Dataset statistics
| Number of variables | 16 |
|---|---|
| Number of observations | 483 |
| Missing cells | 3346 |
| Missing cells (%) | 43.3% |
| Duplicate rows | 2 |
| Duplicate rows (%) | 0.4% |
| Total size in memory | 67.1 KiB |
| Average record size in memory | 142.3 B |
Variable types
| Categorical | 2 |
|---|---|
| Text | 1 |
| Numeric | 13 |
Dataset
| Description | 시군별 기능성 양잠에 대한 재배농가, 뽕밭면적, 누에사육량, 누에생산량, 뽕잎생산량, 오디생산량에 대한 총괄적인 통계 정보 |
|---|---|
| Author | 농림축산식품부 |
| URL | https://www.data.go.kr/data/15050571/fileData.do |
| Dataset has 2 (0.4%) duplicate rows | Duplicates |
재배농가수(호)_누에 is highly overall correlated with 재배농가수(호)_오디 and 5 other fields | High correlation |
재배농가수(호)_오디 is highly overall correlated with 재배농가수(호)_누에 and 2 other fields | High correlation |
뽕밭면적(ha)_누에사육용 is highly overall correlated with 재배농가수(호)_누에 and 5 other fields | High correlation |
뽕밭면적(ha)_오디생산용 is highly overall correlated with 재배농가수(호)_오디 and 3 other fields | High correlation |
누에 사육량(상자) is highly overall correlated with 재배농가수(호)_누에 and 4 other fields | High correlation |
생산량(kg)_누에고치 is highly overall correlated with 재배농가수(호)_누에 and 5 other fields | High correlation |
생산량(kg)_건조누에 is highly overall correlated with 재배농가수(호)_누에 and 3 other fields | High correlation |
생산량(kg)_생누에 is highly overall correlated with 재배농가수(호)_누에 and 3 other fields | High correlation |
생산량(kg)_동중하초 is highly overall correlated with 생산량(kg)_누에고치 and 2 other fields | High correlation |
생산량(kg)_수번데기 is highly overall correlated with 생산량(kg)_누에고치 and 3 other fields | High correlation |
생산량(kg)_잠분 is highly overall correlated with 생산량(kg)_생누에 and 3 other fields | High correlation |
생산량(kg)_뽕잎 is highly overall correlated with 뽕밭면적(ha)_오디생산용 and 3 other fields | High correlation |
생산량(kg)_오디 is highly overall correlated with 재배농가수(호)_오디 and 2 other fields | High correlation |
재배농가수(호)_누에 has 147 (30.4%) missing values | Missing |
재배농가수(호)_오디 has 91 (18.8%) missing values | Missing |
뽕밭면적(ha)_누에사육용 has 162 (33.5%) missing values | Missing |
뽕밭면적(ha)_오디생산용 has 99 (20.5%) missing values | Missing |
누에 사육량(상자) has 154 (31.9%) missing values | Missing |
생산량(kg)_누에고치 has 404 (83.6%) missing values | Missing |
생산량(kg)_건조누에 has 187 (38.7%) missing values | Missing |
생산량(kg)_생누에 has 336 (69.6%) missing values | Missing |
생산량(kg)_동중하초 has 397 (82.2%) missing values | Missing |
생산량(kg)_수번데기 has 433 (89.6%) missing values | Missing |
생산량(kg)_잠분 has 427 (88.4%) missing values | Missing |
생산량(kg)_뽕잎 has 345 (71.4%) missing values | Missing |
생산량(kg)_오디 has 164 (34.0%) missing values | Missing |
재배농가수(호)_누에 has 6 (1.2%) zeros | Zeros |
뽕밭면적(ha)_누에사육용 has 12 (2.5%) zeros | Zeros |
생산량(kg)_건조누에 has 47 (9.7%) zeros | Zeros |
생산량(kg)_잠분 has 5 (1.0%) zeros | Zeros |
Reproduction
| Analysis started | 2023-12-12 07:57:04.220545 |
|---|---|
| Analysis finished | 2023-12-12 07:57:25.110285 |
| Duration | 20.89 seconds |
| Software version | ydata-profiling vv4.5.1 |
| Download configuration | config.json |
연도
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.9 KiB |
| 2014 | |
|---|---|
| 2012 | |
| 2013 |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 4 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2014 |
|---|---|
| 2nd row | 2014 |
| 3rd row | 2014 |
| 4th row | 2014 |
| 5th row | 2014 |
Common Values
| Value | Count | Frequency (%) |
| 2014 | 228 | |
| 2012 | 128 | |
| 2013 | 127 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 2014 | 228 | |
| 2012 | 128 | |
| 2013 | 127 |
시도
Categorical
| Distinct | 14 |
|---|---|
| Distinct (%) | 2.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.9 KiB |
| 경상북도 | |
|---|---|
| 전라남도 | |
| 충청남도 | |
| 전라북도 | |
| 경상남도 | |
| Other values (9) |
Length
| Max length | 7 |
|---|---|
| Median length | 4 |
| Mean length | 3.8612836 |
| Min length | 3 |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 0.2% |
Sample
| 1st row | 충청남도 |
|---|---|
| 2nd row | 충청남도 |
| 3rd row | 충청남도 |
| 4th row | 충청남도 |
| 5th row | 충청남도 |
Common Values
| Value | Count | Frequency (%) |
| 경상북도 | 81 | |
| 전라남도 | 76 | |
| 충청남도 | 58 | |
| 전라북도 | 56 | |
| 경상남도 | 56 | |
| 강원도 | 44 | |
| 충청북도 | 44 | |
| 경기도 | 33 | |
| 경기도 | 11 | 2.3% |
| 제주도 | 8 | 1.7% |
| Other values (4) | 16 | 3.3% |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| 경상북도 | 81 | |
| 전라남도 | 76 | |
| 충청남도 | 58 | |
