Dataset statistics
| Number of variables | 18 |
|---|---|
| Number of observations | 25 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 4.0 KiB |
| Average record size in memory | 163.3 B |
Variable types
| Categorical | 3 |
|---|---|
| Numeric | 14 |
| DateTime | 1 |
Dataset
| Description | 광주에서 발생한 폐기물의 부문별(가정생활폐기물/사업장생활계폐기물/사업장배출시설계폐기물/건설폐기물/지정폐기물/의료폐기물) 현황입니다.(2008년~2021년, 단위:톤/일) |
|---|---|
| Author | 광주광역시 |
| URL | https://www.data.go.kr/data/3083986/fileData.do |
데이터기준일자 has constant value "" | Constant |
대분류 is highly overall correlated with 중분류 | High correlation |
중분류 is highly overall correlated with 대분류 | High correlation |
2008년 is highly overall correlated with 2009년 and 12 other fields | High correlation |
2009년 is highly overall correlated with 2008년 and 12 other fields | High correlation |
2010년 is highly overall correlated with 2008년 and 12 other fields | High correlation |
2011년 is highly overall correlated with 2008년 and 12 other fields | High correlation |
2012년 is highly overall correlated with 2008년 and 12 other fields | High correlation |
2013년 is highly overall correlated with 2008년 and 12 other fields | High correlation |
2014년 is highly overall correlated with 2008년 and 12 other fields | High correlation |
2015년 is highly overall correlated with 2008년 and 12 other fields | High correlation |
2016년 is highly overall correlated with 2008년 and 12 other fields | High correlation |
2017년 is highly overall correlated with 2008년 and 12 other fields | High correlation |
2018년 is highly overall correlated with 2008년 and 12 other fields | High correlation |
2019년 is highly overall correlated with 2008년 and 12 other fields | High correlation |
2020년 is highly overall correlated with 2008년 and 12 other fields | High correlation |
2021년 is highly overall correlated with 2008년 and 12 other fields | High correlation |
2008년 has 6 (24.0%) zeros | Zeros |
2009년 has 6 (24.0%) zeros | Zeros |
2010년 has 6 (24.0%) zeros | Zeros |
2011년 has 6 (24.0%) zeros | Zeros |
2012년 has 6 (24.0%) zeros | Zeros |
2013년 has 6 (24.0%) zeros | Zeros |
2014년 has 6 (24.0%) zeros | Zeros |
2015년 has 7 (28.0%) zeros | Zeros |
2016년 has 7 (28.0%) zeros | Zeros |
2017년 has 8 (32.0%) zeros | Zeros |
2018년 has 8 (32.0%) zeros | Zeros |
2019년 has 5 (20.0%) zeros | Zeros |
2020년 has 5 (20.0%) zeros | Zeros |
2021년 has 5 (20.0%) zeros | Zeros |
Reproduction
| Analysis started | 2023-12-12 10:27:50.607728 |
|---|---|
| Analysis finished | 2023-12-12 10:28:11.004703 |
| Duration | 20.4 seconds |
| Software version | ydata-profiling vv4.5.1 |
| Download configuration | config.json |
대분류
Categorical
HIGH CORRELATION
| Distinct | 5 |
|---|---|
| Distinct (%) | 20.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 332.0 B |
| 생활폐기물 | |
|---|---|
| 사업장배출시설계폐기물 | |
| 건설폐기물 | |
| 지정폐기물 | |
| 의료폐기물 |
Length
| Max length | 11 |
|---|---|
| Median length | 5 |
| Mean length | 6.2 |
| Min length | 5 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 생활폐기물 |
|---|---|
| 2nd row | 생활폐기물 |
| 3rd row | 생활폐기물 |
| 4th row | 생활폐기물 |
| 5th row | 생활폐기물 |
Common Values
| Value | Count | Frequency (%) |
| 생활폐기물 | 7 | |
| 사업장배출시설계폐기물 | 5 | |
| 건설폐기물 | 5 | |
| 지정폐기물 | 4 | |
| 의료폐기물 | 4 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 생활폐기물 | 7 | |
| 사업장배출시설계폐기물 | 5 | |
| 건설폐기물 | 5 | |
| 지정폐기물 | 4 | |
| 의료폐기물 | 4 |
중분류
Categorical
HIGH CORRELATION
| Distinct | 6 |
|---|---|
| Distinct (%) | 24.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 332.0 B |
| 사업장배출시설계폐기물 | |
|---|---|
| 건설폐기물 | |
| 사업장생활계폐기물 | |
| 지정폐기물 | |
| 의료폐기물 |
Length
| Max length | 11 |
|---|---|
| Median length | 5 |
| Mean length | 7.08 |
| Min length | 5 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 가정생활폐기물 |
|---|---|
| 2nd row | 가정생활폐기물 |
| 3rd row | 가정생활폐기물 |
| 4th row | 사업장생활계폐기물 |
| 5th row | 사업장생활계폐기물 |
Common Values
