Dataset statistics
| Number of variables | 11 |
|---|---|
| Number of observations | 34 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 3.4 KiB |
| Average record size in memory | 101.9 B |
Variable types
| Numeric | 10 |
|---|---|
| Categorical | 1 |
Dataset
| Description | 음주폐해예방 관련 지표- 국외통계지표 > 성인의 음주행동유형> 19세 이상 성인의 연간 음주율 지표데이터를 제공합니다. |
|---|---|
| Author | 한국건강증진개발원 |
| URL | https://www.data.go.kr/data/15050196/fileData.do |
전체 is highly overall correlated with 동(거주지) and 8 other fields | High correlation |
동(거주지) is highly overall correlated with 전체 and 8 other fields | High correlation |
읍면(거주지) is highly overall correlated with 전체 and 8 other fields | High correlation |
20-29(19-29)(연령별) is highly overall correlated with 전체 and 8 other fields | High correlation |
30-39(연령별) is highly overall correlated with 전체 and 8 other fields | High correlation |
40-49(연령별) is highly overall correlated with 전체 and 8 other fields | High correlation |
50-59(연령별) is highly overall correlated with 전체 and 8 other fields | High correlation |
60-69(연령별) is highly overall correlated with 전체 and 8 other fields | High correlation |
70세 이상(연령별) is highly overall correlated with 전체 and 8 other fields | High correlation |
구분 is highly overall correlated with 전체 and 8 other fields | High correlation |
70세 이상(연령별) has 4 (11.8%) zeros | Zeros |
Reproduction
| Analysis started | 2023-12-12 18:18:37.239979 |
|---|---|
| Analysis finished | 2023-12-12 18:18:49.298915 |
| Duration | 12.06 seconds |
| Software version | ydata-profiling vv4.5.1 |
| Download configuration | config.json |
연도
Real number (ℝ)
| Distinct | 17 |
|---|---|
| Distinct (%) | 50.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2011.3529 |
| Minimum | 1998 |
|---|---|
| Maximum | 2020 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 438.0 B |
Quantile statistics
| Minimum | 1998 |
|---|---|
| 5-th percentile | 1999.95 |
| Q1 | 2008 |
| median | 2012 |
| Q3 | 2016 |
| 95-th percentile | 2019.35 |
| Maximum | 2020 |
| Range | 22 |
| Interquartile range (IQR) | 8 |
Descriptive statistics
| Standard deviation | 6.1194293 |
|---|---|
| Coefficient of variation (CV) | 0.0030424443 |
| Kurtosis | -0.28076817 |
| Mean | 2011.3529 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | -0.60218438 |
| Sum | 68386 |
| Variance | 37.447415 |
| Monotonicity | Increasing |
Histogram with fixed size bins (bins=17)
| Value | Count | Frequency (%) |
| 1998 | 2 | 5.9% |
| 2001 | 2 | 5.9% |
| 2020 | 2 | 5.9% |
| 2019 | 2 | 5.9% |
| 2018 | 2 | 5.9% |
| 2017 | 2 | 5.9% |
| 2016 | 2 | 5.9% |
| 2015 | 2 | 5.9% |
| 2014 | 2 | 5.9% |
| 2013 | 2 | 5.9% |
| Other values (7) | 14 |