| 전라북도 | 56 | |
| 경상남도 | 56 | |
| 강원도 | 44 | |
| 충청북도 | 44 | |
| 경기도 | 44 | |
| 제주도 | 8 | 1.7% |
| 광주광역시 | 8 | 1.7% |
| Other values (3) | 8 | 1.7% |
시군
Text
| Distinct | 219 |
|---|---|
| Distinct (%) | 45.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.9 KiB |
Length
| Max length | 4 |
|---|---|
| Median length | 3 |
| Mean length | 2.6563147 |
| Min length | 1 |
Characters and Unicode
| Total characters | 1283 |
|---|---|
| Distinct characters | 102 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 58 ? |
|---|---|
| Unique (%) | 12.0% |
Sample
| 1st row | 부여군 |
|---|---|
| 2nd row | 서천군 |
| 3rd row | 청양군 |
| 4th row | 홍성군 |
| 5th row | 예산군 |
| Value | Count | Frequency (%) |
| 고성 | 5 | 1.0% |
| 청양군 | 4 | 0.8% |
| 공주시 | 4 | 0.8% |
| 괴산군 | 4 | 0.8% |
| 진천군 | 4 | 0.8% |
| 증평군 | 4 | 0.8% |
| 보은군 | 4 | 0.8% |
| 남양주 | 4 | 0.8% |
| 충주시 | 4 | 0.8% |
| 청주시 | 4 | 0.8% |
| Other values (209) | 442 |
Most occurring characters
| Value | Count | Frequency (%) |
| 군 | 194 | 15.1% |
| 시 | 121 | 9.4% |
| 주 | 70 | 5.5% |
| 천 | 58 | 4.5% |
| 성 | 48 | 3.7% |
| 산 | 44 | 3.4% |
| 양 | 38 | 3.0% |
| 영 | 32 | 2.5% |
| 안 | 28 | 2.2% |
| 진 | 28 | 2.2% |
| Other values (92) | 622 |
Most occurring categories
| Value | Count | Frequency (%) |
| Other Letter | 1283 |
Most frequent character per category
Other Letter
| Value | Count | Frequency (%) |
| 군 | 194 | 15.1% |
| 시 | 121 | 9.4% |
| 주 | 70 | 5.5% |
| 천 | 58 | 4.5% |
| 성 | 48 | 3.7% |
| 산 | 44 | 3.4% |
| 양 | 38 | 3.0% |
| 영 | 32 | 2.5% |
| 안 | 28 | 2.2% |
| 진 | 28 | 2.2% |
| Other values (92) | 622 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Hangul | 1283 |
Most frequent character per script
Hangul
| Value | Count | Frequency (%) |
| 군 | 194 | 15.1% |
| 시 | 121 | 9.4% |
| 주 | 70 | 5.5% |
| 천 | 58 | 4.5% |
| 성 | 48 | 3.7% |
| 산 | 44 | 3.4% |
| 양 | 38 | 3.0% |
| 영 | 32 | 2.5% |
| 안 | 28 | 2.2% |
| 진 | 28 | 2.2% |
| Other values (92) | 622 |
Most occurring blocks
| Value | Count | Frequency (%) |
| Hangul | 1283 |
Most frequent character per block
Hangul
| Value | Count | Frequency (%) |
| 군 | 194 | 15.1% |
| 시 | 121 | 9.4% |
| 주 | 70 | 5.5% |
| 천 | 58 | 4.5% |
| 성 | 48 | 3.7% |
| 산 | 44 | 3.4% |
| 양 | 38 | 3.0% |
| 영 | 32 | 2.5% |
| 안 | 28 | 2.2% |
| 진 | 28 | 2.2% |
| Other values (92) | 622 |
재배농가수(호)_누에
Real number (ℝ)
HIGH CORRELATION MISSING ZEROS
| Distinct | 46 |
|---|---|
| Distinct (%) | 13.7% |
| Missing | 147 |
| Missing (%) | 30.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 13.568452 |
| Minimum | 0 |
|---|---|
| Maximum | 451 |
| Zeros | 6 |
| Zeros (%) | 1.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 4 |
| Q3 | 14.25 |
| 95-th percentile | 40 |
| Maximum | 451 |
| Range | 451 |
| Interquartile range (IQR) | 12.25 |
Descriptive statistics
| Standard deviation | 33.714005 |
|---|---|
| Coefficient of variation (CV) | 2.4847347 |
| Kurtosis | 90.91966 |
| Mean | 13.568452 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 8.2347642 |
| Sum | 4559 |
| Variance | 1136.6341 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=46)
| Value | Count | Frequency (%) |
| 1 | 76 | |
| 2 | 49 | 10.1% |
| 3 | 29 | 6.0% |
| 4 | 14 | 2.9% |
| 5 | 14 | 2.9% |
| 6 | 12 | 2.5% |
| 15 | 9 | 1.9% |
| 8 | 8 | 1.7% |
| 9 | 8 | 1.7% |
| 10 | 7 | 1.4% |
| Other values (36) | 110 | |
| (Missing) | 147 |
| Value | Count | Frequency (%) |
| 0 | 6 | 1.2% |
| 1 | 76 | |
| 2 | 49 | |
| 3 | 29 | 6.0% |
| 4 | 14 | 2.9% |
| 5 | 14 | 2.9% |
| 6 | 12 | 2.5% |
| 7 | 7 | 1.4% |
| 8 | 8 | 1.7% |
| 9 | 8 | 1.7% |
| Value | Count | Frequency (%) |
| 451 | 1 | 0.2% |
| 202 | 1 | 0.2% |
| 170 | 2 | 0.4% |
| 168 | 1 | 0.2% |
| 103 | 3 | |
| 102 | 1 | 0.2% |
| 82 | 1 | 0.2% |
| 73 | 1 | 0.2% |
| 44 | 2 | 0.4% |
| 40 | 5 |
재배농가수(호)_오디
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 95 |
|---|---|
| Distinct (%) | 24.2% |
| Missing | 91 |
| Missing (%) | 18.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 58.045918 |
| Minimum | 0 |
|---|---|
| Maximum | 1006 |
| Zeros | 4 |
| Zeros (%) | 0.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 10 |
| Q3 | 46 |
| 95-th percentile | 201 |
| Maximum | 1006 |
| Range | 1006 |
| Interquartile range (IQR) | 44 |
Descriptive statistics
| Standard deviation | 151.59028 |
|---|---|
| Coefficient of variation (CV) | 2.611558 |
| Kurtosis | 21.688378 |
| Mean | 58.045918 |
| Median Absolute Deviation (MAD) | 9 |