| Value | Count | Frequency (%) |
| 사업장배출시설계폐기물 | 5 | |
| 건설폐기물 | 5 | |
| 사업장생활계폐기물 | 4 | |
| 지정폐기물 | 4 | |
| 의료폐기물 | 4 | |
| 가정생활폐기물 | 3 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 사업장배출시설계폐기물 | 5 | |
| 건설폐기물 | 5 | |
| 사업장생활계폐기물 | 4 | |
| 지정폐기물 | 4 | |
| 의료폐기물 | 4 | |
| 가정생활폐기물 | 3 |
소분류
Categorical
| Distinct | 6 |
|---|---|
| Distinct (%) | 24.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 332.0 B |
| 소각 | |
|---|---|
| 재활용 | |
| 매립 | |
| 기타 | |
| 해역배출 |
Length
| Max length | 4 |
|---|---|
| Median length | 2 |
| Mean length | 2.48 |
| Min length | 2 |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 4.0% |
Sample
| 1st row | 매립 |
|---|---|
| 2nd row | 소각 |
| 3rd row | 재활용 |
| 4th row | 매립 |
| 5th row | 소각 |
Common Values
| Value | Count | Frequency (%) |
| 소각 | 6 | |
| 재활용 | 6 | |
| 매립 | 5 | |
| 기타 | 5 | |
| 해역배출 | 2 | 8.0% |
| 멸균분쇄 | 1 | 4.0% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 소각 | 6 | |
| 재활용 | 6 | |
| 매립 | 5 | |
| 기타 | 5 | |
| 해역배출 | 2 | 8.0% |
| 멸균분쇄 | 1 | 4.0% |
2008년
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 20 |
|---|---|
| Distinct (%) | 80.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 206.004 |
| Minimum | 0 |
|---|---|
| Maximum | 2870.3 |
| Zeros | 6 |
| Zeros (%) | 24.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 357.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.1 |
| median | 21.9 |
| Q3 | 95.3 |
| 95-th percentile | 726.68 |
| Maximum | 2870.3 |
| Range | 2870.3 |
| Interquartile range (IQR) | 95.2 |
Descriptive statistics
| Standard deviation | 583.76553 |
|---|---|
| Coefficient of variation (CV) | 2.8337582 |
| Kurtosis | 19.880146 |
| Mean | 206.004 |
| Median Absolute Deviation (MAD) | 21.9 |
| Skewness | 4.3272114 |
| Sum | 5150.1 |
| Variance | 340782.2 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=20)
| Value | Count | Frequency (%) |
| 0.0 | 6 | |
| 272.7 | 1 | 4.0% |
| 54.5 | 1 | 4.0% |
| 0.1 | 1 | 4.0% |
| 7.8 | 1 | 4.0% |
| 1.6 | 1 | 4.0% |
| 37.4 | 1 | 4.0% |
| 21.9 | 1 | 4.0% |
| 3.3 | 1 | 4.0% |
| 2870.3 | 1 | 4.0% |
| Other values (10) | 10 |
| Value | Count | Frequency (%) |
| 0.0 | 6 | |
| 0.1 | 1 | 4.0% |
| 1.6 | 1 | 4.0% |
| 3.3 | 1 | 4.0% |
| 7.8 | 1 | 4.0% |
| 10.1 | 1 | 4.0% |
| 21.8 | 1 | 4.0% |
| 21.9 | 1 | 4.0% |
| 27.6 | 1 | 4.0% |
| 37.4 | 1 | 4.0% |
| Value | Count | Frequency (%) |
| 2870.3 | 1 | |
| 804.7 | 1 | |
| 414.6 | 1 | |
| 272.7 | 1 | |
| 246.1 | 1 | |
| 162.7 | 1 | |
| 95.3 | 1 | |
| 57.4 | 1 | |
| 54.5 | 1 | |
| 40.2 | 1 |
2009년
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 20 |
|---|---|
| Distinct (%) | 80.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 184.52 |
| Minimum | 0 |
|---|---|
| Maximum | 2373.9 |
| Zeros | 6 |
| Zeros (%) | 24.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 357.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.1 |
| median | 20.5 |
| Q3 | 107.2 |
| 95-th percentile | 714.64 |
| Maximum | 2373.9 |
| Range | 2373.9 |
| Interquartile range (IQR) | 107.1 |
Descriptive statistics
| Standard deviation | 489.00624 |
|---|---|
| Coefficient of variation (CV) | 2.6501531 |
| Kurtosis | 18.242693 |
| Mean | 184.52 |
| Median Absolute Deviation (MAD) | 20.5 |
| Skewness | 4.1232614 |
| Sum | 4613 |
| Variance | 239127.11 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=20)
| Value | Count | Frequency (%) |
| 0.0 | 6 | |
| 255.0 | 1 | 4.0% |
| 10.9 | 1 | 4.0% |
| 0.1 | 1 | 4.0% |
| 9.5 | 1 | 4.0% |
| 2.3 | 1 | 4.0% |
| 54.4 | 1 | 4.0% |
| 20.5 | 1 | 4.0% |
| 7.4 | 1 | 4.0% |
| 2373.9 | 1 | 4.0% |
| Other values (10) | 10 |
| Value | Count | Frequency (%) |
| 0.0 | 6 | |
| 0.1 | 1 | 4.0% |
| 2.3 | 1 | 4.0% |
| 7.4 | 1 | 4.0% |
| 9.5 | 1 | 4.0% |
| 10.9 | 1 | 4.0% |
| 17.0 | 1 | 4.0% |
| 20.5 | 1 | 4.0% |
| 20.8 | 1 | 4.0% |
| 35.0 | 1 | 4.0% |
| Value | Count | Frequency (%) |
| 2373.9 | 1 | |
| 800.8 | 1 | |
