Dataset statistics
| Number of variables | 10 |
|---|---|
| Number of observations | 21 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 2.0 KiB |
| Average record size in memory | 96.3 B |
Variable types
| Numeric | 10 |
|---|
Dataset
| Description | 음주폐해예방 관련 지표- 알코올 생산과 소비 > 알코올 생산> 지역특산주 출고현황 지표데이터를 제공합니다.- 알코올 생산과 소비 > 알코올 생산> 지역특산주 출고현황 지표데이터를 제공합니다. |
|---|---|
| Author | 한국건강증진개발원 |
| URL | https://www.data.go.kr/data/15050199/fileData.do |
연도 is highly overall correlated with 합계 and 6 other fields | High correlation |
합계 is highly overall correlated with 연도 and 4 other fields | High correlation |
탁주 is highly overall correlated with 연도 and 4 other fields | High correlation |
약주 is highly overall correlated with 연도 and 5 other fields | High correlation |
청주 is highly overall correlated with 연도 and 2 other fields | High correlation |
증류식소주 is highly overall correlated with 연도 and 5 other fields | High correlation |
일반증류주 is highly overall correlated with 연도 and 5 other fields | High correlation |
기타주류 is highly overall correlated with 연도 and 3 other fields | High correlation |
연도 has unique values | Unique |
합계 has unique values | Unique |
약주 has unique values | Unique |
과실주 has unique values | Unique |
리큐르 has unique values | Unique |
기타주류 has unique values | Unique |
탁주 has 6 (28.6%) zeros | Zeros |
청주 has 12 (57.1%) zeros | Zeros |
Reproduction
| Analysis started | 2023-12-12 21:13:33.517169 |
|---|---|
| Analysis finished | 2023-12-12 21:13:43.364280 |
| Duration | 9.85 seconds |
| Software version | ydata-profiling vv4.5.1 |
| Download configuration | config.json |
연도
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 21 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2010 |
| Minimum | 2000 |
|---|---|
| Maximum | 2020 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 321.0 B |
Quantile statistics
| Minimum | 2000 |
|---|---|
| 5-th percentile | 2001 |
| Q1 | 2005 |
| median | 2010 |
| Q3 | 2015 |
| 95-th percentile | 2019 |
| Maximum | 2020 |
| Range | 20 |
| Interquartile range (IQR) | 10 |
Descriptive statistics
| Standard deviation | 6.2048368 |
|---|---|
| Coefficient of variation (CV) | 0.0030869835 |
| Kurtosis | -1.2 |
| Mean | 2010 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | 0 |
| Sum | 42210 |
| Variance | 38.5 |
| Monotonicity | Strictly increasing |
Histogram with fixed size bins (bins=21)
| Value | Count | Frequency (%) |
| 2000 | 1 | 4.8% |
| 2001 | 1 | 4.8% |
| 2020 | 1 | 4.8% |
| 2019 | 1 | 4.8% |
| 2018 | 1 | 4.8% |
| 2017 | 1 | 4.8% |
| 2016 | 1 | 4.8% |
| 2015 | 1 | 4.8% |
| 2014 | 1 | 4.8% |
| 2013 | 1 | 4.8% |
| Other values (11) | 11 |
| Value | Count | Frequency (%) |
| 2000 | 1 | |