| Skewness | 4.5350815 |
| Sum | 22754 |
| Variance | 22979.614 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1 | 58 | 12.0% |
| 2 | 37 | 7.7% |
| 3 | 21 | 4.3% |
| 5 | 19 | 3.9% |
| 4 | 19 | 3.9% |
| 15 | 14 | 2.9% |
| 6 | 11 | 2.3% |
| 10 | 10 | 2.1% |
| 8 | 9 | 1.9% |
| 14 | 7 | 1.4% |
| Other values (85) | 187 | |
| (Missing) | 91 |
| Value | Count | Frequency (%) |
| 0 | 4 | 0.8% |
| 1 | 58 | |
| 2 | 37 | |
| 3 | 21 | 4.3% |
| 4 | 19 | 3.9% |
| 5 | 19 | 3.9% |
| 6 | 11 | 2.3% |
| 7 | 6 | 1.2% |
| 8 | 9 | 1.9% |
| 9 | 6 | 1.2% |
| Value | Count | Frequency (%) |
| 1006 | 4 | |
| 833 | 1 | 0.2% |
| 793 | 1 | 0.2% |
| 744 | 1 | 0.2% |
| 717 | 1 | 0.2% |
| 683 | 4 | |
| 490 | 1 | 0.2% |
| 449 | 1 | 0.2% |
| 448 | 2 | |
| 384 | 1 | 0.2% |
뽕밭면적(ha)_누에사육용
Real number (ℝ)
HIGH CORRELATION MISSING ZEROS
| Distinct | 96 |
|---|---|
| Distinct (%) | 29.9% |
| Missing | 162 |
| Missing (%) | 33.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.9956386 |
| Minimum | 0 |
|---|---|
| Maximum | 274 |
| Zeros | 12 |
| Zeros (%) | 2.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.1 |
| Q1 | 1 |
| median | 2 |
| Q3 | 6.2 |
| 95-th percentile | 36.8 |
| Maximum | 274 |
| Range | 274 |
| Interquartile range (IQR) | 5.2 |
Descriptive statistics
| Standard deviation | 21.578194 |
|---|---|
| Coefficient of variation (CV) | 2.6987455 |
| Kurtosis | 78.659259 |
| Mean | 7.9956386 |
| Median Absolute Deviation (MAD) | 1.6 |
| Skewness | 7.6424858 |
| Sum | 2566.6 |
| Variance | 465.61844 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1.0 | 37 | 7.7% |
| 2.0 | 19 | 3.9% |
| 0.0 | 12 | 2.5% |
| 3.0 | 11 | 2.3% |
| 0.4 | 10 | 2.1% |
| 5.0 | 10 | 2.1% |
| 0.5 | 9 | 1.9% |
| 0.1 | 9 | 1.9% |
| 0.2 | 8 | 1.7% |
| 1.5 | 7 | 1.4% |
| Other values (86) | 189 | |
| (Missing) | 162 |
| Value | Count | Frequency (%) |
| 0.0 | 12 | |
| 0.1 | 9 | |
| 0.15 | 2 | 0.4% |
| 0.2 | 8 | |
| 0.23 | 2 | 0.4% |
| 0.27 | 2 | 0.4% |
| 0.3 | 2 | 0.4% |
| 0.4 | 10 | |
| 0.49 | 2 | 0.4% |
| 0.5 | 9 |
| Value | Count | Frequency (%) |
| 274.0 | 1 | 0.2% |
| 118.0 | 3 | |
| 105.0 | 1 | 0.2% |
| 57.0 | 1 | 0.2% |
| 48.0 | 2 | |
| 46.0 | 1 | 0.2% |
| 45.0 | 2 | |
| 44.0 | 1 | 0.2% |
| 40.0 | 2 | |
| 38.0 | 2 |
뽕밭면적(ha)_오디생산용
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 124 |
|---|---|
| Distinct (%) | 32.3% |
| Missing | 99 |
| Missing (%) | 20.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 18.788177 |
| Minimum | 0.1 |
|---|---|
| Maximum | 360 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.4 KiB |
Quantile statistics
| Minimum | 0.1 |
|---|---|
| 5-th percentile | 0.3 |
| Q1 | 1.2 |
| median | 4 |
| Q3 | 13.7 |
| 95-th percentile | 85 |
| Maximum | 360 |
| Range | 359.9 |
| Interquartile range (IQR) | 12.5 |
Descriptive statistics
| Standard deviation | 48.266335 |
|---|---|
| Coefficient of variation (CV) | 2.5689738 |
| Kurtosis | 27.888538 |
| Mean | 18.788177 |
| Median Absolute Deviation (MAD) | 3.32 |
| Skewness | 4.9449163 |
| Sum | 7214.66 |
| Variance | 2329.6391 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1.0 | 26 | 5.4% |
| 2.0 | 19 | 3.9% |
| 4.0 | 14 | 2.9% |
| 0.3 | 11 | 2.3% |
| 5.0 | 10 | 2.1% |
| 0.7 | 9 | 1.9% |
| 0.8 | 8 | 1.7% |
| 12.0 | 8 | 1.7% |
| 0.5 | 7 | 1.4% |
| 10.0 | 7 | 1.4% |
| Other values (114) | 265 | |
| (Missing) | 99 | 20.5% |
| Value | Count | Frequency (%) |
| 0.1 | 5 | |
| 0.15 | 2 | 0.4% |
| 0.19 | 2 | 0.4% |
| 0.2 | 5 | |
| 0.3 | 11 | |
| 0.33 | 2 | 0.4% |
| 0.4 | 3 | 0.6% |
| 0.45 | 2 | 0.4% |
| 0.5 | 7 | |
| 0.59 | 2 | 0.4% |
| Value | Count | Frequency (%) |
| 360.0 | 4 | |
| 219.0 | 1 | 0.2% |
| 209.0 | 1 | 0.2% |
| 208.2 | 1 | 0.2% |
| 191.0 | 2 | |
| 186.0 | 1 | 0.2% |
| 178.0 | 2 | |
| 162.0 | 1 | 0.2% |
| 129.0 | 1 | 0.2% |
| 123.5 | 2 |
누에 사육량(상자)
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 133 |
|---|---|
| Distinct (%) | 40.4% |
| Missing | 154 |
| Missing (%) | 31.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 215.96657 |
| Minimum | 0 |
|---|---|
| Maximum | 8104 |
| Zeros | 2 |
| Zeros (%) | 0.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 20 |
| median | 50 |
| Q3 | 150 |
| 95-th percentile | 960.6 |
| Maximum | 8104 |
| Range | 8104 |
| Interquartile range (IQR) | 130 |
Descriptive statistics
| Standard deviation | 603.54204 |
|---|---|
| Coefficient of variation (CV) | 2.7946087 |