| 370.0 | 1 | |
| 255.0 | 1 | |
| 247.2 | 1 | |
| 161.3 | 1 | |
| 107.2 | 1 | |
| 71.2 | 1 | |
| 54.4 | 1 | |
| 48.5 | 1 |
2010년
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 20 |
|---|---|
| Distinct (%) | 80.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 178.484 |
| Minimum | 0 |
|---|---|
| Maximum | 2206.7 |
| Zeros | 6 |
| Zeros (%) | 24.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 357.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.2 |
| median | 17.9 |
| Q3 | 109.2 |
| 95-th percentile | 701.46 |
| Maximum | 2206.7 |
| Range | 2206.7 |
| Interquartile range (IQR) | 109 |
Descriptive statistics
| Standard deviation | 457.84126 |
|---|---|
| Coefficient of variation (CV) | 2.565167 |
| Kurtosis | 17.37034 |
| Mean | 178.484 |
| Median Absolute Deviation (MAD) | 17.9 |
| Skewness | 4.0033078 |
| Sum | 4462.1 |
| Variance | 209618.62 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=20)
| Value | Count | Frequency (%) |
| 0.0 | 6 | |
| 235.2 | 1 | 4.0% |
| 1.2 | 1 | 4.0% |
| 0.2 | 1 | 4.0% |
| 10.2 | 1 | 4.0% |
| 0.7 | 1 | 4.0% |
| 40.3 | 1 | 4.0% |
| 24.0 | 1 | 4.0% |
| 5.8 | 1 | 4.0% |
| 2206.7 | 1 | 4.0% |
| Other values (10) | 10 |
| Value | Count | Frequency (%) |
| 0.0 | 6 | |
| 0.2 | 1 | 4.0% |
| 0.7 | 1 | 4.0% |
| 1.2 | 1 | 4.0% |
| 5.8 | 1 | 4.0% |
| 7.2 | 1 | 4.0% |
| 10.2 | 1 | 4.0% |
| 17.9 | 1 | 4.0% |
| 24.0 | 1 | 4.0% |
| 31.4 | 1 | 4.0% |
| Value | Count | Frequency (%) |
| 2206.7 | 1 | |
| 771.3 | 1 | |
| 422.1 | 1 | |
| 235.2 | 1 | |
| 231.9 | 1 | |
| 230.5 | 1 | |
| 109.2 | 1 | |
| 63.2 | 1 | |
| 53.1 | 1 | |
| 40.3 | 1 |
2011년
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 20 |
|---|---|
| Distinct (%) | 80.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 221.72 |
| Minimum | 0 |
|---|---|
| Maximum | 3304.6 |
| Zeros | 6 |
| Zeros (%) | 24.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 357.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.2 |
| median | 18.8 |
| Q3 | 128.7 |
| 95-th percentile | 683.52 |
| Maximum | 3304.6 |
| Range | 3304.6 |
| Interquartile range (IQR) | 128.5 |
Descriptive statistics
| Standard deviation | 664.8165 |
|---|---|
| Coefficient of variation (CV) | 2.9984508 |
| Kurtosis | 21.365378 |
| Mean | 221.72 |
| Median Absolute Deviation (MAD) | 18.8 |
| Skewness | 4.5145288 |
| Sum | 5543 |
| Variance | 441980.98 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=20)
| Value | Count | Frequency (%) |
| 0.0 | 6 | |
| 206.2 | 1 | 4.0% |
| 1.2 | 1 | 4.0% |
| 0.2 | 1 | 4.0% |
| 11.7 | 1 | 4.0% |
| 2.9 | 1 | 4.0% |
| 63.6 | 1 | 4.0% |
| 24.4 | 1 | 4.0% |
| 3.8 | 1 | 4.0% |
| 3304.6 | 1 | 4.0% |
| Other values (10) | 10 |
| Value | Count | Frequency (%) |
| 0.0 | 6 | |
| 0.2 | 1 | 4.0% |
| 1.2 | 1 | 4.0% |
| 2.9 | 1 | 4.0% |
| 3.8 | 1 | 4.0% |
| 4.3 | 1 | 4.0% |
| 11.7 | 1 | 4.0% |
| 18.8 | 1 | 4.0% |
| 24.4 | 1 | 4.0% |
| 32.1 | 1 | 4.0% |
| Value | Count | Frequency (%) |
| 3304.6 | 1 | |
| 745.1 | 1 | |
| 437.2 | 1 | |
| 236.8 | 1 | |
| 206.2 | 1 | |
| 203.0 | 1 | |
| 128.7 | 1 | |
| 70.6 | 1 | |
| 63.6 | 1 | |
| 47.8 | 1 |
2012년
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 19 |
|---|---|
| Distinct (%) | 76.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 226.024 |
| Minimum | 0 |
|---|---|
| Maximum | 3464.6 |
| Zeros | 6 |
| Zeros (%) | 24.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 357.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.2 |
| median | 12.9 |
| Q3 | 100.3 |
| 95-th percentile | 679.22 |
| Maximum | 3464.6 |
| Range | 3464.6 |
| Interquartile range (IQR) | 100.1 |
Descriptive statistics
| Standard deviation | 696.86523 |
|---|---|
| Coefficient of variation (CV) | 3.0831471 |
| Kurtosis | 21.576605 |
| Mean | 226.024 |
| Median Absolute Deviation (MAD) | 12.9 |
| Skewness | 4.5408101 |
| Sum | 5650.6 |
| Variance | 485621.15 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=19)
