Dataset statistics
| Number of variables | 3 |
|---|---|
| Number of observations | 25 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 807.0 B |
| Average record size in memory | 32.3 B |
Variable types
| Numeric | 3 |
|---|
Dataset
| Description | 1998년부터 2022년까지 현역병 입영 현황에 대한 데이터로, 현역병 입영 구분을 징집병과 모집병으로 구분하여 자세하게 현황을 작성하고, 제공합니다. |
|---|---|
| Author | 병무청 |
| URL | https://www.data.go.kr/data/15076839/fileData.do |
연도 is highly overall correlated with 현역(징집)병 입영인원 and 1 other fields | High correlation |
현역(징집)병 입영인원 is highly overall correlated with 연도 and 1 other fields | High correlation |
모집병 입영인원 is highly overall correlated with 연도 and 1 other fields | High correlation |
연도 has unique values | Unique |
현역(징집)병 입영인원 has unique values | Unique |
모집병 입영인원 has 5 (20.0%) zeros | Zeros |
Reproduction
| Analysis started | 2023-12-12 10:26:13.568803 |
|---|---|
| Analysis finished | 2023-12-12 10:26:14.744264 |
| Duration | 1.18 second |
| Software version | ydata-profiling vv4.5.1 |
| Download configuration | config.json |
연도
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 25 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2010 |
| Minimum | 1998 |
|---|---|
| Maximum | 2022 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 357.0 B |
Quantile statistics
| Minimum | 1998 |
|---|---|
| 5-th percentile | 1999.2 |
| Q1 | 2004 |
| median | 2010 |
| Q3 | 2016 |
| 95-th percentile | 2020.8 |
| Maximum | 2022 |
| Range | 24 |
| Interquartile range (IQR) | 12 |
Descriptive statistics
| Standard deviation | 7.3598007 |
|---|---|
| Coefficient of variation (CV) | 0.0036615924 |
| Kurtosis | -1.2 |
| Mean | 2010 |
| Median Absolute Deviation (MAD) | 6 |
| Skewness | 0 |
| Sum | 50250 |
| Variance | 54.166667 |
| Monotonicity | Strictly increasing |
Histogram with fixed size bins (bins=25)
| Value | Count | Frequency (%) |
| 1998 | 1 | 4.0% |
| 1999 | 1 | 4.0% |
| 2022 | 1 | 4.0% |
| 2021 | 1 | 4.0% |
| 2020 | 1 | 4.0% |
| 2019 | 1 | 4.0% |
| 2018 | 1 | 4.0% |
| 2017 | 1 | 4.0% |
| 2016 | 1 | 4.0% |
| 2015 | 1 | 4.0% |
| Other values (15) | 15 |
| Value | Count | Frequency (%) |
| 1998 | 1 | |
| 1999 | 1 | |
| 2000 | 1 | |
| 2001 | 1 | |
| 2002 | 1 | |
| 2003 | 1 | |
| 2004 | 1 | |
| 2005 | 1 | |
| 2006 | 1 | |
| 2007 | 1 |
| Value | Count | Frequency (%) |
| 2022 | 1 | |
| 2021 | 1 | |
| 2020 | 1 | |
| 2019 | 1 | |
| 2018 | 1 | |
| 2017 | 1 | |
| 2016 | 1 | |
| 2015 | 1 | |
| 2014 | 1 | |
| 2013 | 1 |
현역(징집)병 입영인원
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 25 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 149074.76 |
| Minimum | 90358 |
|---|---|
| Maximum | 228014 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 357.0 B |
Quantile statistics
| Minimum | 90358 |
|---|---|
| 5-th percentile | 98465.8 |
| Q1 | 111971 |
| median | 139842 |
| Q3 | 175905 |
| 95-th percentile | 224546 |
| Maximum | 228014 |
| Range | 137656 |
| Interquartile range (IQR) | 63934 |
Descriptive statistics
| Standard deviation | 42918.079 |
|---|---|
| Coefficient of variation (CV) | 0.28789635 |
| Kurtosis | -0.70576808 |
| Mean | 149074.76 |
| Median Absolute Deviation (MAD) | 30384 |
| Skewness | 0.66970709 |
| Sum | 3726869 |
| Variance | 1.8419615 × 109 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=25)
