Dataset statistics
| Number of variables | 3 |
|---|---|
| Number of observations | 28 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 888.0 B |
| Average record size in memory | 31.7 B |
Variable types
| Numeric | 3 |
|---|
Dataset
| Description | 대한적십자사 혈액정보관리 조혈모세포 기능 희망자 정보입니다. 성별로 구분한 데이터 입니다. 많은 활용 바랍니다. 대한적십자사 |
|---|---|
| URL | https://www.data.go.kr/data/15091241/fileData.do |
Reproduction
| Analysis started | 2023-12-12 08:02:49.005862 |
|---|---|
| Analysis finished | 2023-12-12 08:02:50.134435 |
| Duration | 1.13 second |
| Software version | ydata-profiling vv4.5.1 |
| Download configuration | config.json |
구분 연도
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 28 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2007.5 |
| Minimum | 1994 |
|---|---|
| Maximum | 2021 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 384.0 B |
Quantile statistics
| Minimum | 1994 |
|---|---|
| 5-th percentile | 1995.35 |
| Q1 | 2000.75 |
| median | 2007.5 |
| Q3 | 2014.25 |
| 95-th percentile | 2019.65 |
| Maximum | 2021 |
| Range | 27 |
| Interquartile range (IQR) | 13.5 |
Descriptive statistics
| Standard deviation | 8.2259751 |
|---|---|
| Coefficient of variation (CV) | 0.0040976215 |
| Kurtosis | -1.2 |
| Mean | 2007.5 |
| Median Absolute Deviation (MAD) | 7 |
| Skewness | 0 |
| Sum | 56210 |
| Variance | 67.666667 |
| Monotonicity | Strictly decreasing |
Histogram with fixed size bins (bins=28)
| Value | Count | Frequency (%) |
| 2021 | 1 | 3.6% |
| 2006 | 1 | 3.6% |
| 1994 | 1 | 3.6% |
| 1995 | 1 | 3.6% |
| 1996 | 1 | 3.6% |
| 1997 | 1 | 3.6% |
| 1998 | 1 | 3.6% |
| 1999 | 1 | 3.6% |
| 2000 | 1 | 3.6% |
| 2001 | 1 | 3.6% |
| Other values (18) | 18 |
| Value | Count | Frequency (%) |
| 1994 | 1 | |
| 1995 | 1 | |
| 1996 | 1 | |
| 1997 | 1 | |
| 1998 | 1 | |
| 1999 | 1 | |
| 2000 | 1 | |
| 2001 | 1 | |
| 2002 | 1 | |
| 2003 | 1 |
| Value | Count | Frequency (%) |
| 2021 | 1 | |
| 2020 | 1 | |
| 2019 | 1 | |
| 2018 | 1 | |
| 2017 | 1 | |
| 2016 | 1 | |
| 2015 | 1 | |
| 2014 | 1 | |
| 2013 | 1 | |
| 2012 | 1 |
여
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 28 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1790.4286 |
| Minimum | 113 |
|---|---|
| Maximum | 3647 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 384.0 B |
Quantile statistics
| Minimum | 113 |
|---|---|
| 5-th percentile | 499.6 |
| Q1 | 920 |
| median | 1752.5 |
| Q3 | 2529.75 |
| 95-th percentile | 3362 |
| Maximum | 3647 |
| Range | 3534 |
| Interquartile range (IQR) | 1609.75 |
Descriptive statistics
| Standard deviation | 988.86682 |
|---|---|
| Coefficient of variation (CV) | 0.55230733 |
| Kurtosis | -1.1113073 |
| Mean | 1790.4286 |
| Median Absolute Deviation (MAD) | 823 |
| Skewness | 0.18376034 |
| Sum | 50132 |
| Variance | 977857.59 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=28)
| Value | Count | Frequency (%) |