| Value | Count | Frequency (%) |
| 0.0 | 6 | |
| 29.6 | 2 | 8.0% |
| 208.9 | 1 | 4.0% |
| 3.5 | 1 | 4.0% |
| 0.2 | 1 | 4.0% |
| 12.9 | 1 | 4.0% |
| 0.7 | 1 | 4.0% |
| 51.6 | 1 | 4.0% |
| 7.8 | 1 | 4.0% |
| 3464.6 | 1 | 4.0% |
| Other values (9) | 9 |
| Value | Count | Frequency (%) |
| 0.0 | 6 | |
| 0.2 | 1 | 4.0% |
| 0.7 | 1 | 4.0% |
| 3.5 | 1 | 4.0% |
| 5.3 | 1 | 4.0% |
| 5.4 | 1 | 4.0% |
| 7.8 | 1 | 4.0% |
| 12.9 | 1 | 4.0% |
| 29.6 | 2 | 8.0% |
| 29.8 | 1 | 4.0% |
| Value | Count | Frequency (%) |
| 3464.6 | 1 | |
| 726.5 | 1 | |
| 490.1 | 1 | |
| 233.7 | 1 | |
| 212.9 | 1 | |
| 208.9 | 1 | |
| 100.3 | 1 | |
| 51.6 | 1 | |
| 37.2 | 1 | |
| 29.8 | 1 |
2013년
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 20 |
|---|---|
| Distinct (%) | 80.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 228.964 |
| Minimum | 0 |
|---|---|
| Maximum | 3491.7 |
| Zeros | 6 |
| Zeros (%) | 24.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 357.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.2 |
| median | 22.6 |
| Q3 | 73.6 |
| 95-th percentile | 702.3 |
| Maximum | 3491.7 |
| Range | 3491.7 |
| Interquartile range (IQR) | 73.4 |
Descriptive statistics
| Standard deviation | 702.84808 |
|---|---|
| Coefficient of variation (CV) | 3.0696881 |
| Kurtosis | 21.467593 |
| Mean | 228.964 |
| Median Absolute Deviation (MAD) | 22.6 |
| Skewness | 4.5278503 |
| Sum | 5724.1 |
| Variance | 493995.42 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=20)
| Value | Count | Frequency (%) |
| 0.0 | 6 | |
| 201.1 | 1 | 4.0% |
| 16.6 | 1 | 4.0% |
| 0.2 | 1 | 4.0% |
| 13.9 | 1 | 4.0% |
| 1.6 | 1 | 4.0% |
| 58.4 | 1 | 4.0% |
| 23.5 | 1 | 4.0% |
| 12.6 | 1 | 4.0% |
| 3491.7 | 1 | 4.0% |
| Other values (10) | 10 |
| Value | Count | Frequency (%) |
| 0.0 | 6 | |
| 0.2 | 1 | 4.0% |
| 1.6 | 1 | 4.0% |
| 6.0 | 1 | 4.0% |
| 12.6 | 1 | 4.0% |
| 13.9 | 1 | 4.0% |
| 16.6 | 1 | 4.0% |
| 22.6 | 1 | 4.0% |
| 23.5 | 1 | 4.0% |
| 28.8 | 1 | 4.0% |
| Value | Count | Frequency (%) |
| 3491.7 | 1 | |
| 752.0 | 1 | |
| 503.5 | 1 | |
| 242.5 | 1 | |
| 205.9 | 1 | |
| 201.1 | 1 | |
| 73.6 | 1 | |
| 58.4 | 1 | |
| 40.6 | 1 | |
| 29.0 | 1 |
2014년
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 20 |
|---|---|
| Distinct (%) | 80.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 218.584 |
| Minimum | 0 |
|---|---|
| Maximum | 3290 |
| Zeros | 6 |
| Zeros (%) | 24.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 357.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.1 |
| median | 15.8 |
| Q3 | 108.1 |
| 95-th percentile | 685.06 |
| Maximum | 3290 |
| Range | 3290 |
| Interquartile range (IQR) | 108 |
Descriptive statistics
| Standard deviation | 663.22032 |
|---|---|
| Coefficient of variation (CV) | 3.0341668 |
| Kurtosis | 21.23455 |
| Mean | 218.584 |
| Median Absolute Deviation (MAD) | 15.8 |
| Skewness | 4.4974854 |
| Sum | 5464.6 |
| Variance | 439861.2 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=20)
| Value | Count | Frequency (%) |
| 0.0 | 6 | |
| 173.0 | 1 | 4.0% |
| 1.9 | 1 | 4.0% |
| 0.1 | 1 | 4.0% |
| 15.8 | 1 | 4.0% |
| 1.3 | 1 | 4.0% |
| 58.3 | 1 | 4.0% |
| 22.4 | 1 | 4.0% |
| 11.8 | 1 | 4.0% |
| 3290.0 | 1 | 4.0% |
| Other values (10) | 10 |
| Value | Count | Frequency (%) |
| 0.0 | 6 | |
| 0.1 | 1 | 4.0% |
| 1.3 | 1 | 4.0% |
| 1.9 | 1 | 4.0% |
| 3.4 | 1 | 4.0% |
| 8.0 | 1 | 4.0% |
| 11.8 | 1 | 4.0% |
| 15.8 | 1 | 4.0% |
| 22.4 | 1 | 4.0% |
| 29.7 | 1 | 4.0% |
| Value | Count | Frequency (%) |
| 3290.0 | 1 | |
| 733.5 | 1 | |
| 491.3 | 1 | |
| 240.9 | 1 | |
| 199.5 | 1 | |
| 173.0 | 1 | |
| 108.1 | 1 | |
| 58.3 | 1 | |
| 44.4 | 1 | |
| 31.2 | 1 |
2015년
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 19 |
|---|---|
| Distinct (%) | 76.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 210.5028 |
| Minimum | 0 |
|---|---|
| Maximum | 3214.1 |