| Value | Count | Frequency (%) |
| 1998 | 2 | |
| 2001 | 2 | |
| 2005 | 2 | |
| 2007 | 2 | |
| 2008 | 2 | |
| 2009 | 2 | |
| 2010 | 2 | |
| 2011 | 2 | |
| 2012 | 2 | |
| 2013 | 2 |
| Value | Count | Frequency (%) |
| 2020 | 2 | |
| 2019 | 2 | |
| 2018 | 2 | |
| 2017 | 2 | |
| 2016 | 2 | |
| 2015 | 2 | |
| 2014 | 2 | |
| 2013 | 2 | |
| 2012 | 2 | |
| 2011 | 2 |
구분
Categorical
HIGH CORRELATION
| Distinct | 2 |
|---|---|
| Distinct (%) | 5.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 404.0 B |
| 남 | |
|---|---|
| 여 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 남 |
|---|---|
| 2nd row | 여 |
| 3rd row | 남 |
| 4th row | 여 |
| 5th row | 남 |
Common Values
| Value | Count | Frequency (%) |
| 남 | 17 | |
| 여 | 17 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 남 | 17 | |
| 여 | 17 |
전체
Real number (ℝ)
HIGH CORRELATION
| Distinct | 30 |
|---|---|
| Distinct (%) | 88.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 77.564706 |
| Minimum | 59.3 |
|---|---|
| Maximum | 88.1 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 438.0 B |
Quantile statistics
| Minimum | 59.3 |
|---|---|
| 5-th percentile | 63.24 |
| Q1 | 70.675 |
| median | 78.85 |
| Q3 | 86.1 |
| 95-th percentile | 87.45 |
| Maximum | 88.1 |
| Range | 28.8 |
| Interquartile range (IQR) | 15.425 |
Descriptive statistics
| Standard deviation | 9.0788426 |
|---|---|
| Coefficient of variation (CV) | 0.11704863 |
| Kurtosis | -1.2765745 |
| Mean | 77.564706 |
| Median Absolute Deviation (MAD) | 7.7 |
| Skewness | -0.35260204 |
| Sum | 2637.2 |
| Variance | 82.425383 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=30)
| Value | Count | Frequency (%) |
| 86.1 | 3 | 8.8% |
| 70.9 | 2 | 5.9% |
| 88.1 | 2 | 5.9% |
| 83.4 | 1 | 2.9% |
| 71.6 | 1 | 2.9% |
| 86.3 | 1 | 2.9% |
| 70.6 | 1 | 2.9% |
| 86.6 | 1 | 2.9% |
| 87.1 | 1 | 2.9% |
| 75.0 | 1 | 2.9% |
| Other values (20) | 20 |
| Value | Count | Frequency (%) |
| 59.3 | 1 | |
| 59.6 | 1 | |
| 65.2 | 1 | |
| 67.7 | 1 | |
| 68.5 | 1 | |
| 68.8 | 1 | |
| 69.2 | 1 | |
| 70.5 | 1 | |
| 70.6 | 1 | |
| 70.9 | 2 |
| Value | Count | Frequency (%) |
| 88.1 | 2 | |
| 87.1 | 1 | 2.9% |
| 86.7 | 1 | 2.9% |
| 86.6 | 1 | 2.9% |
| 86.5 | 1 | 2.9% |
| 86.3 | 1 | 2.9% |
| 86.1 | 3 | |
| 85.9 | 1 | 2.9% |
| 85.8 | 1 | 2.9% |
| 85.7 | 1 | 2.9% |
동(거주지)
Real number (ℝ)
HIGH CORRELATION
| Distinct | 31 |
|---|---|
| Distinct (%) | 91.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 77.723529 |
| Minimum | 58 |
|---|---|
| Maximum | 88.7 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 438.0 B |
Quantile statistics
| Minimum | 58 |
|---|---|
| 5-th percentile | 64.495 |
| Q1 | 70.225 |