| 2001 | 1 | |
| 2002 | 1 | |
| 2003 | 1 | |
| 2004 | 1 | |
| 2005 | 1 | |
| 2006 | 1 | |
| 2007 | 1 | |
| 2008 | 1 | |
| 2009 | 1 |
| Value | Count | Frequency (%) |
| 2020 | 1 | |
| 2019 | 1 | |
| 2018 | 1 | |
| 2017 | 1 | |
| 2016 | 1 | |
| 2015 | 1 | |
| 2014 | 1 | |
| 2013 | 1 | |
| 2012 | 1 | |
| 2011 | 1 |
합계
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 21 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7093.2857 |
| Minimum | 577 |
|---|---|
| Maximum | 11182 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 321.0 B |
Quantile statistics
| Minimum | 577 |
|---|---|
| 5-th percentile | 959 |
| Q1 | 5831 |
| median | 7200 |
| Q3 | 9120 |
| 95-th percentile | 10930 |
| Maximum | 11182 |
| Range | 10605 |
| Interquartile range (IQR) | 3289 |
Descriptive statistics
| Standard deviation | 3021.6339 |
|---|---|
| Coefficient of variation (CV) | 0.42598509 |
| Kurtosis | 0.15930682 |
| Mean | 7093.2857 |
| Median Absolute Deviation (MAD) | 1741 |
| Skewness | -0.77340268 |
| Sum | 148959 |
| Variance | 9130271.6 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=21)
| Value | Count | Frequency (%) |
| 577 | 1 | 4.8% |
| 959 | 1 | 4.8% |
| 10775 | 1 | 4.8% |
| 9160 | 1 | 4.8% |
| 6906 | 1 | 4.8% |
| 5956 | 1 | 4.8% |
| 7181 | 1 | 4.8% |
| 8606 | 1 | 4.8% |
| 11182 | 1 | 4.8% |
| 10930 | 1 | 4.8% |
| Other values (11) | 11 |
| Value | Count | Frequency (%) |
| 577 | 1 | |
| 959 | 1 | |
| 2570 | 1 | |
| 4655 | 1 | |
| 5459 | 1 | |
| 5831 | 1 | |
| 5956 | 1 | |
| 6906 | 1 | |
| 7168 | 1 | |
| 7181 | 1 |
| Value | Count | Frequency (%) |
| 11182 | 1 | |
| 10930 | 1 | |
| 10775 | 1 | |
| 10344 | 1 | |
| 9160 | 1 | |
| 9120 | 1 | |
| 8862 | 1 | |
| 8606 | 1 | |
| 8112 | 1 | |
| 7406 | 1 |
탁주
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 16 |
|---|---|
| Distinct (%) | 76.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2318.619 |
| Minimum | 0 |
|---|---|
| Maximum | 7053 |
| Zeros | 6 |
| Zeros (%) | 28.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 321.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 2552 |
| Q3 | 3872 |
| 95-th percentile | 6613 |
| Maximum | 7053 |
| Range | 7053 |
| Interquartile range (IQR) | 3872 |
Descriptive statistics
| Standard deviation | 2435.1461 |
|---|---|
| Coefficient of variation (CV) | 1.0502571 |
| Kurtosis | -1.0532529 |
| Mean | 2318.619 |
| Median Absolute Deviation (MAD) | 2451 |
| Skewness | 0.52882848 |
| Sum | 48691 |
| Variance | 5929936.3 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=16)
| Value | Count | Frequency (%) |
| 0 | 6 | |
| 7053 | 1 | 4.8% |
| 5576 | 1 | 4.8% |
| 4256 | 1 | 4.8% |
| 3461 | 1 | 4.8% |
| 2861 | 1 | 4.8% |
| 3576 | 1 | 4.8% |
