 31.8 |
| Maximum | 34.9 |
| Range | 15.6 |
| Interquartile range (IQR) | 6.4 |
Descriptive statistics
| Standard deviation | 4.3194409 |
|---|---|
| Coefficient of variation (CV) | 0.174239 |
| Kurtosis | -0.58633282 |
| Mean | 24.790323 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 0.66512236 |
| Sum | 768.5 |
| Variance | 18.65757 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=27)
| Value | Count | Frequency (%) |
| 20.5 | 2 | 6.5% |
| 21.5 | 2 | 6.5% |
| 23.9 | 2 | 6.5% |
| 25.3 | 2 | 6.5% |
| 19.4 | 1 | 3.2% |
| 26.2 | 1 | 3.2% |
| 34.9 | 1 | 3.2% |
| 32.0 | 1 | 3.2% |
| 31.6 | 1 | 3.2% |
| 31.0 | 1 | 3.2% |
| Other values (17) | 17 |
| Value | Count | Frequency (%) |
| 19.3 | 1 | |
| 19.4 | 1 | |
| 19.8 | 1 | |
| 20.2 | 1 | |
| 20.5 | 2 | |
| 20.9 | 1 | |
| 21.1 | 1 | |
| 21.5 | 2 | |
| 22.2 | 1 | |
| 22.4 | 1 |
| Value | Count | Frequency (%) |
| 34.9 | 1 | |
| 32.0 | 1 | |
| 31.6 | 1 | |
| 31.0 | 1 | |
| 30.5 | 1 | |
| 29.8 | 1 | |
| 29.5 | 1 | |
| 28.1 | 1 | |
| 27.3 | 1 | |
| 26.6 | 1 |
유족연금수급기간(인원)
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 31 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2532.1935 |
| Minimum | 444 |
|---|---|
| Maximum | 6374 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 411.0 B |
Quantile statistics
| Minimum | 444 |
|---|---|
| 5-th percentile | 447.5 |
| Q1 | 1169 |
| median | 2178 |
| Q3 | 3565.5 |
| 95-th percentile | 5585.5 |
| Maximum | 6374 |
| Range | 5930 |
| Interquartile range (IQR) | 2396.5 |
Descriptive statistics
| Standard deviation | 1721.8655 |
|---|---|
| Coefficient of variation (CV) | 0.67998969 |
| Kurtosis | -0.55419172 |
| Mean | 2532.1935 |
| Median Absolute Deviation (MAD) | 1270 |
| Skewness | 0.64652043 |
| Sum | 78498 |
| Variance | 2964820.8 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=31)
| Value | Count | Frequency (%) |
| 6374 | 1 | 3.2% |
| 5837 | 1 | 3.2% |
| 1460 | 1 | 3.2% |
| 449 | 1 | 3.2% |
| 446 | 1 | 3.2% |
| 444 | 1 | 3.2% |
| 557 | 1 | 3.2% |
| 664 | 1 | 3.2% |
| 661 | 1 | 3.2% |
| 896 | 1 | 3.2% |
| Other values (21) | 21 |
| Value | Count | Frequency (%) |
| 444 | 1 | |
| 446 | 1 | |
| 449 | 1 | |
| 557 | 1 | |
| 661 | 1 | |
| 664 | 1 | |
| 896 | 1 | |
| 1069 | 1 | |
| 1269 | 1 | |
| 1444 | 1 |
| Value | Count | Frequency (%) |
| 6374 | 1 | |
| 5837 | 1 | |
| 5334 | 1 | |
| 5068 | 1 | |
| 4752 | 1 | |
| 4377 | 1 | |
| 3963 | 1 | |
| 3683 | 1 | |
| 3448 | 1 | |
| 3344 | 1 |
유족연금수급기간
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 31 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 15.535484 |
| Minimum | 0.5 |
|---|---|
| Maximum | 33 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 411.0 B |
Quantile statistics
| Minimum | 0.5 |
|---|---|
| 5-th percentile | 1.9 |
| Q1 | 7.95 |
| median | 15.5 |
| Q3 | 22.95 |
| 95-th percentile | 28.9 |
| Maximum | 33 |
| Range | 32.5 |
| Interquartile range (IQR) | 15 |
Descriptive statistics
| Standard deviation | 9.2306572 |
|---|---|
| Coefficient of variation (CV) | 0.59416606 |
| Kurtosis | -1.0879113 |
| Mean | 15.535484 |