| median | 79.7 |
| Q3 | 86.3 |
| 95-th percentile | 88.175 |
| Maximum | 88.7 |
| Range | 30.7 |
| Interquartile range (IQR) | 16.075 |
Descriptive statistics
| Standard deviation | 9.345427 |
|---|---|
| Coefficient of variation (CV) | 0.12023935 |
| Kurtosis | -1.3685304 |
| Mean | 77.723529 |
| Median Absolute Deviation (MAD) | 7.8 |
| Skewness | -0.33039021 |
| Sum | 2642.6 |
| Variance | 87.337005 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=31)
| Value | Count | Frequency (%) |
| 67.3 | 2 | 5.9% |
| 86.3 | 2 | 5.9% |
| 86.7 | 2 | 5.9% |
| 85.0 | 1 | 2.9% |
| 86.2 | 1 | 2.9% |
| 84.0 | 1 | 2.9% |
| 85.7 | 1 | 2.9% |
| 74.3 | 1 | 2.9% |
| 75.4 | 1 | 2.9% |
| 72.7 | 1 | 2.9% |
| Other values (21) | 21 |
| Value | Count | Frequency (%) |
| 58.0 | 1 | |
| 61.7 | 1 | |
| 66.0 | 1 | |
| 67.3 | 2 | |
| 67.6 | 1 | |
| 68.9 | 1 | |
| 69.1 | 1 | |
| 70.2 | 1 | |
| 70.3 | 1 | |
| 70.8 | 1 |
| Value | Count | Frequency (%) |
| 88.7 | 1 | |
| 88.5 | 1 | |
| 88.0 | 1 | |
| 87.2 | 1 | |
| 86.7 | 2 | |
| 86.6 | 1 | |
| 86.4 | 1 | |
| 86.3 | 2 | |
| 86.2 | 1 | |
| 86.1 | 1 |
읍면(거주지)
Real number (ℝ)
HIGH CORRELATION
| Distinct | 32 |
|---|---|
| Distinct (%) | 94.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 73.214706 |
| Minimum | 43.5 |
|---|---|
| Maximum | 87.5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 438.0 B |
Quantile statistics
| Minimum | 43.5 |
|---|---|
| 5-th percentile | 52.465 |
| Q1 | 66.95 |
| median | 73.7 |
| Q3 | 83.35 |
| 95-th percentile | 85.97 |
| Maximum | 87.5 |
| Range | 44 |
| Interquartile range (IQR) | 16.4 |
Descriptive statistics
| Standard deviation | 11.35726 |
|---|---|
| Coefficient of variation (CV) | 0.15512266 |
| Kurtosis | 0.024690589 |
| Mean | 73.214706 |
| Median Absolute Deviation (MAD) | 9.15 |
| Skewness | -0.74298429 |
| Sum | 2489.3 |
| Variance | 128.98735 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=32)
| Value | Count | Frequency (%) |
| 85.2 | 2 | 5.9% |
| 70.6 | 2 | 5.9% |
| 76.2 | 1 | 2.9% |
| 82.9 | 1 | 2.9% |
| 67.2 | 1 | 2.9% |
| 84.4 | 1 | 2.9% |
| 66.0 | 1 | 2.9% |
| 82.3 | 1 | 2.9% |
| 63.9 | 1 | 2.9% |
| 82.8 | 1 | 2.9% |
| Other values (22) | 22 |
| Value | Count | Frequency (%) |
| 43.5 | 1 | |
| 49.8 | 1 | |
| 53.9 | 1 | |
| 60.3 | 1 | |
| 61.1 | 1 | |
| 63.9 | 1 | |
| 64.0 | 1 | |
| 66.0 | 1 | |
| 66.9 | 1 | |
| 67.1 | 1 |
| Value | Count | Frequency (%) |
| 87.5 | 1 | |
| 86.1 | 1 | |
| 85.9 | 1 | |
| 85.2 | 2 | |
| 84.5 | 1 | |
| 84.4 | 1 | |
| 84.0 | 1 | |
| 83.5 | 1 | |
| 82.9 | 1 | |
| 82.8 | 1 |
20-29(19-29)(연령별)
Real number (ℝ)
HIGH CORRELATION
| Distinct | 31 |
|---|---|