| 3872 | 1 | 4.8% |
| 6613 | 1 | 4.8% |
| 101 | 1 | 4.8% |
| Other values (6) | 6 |
| Value | Count | Frequency (%) |
| 0 | 6 | |
| 81 | 1 | 4.8% |
| 101 | 1 | 4.8% |
| 246 | 1 | 4.8% |
| 336 | 1 | 4.8% |
| 2552 | 1 | 4.8% |
| 2861 | 1 | 4.8% |
| 3246 | 1 | 4.8% |
| 3461 | 1 | 4.8% |
| 3576 | 1 | 4.8% |
| Value | Count | Frequency (%) |
| 7053 | 1 | |
| 6613 | 1 | |
| 5576 | 1 | |
| 4861 | 1 | |
| 4256 | 1 | |
| 3872 | 1 | |
| 3576 | 1 | |
| 3461 | 1 | |
| 3246 | 1 | |
| 2861 | 1 |
약주
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 21 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 467.19048 |
| Minimum | 18 |
|---|---|
| Maximum | 1424 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 321.0 B |
Quantile statistics
| Minimum | 18 |
|---|---|
| 5-th percentile | 34 |
| Q1 | 179 |
| median | 509 |
| Q3 | 682 |
| 95-th percentile | 902 |
| Maximum | 1424 |
| Range | 1406 |
| Interquartile range (IQR) | 503 |
Descriptive statistics
| Standard deviation | 357.16307 |
|---|---|
| Coefficient of variation (CV) | 0.76449134 |
| Kurtosis | 0.87903934 |
| Mean | 467.19048 |
| Median Absolute Deviation (MAD) | 221 |
| Skewness | 0.74482457 |
| Sum | 9811 |
| Variance | 127565.46 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=21)
| Value | Count | Frequency (%) |
| 18 | 1 | 4.8% |
| 48 | 1 | 4.8% |
| 902 | 1 | 4.8% |
| 1424 | 1 | 4.8% |
| 682 | 1 | 4.8% |
| 509 | 1 | 4.8% |
| 601 | 1 | 4.8% |
| 641 | 1 | 4.8% |
| 697 | 1 | 4.8% |
| 730 | 1 | 4.8% |
| Other values (11) | 11 |
| Value | Count | Frequency (%) |
| 18 | 1 | |
| 34 | 1 | |
| 48 | 1 | |
| 72 | 1 | |
| 110 | 1 | |
| 179 | 1 | |
| 192 | 1 | |
| 199 | 1 | |
| 317 | 1 | |
| 459 | 1 |
| Value | Count | Frequency (%) |
| 1424 | 1 | |
| 902 | 1 | |
| 730 | 1 | |
| 723 | 1 | |
| 697 | 1 | |
| 682 | 1 | |
| 679 | 1 | |
| 641 | 1 | |
| 601 | 1 | |
| 595 | 1 |
청주
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 7 |
|---|---|
| Distinct (%) | 33.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 25.952381 |
| Minimum | 0 |
|---|---|
| Maximum | 386 |
| Zeros | 12 |
| Zeros (%) | 57.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 321.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 3 |
| 95-th percentile | 100 |
| Maximum | 386 |
| Range | 386 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 85.709087 |
|---|---|
| Coefficient of variation (CV) | 3.302552 |
| Kurtosis | 17.57204 |
| Mean | 25.952381 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.1075298 |
| Sum | 545 |
| Variance | 7346.0476 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=7)
| Value | Count | Frequency (%) |
| 0 | 12 | |
| 1 | 3 | 14.3% |
| 4 | 2 | 9.5% |
| 3 | 1 | 4.8% |
| 45 | 1 | 4.8% |