| 3647 | 1 | 3.6% |
| 1343 | 1 | 3.6% |
| 1186 | 1 | 3.6% |
| 113 | 1 | 3.6% |
| 774 | 1 | 3.6% |
| 459 | 1 | 3.6% |
| 905 | 1 | 3.6% |
| 825 | 1 | 3.6% |
| 850 | 1 | 3.6% |
| 575 | 1 | 3.6% |
| Other values (18) | 18 |
| Value | Count | Frequency (%) |
| 113 | 1 | |
| 459 | 1 | |
| 575 | 1 | |
| 774 | 1 | |
| 825 | 1 | |
| 850 | 1 | |
| 905 | 1 | |
| 925 | 1 | |
| 1008 | 1 | |
| 1155 | 1 |
| Value | Count | Frequency (%) |
| 3647 | 1 | |
| 3572 | 1 | |
| 2972 | 1 | |
| 2946 | 1 | |
| 2803 | 1 | |
| 2639 | 1 | |
| 2571 | 1 | |
| 2516 | 1 | |
| 2506 | 1 | |
| 2501 | 1 |
남
Real number (ℝ)
UNIQUE
| Distinct | 28 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3629.5714 |
| Minimum | 1901 |
|---|---|
| Maximum | 6056 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 384.0 B |
Quantile statistics
| Minimum | 1901 |
|---|---|
| 5-th percentile | 2250.7 |
| Q1 | 2842 |
| median | 3558 |
| Q3 | 4233.25 |
| 95-th percentile | 5331.35 |
| Maximum | 6056 |
| Range | 4155 |
| Interquartile range (IQR) | 1391.25 |
Descriptive statistics
| Standard deviation | 1053.1101 |
|---|---|
| Coefficient of variation (CV) | 0.29014724 |
| Kurtosis | -0.38596176 |
| Mean | 3629.5714 |
| Median Absolute Deviation (MAD) | 719 |
| Skewness | 0.48266381 |
| Sum | 101628 |
| Variance | 1109040.9 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=28)
| Value | Count | Frequency (%) |
| 3553 | 1 | 3.6% |
| 4658 | 1 | 3.6% |
| 1901 | 1 | 3.6% |
| 3563 | 1 | 3.6% |
| 2692 | 1 | 3.6% |
| 3381 | 1 | 3.6% |
| 2411 | 1 | 3.6% |
| 2330 | 1 | 3.6% |
| 2208 | 1 | 3.6% |
| 2578 | 1 | 3.6% |
| Other values (18) | 18 |
| Value | Count | Frequency (%) |
| 1901 | 1 | |
| 2208 | 1 | |
| 2330 | 1 | |
| 2411 | 1 | |
| 2578 | 1 | |
| 2692 | 1 | |
| 2833 | 1 | |
| 2845 | 1 | |
| 2870 | 1 | |
| 3057 | 1 |
| Value | Count | Frequency (%) |
| 6056 | 1 | |
| 5415 | 1 | |
| 5176 | 1 | |
| 4992 | 1 | |
| 4853 | 1 | |
| 4658 | 1 | |
| 4342 | 1 | |
| 4197 | 1 | |
| 4179 | 1 | |
| 4075 | 1 |
| 구분 연도 | 여 | 남 | |
|---|---|---|---|
| 구분 연도 | 1.000 | 0.594 | 0.625 |
| 여 | 0.594 | 1.000 | 0.690 |
| 남 | 0.625 | 0.690 | 1.000 |
| 구분 연도 | 여 | 남 | |
|---|---|---|---|
| 구분 연도 | 1.000 | 0.839 | 0.364 |
| 여 | 0.839 | 1.000 | 0.466 |
| 남 | 0.364 | 0.466 | 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 연도 | 여 | 남 | |
|---|---|---|---|
| 0 | 2021 | 3647 | 3553 |
| 1 | 2020 | 2972 | 3228 |
| 2 | 2019 | 2516 | 2870 |
| 3 | 2018 | 2018 | 3225 |
| 4 | 2017 | 2320 | 3057 |
| 5 | 2016 | 2264 | 3596 |
| 6 | 2015 | 2506 | 3660 |
| 7 | 2014 | 2946 | 3754 |
| 8 | 2013 | 2571 | 4179 |
| 9 | 2012 | 2639 | 4342 |
| 구분 연도 | 여 | 남 | |
|---|---|---|---|
| 18 | 2003 | 1167 | 2833 |
| 19 | 2002 | 1155 | 2845 |
| 20 | 2001 | 575 | 2578 |
| 21 | 2000 | 850 | 2208 |
| 22 | 1999 | 825 | 2330 |
| 23 | 1998 | 905 | 2411 |
| 24 | 1997 | 459 | 3381 |
| 25 | 1996 | 774 | 2692 |
| 26 | 1995 | 113 | 3563 |
| 27 | 1994 | 1186 | 1901 |