| Kurtosis | 91.991273 |
| Mean | 215.96657 |
| Median Absolute Deviation (MAD) | 45 |
| Skewness | 8.1053337 |
| Sum | 71053 |
| Variance | 364262.99 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 20 | 15 | 3.1% |
| 40 | 12 | 2.5% |
| 50 | 11 | 2.3% |
| 5 | 10 | 2.1% |
| 1 | 9 | 1.9% |
| 2 | 8 | 1.7% |
| 23 | 7 | 1.4% |
| 43 | 7 | 1.4% |
| 4 | 7 | 1.4% |
| 22 | 6 | 1.2% |
| Other values (123) | 237 | |
| (Missing) | 154 |
| Value | Count | Frequency (%) |
| 0 | 2 | 0.4% |
| 1 | 9 | |
| 2 | 8 | |
| 3 | 5 | |
| 4 | 7 | |
| 5 | 10 | |
| 6 | 1 | 0.2% |
| 7 | 3 | 0.6% |
| 8 | 3 | 0.6% |
| 9 | 4 | 0.8% |
| Value | Count | Frequency (%) |
| 8104 | 1 | 0.2% |
| 2626 | 1 | 0.2% |
| 2500 | 3 | |
| 2395 | 1 | 0.2% |
| 2225 | 1 | 0.2% |
| 2116 | 2 | |
| 1297 | 2 | |
| 1200 | 3 | |
| 1050 | 1 | 0.2% |
| 1000 | 1 | 0.2% |
생산량(kg)_누에고치
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 42 |
|---|---|
| Distinct (%) | 53.2% |
| Missing | 404 |
| Missing (%) | 83.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 606.12152 |
| Minimum | 0 |
|---|---|
| Maximum | 5400 |
| Zeros | 4 |
| Zeros (%) | 0.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 7.2 |
| Q1 | 90 |
| median | 208 |
| Q3 | 680 |
| 95-th percentile | 1875 |
| Maximum | 5400 |
| Range | 5400 |
| Interquartile range (IQR) | 590 |
Descriptive statistics
| Standard deviation | 1060.7623 |
|---|---|
| Coefficient of variation (CV) | 1.7500819 |
| Kurtosis | 12.725513 |
| Mean | 606.12152 |
| Median Absolute Deviation (MAD) | 178 |
| Skewness | 3.4553955 |
| Sum | 47883.6 |
| Variance | 1125216.6 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=42)
| Value | Count | Frequency (%) |
| 100.0 | 4 | 0.8% |
| 600.0 | 4 | 0.8% |
| 161.0 | 4 | 0.8% |
| 50.0 | 4 | 0.8% |
| 0.0 | 4 | 0.8% |
| 450.0 | 3 | 0.6% |
| 40.0 | 3 | 0.6% |
| 1000.0 | 3 | 0.6% |
| 200.0 | 3 | 0.6% |
| 90.0 | 3 | 0.6% |
| Other values (32) | 44 | 9.1% |
| (Missing) | 404 |
| Value | Count | Frequency (%) |
| 0.0 | 4 | |
| 8.0 | 2 | |
| 12.0 | 1 | 0.2% |
| 30.0 | 2 | |
| 40.0 | 3 | |
| 50.0 | 4 | |
| 70.0 | 1 | 0.2% |
| 80.0 | 2 | |
| 90.0 | 3 | |
| 100.0 | 4 |
| Value | Count | Frequency (%) |
| 5400.0 | 2 | |
| 4940.0 | 1 | 0.2% |
| 3000.0 | 1 | 0.2% |
| 1750.0 | 1 | 0.2% |
| 1535.0 | 1 | 0.2% |
| 1400.0 | 1 | 0.2% |
| 1354.0 | 2 | |
| 1200.0 | 1 | 0.2% |
| 1051.0 | 1 | 0.2% |
| 1000.0 | 3 |
생산량(kg)_건조누에
Real number (ℝ)
HIGH CORRELATION MISSING ZEROS
| Distinct | 156 |
|---|---|
| Distinct (%) | 52.7% |
| Missing | 187 |
| Missing (%) | 38.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 986.83277 |
| Minimum | 0 |
|---|---|
| Maximum | 43806 |
| Zeros | 47 |
| Zeros (%) | 9.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 40 |
| median | 217.5 |
| Q3 | 655 |
| 95-th percentile | 4544 |
| Maximum | 43806 |
| Range | 43806 |
| Interquartile range (IQR) | 615 |
Descriptive statistics
| Standard deviation | 3280.6433 |
|---|---|
| Coefficient of variation (CV) | 3.3244167 |
| Kurtosis | 101.61598 |
| Mean | 986.83277 |
| Median Absolute Deviation (MAD) | 207.5 |
| Skewness | 8.7742728 |
| Sum | 292102.5 |
| Variance | 10762620 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.0 | 47 | 9.7% |
| 700.0 | 11 | 2.3% |
| 300.0 | 9 | 1.9% |
| 100.0 | 7 | 1.4% |
| 200.0 | 7 | 1.4% |
| 50.0 | 6 | 1.2% |
| 120.0 | 5 | 1.0% |
| 70.0 | 4 | 0.8% |
| 420.0 | 4 | 0.8% |
| 400.0 | 4 | 0.8% |
| Other values (146) | 192 | |
| (Missing) | 187 |
| Value | Count | Frequency (%) |
| 0.0 | 47 | |
| 5.0 | 1 | 0.2% |
| 6.0 | 1 | 0.2% |
| 8.0 | 3 | 0.6% |
| 9.0 | 1 | 0.2% |
| 10.0 | 1 | 0.2% |
| 13.0 | 1 | 0.2% |
| 14.0 | 2 | 0.4% |
| 15.0 | 3 | 0.6% |
| 16.0 | 1 | 0.2% |
| Value | Count | Frequency (%) |
| 43806.0 | 1 | |
| 14348.0 | 1 | |
| 14109.0 | 1 | |
| 13024.0 | 1 | |
| 13015.0 | 1 | |
| 12002.0 | 1 | |
| 11708.0 | 1 | |
| 9587.0 | 1 | |
| 6732.0 | 1 | |
| 6553.0 | 1 |
생산량(kg)_생누에
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 103 |
|---|---|
| Distinct (%) | 70.1% |
| Missing | 336 |
| Missing (%) | 69.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4353.1973 |
| Minimum | 0 |
|---|---|
| Maximum | 95987 |
| Zeros | 3 |
| Zeros (%) | 0.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 10.6 |
| Q1 | 145 |
| median | 400 |
| Q3 | 1800 |
| 95-th percentile | 18130 |
| Maximum | 95987 |
| Range | 95987 |