| 100 | 1 | 4.8% |
| 386 | 1 | 4.8% |
| Value | Count | Frequency (%) |
| 0 | 12 | |
| 1 | 3 | 14.3% |
| 3 | 1 | 4.8% |
| 4 | 2 | 9.5% |
| 45 | 1 | 4.8% |
| 100 | 1 | 4.8% |
| 386 | 1 | 4.8% |
| Value | Count | Frequency (%) |
| 386 | 1 | 4.8% |
| 100 | 1 | 4.8% |
| 45 | 1 | 4.8% |
| 4 | 2 | 9.5% |
| 3 | 1 | 4.8% |
| 1 | 3 | 14.3% |
| 0 | 12 |
과실주
Real number (ℝ)
UNIQUE
| Distinct | 21 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3485.4286 |
| Minimum | 201 |
|---|---|
| Maximum | 9290 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 321.0 B |
Quantile statistics
| Minimum | 201 |
|---|---|
| 5-th percentile | 584 |
| Q1 | 1760 |
| median | 3009 |
| Q3 | 4285 |
| 95-th percentile | 7171 |
| Maximum | 9290 |
| Range | 9089 |
| Interquartile range (IQR) | 2525 |
Descriptive statistics
| Standard deviation | 2362.8314 |
|---|---|
| Coefficient of variation (CV) | 0.67791705 |
| Kurtosis | 0.4443143 |
| Mean | 3485.4286 |
| Median Absolute Deviation (MAD) | 1276 |
| Skewness | 0.97919082 |
| Sum | 73194 |
| Variance | 5582972.5 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=21)
| Value | Count | Frequency (%) |
| 201 | 1 | 4.8% |
| 584 | 1 | 4.8% |
| 1673 | 1 | 4.8% |
| 1621 | 1 | 4.8% |
| 1760 | 1 | 4.8% |
| 1645 | 1 | 4.8% |
| 1974 | 1 | 4.8% |
| 3209 | 1 | 4.8% |
| 2554 | 1 | 4.8% |
| 3009 | 1 | 4.8% |
| Other values (11) | 11 |
| Value | Count | Frequency (%) |
| 201 | 1 | |
| 584 | 1 | |
| 1621 | 1 | |
| 1645 | 1 | |
| 1673 | 1 | |
| 1760 | 1 | |
| 1963 | 1 | |
| 1974 | 1 | |
| 2554 | 1 | |
| 2887 | 1 |
| Value | Count | Frequency (%) |
| 9290 | 1 | |
| 7171 | 1 | |
| 7135 | 1 | |
| 6440 | 1 | |
| 5191 | 1 | |
| 4285 | 1 | |
| 3902 | 1 | |
| 3588 | 1 | |
| 3209 | 1 | |
| 3112 | 1 |
증류식소주
Real number (ℝ)
HIGH CORRELATION
| Distinct | 20 |
|---|---|
| Distinct (%) | 95.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 186.57143 |
| Minimum | 29 |
|---|---|
| Maximum | 368 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 321.0 B |
Quantile statistics
| Minimum | 29 |
|---|---|
| 5-th percentile | 55 |
| Q1 | 132 |
| median | 191 |
| Q3 | 214 |
| 95-th percentile | 346 |
| Maximum | 368 |
| Range | 339 |
| Interquartile range (IQR) | 82 |
Descriptive statistics
| Standard deviation | 85.470797 |
|---|---|
| Coefficient of variation (CV) | 0.458113 |
| Kurtosis | 0.26354046 |
| Mean | 186.57143 |
| Median Absolute Deviation (MAD) | 53 |
| Skewness | 0.46472958 |
| Sum | 3918 |
| Variance | 7305.2571 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=20)
| Value | Count | Frequency (%) |
| 131 | 2 | 9.5% |
| 192 | 1 | 4.8% |
| 368 | 1 | 4.8% |
| 310 | 1 | 4.8% |
| 204 | 1 | 4.8% |
| 243 | 1 | 4.8% |
| 214 | 1 | 4.8% |
| 138 | 1 | 4.8% |