| Zeros | 7 |
| Zeros (%) | 28.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 357.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 17.27 |
| Q3 | 82.5 |
| 95-th percentile | 657.42 |
| Maximum | 3214.1 |
| Range | 3214.1 |
| Interquartile range (IQR) | 82.5 |
Descriptive statistics
| Standard deviation | 647.51901 |
|---|---|
| Coefficient of variation (CV) | 3.0760589 |
| Kurtosis | 21.393673 |
| Mean | 210.5028 |
| Median Absolute Deviation (MAD) | 17.27 |
| Skewness | 4.5192528 |
| Sum | 5262.57 |
| Variance | 419280.86 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=19)
| Value | Count | Frequency (%) |
| 0.0 | 7 | |
| 183.7 | 1 | 4.0% |
| 12.2 | 1 | 4.0% |
| 0.2 | 1 | 4.0% |
| 17.27 | 1 | 4.0% |
| 1.6 | 1 | 4.0% |
| 53.9 | 1 | 4.0% |
| 21.3 | 1 | 4.0% |
| 15.2 | 1 | 4.0% |
| 3214.1 | 1 | 4.0% |
| Other values (9) | 9 |
| Value | Count | Frequency (%) |
| 0.0 | 7 | |
| 0.2 | 1 | 4.0% |
| 0.9 | 1 | 4.0% |
| 1.6 | 1 | 4.0% |
| 12.2 | 1 | 4.0% |
| 15.2 | 1 | 4.0% |
| 17.27 | 1 | 4.0% |
| 21.3 | 1 | 4.0% |
| 31.8 | 1 | 4.0% |
| 32.1 | 1 | 4.0% |
| Value | Count | Frequency (%) |
| 3214.1 | 1 | |
| 704.8 | 1 | |
| 467.9 | 1 | |
| 238.0 | 1 | |
| 183.7 | 1 | |
| 137.3 | 1 | |
| 82.5 | 1 | |
| 53.9 | 1 | |
| 47.8 | 1 | |
| 32.1 | 1 |
2016년
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 18 |
|---|---|
| Distinct (%) | 72.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 248.768 |
| Minimum | 0 |
|---|---|
| Maximum | 3915.3 |
| Zeros | 7 |
| Zeros (%) | 28.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 357.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 18.5 |
| Q3 | 87.9 |
| 95-th percentile | 695.36 |
| Maximum | 3915.3 |
| Range | 3915.3 |
| Interquartile range (IQR) | 87.9 |
Descriptive statistics
| Standard deviation | 786.48397 |
|---|---|
| Coefficient of variation (CV) | 3.1615158 |
| Kurtosis | 21.884873 |
| Mean | 248.768 |
| Median Absolute Deviation (MAD) | 18.5 |
| Skewness | 4.5813203 |
| Sum | 6219.2 |
| Variance | 618557.04 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=18)
| Value | Count | Frequency (%) |
| 0.0 | 7 | |
| 5.5 | 2 | 8.0% |
| 247.0 | 1 | 4.0% |
| 0.2 | 1 | 4.0% |
| 18.5 | 1 | 4.0% |
| 58.2 | 1 | 4.0% |
| 23.4 | 1 | 4.0% |
| 15.9 | 1 | 4.0% |
| 3915.3 | 1 | 4.0% |
| 7.5 | 1 | 4.0% |
| Other values (8) | 8 |
| Value | Count | Frequency (%) |
| 0.0 | 7 | |
| 0.2 | 1 | 4.0% |
| 5.5 | 2 | 8.0% |
| 7.5 | 1 | 4.0% |
| 15.9 | 1 | 4.0% |
| 18.5 | 1 | 4.0% |
| 23.4 | 1 | 4.0% |
| 33.6 | 1 | 4.0% |
| 39.1 | 1 | 4.0% |
| 53.6 | 1 | 4.0% |
| Value | Count | Frequency (%) |
| 3915.3 | 1 | |
| 706.7 | 1 | |
| 650.0 | 1 | |
| 247.0 | 1 | |
| 189.6 | 1 | |
| 161.7 | 1 | |
| 87.9 | 1 | |
| 58.2 | 1 | |
| 53.6 | 1 | |
| 39.1 | 1 |
2017년
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 18 |
|---|---|
| Distinct (%) | 72.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 269.84 |
| Minimum | 0 |
|---|---|
| Maximum | 4236.8 |
| Zeros | 8 |
| Zeros (%) | 32.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 357.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 17.9 |
| Q3 | 67.7 |
| 95-th percentile | 914.74 |
| Maximum | 4236.8 |
| Range | 4236.8 |
| Interquartile range (IQR) | 67.7 |
Descriptive statistics
| Standard deviation | 859.57478 |
|---|---|
| Coefficient of variation (CV) | 3.185498 |
| Kurtosis | 20.900295 |
| Mean | 269.84 |
| Median Absolute Deviation (MAD) | 17.9 |
| Skewness | 4.4594483 |
| Sum | 6746 |
| Variance | 738868.8 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=18)
| Value | Count | Frequency (%) |
| 0.0 | 8 | |
| 117.9 | 1 | 4.0% |
| 17.9 | 1 | 4.0% |
| 0.2 | 1 | 4.0% |
| 20.7 | 1 | 4.0% |
| 6.1 | 1 | 4.0% |
| 67.7 | 1 | 4.0% |
| 30.2 | 1 | 4.0% |
| 14.6 | 1 | 4.0% |
| 4236.8 | 1 | 4.0% |
| Other values (8) | 8 |
| Value | Count | Frequency (%) |
| 0.0 | 8 | |
| 0.2 | 1 | 4.0% |