| Median Absolute Deviation (MAD) | 7.9 |
| Skewness | 0.060619377 |
| Sum | 481.6 |
| Variance | 85.205032 |
| Monotonicity | Strictly increasing |
Histogram with fixed size bins (bins=31)
| Value | Count | Frequency (%) |
| 0.5 | 1 | 3.2% |
| 1.4 | 1 | 3.2% |
| 33.0 | 1 | 3.2% |
| 29.4 | 1 | 3.2% |
| 28.4 | 1 | 3.2% |
| 27.4 | 1 | 3.2% |
| 26.5 | 1 | 3.2% |
| 25.5 | 1 | 3.2% |
| 24.4 | 1 | 3.2% |
| 23.4 | 1 | 3.2% |
| Other values (21) | 21 |
| Value | Count | Frequency (%) |
| 0.5 | 1 | |
| 1.4 | 1 | |
| 2.4 | 1 | |
| 3.5 | 1 | |
| 4.5 | 1 | |
| 5.4 | 1 | |
| 6.5 | 1 | |
| 7.5 | 1 | |
| 8.4 | 1 | |
| 9.5 | 1 |
| Value | Count | Frequency (%) |
| 33.0 | 1 | |
| 29.4 | 1 | |
| 28.4 | 1 | |
| 27.4 | 1 | |
| 26.5 | 1 | |
| 25.5 | 1 | |
| 24.4 | 1 | |
| 23.4 | 1 | |
| 22.5 | 1 | |
| 21.4 | 1 |
장해연금(인원)
Real number (ℝ)
HIGH CORRELATION
| Distinct | 29 |
|---|---|
| Distinct (%) | 93.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 120.70968 |
| Minimum | 19 |
|---|---|
| Maximum | 400 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 411.0 B |
Quantile statistics
| Minimum | 19 |
|---|---|
| 5-th percentile | 31 |
| Q1 | 82 |
| median | 115 |
| Q3 | 146.5 |
| 95-th percentile | 208.5 |
| Maximum | 400 |
| Range | 381 |
| Interquartile range (IQR) | 64.5 |
Descriptive statistics
| Standard deviation | 71.637138 |
|---|---|
| Coefficient of variation (CV) | 0.5934664 |
| Kurtosis | 6.8478993 |
| Mean | 120.70968 |
| Median Absolute Deviation (MAD) | 32 |
| Skewness | 1.8946921 |
| Sum | 3742 |
| Variance | 5131.8796 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=29)
| Value | Count | Frequency (%) |
| 135 | 2 | 6.5% |
| 146 | 2 | 6.5% |
| 105 | 1 | 3.2% |
| 221 | 1 | 3.2% |
| 113 | 1 | 3.2% |
| 19 | 1 | 3.2% |
| 29 | 1 | 3.2% |
| 41 | 1 | 3.2% |
| 33 | 1 | 3.2% |
| 36 | 1 | 3.2% |
| Other values (19) | 19 |
| Value | Count | Frequency (%) |
| 19 | 1 | |
| 29 | 1 | |
| 33 | 1 | |
| 36 | 1 | |
| 41 | 1 | |
| 69 | 1 | |
| 78 | 1 | |
| 81 | 1 | |
| 83 | 1 | |
| 85 | 1 |
| Value | Count | Frequency (%) |
| 400 | 1 | |
| 221 | 1 | |
| 196 | 1 | |
| 174 | 1 | |
| 163 | 1 | |
| 156 | 1 | |
| 148 | 1 | |
| 147 | 1 | |
| 146 | 2 | |
| 143 | 1 |
장해연금수급기간
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 31 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 15.554839 |
| Minimum | 0.6 |
|---|---|
| Maximum | 34.4 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 411.0 B |
Quantile statistics
| Minimum | 0.6 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 7.9 |
| median | 15.4 |
| Q3 | 22.95 |
| 95-th percentile | 28.95 |
| Maximum | 34.4 |
| Range | 33.8 |
| Interquartile range (IQR) | 15.05 |
Descriptive statistics
| Standard deviation | 9.3014636 |
|---|---|
| Coefficient of variation (CV) | 0.59797879 |
| Kurtosis | -0.99052807 |
| Mean | 15.554839 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | 0.11610572 |
| Sum | 482.2 |
| Variance | 86.517226 |
| Monotonicity | Strictly increasing |
Histogram with fixed size bins (bins=31)
| Value | Count | Frequency (%) |
| 0.6 | 1 | 3.2% |
| 1.5 | 1 | 3.2% |