| Distinct (%) | 91.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 88.432353 |
| Minimum | 77.2 |
|---|---|
| Maximum | 96.7 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 438.0 B |
Quantile statistics
| Minimum | 77.2 |
|---|---|
| 5-th percentile | 80.825 |
| Q1 | 85.55 |
| median | 88.75 |
| Q3 | 91.975 |
| 95-th percentile | 94.715 |
| Maximum | 96.7 |
| Range | 19.5 |
| Interquartile range (IQR) | 6.425 |
Descriptive statistics
| Standard deviation | 4.4654716 |
|---|---|
| Coefficient of variation (CV) | 0.050495904 |
| Kurtosis | -0.052615323 |
| Mean | 88.432353 |
| Median Absolute Deviation (MAD) | 3.25 |
| Skewness | -0.39914457 |
| Sum | 3006.7 |
| Variance | 19.940437 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=31)
| Value | Count | Frequency (%) |
| 83.5 | 2 | 5.9% |
| 93.1 | 2 | 5.9% |
| 85.4 | 2 | 5.9% |
| 88.1 | 1 | 2.9% |
| 92.1 | 1 | 2.9% |
| 86.2 | 1 | 2.9% |
| 94.4 | 1 | 2.9% |
| 92.6 | 1 | 2.9% |
| 85.5 | 1 | 2.9% |
| 89.8 | 1 | 2.9% |
| Other values (21) | 21 |
| Value | Count | Frequency (%) |
| 77.2 | 1 | |
| 80.5 | 1 | |
| 81.0 | 1 | |
| 83.5 | 2 | |
| 84.0 | 1 | |
| 85.4 | 2 | |
| 85.5 | 1 | |
| 85.7 | 1 | |
| 86.2 | 1 | |
| 86.5 | 1 |
| Value | Count | Frequency (%) |
| 96.7 | 1 | |
| 95.3 | 1 | |
| 94.4 | 1 | |
| 93.4 | 1 | |
| 93.1 | 2 | |
| 92.6 | 1 | |
| 92.1 | 1 | |
| 92.0 | 1 | |
| 91.9 | 1 | |
| 90.9 | 1 |
30-39(연령별)
Real number (ℝ)
HIGH CORRELATION
| Distinct | 29 |
|---|---|
| Distinct (%) | 85.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 84.235294 |
| Minimum | 68.3 |
|---|---|
| Maximum | 94.3 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 438.0 B |
Quantile statistics
| Minimum | 68.3 |
|---|---|
| 5-th percentile | 72.955 |
| Q1 | 77.775 |
| median | 85.7 |
| Q3 | 91.75 |
| 95-th percentile | 93.505 |
| Maximum | 94.3 |
| Range | 26 |
| Interquartile range (IQR) | 13.975 |
Descriptive statistics
| Standard deviation | 8.0452464 |
|---|---|
| Coefficient of variation (CV) | 0.09550921 |
| Kurtosis | -1.4898657 |
| Mean | 84.235294 |
| Median Absolute Deviation (MAD) | 6.5 |
| Skewness | -0.267258 |
| Sum | 2864 |
| Variance | 64.725989 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=29)
| Value | Count | Frequency (%) |
| 92.1 | 3 | 8.8% |
| 90.0 | 2 | 5.9% |
| 76.4 | 2 | 5.9% |
| 79.5 | 2 | 5.9% |
| 89.9 | 1 | 2.9% |
| 79.6 | 1 | 2.9% |
| 91.6 | 1 | 2.9% |
| 78.8 | 1 | 2.9% |
| 81.7 | 1 | 2.9% |
| 90.6 | 1 | 2.9% |
| Other values (19) | 19 |
| Value | Count | Frequency (%) |
| 68.3 | 1 | |
| 72.5 | 1 | |
| 73.2 | 1 | |
| 73.7 | 1 | |
| 74.1 | 1 | |
| 74.7 | 1 | |
| 76.4 | 2 | |
| 77.5 | 1 | |
| 78.6 | 1 | |
| 78.8 | 1 |
| Value | Count | Frequency (%) |