| 0.3 | 1 | 4.0% |
| 6.1 | 1 | 4.0% |
| 14.6 | 1 | 4.0% |
| 17.9 | 1 | 4.0% |
| 20.7 | 1 | 4.0% |
| 26.3 | 1 | 4.0% |
| 30.2 | 1 | 4.0% |
| 39.8 | 1 | 4.0% |
| Value | Count | Frequency (%) |
| 4236.8 | 1 | |
| 953.5 | 1 | |
| 759.7 | 1 | |
| 271.7 | 1 | |
| 131.6 | 1 | |
| 117.9 | 1 | |
| 67.7 | 1 | |
| 51.0 | 1 | |
| 39.8 | 1 | |
| 30.2 | 1 |
2018년
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 18 |
|---|---|
| Distinct (%) | 72.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 269.836 |
| Minimum | 0 |
|---|---|
| Maximum | 4375.9 |
| Zeros | 8 |
| Zeros (%) | 32.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 357.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 14.5 |
| Q3 | 72 |
| 95-th percentile | 701.34 |
| Maximum | 4375.9 |
| Range | 4375.9 |
| Interquartile range (IQR) | 72 |
Descriptive statistics
| Standard deviation | 878.25197 |
|---|---|
| Coefficient of variation (CV) | 3.254762 |
| Kurtosis | 22.170596 |
| Mean | 269.836 |
| Median Absolute Deviation (MAD) | 14.5 |
| Skewness | 4.6159855 |
| Sum | 6745.9 |
| Variance | 771326.52 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=18)
| Value | Count | Frequency (%) |
| 0.0 | 8 | |
| 486.6 | 1 | 4.0% |
| 10.3 | 1 | 4.0% |
| 0.2 | 1 | 4.0% |
| 22.4 | 1 | 4.0% |
| 3.6 | 1 | 4.0% |
| 72.0 | 1 | 4.0% |
| 24.2 | 1 | 4.0% |
| 14.5 | 1 | 4.0% |
| 4375.9 | 1 | 4.0% |
| Other values (8) | 8 |
| Value | Count | Frequency (%) |
| 0.0 | 8 | |
| 0.2 | 1 | 4.0% |
| 2.2 | 1 | 4.0% |
| 3.6 | 1 | 4.0% |
| 10.3 | 1 | 4.0% |
| 14.5 | 1 | 4.0% |
| 22.4 | 1 | 4.0% |
| 24.2 | 1 | 4.0% |
| 30.0 | 1 | 4.0% |
| 31.8 | 1 | 4.0% |
| Value | Count | Frequency (%) |
| 4375.9 | 1 | |
| 724.2 | 1 | |
| 609.9 | 1 | |
| 486.6 | 1 | |
| 155.5 | 1 | |
| 114.0 | 1 | |
| 72.0 | 1 | |
| 68.6 | 1 | |
| 31.8 | 1 | |
| 30.0 | 1 |
2019년
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 21 |
|---|---|
| Distinct (%) | 84.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 330.224 |
| Minimum | 0 |
|---|---|
| Maximum | 5849.9 |
| Zeros | 5 |
| Zeros (%) | 20.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 357.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.7 |
| median | 22.2 |
| Q3 | 114.4 |
| 95-th percentile | 605.88 |
| Maximum | 5849.9 |
| Range | 5849.9 |
| Interquartile range (IQR) | 113.7 |
Descriptive statistics
| Standard deviation | 1162.993 |
|---|---|
| Coefficient of variation (CV) | 3.5218305 |
| Kurtosis | 23.748598 |
| Mean | 330.224 |
| Median Absolute Deviation (MAD) | 22.2 |
| Skewness | 4.8260536 |
| Sum | 8255.6 |
| Variance | 1352552.6 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=21)
| Value | Count | Frequency (%) |
| 0.0 | 5 | |
| 519.0 | 1 | 4.0% |
| 0.7 | 1 | 4.0% |
| 0.1 | 1 | 4.0% |
| 22.2 | 1 | 4.0% |
| 2.6 | 1 | 4.0% |
| 75.9 | 1 | 4.0% |
| 13.3 | 1 | 4.0% |
| 24.8 | 1 | 4.0% |
| 5849.9 | 1 | 4.0% |
| Other values (11) | 11 |
| Value | Count | Frequency (%) |
| 0.0 | 5 | |
| 0.1 | 1 | 4.0% |
| 0.7 | 1 | 4.0% |
| 2.6 | 1 | 4.0% |
| 9.1 | 1 | 4.0% |
| 10.7 | 1 | 4.0% |
| 13.3 | 1 | 4.0% |
| 13.6 | 1 | 4.0% |
| 22.2 | 1 | 4.0% |
| 24.0 | 1 | 4.0% |
| Value | Count | Frequency (%) |
| 5849.9 | 1 | |
| 627.6 | 1 | |
| 519.0 | 1 | |
| 407.4 | 1 | |
| 291.9 | 1 | |
| 164.3 | 1 | |
| 114.4 | 1 | |
| 75.9 | 1 | |
| 48.3 | 1 | |
| 35.8 | 1 |
2020년
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 20 |
|---|---|
| Distinct (%) | 80.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 279.208 |
| Minimum | 0 |
|---|---|
| Maximum | 4443.4 |
| Zeros | 5 |
| Zeros (%) | 20.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 357.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.2 |
| median | 20.3 |
| Q3 | 135 |
| 95-th percentile | 629.14 |
| Maximum | 4443.4 |
| Range | 4443.4 |
| Interquartile range (IQR) | 134.8 |
Descriptive statistics
| Standard deviation | 886.80504 |
|---|---|