| Interquartile range (IQR) | 1655 |
Descriptive statistics
| Standard deviation | 13568.49 |
|---|---|
| Coefficient of variation (CV) | 3.1169021 |
| Kurtosis | 25.839761 |
| Mean | 4353.1973 |
| Median Absolute Deviation (MAD) | 338 |
| Skewness | 4.9285422 |
| Sum | 639920 |
| Variance | 1.8410392 × 108 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 150 | 7 | 1.4% |
| 500 | 6 | 1.2% |
| 200 | 6 | 1.2% |
| 10 | 4 | 0.8% |
| 80 | 4 | 0.8% |
| 300 | 4 | 0.8% |
| 400 | 3 | 0.6% |
| 800 | 3 | 0.6% |
| 0 | 3 | 0.6% |
| 1000 | 3 | 0.6% |
| Other values (93) | 104 | 21.5% |
| (Missing) | 336 |
| Value | Count | Frequency (%) |
| 0 | 3 | |
| 8 | 1 | 0.2% |
| 10 | 4 | |
| 12 | 1 | 0.2% |
| 15 | 1 | 0.2% |
| 25 | 1 | 0.2% |
| 28 | 1 | 0.2% |
| 29 | 1 | 0.2% |
| 35 | 1 | 0.2% |
| 38 | 1 | 0.2% |
| Value | Count | Frequency (%) |
| 95987 | 1 | |
| 79087 | 1 | |
| 69483 | 1 | |
| 67517 | 1 | |
| 33000 | 1 | |
| 30780 | 1 | |
| 29000 | 1 | |
| 18400 | 1 | |
| 17500 | 1 | |
| 14100 | 1 |
생산량(kg)_동중하초
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 57 |
|---|---|
| Distinct (%) | 66.3% |
| Missing | 397 |
| Missing (%) | 82.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2319.907 |
| Minimum | 0 |
|---|---|
| Maximum | 69483 |
| Zeros | 3 |
| Zeros (%) | 0.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 5 |
| Q1 | 22.5 |
| median | 200 |
| Q3 | 875 |
| 95-th percentile | 8820 |
| Maximum | 69483 |
| Range | 69483 |
| Interquartile range (IQR) | 852.5 |
Descriptive statistics
| Standard deviation | 8488.4741 |
|---|---|
| Coefficient of variation (CV) | 3.6589718 |
| Kurtosis | 48.189403 |
| Mean | 2319.907 |
| Median Absolute Deviation (MAD) | 190.5 |
| Skewness | 6.532056 |
| Sum | 199512 |
| Variance | 72054193 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 20 | 9 | 1.9% |
| 500 | 5 | 1.0% |
| 5 | 3 | 0.6% |
| 200 | 3 | 0.6% |
| 0 | 3 | 0.6% |
| 300 | 3 | 0.6% |
| 50 | 3 | 0.6% |
| 15 | 3 | 0.6% |
| 40 | 2 | 0.4% |
| 150 | 2 | 0.4% |
| Other values (47) | 50 | 10.4% |
| (Missing) | 397 |
| Value | Count | Frequency (%) |
| 0 | 3 | 0.6% |
| 1 | 1 | 0.2% |
| 5 | 3 | 0.6% |
| 6 | 1 | 0.2% |
| 9 | 1 | 0.2% |
| 10 | 1 | 0.2% |
| 15 | 3 | 0.6% |
| 20 | 9 | |
| 30 | 1 | 0.2% |
| 32 | 1 | 0.2% |
| Value | Count | Frequency (%) |
| 69483 | 1 | |
| 30780 | 1 | |
| 18400 | 1 | |
| 14100 | 1 | |
| 9560 | 1 | |
| 6600 | 1 | |
| 6000 | 1 | |
| 5100 | 1 | |
| 4500 | 1 | |
| 3615 | 1 |
생산량(kg)_수번데기
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 33 |
|---|---|
| Distinct (%) | 66.0% |
| Missing | 433 |
| Missing (%) | 89.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 385.08 |
| Minimum | 0 |
|---|---|
| Maximum | 3650 |
| Zeros | 4 |
| Zeros (%) | 0.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 22.5 |
| median | 185 |
| Q3 | 440 |
| 95-th percentile | 1500 |
| Maximum | 3650 |
| Range | 3650 |
| Interquartile range (IQR) | 417.5 |
Descriptive statistics
| Standard deviation | 616.92291 |
|---|---|
| Coefficient of variation (CV) | 1.6020643 |
| Kurtosis | 15.735861 |
| Mean | 385.08 |
| Median Absolute Deviation (MAD) | 165 |
| Skewness | 3.486516 |
| Sum | 19254 |
| Variance | 380593.87 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=33)
| Value | Count | Frequency (%) |
| 20 | 5 | 1.0% |
| 0 | 4 | 0.8% |
| 440 | 3 | 0.6% |
| 1500 | 3 | 0.6% |
| 300 | 3 | 0.6% |
| 80 | 2 | 0.4% |
| 190 | 2 | 0.4% |
| 100 | 2 | 0.4% |
| 15 | 2 | 0.4% |
| 1 | 1 | 0.2% |
| Other values (23) | 23 | 4.8% |
| (Missing) | 433 |
| Value | Count | Frequency (%) |
| 0 | 4 | |
| 1 | 1 | 0.2% |
| 5 | 1 | 0.2% |
| 15 | 2 | 0.4% |
| 20 | 5 | |
| 30 | 1 | 0.2% |
| 50 | 1 | 0.2% |
| 64 | 1 | 0.2% |
| 80 | 2 | 0.4% |
| 100 | 2 | 0.4% |
| Value | Count | Frequency (%) |
| 3650 | 1 | 0.2% |
| 1500 | 3 | |
| 900 | 1 | 0.2% |
| 859 | 1 | 0.2% |
| 843 | 1 | 0.2% |
| 825 | 1 | 0.2% |
| 795 | 1 | 0.2% |
| 700 | 1 | 0.2% |
| 680 | 1 | 0.2% |
| 440 | 3 |
생산량(kg)_잠분
Real number (ℝ)
HIGH CORRELATION MISSING ZEROS
| Distinct | 39 |
|---|---|
| Distinct (%) | 69.6% |
| Missing | 427 |
| Missing (%) | 88.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 734.32143 |
| Minimum | 0 |
|---|---|
| Maximum | 5291 |
| Zeros | 5 |
| Zeros (%) | 1.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 65 |
| median | 325 |
| Q3 | 1000 |
| 95-th percentile | 2655 |
| Maximum | 5291 |
| Range | 5291 |