| 94.3 | 1 | 2.9% |
| 93.7 | 1 | 2.9% |
| 93.4 | 1 | 2.9% |
| 93.3 | 1 | 2.9% |
| 92.8 | 1 | 2.9% |
| 92.1 | 3 | |
| 91.8 | 1 | 2.9% |
| 91.6 | 1 | 2.9% |
| 91.3 | 1 | 2.9% |
| 90.6 | 1 | 2.9% |
40-49(연령별)
Real number (ℝ)
HIGH CORRELATION
| Distinct | 32 |
|---|---|
| Distinct (%) | 94.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 80.770588 |
| Minimum | 53.3 |
|---|---|
| Maximum | 90.2 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 438.0 B |
Quantile statistics
| Minimum | 53.3 |
|---|---|
| 5-th percentile | 66.82 |
| Q1 | 75.15 |
| median | 83 |
| Q3 | 88.375 |
| 95-th percentile | 89.635 |
| Maximum | 90.2 |
| Range | 36.9 |
| Interquartile range (IQR) | 13.225 |
Descriptive statistics
| Standard deviation | 8.901499 |
|---|---|
| Coefficient of variation (CV) | 0.11020718 |
| Kurtosis | 1.1380642 |
| Mean | 80.770588 |
| Median Absolute Deviation (MAD) | 6.4 |
| Skewness | -1.0492 |
| Sum | 2746.2 |
| Variance | 79.236684 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=32)
| Value | Count | Frequency (%) |
| 88.0 | 2 | 5.9% |
| 89.4 | 2 | 5.9% |
| 81.0 | 1 | 2.9% |
| 90.2 | 1 | 2.9% |
| 75.4 | 1 | 2.9% |
| 87.3 | 1 | 2.9% |
| 78.6 | 1 | 2.9% |
| 87.8 | 1 | 2.9% |
| 76.9 | 1 | 2.9% |
| 89.3 | 1 | 2.9% |
| Other values (22) | 22 |
| Value | Count | Frequency (%) |
| 53.3 | 1 | |
| 63.7 | 1 | |
| 68.5 | 1 | |
| 70.3 | 1 | |
| 72.4 | 1 | |
| 74.1 | 1 | |
| 74.6 | 1 | |
| 74.8 | 1 | |
| 75.1 | 1 | |
| 75.3 | 1 |
| Value | Count | Frequency (%) |
| 90.2 | 1 | |
| 89.7 | 1 | |
| 89.6 | 1 | |
| 89.5 | 1 | |
| 89.4 | 2 | |
| 89.3 | 1 | |
| 88.6 | 1 | |
| 88.5 | 1 | |
| 88.0 | 2 | |
| 87.8 | 1 |
50-59(연령별)
Real number (ℝ)
HIGH CORRELATION
| Distinct | 33 |
|---|---|
| Distinct (%) | 97.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 71.855882 |
| Minimum | 36.8 |
|---|---|
| Maximum | 86.9 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 438.0 B |
Quantile statistics
| Minimum | 36.8 |
|---|---|
| 5-th percentile | 53.205 |
| Q1 | 62.45 |
| median | 72.55 |
| Q3 | 83.525 |
| 95-th percentile | 85.305 |
| Maximum | 86.9 |
| Range | 50.1 |
| Interquartile range (IQR) | 21.075 |
Descriptive statistics
| Standard deviation | 12.816022 |
|---|---|
| Coefficient of variation (CV) | 0.17835731 |
| Kurtosis | 0.15839038 |
| Mean | 71.855882 |
| Median Absolute Deviation (MAD) | 10.65 |
| Skewness | -0.75717549 |
| Sum | 2443.1 |
| Variance | 164.25042 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=33)
| Value | Count | Frequency (%) |
| 83.3 | 2 | 5.9% |
| 77.7 | 1 | 2.9% |
| 67.7 | 1 | 2.9% |
| 62.9 | 1 | 2.9% |
| 80.4 | 1 | 2.9% |
| 62.0 | 1 | 2.9% |
| 82.3 | 1 | 2.9% |
| 66.4 | 1 | 2.9% |