| Value | Count | Frequency (%) |
| 220730 | 1 | 4.0% |
| 228014 | 1 | 4.0% |
| 90358 | 1 | 4.0% |
| 97649 | 1 | 4.0% |
| 109371 | 1 | 4.0% |
| 107269 | 1 | 4.0% |
| 101733 | 1 | 4.0% |
| 109458 | 1 | 4.0% |
| 120395 | 1 | 4.0% |
| 111971 | 1 | 4.0% |
| Other values (15) | 15 |
| Value | Count | Frequency (%) |
| 90358 | 1 | |
| 97649 | 1 | |
| 101733 | 1 | |
| 107269 | 1 | |
| 109371 | 1 | |
| 109458 | 1 | |
| 111971 | 1 | |
| 120395 | 1 | |
| 125536 | 1 | |
| 132484 | 1 |
| Value | Count | Frequency (%) |
| 228014 | 1 | |
| 225500 | 1 | |
| 220730 | 1 | |
| 218304 | 1 | |
| 208828 | 1 | |
| 182534 | 1 | |
| 175905 | 1 | |
| 158621 | 1 | |
| 150827 | 1 | |
| 147695 | 1 |
모집병 입영인원
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 21 |
|---|---|
| Distinct (%) | 84.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 87227.12 |
| Minimum | 0 |
|---|---|
| Maximum | 140808 |
| Zeros | 5 |
| Zeros (%) | 20.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 357.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 69279 |
| median | 116793 |
| Q3 | 126775 |
| 95-th percentile | 137334.6 |
| Maximum | 140808 |
| Range | 140808 |
| Interquartile range (IQR) | 57496 |
Descriptive statistics
| Standard deviation | 50990.41 |
|---|---|
| Coefficient of variation (CV) | 0.5845706 |
| Kurtosis | -0.76597226 |
| Mean | 87227.12 |
| Median Absolute Deviation (MAD) | 20950 |
| Skewness | -0.83930125 |
| Sum | 2180678 |
| Variance | 2.6000219 × 109 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=21)
| Value | Count | Frequency (%) |
| 0 | 5 | |
| 46251 | 1 | 4.0% |
| 95843 | 1 | 4.0% |
| 118105 | 1 | 4.0% |
| 126775 | 1 | 4.0% |
| 116793 | 1 | 4.0% |
| 120784 | 1 | 4.0% |
| 117657 | 1 | 4.0% |
| 140808 | 1 | 4.0% |
| 137506 | 1 | 4.0% |
| Other values (11) | 11 |
| Value | Count | Frequency (%) |
| 0 | 5 | |
| 46251 | 1 | 4.0% |
| 69279 | 1 | 4.0% |
| 71082 | 1 | 4.0% |
| 75446 | 1 | 4.0% |
| 77170 | 1 | 4.0% |
| 89945 | 1 | 4.0% |
| 95843 | 1 | 4.0% |
| 116793 | 1 | 4.0% |
| 117657 | 1 | 4.0% |
| Value | Count | Frequency (%) |
| 140808 | 1 | |
| 137506 | 1 | |
| 136649 | 1 | |
| 134482 | 1 | |
| 131142 | 1 | |
| 130635 | 1 | |
| 126775 | 1 | |
| 123257 | 1 | |
| 121069 | 1 | |
| 120784 | 1 |
| 연도 | 현역(징집)병 입영인원 | 모집병 입영인원 | |
|---|---|---|---|
| 연도 | 1.000 | 0.745 | 0.757 |
| 현역(징집)병 입영인원 | 0.745 | 1.000 | 0.766 |
| 모집병 입영인원 | 0.757 | 0.766 | 1.000 |
| 연도 | 현역(징집)병 입영인원 | 모집병 입영인원 | |
|---|---|---|---|
| 연도 | 1.000 | -0.956 | 0.732 |
| 현역(징집)병 입영인원 | -0.956 | 1.000 | -0.646 |
| 모집병 입영인원 | 0.732 | -0.646 | 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 | 현역(징집)병 입영인원 | 모집병 입영인원 | |
|---|---|---|---|
| 0 | 1998 | 220730 | 0 |
| 1 | 1999 | 228014 | 0 |
| 2 | 2000 | 208828 | 0 |
| 3 | 2001 | 225500 | 0 |
| 4 | 2002 | 218304 | 0 |
| 5 | 2003 | 182534 | 46251 |
| 6 | 2004 | 175905 | 69279 |
| 7 | 2005 | 158621 | 75446 |
| 8 | 2006 | 146083 | 71082 |
| 9 | 2007 | 145476 | 77170 |
| 연도 | 현역(징집)병 입영인원 | 모집병 입영인원 | |
|---|---|---|---|
| 15 | 2013 | 125536 | 130635 |
| 16 | 2014 | 137643 | 136649 |
| 17 | 2015 | 111971 | 137506 |
| 18 | 2016 | 120395 | 140808 |
| 19 | 2017 | 109458 | 117657 |
| 20 | 2018 | 101733 | 120784 |
| 21 | 2019 | 107269 | 116793 |
| 22 | 2020 | 109371 | 126775 |
| 23 | 2021 | 97649 | 118105 |
| 24 | 2022 | 90358 | 95843 |