| Interquartile range (IQR) | 935 |
Descriptive statistics
| Standard deviation | 1083.6275 |
|---|---|
| Coefficient of variation (CV) | 1.4756855 |
| Kurtosis | 7.021397 |
| Mean | 734.32143 |
| Median Absolute Deviation (MAD) | 295 |
| Skewness | 2.4944073 |
| Sum | 41122 |
| Variance | 1174248.5 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=39)
| Value | Count | Frequency (%) |
| 600 | 5 | 1.0% |
| 0 | 5 | 1.0% |
| 100 | 3 | 0.6% |
| 1700 | 3 | 0.6% |
| 1000 | 3 | 0.6% |
| 70 | 2 | 0.4% |
| 13 | 2 | 0.4% |
| 400 | 2 | 0.4% |
| 350 | 1 | 0.2% |
| 860 | 1 | 0.2% |
| Other values (29) | 29 | 6.0% |
| (Missing) | 427 |
| Value | Count | Frequency (%) |
| 0 | 5 | |
| 6 | 1 | 0.2% |
| 13 | 2 | 0.4% |
| 15 | 1 | 0.2% |
| 16 | 1 | 0.2% |
| 20 | 1 | 0.2% |
| 40 | 1 | 0.2% |
| 45 | 1 | 0.2% |
| 50 | 1 | 0.2% |
| 70 | 2 | 0.4% |
| Value | Count | Frequency (%) |
| 5291 | 1 | 0.2% |
| 4500 | 1 | 0.2% |
| 3120 | 1 | 0.2% |
| 2500 | 1 | 0.2% |
| 2485 | 1 | 0.2% |
| 1700 | 3 | |
| 1600 | 1 | 0.2% |
| 1500 | 1 | 0.2% |
| 1400 | 1 | 0.2% |
| 1124 | 1 | 0.2% |
생산량(kg)_뽕잎
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 71 |
|---|---|
| Distinct (%) | 51.4% |
| Missing | 345 |
| Missing (%) | 71.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7208.8406 |
| Minimum | 0 |
|---|---|
| Maximum | 150000 |
| Zeros | 3 |
| Zeros (%) | 0.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 14.7 |
| Q1 | 300 |
| median | 1142 |
| Q3 | 2700 |
| 95-th percentile | 40450 |
| Maximum | 150000 |
| Range | 150000 |
| Interquartile range (IQR) | 2400 |
Descriptive statistics
| Standard deviation | 18671.523 |
|---|---|
| Coefficient of variation (CV) | 2.5900869 |
| Kurtosis | 28.175857 |
| Mean | 7208.8406 |
| Median Absolute Deviation (MAD) | 990 |
| Skewness | 4.7142458 |
| Sum | 994820 |
| Variance | 3.4862578 × 108 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1000 | 11 | 2.3% |
| 200 | 7 | 1.4% |
| 2000 | 6 | 1.2% |
| 300 | 6 | 1.2% |
| 400 | 5 | 1.0% |
| 100 | 5 | 1.0% |
| 500 | 4 | 0.8% |
| 1500 | 4 | 0.8% |
| 20000 | 4 | 0.8% |
| 1300 | 3 | 0.6% |
| Other values (61) | 83 | 17.2% |
| (Missing) | 345 |
| Value | Count | Frequency (%) |
| 0 | 3 | |
| 2 | 1 | 0.2% |
| 7 | 1 | 0.2% |
| 10 | 1 | 0.2% |
| 13 | 1 | 0.2% |
| 15 | 2 | |
| 30 | 3 | |
| 40 | 1 | 0.2% |
| 45 | 1 | 0.2% |
| 50 | 2 |
| Value | Count | Frequency (%) |
| 150000 | 1 | |
| 93656 | 1 | |
| 56600 | 1 | |
| 56000 | 2 | |
| 50000 | 1 | |
| 43000 | 1 | |
| 40000 | 2 | |
| 36580 | 1 | |
| 34466 | 1 | |
| 22973 | 1 |
생산량(kg)_오디
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 197 |
|---|---|
| Distinct (%) | 61.8% |
| Missing | 164 |
| Missing (%) | 34.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 67472.091 |
| Minimum | 0 |
|---|---|
| Maximum | 2000000 |
| Zeros | 1 |
| Zeros (%) | 0.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 200 |
| Q1 | 2025 |
| median | 8500 |
| Q3 | 34284 |
| 95-th percentile | 346321.8 |
| Maximum | 2000000 |
| Range | 2000000 |
| Interquartile range (IQR) | 32259 |
Descriptive statistics
| Standard deviation | 216103.74 |
|---|---|
| Coefficient of variation (CV) | 3.2028612 |
| Kurtosis | 37.317474 |
| Mean | 67472.091 |
| Median Absolute Deviation (MAD) | 7640 |
| Skewness | 5.6740076 |
| Sum | 21523597 |
| Variance | 4.6700827 × 1010 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 3000 | 10 | 2.1% |
| 1000 | 8 | 1.7% |
| 1500 | 7 | 1.4% |
| 50000 | 6 | 1.2% |
| 300 | 6 | 1.2% |
| 4000 | 6 | 1.2% |
| 2000 | 6 | 1.2% |
| 20000 | 5 | 1.0% |
| 200 | 5 | 1.0% |
| 2500 | 5 | 1.0% |
| Other values (187) | 255 | |
| (Missing) | 164 |
| Value | Count | Frequency (%) |
| 0 | 1 | 0.2% |
| 10 | 3 | |
| 50 | 2 | 0.4% |
| 55 | 1 | 0.2% |
| 70 | 2 | 0.4% |
| 100 | 2 | 0.4% |
| 150 | 1 | 0.2% |
| 200 | 5 | |
| 220 | 1 | 0.2% |
| 250 | 1 | 0.2% |
| Value | Count | Frequency (%) |
| 2000000 | 1 | |
| 1680000 | 1 | |
| 1340000 | 1 | |
| 1184000 | 1 | |
| 1041000 | 1 | |
| 968000 | 1 | |
| 915200 | 1 | |
| 679030 | 1 | |
| 587500 | 1 | |
| 578890 | 1 |
| 연도 | 시도 | 재배농가수(호)_누에 | 재배농가수(호)_오디 | 뽕밭면적(ha)_누에사육용 | 뽕밭면적(ha)_오디생산용 | 누에 사육량(상자) | 생산량(kg)_누에고치 | 생산량(kg)_건조누에 | 생산량(kg)_생누에 | 생산량(kg)_동중하초 | 생산량(kg)_수번데기 | 생산량(kg)_잠분 | 생산량(kg)_뽕잎 | 생산량(kg)_오디 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 연도 | 1.000 | 0.000 | 0.000 | 0.172 | 0.130 | 0.000 | 0.000 | 0.000 | 0.000 | 0.379 | 0.000 | 0.124 | 0.275 | 0.000 | 0.000 |