| 85.5 | 1 | 2.9% |
| 84.0 | 1 | 2.9% |
| Other values (23) | 23 |
| Value | Count | Frequency (%) |
| 36.8 | 1 | |
| 44.3 | 1 | |
| 58.0 | 1 | |
| 59.0 | 1 | |
| 59.8 | 1 | |
| 61.6 | 1 | |
| 62.0 | 1 | |
| 62.1 | 1 | |
| 62.3 | 1 | |
| 62.9 | 1 |
| Value | Count | Frequency (%) |
| 86.9 | 1 | |
| 85.5 | 1 | |
| 85.2 | 1 | |
| 85.0 | 1 | |
| 84.6 | 1 | |
| 84.5 | 1 | |
| 84.4 | 1 | |
| 84.0 | 1 | |
| 83.6 | 1 | |
| 83.3 | 2 |
60-69(연령별)
Real number (ℝ)
HIGH CORRELATION
| Distinct | 32 |
|---|---|
| Distinct (%) | 94.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 60.814706 |
| Minimum | 26.6 |
|---|---|
| Maximum | 82.3 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 438.0 B |
Quantile statistics
| Minimum | 26.6 |
|---|---|
| 5-th percentile | 37.605 |
| Q1 | 47.625 |
| median | 60.9 |
| Q3 | 75.775 |
| 95-th percentile | 81.215 |
| Maximum | 82.3 |
| Range | 55.7 |
| Interquartile range (IQR) | 28.15 |
Descriptive statistics
| Standard deviation | 16.317459 |
|---|---|
| Coefficient of variation (CV) | 0.26831436 |
| Kurtosis | -1.1875009 |
| Mean | 60.814706 |
| Median Absolute Deviation (MAD) | 14.55 |
| Skewness | -0.28474163 |
| Sum | 2067.7 |
| Variance | 266.25947 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=32)
| Value | Count | Frequency (%) |
| 74.8 | 3 | 8.8% |
| 69.4 | 1 | 2.9% |
| 49.3 | 1 | 2.9% |
| 45.6 | 1 | 2.9% |
| 76.0 | 1 | 2.9% |
| 46.6 | 1 | 2.9% |
| 53.9 | 1 | 2.9% |
| 77.6 | 1 | 2.9% |
| 80.9 | 1 | 2.9% |
| 47.5 | 1 | 2.9% |
| Other values (22) | 22 |
| Value | Count | Frequency (%) |
| 26.6 | 1 | |
| 30.0 | 1 | |
| 41.7 | 1 | |
| 42.5 | 1 | |
| 43.9 | 1 | |
| 45.0 | 1 | |
| 45.6 | 1 | |
| 46.6 | 1 | |
| 47.5 | 1 | |
| 48.0 | 1 |
| Value | Count | Frequency (%) |
| 82.3 | 1 | |
| 81.8 | 1 | |
| 80.9 | 1 | |
| 80.4 | 1 | |
| 77.6 | 1 | |
| 77.4 | 1 | |
| 76.3 | 1 | |
| 76.0 | 1 | |
| 75.8 | 1 | |
| 75.7 | 1 |
70세 이상(연령별)
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 28 |
|---|---|
| Distinct (%) | 82.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 40.511765 |
| Minimum | 0 |
|---|---|
| Maximum | 67.2 |
| Zeros | 4 |
| Zeros (%) | 11.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 438.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 29.025 |
| median | 32.9 |
| Q3 | 61.575 |
| 95-th percentile | 65.57 |
| Maximum | 67.2 |
| Range | 67.2 |
| Interquartile range (IQR) | 32.55 |
Descriptive statistics
| Standard deviation | 21.582369 |
|---|---|
| Coefficient of variation (CV) | 0.53274324 |
| Kurtosis | -0.85030849 |
| Mean | 40.511765 |
| Median Absolute Deviation (MAD) | 25.3 |
| Skewness | -0.420997 |
| Sum | 1377.4 |