| 34.4 | 1 | 3.2% |
| 29.5 | 1 | 3.2% |
| 28.4 | 1 | 3.2% |
| 27.4 | 1 | 3.2% |
| 26.3 | 1 | 3.2% |
| 25.4 | 1 | 3.2% |
| 24.3 | 1 | 3.2% |
| 23.5 | 1 | 3.2% |
| Other values (21) | 21 |
| Value | Count | Frequency (%) |
| 0.6 | 1 | |
| 1.5 | 1 | |
| 2.5 | 1 | |
| 3.4 | 1 | |
| 4.5 | 1 | |
| 5.5 | 1 | |
| 6.4 | 1 | |
| 7.4 | 1 | |
| 8.4 | 1 | |
| 9.5 | 1 |
| Value | Count | Frequency (%) |
| 34.4 | 1 | |
| 29.5 | 1 | |
| 28.4 | 1 | |
| 27.4 | 1 | |
| 26.3 | 1 | |
| 25.4 | 1 | |
| 24.3 | 1 | |
| 23.5 | 1 | |
| 22.4 | 1 | |
| 21.4 | 1 |
| 구분 | 인원(계) | 평균수급기간 | 퇴직연금(인원) | 퇴직연금(수급기간) | 유족연금인원(퇴직연금수급기간포함) | 유족연금수급기간(퇴직연금수급기간포함) | 유족연금수급기간(인원) | 유족연금수급기간 | 장해연금(인원) | 장해연금수급기간 | |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 구분 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 |
| 인원(계) | 1.000 | 1.000 | 0.662 | 0.999 | 0.652 | 0.609 | 0.530 | 0.609 | 0.650 | 0.627 | 0.652 |
| 평균수급기간 | 1.000 | 0.662 | 1.000 | 0.683 | 1.000 | 0.881 | 0.971 | 0.881 | 0.993 | 0.685 | 1.000 |
| 퇴직연금(인원) | 1.000 | 0.999 | 0.683 | 1.000 | 0.675 | 0.622 | 0.581 | 0.622 | 0.687 | 0.635 | 0.675 |
| 퇴직연금(수급기간) | 1.000 | 0.652 | 1.000 | 0.675 | 1.000 | 0.881 | 0.970 | 0.881 | 0.991 | 0.677 | 1.000 |
| 유족연금인원(퇴직연금수급기간포함) | 1.000 | 0.609 | 0.881 | 0.622 | 0.881 | 1.000 | 0.889 | 1.000 | 0.929 | 0.666 | 0.881 |
| 유족연금수급기간(퇴직연금수급기간포함) | 1.000 | 0.530 | 0.971 | 0.581 | 0.970 | 0.889 | 1.000 | 0.889 | 0.977 | 0.574 | 0.970 |
| 유족연금수급기간(인원) | 1.000 | 0.609 | 0.881 | 0.622 | 0.881 | 1.000 | 0.889 | 1.000 | 0.929 | 0.666 | 0.881 |
| 유족연금수급기간 | 1.000 | 0.650 | 0.993 | 0.687 | 0.991 | 0.929 | 0.977 | 0.929 | 1.000 | 0.743 | 0.991 |
| 장해연금(인원) | 1.000 | 0.627 | 0.685 | 0.635 | 0.677 | 0.666 | 0.574 | 0.666 | 0.743 | 1.000 | 0.677 |
| 장해연금수급기간 | 1.000 | 0.652 | 1.000 | 0.675 | 1.000 | 0.881 | 0.970 | 0.881 | 0.991 | 0.677 | 1.000 |
| 인원(계) | 평균수급기간 | 퇴직연금(인원) | 퇴직연금(수급기간) | 유족연금인원(퇴직연금수급기간포함) | 유족연금수급기간(퇴직연금수급기간포함) | 유족연금수급기간(인원) | 유족연금수급기간 | 장해연금(인원) | 장해연금수급기간 | |
|---|---|---|---|---|---|---|---|---|---|---|
| 인원(계) | 1.000 | -0.870 | 0.998 | -0.870 | 0.869 | -0.862 | 0.869 | -0.870 | 0.640 | -0.870 |
| 평균수급기간 | -0.870 | 1.000 | -0.856 | 1.000 | -0.976 | 0.999 | -0.976 | 1.000 | -0.510 | 1.000 |
| 퇴직연금(인원) | 0.998 | -0.856 | 1.000 | -0.856 | 0.854 | -0.848 | 0.854 | -0.856 | 0.655 | -0.856 |
| 퇴직연금(수급기간) | -0.870 | 1.000 | -0.856 | 1.000 | -0.976 | 0.999 | -0.976 | 1.000 | -0.510 | 1.000 |
| 유족연금인원(퇴직연금수급기간포함) | 0.869 | -0.976 | 0.854 | -0.976 | 1.000 | -0.975 | 1.000 | -0.976 | 0.530 | -0.976 |
| 유족연금수급기간(퇴직연금수급기간포함) | -0.862 | 0.999 | -0.848 | 0.999 | -0.975 | 1.000 | -0.975 | 0.999 | -0.508 | 0.999 |
| 유족연금수급기간(인원) | 0.869 | -0.976 | 0.854 | -0.976 | 1.000 | -0.975 | 1.000 | -0.976 | 0.530 | -0.976 |
| 유족연금수급기간 | -0.870 | 1.000 | -0.856 | 1.000 | -0.976 | 0.999 | -0.976 | 1.000 | -0.510 | 1.000 |
| 장해연금(인원) | 0.640 | -0.510 | 0.655 | -0.510 | 0.530 | -0.508 | 0.530 | -0.510 | 1.000 | -0.510 |
| 장해연금수급기간 | -0.870 | 1.000 | -0.856 | 1.000 | -0.976 | 0.999 | -0.976 | 1.000 | -0.510 | 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.