| 시도 | 0.000 | 1.000 | 0.000 | 0.306 | 0.213 | 0.342 | 0.246 | 0.000 | 0.269 | 0.291 | 0.000 | 0.000 | 0.000 | 0.363 | 0.232 |
| 재배농가수(호)_누에 | 0.000 | 0.000 | 1.000 | 0.684 | 0.980 | 0.357 | 0.914 | 0.681 | 0.883 | 0.964 | 0.621 | 0.718 | 0.785 | 0.908 | 0.000 |
| 재배농가수(호)_오디 | 0.172 | 0.306 | 0.684 | 1.000 | 0.726 | 0.944 | 0.696 | 0.327 | 0.679 | 0.608 | 0.000 | 0.547 | 0.824 | 0.900 | 0.937 |
| 뽕밭면적(ha)_누에사육용 | 0.130 | 0.213 | 0.980 | 0.726 | 1.000 | 0.500 | 0.908 | 0.477 | 0.831 | 0.951 | 0.000 | 0.682 | 0.717 | 0.901 | 0.337 |
| 뽕밭면적(ha)_오디생산용 | 0.000 | 0.342 | 0.357 | 0.944 | 0.500 | 1.000 | 0.445 | 0.391 | 0.478 | 0.435 | 0.000 | 0.559 | 0.581 | 0.813 | 0.872 |
| 누에 사육량(상자) | 0.000 | 0.246 | 0.914 | 0.696 | 0.908 | 0.445 | 1.000 | 0.475 | 0.967 | 0.793 | 0.857 | 0.905 | 0.752 | 0.726 | 0.289 |
| 생산량(kg)_누에고치 | 0.000 | 0.000 | 0.681 | 0.327 | 0.477 | 0.391 | 0.475 | 1.000 | 0.551 | 0.572 | 0.000 | 0.750 | 0.457 | 0.377 | 0.000 |
| 생산량(kg)_건조누에 | 0.000 | 0.269 | 0.883 | 0.679 | 0.831 | 0.478 | 0.967 | 0.551 | 1.000 | 0.850 | 0.396 | 0.876 | 0.791 | 0.703 | 0.094 |
| 생산량(kg)_생누에 | 0.379 | 0.291 | 0.964 | 0.608 | 0.951 | 0.435 | 0.793 | 0.572 | 0.850 | 1.000 | 0.000 | 0.769 | 0.875 | 0.939 | 0.318 |
| 생산량(kg)_동중하초 | 0.000 | 0.000 | 0.621 | 0.000 | 0.000 | 0.000 | 0.857 | 0.000 | 0.396 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| 생산량(kg)_수번데기 | 0.124 | 0.000 | 0.718 | 0.547 | 0.682 | 0.559 | 0.905 | 0.750 | 0.876 | 0.769 | 0.000 | 1.000 | 0.748 | 0.776 | 0.806 |
| 생산량(kg)_잠분 | 0.275 | 0.000 | 0.785 | 0.824 | 0.717 | 0.581 | 0.752 | 0.457 | 0.791 | 0.875 | 0.000 | 0.748 | 1.000 | 0.809 | 0.748 |
| 생산량(kg)_뽕잎 | 0.000 | 0.363 | 0.908 | 0.900 | 0.901 | 0.813 | 0.726 | 0.377 | 0.703 | 0.939 | 0.000 | 0.776 | 0.809 | 1.000 | 0.765 |
| 생산량(kg)_오디 | 0.000 | 0.232 | 0.000 | 0.937 | 0.337 | 0.872 | 0.289 | 0.000 | 0.094 | 0.318 | 0.000 | 0.806 | 0.748 | 0.765 | 1.000 |
| 연도 | 시도 | |
|---|---|---|
| 연도 | 1.000 | 0.000 |
| 시도 | 0.000 | 1.000 |
| 재배농가수(호)_누에 | 재배농가수(호)_오디 | 뽕밭면적(ha)_누에사육용 | 뽕밭면적(ha)_오디생산용 | 누에 사육량(상자) | 생산량(kg)_누에고치 | 생산량(kg)_건조누에 | 생산량(kg)_생누에 | 생산량(kg)_동중하초 | 생산량(kg)_수번데기 | 생산량(kg)_잠분 | 생산량(kg)_뽕잎 | 생산량(kg)_오디 | 연도 | 시도 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 재배농가수(호)_누에 | 1.000 | 0.537 | 0.847 | 0.470 | 0.780 | 0.579 | 0.714 | 0.550 | 0.498 | 0.294 | 0.447 | 0.444 | 0.382 | 0.000 | 0.000 |
| 재배농가수(호)_오디 | 0.537 | 1.000 | 0.490 | 0.883 | 0.395 | 0.168 | 0.294 | 0.226 | 0.212 | 0.055 | 0.065 | 0.427 | 0.686 | 0.075 | 0.133 |
| 뽕밭면적(ha)_누에사육용 | 0.847 | 0.490 | 1.000 | 0.514 | 0.842 | 0.528 | 0.706 | 0.561 | 0.436 | 0.387 | 0.470 | 0.470 | 0.361 | 0.053 | 0.105 |
| 뽕밭면적(ha)_오디생산용 | 0.470 | 0.883 | 0.514 | 1.000 | 0.357 | 0.238 | 0.289 | 0.231 | 0.244 | 0.073 | 0.220 | 0.531 | 0.759 | 0.000 | 0.156 |
| 누에 사육량(상자) | 0.780 | 0.395 | 0.842 | 0.357 | 1.000 | 0.598 | 0.795 | 0.638 | 0.451 | 0.375 | 0.493 | 0.327 | 0.253 | 0.000 | 0.134 |
| 생산량(kg)_누에고치 | 0.579 | 0.168 | 0.528 | 0.238 | 0.598 | 1.000 | 0.542 | 0.427 | 0.565 | 0.599 | 0.429 | 0.277 | 0.157 | 0.000 | 0.000 |
| 생산량(kg)_건조누에 | 0.714 | 0.294 | 0.706 | 0.289 | 0.795 | 0.542 | 1.000 | 0.316 | 0.394 | 0.462 | 0.466 | 0.400 | 0.235 | 0.000 | 0.147 |
| 생산량(kg)_생누에 | 0.550 | 0.226 | 0.561 | 0.231 | 0.638 | 0.427 | 0.316 | 1.000 | 0.275 | 0.496 | 0.793 | 0.471 | 0.313 | 0.167 | 0.113 |
| 생산량(kg)_동중하초 | 0.498 | 0.212 | 0.436 | 0.244 | 0.451 | 0.565 | 0.394 | 0.275 | 1.000 | 0.535 | 0.501 | 0.366 | 0.170 | 0.000 | 0.000 |
| 생산량(kg)_수번데기 | 0.294 | 0.055 | 0.387 | 0.073 | 0.375 | 0.599 | 0.462 | 0.496 | 0.535 | 1.000 | 0.505 | 0.557 | 0.218 | 0.082 | 0.000 |
| 생산량(kg)_잠분 | 0.447 | 0.065 | 0.470 | 0.220 | 0.493 | 0.429 | 0.466 | 0.793 | 0.501 | 0.505 | 1.000 | 0.657 | 0.438 | 0.166 | 0.000 |
| 생산량(kg)_뽕잎 | 0.444 | 0.427 | 0.470 | 0.531 | 0.327 | 0.277 | 0.400 | 0.471 | 0.366 | 0.557 | 0.657 | 1.000 | 0.556 | 0.000 | 0.182 |
| 생산량(kg)_오디 | 0.382 | 0.686 | 0.361 | 0.759 | 0.253 | 0.157 | 0.235 | 0.313 | 0.170 | 0.218 | 0.438 | 0.556 | 1.000 | 0.000 | 0.098 |
| 연도 | 0.000 | 0.075 | 0.053 | 0.000 | 0.000 | 0.000 | 0.000 | 0.167 | 0.000 | 0.082 | 0.166 | 0.000 | 0.000 | 1.000 | 0.000 |
| 시도 | 0.000 | 0.133 | 0.105 | 0.156 | 0.134 | 0.000 | 0.147 | 0.113 | 0.000 | 0.000 | 0.000 | 0.182 | 0.098 | 0.000 | 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.