| Variance | 465.79865 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=28)
| Value | Count | Frequency (%) |
| 0.0 | 4 | 11.8% |
| 59.7 | 2 | 5.9% |
| 61.6 | 2 | 5.9% |
| 29.1 | 2 | 5.9% |
| 27.0 | 1 | 2.9% |
| 30.0 | 1 | 2.9% |
| 62.1 | 1 | 2.9% |
| 32.2 | 1 | 2.9% |
| 64.8 | 1 | 2.9% |
| 29.7 | 1 | 2.9% |
| Other values (18) | 18 |
| Value | Count | Frequency (%) |
| 0.0 | 4 | |
| 25.1 | 1 | 2.9% |
| 26.7 | 1 | 2.9% |
| 27.0 | 1 | 2.9% |
| 28.5 | 1 | 2.9% |
| 29.0 | 1 | 2.9% |
| 29.1 | 2 | |
| 29.3 | 1 | 2.9% |
| 29.7 | 1 | 2.9% |
| 30.0 | 1 | 2.9% |
| Value | Count | Frequency (%) |
| 67.2 | 1 | |
| 67.0 | 1 | |
| 64.8 | 1 | |
| 64.5 | 1 | |
| 63.9 | 1 | |
| 62.3 | 1 | |
| 62.1 | 1 | |
| 61.6 | 2 | |
| 61.5 | 1 | |
| 59.9 | 1 |
| 연도 | 구분 | 전체 | 동(거주지) | 읍면(거주지) | 20-29(19-29)(연령별) | 30-39(연령별) | 40-49(연령별) | 50-59(연령별) | 60-69(연령별) | 70세 이상(연령별) | |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 연도 | 1.000 | 0.000 | 0.386 | 0.383 | 0.418 | 0.000 | 0.000 | 0.000 | 0.417 | 0.473 | 0.680 |
| 구분 | 0.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.840 | 1.000 | 1.000 | 1.000 | 1.000 | 0.994 |
| 전체 | 0.386 | 1.000 | 1.000 | 0.884 | 0.823 | 0.685 | 0.765 | 0.814 | 0.918 | 0.988 | 0.758 |
| 동(거주지) | 0.383 | 1.000 | 0.884 | 1.000 | 0.910 | 0.718 | 0.963 | 0.984 | 0.879 | 0.817 | 0.792 |
| 읍면(거주지) | 0.418 | 1.000 | 0.823 | 0.910 | 1.000 | 0.745 | 0.829 | 0.844 | 0.883 | 0.812 | 0.698 |
| 20-29(19-29)(연령별) | 0.000 | 0.840 | 0.685 | 0.718 | 0.745 | 1.000 | 0.739 | 0.684 | 0.673 | 0.607 | 0.552 |
| 30-39(연령별) | 0.000 | 1.000 | 0.765 | 0.963 | 0.829 | 0.739 | 1.000 | 0.943 | 0.822 | 0.713 | 0.658 |
| 40-49(연령별) | 0.000 | 1.000 | 0.814 | 0.984 | 0.844 | 0.684 | 0.943 | 1.000 | 0.866 | 0.800 | 0.731 |
| 50-59(연령별) | 0.417 | 1.000 | 0.918 | 0.879 | 0.883 | 0.673 | 0.822 | 0.866 | 1.000 | 0.921 | 0.721 |
| 60-69(연령별) | 0.473 | 1.000 | 0.988 | 0.817 | 0.812 | 0.607 | 0.713 | 0.800 | 0.921 | 1.000 | 0.786 |
| 70세 이상(연령별) | 0.680 | 0.994 | 0.758 | 0.792 | 0.698 | 0.552 | 0.658 | 0.731 | 0.721 | 0.786 | 1.000 |
| 연도 | 전체 | 동(거주지) | 읍면(거주지) | 20-29(19-29)(연령별) | 30-39(연령별) | 40-49(연령별) | 50-59(연령별) | 60-69(연령별) | 70세 이상(연령별) | 구분 | |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 연도 | 1.000 | 0.294 | 0.164 | 0.007 | 0.011 | 0.196 | 0.199 | 0.223 | 0.370 | 0.446 | 0.000 |
| 전체 | 0.294 | 1.000 | 0.938 | 0.877 | 0.885 | 0.929 | 0.888 | 0.926 | 0.933 | 0.822 | 0.919 |
| 동(거주지) | 0.164 | 0.938 | 1.000 | 0.908 | 0.829 | 0.891 | 0.878 | 0.924 | 0.890 | 0.818 | 0.901 |
| 읍면(거주지) | 0.007 | 0.877 | 0.908 | 1.000 | 0.846 | 0.849 | 0.878 | 0.841 | 0.829 | 0.762 | 0.866 |
| 20-29(19-29)(연령별) | 0.011 | 0.885 | 0.829 | 0.846 | 1.000 | 0.832 | 0.769 | 0.789 | 0.772 | 0.642 | 0.768 |