| 193 | 1 | 4.8% |
| 207 | 1 | 4.8% |
| Other values (10) | 10 |
| Value | Count | Frequency (%) |
| 29 | 1 | |
| 55 | 1 | |
| 119 | 1 | |
| 131 | 2 | |
| 132 | 1 | |
| 138 | 1 | |
| 141 | 1 | |
| 148 | 1 | |
| 165 | 1 | |
| 191 | 1 |
| Value | Count | Frequency (%) |
| 368 | 1 | |
| 346 | 1 | |
| 310 | 1 | |
| 261 | 1 | |
| 243 | 1 | |
| 214 | 1 | |
| 207 | 1 | |
| 204 | 1 | |
| 193 | 1 | |
| 192 | 1 |
일반증류주
Real number (ℝ)
HIGH CORRELATION
| Distinct | 19 |
|---|---|
| Distinct (%) | 90.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 157.42857 |
| Minimum | 12 |
|---|---|
| Maximum | 1000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 321.0 B |
Quantile statistics
| Minimum | 12 |
|---|---|
| 5-th percentile | 13 |
| Q1 | 17 |
| median | 54 |
| Q3 | 137 |
| 95-th percentile | 714 |
| Maximum | 1000 |
| Range | 988 |
| Interquartile range (IQR) | 120 |
Descriptive statistics
| Standard deviation | 253.74152 |
|---|---|
| Coefficient of variation (CV) | 1.6117882 |
| Kurtosis | 6.3465684 |
| Mean | 157.42857 |
| Median Absolute Deviation (MAD) | 41 |
| Skewness | 2.5364669 |
| Sum | 3306 |
| Variance | 64384.757 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=19)
| Value | Count | Frequency (%) |
| 13 | 3 | 14.3% |
| 36 | 1 | 4.8% |
| 1000 | 1 | 4.8% |
| 714 | 1 | 4.8% |
| 326 | 1 | 4.8% |
| 293 | 1 | 4.8% |
| 215 | 1 | 4.8% |
| 137 | 1 | 4.8% |
| 130 | 1 | 4.8% |
| 72 | 1 | 4.8% |
| Other values (9) | 9 |
| Value | Count | Frequency (%) |
| 12 | 1 | 4.8% |
| 13 | 3 | |
| 14 | 1 | 4.8% |
| 17 | 1 | 4.8% |
| 23 | 1 | 4.8% |
| 36 | 1 | 4.8% |
| 38 | 1 | 4.8% |
| 53 | 1 | 4.8% |
| 54 | 1 | 4.8% |
| 57 | 1 | 4.8% |
| Value | Count | Frequency (%) |
| 1000 | 1 | |
| 714 | 1 | |
| 326 | 1 | |
| 293 | 1 | |
| 215 | 1 | |
| 137 | 1 | |
| 130 | 1 | |
| 76 | 1 | |
| 72 | 1 | |
| 57 | 1 |
리큐르
Real number (ℝ)
UNIQUE
| Distinct | 21 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 255.71429 |
| Minimum | 141 |
|---|---|
| Maximum | 414 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 321.0 B |
Quantile statistics
| Minimum | 141 |
|---|---|
| 5-th percentile | 170 |
| Q1 | 192 |
| median | 257 |
| Q3 | 306 |
| 95-th percentile | 387 |
| Maximum | 414 |
| Range | 273 |
| Interquartile range (IQR) | 114 |
Descriptive statistics
| Standard deviation | 75.581177 |
|---|---|
| Coefficient of variation (CV) | 0.29556885 |
| Kurtosis | -0.47765161 |
| Mean | 255.71429 |
| Median Absolute Deviation (MAD) | 54 |
| Skewness | 0.53558946 |
| Sum | 5370 |
| Variance | 5712.5143 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=21)
| Value | Count | Frequency (%) |
| 213 | 1 | 4.8% |
| 257 | 1 | 4.8% |
| 387 | 1 | 4.8% |
| 276 | 1 | 4.8% |