The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.
| 연도 | 시도 | 시군 | 재배농가수(호)_누에 | 재배농가수(호)_오디 | 뽕밭면적(ha)_누에사육용 | 뽕밭면적(ha)_오디생산용 | 누에 사육량(상자) | 생산량(kg)_누에고치 | 생산량(kg)_건조누에 | 생산량(kg)_생누에 | 생산량(kg)_동중하초 | 생산량(kg)_수번데기 | 생산량(kg)_잠분 | 생산량(kg)_뽕잎 | 생산량(kg)_오디 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 2014 | 충청남도 | 부여군 | 13 | 17 | 2.7 | 7.9 | 128 | <NA> | 300.0 | 340 | <NA> | <NA> | <NA> | <NA> | <NA> |
| 1 | 2014 | 충청남도 | 서천군 | 2 | 3 | 1.5 | 0.19 | 18 | <NA> | <NA> | 100 | 500 | <NA> | <NA> | <NA> | 10 |
| 2 | 2014 | 충청남도 | 청양군 | 2 | 8 | 0.9 | 0.5 | 110 | 200.0 | 400.0 | <NA> | 1000 | 15 | <NA> | 100 | 300 |
| 3 | 2014 | 충청남도 | 홍성군 | 31 | 21 | 6.4 | 1.0 | 169 | <NA> | 15.0 | 1352 | 150 | 15 | <NA> | 13 | <NA> |
| 4 | 2014 | 충청남도 | 예산군 | 2 | 5 | 0.49 | 2.12 | 20 | <NA> | 50.0 | <NA> | 500 | <NA> | <NA> | <NA> | <NA> |
| 5 | 2014 | 충청남도 | 태안군 | <NA> | 15 | <NA> | 2.5 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
| 6 | 2014 | 전라북도 | 전주시 | 1 | 1 | 0.4 | 1.6 | 60 | <NA> | 600.0 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
| 7 | 2014 | 전라북도 | 군산시 | 1 | 2 | 0.1 | 0.8 | 2 | <NA> | <NA> | 120 | <NA> | <NA> | <NA> | <NA> | <NA> |
| 8 | 2014 | 전라북도 | 익산시 | 15 | 2 | 1.9 | 0.3 | 50 | <NA> | <NA> | 140 | 710 | <NA> | <NA> | <NA> | <NA> |
| 9 | 2014 | 전라북도 | 정읍시 | 12 | 683 | 5.9 | 178.0 | 94 | 450.0 | <NA> | 290 | 1700 | <NA> | <NA> | <NA> | <NA> |
| 연도 | 시도 | 시군 | 재배농가수(호)_누에 | 재배농가수(호)_오디 | 뽕밭면적(ha)_누에사육용 | 뽕밭면적(ha)_오디생산용 | 누에 사육량(상자) | 생산량(kg)_누에고치 | 생산량(kg)_건조누에 | 생산량(kg)_생누에 | 생산량(kg)_동중하초 | 생산량(kg)_수번데기 | 생산량(kg)_잠분 | 생산량(kg)_뽕잎 | 생산량(kg)_오디 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 473 | 2012 | 충청북도 | 청주시 | <NA> | 3 | <NA> | 1.0 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
| 474 | 2012 | 충청북도 | 충주시 | 20 | 46 | 5.0 | 15.0 | 230 | <NA> | 1380.0 | <NA> | <NA> | <NA> | <NA> | 2300 | 8600 |
| 475 | 2012 | 충청북도 | 제천시 | 2 | 4 | 1.0 | 1.0 | 1 | <NA> | 8.0 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
| 476 | 2012 | 충청북도 | 청원군 | 4 | 35 | 8.0 | 18.0 | 80 | <NA> | 155.0 | <NA> | <NA> | <NA> | <NA> | <NA> | 3500 |
| 477 | 2012 | 충청북도 | 보은군 | 33 | 9 | 14.0 | 4.0 | 341 | 1535.0 | 1786.0 | <NA> | <NA> | <NA> | <NA> | 1000 | 700 |
| 478 | 2012 | 충청북도 | 옥천군 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
| 479 | 2012 | 충청북도 | 영동군 | 6 | 3 | 2.0 | 2.0 | 20 | <NA> | 100.0 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
| 480 | 2012 | 충청북도 | 증평군 | 3 | 11 | 1.0 | 8.0 | 9 | <NA> | 30.0 | <NA> | <NA> | <NA> | <NA> | <NA> | 1700 |
| 481 | 2012 | 충청북도 | 진천군 | <NA> | 1 | <NA> | 1.0 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 4000 |
| 482 | 2012 | 충청북도 | 괴산군 | 1 | 17 | 1.0 | 4.0 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 4200 |
Most frequently occurring
| 연도 | 시도 | 시군 | 재배농가수(호)_누에 | 재배농가수(호)_오디 | 뽕밭면적(ha)_누에사육용 | 뽕밭면적(ha)_오디생산용 | 누에 사육량(상자) | 생산량(kg)_누에고치 | 생산량(kg)_건조누에 | 생산량(kg)_생누에 | 생산량(kg)_동중하초 | 생산량(kg)_수번데기 | 생산량(kg)_잠분 | 생산량(kg)_뽕잎 | 생산량(kg)_오디 | # duplicates | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 2014 | 경상남도 | 창원 | 1 | <NA> | 0.5 | <NA> | 3 | <NA> | 14.0 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 2 |
| 1 | 2014 | 경상남도 | 합천 | 6 | <NA> | 1.35 | <NA> | 17 | <NA> | 170.0 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 2 |