| 30-39(연령별) | 0.196 | 0.929 | 0.891 | 0.849 | 0.832 | 1.000 | 0.836 | 0.897 | 0.868 | 0.708 | 0.901 |
| 40-49(연령별) | 0.199 | 0.888 | 0.878 | 0.878 | 0.769 | 0.836 | 1.000 | 0.861 | 0.884 | 0.774 | 0.901 |
| 50-59(연령별) | 0.223 | 0.926 | 0.924 | 0.841 | 0.789 | 0.897 | 0.861 | 1.000 | 0.896 | 0.775 | 0.919 |
| 60-69(연령별) | 0.370 | 0.933 | 0.890 | 0.829 | 0.772 | 0.868 | 0.884 | 0.896 | 1.000 | 0.795 | 0.919 |
| 70세 이상(연령별) | 0.446 | 0.822 | 0.818 | 0.762 | 0.642 | 0.708 | 0.774 | 0.775 | 0.795 | 1.000 | 0.868 |
| 구분 | 0.000 | 0.919 | 0.901 | 0.866 | 0.768 | 0.901 | 0.901 | 0.919 | 0.919 | 0.868 | 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 | 구분 | 전체 | 동(거주지) | 읍면(거주지) | 20-29(19-29)(연령별) | 30-39(연령별) | 40-49(연령별) | 50-59(연령별) | 60-69(연령별) | 70세 이상(연령별) | |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1998 | 남 | 83.4 | 85.0 | 76.2 | 89.8 | 89.9 | 85.3 | 77.7 | 69.4 | 0.0 |
| 1 | 1998 | 여 | 59.3 | 58.0 | 43.5 | 77.2 | 68.3 | 53.3 | 36.8 | 26.6 | 0.0 |
| 2 | 2001 | 남 | 82.7 | 84.6 | 74.5 | 93.1 | 90.2 | 85.0 | 77.4 | 67.4 | 0.0 |
| 3 | 2001 | 여 | 59.6 | 61.7 | 49.8 | 86.7 | 73.7 | 63.7 | 44.3 | 30.0 | 0.0 |
| 4 | 2005 | 남 | 86.5 | 86.6 | 85.2 | 93.4 | 93.3 | 88.5 | 85.2 | 73.5 | 56.7 |
| 5 | 2005 | 여 | 70.9 | 71.2 | 70.7 | 87.4 | 78.6 | 75.3 | 62.3 | 45.0 | 33.6 |
| 6 | 2007 | 남 | 85.1 | 86.3 | 81.1 | 90.0 | 91.8 | 89.4 | 84.4 | 67.6 | 59.7 |
| 7 | 2007 | 여 | 65.2 | 66.0 | 61.1 | 80.5 | 73.2 | 68.5 | 59.0 | 41.7 | 25.1 |
| 8 | 2008 | 남 | 85.7 | 85.8 | 83.5 | 90.9 | 92.8 | 89.5 | 81.3 | 76.3 | 55.6 |
| 9 | 2008 | 여 | 67.7 | 67.6 | 66.9 | 84.0 | 74.7 | 72.4 | 59.8 | 42.5 | 29.0 |
| 연도 | 구분 | 전체 | 동(거주지) | 읍면(거주지) | 20-29(19-29)(연령별) | 30-39(연령별) | 40-49(연령별) | 50-59(연령별) | 60-69(연령별) | 70세 이상(연령별) | |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 24 | 2016 | 남 | 87.1 | 88.0 | 82.3 | 92.6 | 93.4 | 87.8 | 85.5 | 77.6 | 63.9 |
| 25 | 2016 | 여 | 71.6 | 72.7 | 63.9 | 85.5 | 77.5 | 76.9 | 67.7 | 49.3 | 30.3 |
| 26 | 2017 | 남 | 86.1 | 86.7 | 82.9 | 88.1 | 92.1 | 89.4 | 84.0 | 80.9 | 61.6 |
| 27 | 2017 | 여 | 75.0 | 75.4 | 70.6 | 90.7 | 81.5 | 81.0 | 66.7 | 54.4 | 29.7 |
| 28 | 2018 | 남 | 86.1 | 86.7 | 82.8 | 89.4 | 90.6 | 89.3 | 83.3 | 80.4 | 64.8 |
| 29 | 2018 | 여 | 73.6 | 74.3 | 68.2 | 85.4 | 81.7 | 79.5 | 66.8 | 54.3 | 32.2 |
| 30 | 2019 | 남 | 86.7 | 85.7 | 81.6 | 92.0 | 92.1 | 88.6 | 81.8 | 81.8 | 62.1 |
| 31 | 2019 | 여 | 72.0 | 67.3 | 60.3 | 87.3 | 78.8 | 76.4 | 64.3 | 52.5 | 30.0 |
| 32 | 2020 | 남 | 85.0 | 84.0 | 77.5 | 89.5 | 91.6 | 87.2 | 83.3 | 74.8 | 59.7 |
| 33 | 2020 | 여 | 71.4 | 67.3 | 53.9 | 85.7 | 79.6 | 75.1 | 66.1 | 49.0 | 29.1 |