| Coefficient of variation (CV) | 3.1761448 |
| Kurtosis | 22.618221 |
| Mean | 279.208 |
| Median Absolute Deviation (MAD) | 20.3 |
| Skewness | 4.6724329 |
| Sum | 6980.2 |
| Variance | 786423.18 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=20)
| Value | Count | Frequency (%) |
| 0.0 | 5 | |
| 0.2 | 2 | 8.0% |
| 278.7 | 1 | 4.0% |
| 16.6 | 1 | 4.0% |
| 2.3 | 1 | 4.0% |
| 81.3 | 1 | 4.0% |
| 22.0 | 1 | 4.0% |
| 12.1 | 1 | 4.0% |
| 4443.4 | 1 | 4.0% |
| 20.3 | 1 | 4.0% |
| Other values (10) | 10 |
| Value | Count | Frequency (%) |
| 0.0 | 5 | |
| 0.2 | 2 | 8.0% |
| 2.3 | 1 | 4.0% |
| 3.2 | 1 | 4.0% |
| 6.1 | 1 | 4.0% |
| 12.1 | 1 | 4.0% |
| 16.6 | 1 | 4.0% |
| 20.3 | 1 | 4.0% |
| 22.0 | 1 | 4.0% |
| 38.1 | 1 | 4.0% |
| Value | Count | Frequency (%) |
| 4443.4 | 1 | |
| 647.5 | 1 | |
| 555.7 | 1 | |
| 466.9 | 1 | |
| 278.7 | 1 | |
| 151.1 | 1 | |
| 135.0 | 1 | |
| 81.3 | 1 | |
| 57.3 | 1 | |
| 42.2 | 1 |
2021년
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 21 |
|---|---|
| Distinct (%) | 84.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 308.268 |
| Minimum | 0 |
|---|---|
| Maximum | 4895 |
| Zeros | 5 |
| Zeros (%) | 20.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 357.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.7 |
| median | 16.2 |
| Q3 | 137 |
| 95-th percentile | 769.76 |
| Maximum | 4895 |
| Range | 4895 |
| Interquartile range (IQR) | 136.3 |
Descriptive statistics
| Standard deviation | 978.54489 |
|---|---|
| Coefficient of variation (CV) | 3.1743317 |
| Kurtosis | 22.433986 |
| Mean | 308.268 |
| Median Absolute Deviation (MAD) | 16.2 |
| Skewness | 4.6497432 |
| Sum | 7706.7 |
| Variance | 957550.11 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=21)
| Value | Count | Frequency (%) |
| 0.0 | 5 | |
| 465.2 | 1 | 4.0% |
| 0.7 | 1 | 4.0% |
| 0.1 | 1 | 4.0% |
| 16.2 | 1 | 4.0% |
| 2.7 | 1 | 4.0% |
| 96.3 | 1 | 4.0% |
| 21.5 | 1 | 4.0% |
| 12.7 | 1 | 4.0% |
| 4895.0 | 1 | 4.0% |
| Other values (11) | 11 |
| Value | Count | Frequency (%) |
| 0.0 | 5 | |
| 0.1 | 1 | 4.0% |
| 0.7 | 1 | 4.0% |
| 2.7 | 1 | 4.0% |
| 4.0 | 1 | 4.0% |
| 7.7 | 1 | 4.0% |
| 11.4 | 1 | 4.0% |
| 12.7 | 1 | 4.0% |
| 16.2 | 1 | 4.0% |
| 21.5 | 1 | 4.0% |
| Value | Count | Frequency (%) |
| 4895.0 | 1 | |
| 807.3 | 1 | |
| 619.6 | 1 | |
| 465.2 | 1 | |
| 281.0 | 1 | |
| 162.8 | 1 | |
| 137.0 | 1 | |
| 96.3 | 1 | |
| 60.3 | 1 | |
| 59.0 | 1 |
데이터기준일자
Date
CONSTANT
| Distinct | 1 |
|---|---|
| Distinct (%) | 4.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 332.0 B |
| Minimum | 2021-12-31 00:00:00 |
|---|---|
| Maximum | 2021-12-31 00:00:00 |
Histogram with fixed size bins (bins=1)
| 대분류 | 중분류 | 소분류 | 2008년 | 2009년 | 2010년 | 2011년 | 2012년 | 2013년 | 2014년 | 2015년 | 2016년 | 2017년 | 2018년 | 2019년 | 2020년 | 2021년 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 대분류 | 1.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.078 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| 중분류 | 1.000 | 1.000 | 0.000 | 0.173 | 0.554 | 0.552 | 0.173 | 0.173 | 0.173 | 0.173 | 0.173 | 0.000 | 0.173 | 0.669 | 0.450 | 0.669 | 0.000 |
| 소분류 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.322 | 0.000 | 0.000 | 0.000 | 0.000 | 0.322 |
| 2008년 | 0.000 | 0.173 | 0.000 | 1.000 | 0.989 | 0.986 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.823 | 1.000 | 0.823 | 1.000 |
| 2009년 | 0.000 | 0.554 | 0.000 | 0.989 | 1.000 | 0.998 | 0.989 | 0.989 | 0.989 | 0.989 | 0.989 | 0.823 | 0.989 | 0.853 | 1.000 | 0.853 | 0.823 |
| 2010년 | 0.078 | 0.552 | 0.000 | 0.986 | 0.998 | 1.000 | 0.986 | 0.986 | 0.986 | 0.986 | 0.986 | 0.811 | 0.986 | 0.819 | 1.000 | 0.819 | 0.811 |
| 2011년 | 0.000 | 0.173 | 0.000 | 1.000 | 0.989 | 0.986 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.823 | 1.000 | 0.823 | 1.000 |
| 2012년 | 0.000 | 0.173 | 0.000 | 1.000 | 0.989 | 0.986 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.823 | 1.000 | 0.823 | 1.000 |