| 구분 | 인원(계) | 평균수급기간 | 퇴직연금(인원) | 퇴직연금(수급기간) | 유족연금인원(퇴직연금수급기간포함) | 유족연금수급기간(퇴직연금수급기간포함) | 유족연금수급기간(인원) | 유족연금수급기간 | 장해연금(인원) | 장해연금수급기간 | |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1년미만 | 55156 | 0.3 | 48677 | 0.3 | 6374 | 19.4 | 6374 | 0.5 | 105 | 0.6 |
| 1 | 2년 | 38769 | 1.4 | 32769 | 1.4 | 5837 | 19.3 | 5837 | 1.4 | 163 | 1.5 |
| 2 | 3년 | 37225 | 2.4 | 31695 | 2.4 | 5334 | 19.8 | 5334 | 2.4 | 196 | 2.5 |
| 3 | 4년 | 35732 | 3.4 | 30490 | 3.4 | 5068 | 20.2 | 5068 | 3.5 | 174 | 3.4 |
| 4 | 5년 | 32392 | 4.4 | 27505 | 4.4 | 4752 | 20.5 | 4752 | 4.5 | 135 | 4.5 |
| 5 | 6년 | 30603 | 5.4 | 26111 | 5.4 | 4377 | 20.5 | 4377 | 5.4 | 115 | 5.5 |
| 6 | 7년 | 28571 | 6.4 | 24479 | 6.4 | 3963 | 20.9 | 3963 | 6.5 | 129 | 6.4 |
| 7 | 8년 | 32787 | 7.5 | 28958 | 7.5 | 3683 | 21.1 | 3683 | 7.5 | 146 | 7.4 |
| 8 | 9년 | 34352 | 8.4 | 30758 | 8.4 | 3448 | 21.5 | 3448 | 8.4 | 146 | 8.4 |
| 9 | 10년 | 18897 | 9.5 | 15468 | 9.5 | 3344 | 21.5 | 3344 | 9.5 | 85 | 9.5 |
| 구분 | 인원(계) | 평균수급기간 | 퇴직연금(인원) | 퇴직연금(수급기간) | 유족연금인원(퇴직연금수급기간포함) | 유족연금수급기간(퇴직연금수급기간포함) | 유족연금수급기간(인원) | 유족연금수급기간 | 장해연금(인원) | 장해연금수급기간 | |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 21 | 22년 | 7875 | 21.4 | 6528 | 21.4 | 1269 | 26.6 | 1269 | 21.4 | 78 | 21.4 |
| 22 | 23년 | 16425 | 22.5 | 15275 | 22.5 | 1069 | 27.3 | 1069 | 22.5 | 81 | 22.4 |
| 23 | 24년 | 25267 | 23.4 | 24236 | 23.4 | 896 | 28.1 | 896 | 23.4 | 135 | 23.5 |
| 24 | 25년 | 16703 | 24.2 | 15920 | 24.2 | 661 | 29.5 | 661 | 24.4 | 122 | 24.3 |
| 25 | 26년 | 5685 | 25.4 | 4985 | 25.4 | 664 | 29.8 | 664 | 25.5 | 36 | 25.4 |
| 26 | 27년 | 4813 | 26.4 | 4223 | 26.4 | 557 | 30.5 | 557 | 26.5 | 33 | 26.3 |
| 27 | 28년 | 4370 | 27.4 | 3885 | 27.4 | 444 | 31.0 | 444 | 27.4 | 41 | 27.4 |
| 28 | 29년 | 4248 | 28.4 | 3773 | 28.4 | 446 | 31.6 | 446 | 28.4 | 29 | 28.4 |
| 29 | 30년 | 2998 | 29.4 | 2530 | 29.4 | 449 | 32.0 | 449 | 29.4 | 19 | 29.5 |
| 30 | 30년이상 | 11779 | 34.1 | 10206 | 34.3 | 1460 | 34.9 | 1460 | 33.0 | 113 | 34.4 |