| 263 | 1 | 4.8% |
| 267 | 1 | 4.8% |
| 310 | 1 | 4.8% |
| 229 | 1 | 4.8% |
| 190 | 1 | 4.8% |
| 172 | 1 | 4.8% |
| Other values (11) | 11 |
| Value | Count | Frequency (%) |
| 141 | 1 | |
| 170 | 1 | |
| 172 | 1 | |
| 177 | 1 | |
| 190 | 1 | |
| 192 | 1 | |
| 203 | 1 | |
| 213 | 1 | |
| 229 | 1 | |
| 230 | 1 |
| Value | Count | Frequency (%) |
| 414 | 1 | |
| 387 | 1 | |
| 361 | 1 | |
| 335 | 1 | |
| 310 | 1 | |
| 306 | 1 | |
| 277 | 1 | |
| 276 | 1 | |
| 267 | 1 | |
| 263 | 1 |
기타주류
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 21 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 196.38095 |
| Minimum | 1 |
|---|---|
| Maximum | 505 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 321.0 B |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 51 |
| median | 136 |
| Q3 | 287 |
| 95-th percentile | 483 |
| Maximum | 505 |
| Range | 504 |
| Interquartile range (IQR) | 236 |
Descriptive statistics
| Standard deviation | 163.65863 |
|---|---|
| Coefficient of variation (CV) | 0.83337324 |
| Kurtosis | -0.81340541 |
| Mean | 196.38095 |
| Median Absolute Deviation (MAD) | 109 |
| Skewness | 0.60800265 |
| Sum | 4124 |
| Variance | 26784.148 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=21)
| Value | Count | Frequency (%) |
| 1 | 1 | 4.8% |
| 2 | 1 | 4.8% |
| 483 | 1 | 4.8% |
| 459 | 1 | 4.8% |
| 165 | 1 | 4.8% |
| 134 | 1 | 4.8% |
| 287 | 1 | 4.8% |
| 377 | 1 | 4.8% |
| 365 | 1 | 4.8% |
| 127 | 1 | 4.8% |
| Other values (11) | 11 |
| Value | Count | Frequency (%) |
| 1 | 1 | |
| 2 | 1 | |
| 4 | 1 | |
| 38 | 1 | |
| 45 | 1 | |
| 51 | 1 | |
| 87 | 1 | |
| 127 | 1 | |
| 132 | 1 | |
| 134 | 1 |
| Value | Count | Frequency (%) |
| 505 | 1 | |
| 483 | 1 | |
| 459 | 1 | |
| 377 | 1 | |
| 365 | 1 | |
| 287 | 1 | |
| 274 | 1 | |
| 245 | 1 | |
| 207 | 1 | |
| 165 | 1 |
| 연도 | 합계 | 탁주 | 약주 | 청주 | 과실주 | 증류식소주 | 일반증류주 | 리큐르 | 기타주류 | |
|---|---|---|---|---|---|---|---|---|---|---|
| 연도 | 1.000 | 0.671 | 0.871 | 0.773 | 0.430 | 0.462 | 0.519 | 0.481 | 0.433 | 0.658 |
| 합계 | 0.671 | 1.000 | 0.000 | 0.000 | 0.000 | 0.650 | 0.567 | 0.000 | 0.692 | 0.266 |
| 탁주 | 0.871 | 0.000 | 1.000 | 0.745 | 0.767 | 0.000 | 0.481 | 0.758 | 0.000 | 0.000 |
| 약주 | 0.773 | 0.000 | 0.745 | 1.000 | 0.964 | 0.000 | 0.934 | 0.761 | 0.400 | 0.686 |
| 청주 | 0.430 | 0.000 | 0.767 | 0.964 | 1.000 | 0.000 | 0.911 | 1.000 | 0.000 | 0.876 |
| 과실주 | 0.462 | 0.650 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| 증류식소주 | 0.519 | 0.567 | 0.481 | 0.934 | 0.911 | 0.000 | 1.000 | 0.625 | 0.250 | 0.000 |
| 일반증류주 | 0.481 | 0.000 | 0.758 | 0.761 | 1.000 | 0.000 | 0.625 | 1.000 | 0.000 | 0.800 |
| 리큐르 | 0.433 | 0.692 | 0.000 | 0.400 | 0.000 | 0.000 | 0.250 | 0.000 | 1.000 | 0.000 |
| 기타주류 | 0.658 | 0.266 | 0.000 | 0.686 | 0.876 | 0.000 | 0.000 | 0.800 | 0.000 | 1.000 |
| 연도 | 합계 | 탁주 | 약주 | 청주 | 과실주 | 증류식소주 | 일반증류주 | 리큐르 | 기타주류 | |
|---|---|---|---|---|---|---|---|---|---|---|
| 연도 | 1.000 | 0.581 | 0.869 | 0.826 | 0.771 | -0.273 | 0.733 | 0.879 | -0.056 | 0.516 |
| 합계 | 0.581 | 1.000 | 0.720 | 0.797 | 0.127 | 0.234 | 0.544 | 0.441 | -0.281 | 0.630 |
| 탁주 | 0.869 | 0.720 | 1.000 | 0.813 | 0.437 | -0.249 | 0.604 | 0.720 | -0.386 | 0.332 |
| 약주 | 0.826 | 0.797 | 0.813 | 1.000 | 0.470 | -0.117 | 0.831 | 0.834 | -0.101 | 0.616 |
| 청주 | 0.771 | 0.127 | 0.437 | 0.470 | 1.000 | -0.319 | 0.571 | 0.685 | 0.364 | 0.446 |
| 과실주 | -0.273 | 0.234 | -0.249 | -0.117 | -0.319 | 1.000 | -0.168 | -0.412 | -0.097 | 0.247 |
| 증류식소주 | 0.733 | 0.544 | 0.604 | 0.831 | 0.571 | -0.168 | 1.000 | 0.796 | 0.052 | 0.459 |
| 일반증류주 | 0.879 | 0.441 | 0.720 | 0.834 | 0.685 | -0.412 | 0.796 | 1.000 | 0.138 | 0.515 |
| 리큐르 | -0.056 | -0.281 | -0.386 | -0.101 | 0.364 | -0.097 | 0.052 | 0.138 | 1.000 | 0.378 |
| 기타주류 | 0.516 | 0.630 | 0.332 | 0.616 | 0.446 | 0.247 | 0.459 | 0.515 | 0.378 | 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 | 합계 | 탁주 | 약주 | 청주 | 과실주 | 증류식소주 | 일반증류주 | 리큐르 | 기타주류 | |
|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 2000 | 577 | 0 | 18 | 0 | 201 | 131 | 13 | 213 | 1 |
| 1 | 2001 | 959 | 0 | 48 | 0 | 584 | 55 | 13 | 257 | 2 |
| 2 | 2002 | 2570 | 0 | 34 | 0 | 1963 | 119 | 36 | 414 | 4 |
| 3 | 2003 | 4655 | 0 | 110 | 0 | 3902 | 132 | 14 | 361 | 136 |
| 4 | 2004 | 5831 | 0 | 72 | 0 | 5191 | 29 | 17 | 277 | 245 |
| 5 | 2005 | 9120 | 0 | 723 | 0 | 7135 | 346 | 76 | 335 | 505 |
| 6 | 2006 | 7200 | 101 | 179 | 0 | 6440 | 148 | 23 | 177 | 132 |
| 7 | 2007 | 10344 | 246 | 199 | 0 | 9290 | 131 | 12 | 192 | 274 |
| 8 | 2008 | 8112 | 81 | 192 | 1 | 7171 | 141 | 13 | 306 | 207 |
| 9 | 2009 | 5459 | 336 | 317 | 1 | 4285 | 165 | 38 | 230 | 87 |
| 연도 | 합계 | 탁주 | 약주 | 청주 | 과실주 | 증류식소주 | 일반증류주 | 리큐르 | 기타주류 | |
|---|---|---|---|---|---|---|---|---|---|---|
| 11 | 2011 | 7406 | 3246 | 595 | 0 | 3112 | 191 | 54 | 170 | 38 |
| 12 | 2012 | 8862 | 4861 | 679 | 0 | 2887 | 192 | 57 | 141 | 45 |
| 13 | 2013 | 10930 | 6613 | 730 | 0 | 3009 | 207 | 72 | 172 | 127 |
| 14 | 2014 | 11182 | 7053 | 697 | 0 | 2554 | 193 | 130 | 190 | 365 |
| 15 | 2015 | 8606 | 3872 | 641 | 3 | 3209 | 138 | 137 | 229 | 377 |
| 16 | 2016 | 7181 | 3576 | 601 | 4 | 1974 | 214 | 215 | 310 | 287 |
| 17 | 2017 | 5956 | 2861 | 509 | 4 | 1645 | 243 | 293 | 267 | 134 |
| 18 | 2018 | 6906 | 3461 | 682 | 45 | 1760 | 204 | 326 | 263 | 165 |
| 19 | 2019 | 9160 | 4256 | 1424 | 100 | 1621 | 310 | 714 | 276 | 459 |
| 20 | 2020 | 10775 | 5576 | 902 | 386 | 1673 | 368 | 1000 | 387 | 483 |