| 2013년 | 0.000 | 0.173 | 0.000 | 1.000 | 0.989 | 0.986 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.823 | 1.000 | 0.823 | 1.000 |
| 2014년 | 0.000 | 0.173 | 0.000 | 1.000 | 0.989 | 0.986 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.823 | 1.000 | 0.823 | 1.000 |
| 2015년 | 0.000 | 0.173 | 0.000 | 1.000 | 0.989 | 0.986 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.823 | 1.000 | 0.823 | 1.000 |
| 2016년 | 0.000 | 0.000 | 0.322 | 1.000 | 0.823 | 0.811 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.993 | 0.984 | 0.993 | 1.000 |
| 2017년 | 0.000 | 0.173 | 0.000 | 1.000 | 0.989 | 0.986 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.823 | 1.000 | 0.823 | 1.000 |
| 2018년 | 0.000 | 0.669 | 0.000 | 0.823 | 0.853 | 0.819 | 0.823 | 0.823 | 0.823 | 0.823 | 0.823 | 0.993 | 0.823 | 1.000 | 0.970 | 1.000 | 0.993 |
| 2019년 | 0.000 | 0.450 | 0.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.984 | 1.000 | 0.970 | 1.000 | 0.970 | 0.984 |
| 2020년 | 0.000 | 0.669 | 0.000 | 0.823 | 0.853 | 0.819 | 0.823 | 0.823 | 0.823 | 0.823 | 0.823 | 0.993 | 0.823 | 1.000 | 0.970 | 1.000 | 0.993 |
| 2021년 | 0.000 | 0.000 | 0.322 | 1.000 | 0.823 | 0.811 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.993 | 0.984 | 0.993 | 1.000 |
| 소분류 | 대분류 | 중분류 | |
|---|---|---|---|
| 소분류 | 1.000 | 0.000 | 0.000 |
| 대분류 | 0.000 | 1.000 | 0.975 |
| 중분류 | 0.000 | 0.975 | 1.000 |
| 2008년 | 2009년 | 2010년 | 2011년 | 2012년 | 2013년 | 2014년 | 2015년 | 2016년 | 2017년 | 2018년 | 2019년 | 2020년 | 2021년 | 대분류 | 중분류 | 소분류 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2008년 | 1.000 | 0.951 | 0.942 | 0.931 | 0.955 | 0.977 | 0.951 | 0.934 | 0.935 | 0.814 | 0.816 | 0.737 | 0.770 | 0.773 | 0.000 | 0.045 | 0.000 |
| 2009년 | 0.951 | 1.000 | 0.994 | 0.990 | 0.953 | 0.954 | 0.955 | 0.896 | 0.899 | 0.777 | 0.779 | 0.684 | 0.720 | 0.727 | 0.000 | 0.360 | 0.000 |
| 2010년 | 0.942 | 0.994 | 1.000 | 0.996 | 0.965 | 0.956 | 0.967 | 0.913 | 0.915 | 0.795 | 0.797 | 0.702 | 0.738 | 0.748 | 0.000 | 0.358 | 0.000 |
| 2011년 | 0.931 | 0.990 | 0.996 | 1.000 | 0.965 | 0.953 | 0.967 | 0.912 | 0.913 | 0.812 | 0.811 | 0.706 | 0.741 | 0.750 | 0.000 | 0.045 | 0.000 |
| 2012년 | 0.955 | 0.953 | 0.965 | 0.965 | 1.000 | 0.991 | 0.999 | 0.982 | 0.979 | 0.851 | 0.852 | 0.767 | 0.806 | 0.817 | 0.000 | 0.045 | 0.000 |
| 2013년 | 0.977 | 0.954 | 0.956 | 0.953 | 0.991 | 1.000 | 0.991 | 0.979 | 0.977 | 0.851 | 0.849 | 0.762 | 0.801 | 0.807 | 0.000 | 0.045 | 0.000 |
| 2014년 | 0.951 | 0.955 | 0.967 | 0.967 | 0.999 | 0.991 | 1.000 | 0.982 | 0.981 | 0.853 | 0.854 | 0.762 | 0.798 | 0.810 | 0.000 | 0.045 | 0.000 |
| 2015년 | 0.934 | 0.896 | 0.913 | 0.912 | 0.982 | 0.979 | 0.982 | 1.000 | 0.997 | 0.867 | 0.871 | 0.792 | 0.830 | 0.841 | 0.000 | 0.045 | 0.000 |
| 2016년 | 0.935 | 0.899 | 0.915 | 0.913 | 0.979 | 0.977 | 0.981 | 0.997 | 1.000 | 0.880 | 0.886 | 0.795 | 0.828 | 0.839 | 0.000 | 0.000 | 0.091 |
| 2017년 | 0.814 | 0.777 | 0.795 | 0.812 | 0.851 | 0.851 | 0.853 | 0.867 | 0.880 | 1.000 | 0.995 | 0.793 | 0.787 | 0.769 | 0.000 | 0.045 | 0.000 |
| 2018년 | 0.816 | 0.779 | 0.797 | 0.811 | 0.852 | 0.849 | 0.854 | 0.871 | 0.886 | 0.995 | 1.000 | 0.798 | 0.791 | 0.774 | 0.000 | 0.319 | 0.000 |
| 2019년 | 0.737 | 0.684 | 0.702 | 0.706 | 0.767 | 0.762 | 0.762 | 0.792 | 0.795 | 0.793 | 0.798 | 1.000 | 0.980 | 0.972 | 0.000 | 0.170 | 0.000 |
| 2020년 | 0.770 | 0.720 | 0.738 | 0.741 | 0.806 | 0.801 | 0.798 | 0.830 | 0.828 | 0.787 | 0.791 | 0.980 | 1.000 | 0.995 | 0.000 | 0.319 | 0.000 |
| 2021년 | 0.773 | 0.727 | 0.748 | 0.750 | 0.817 | 0.807 | 0.810 | 0.841 | 0.839 | 0.769 | 0.774 | 0.972 | 0.995 | 1.000 | 0.000 | 0.000 | 0.091 |
| 대분류 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.975 | 0.000 |
| 중분류 | 0.045 | 0.360 | 0.358 | 0.045 | 0.045 | 0.045 | 0.045 | 0.045 | 0.000 | 0.045 | 0.319 | 0.170 | 0.319 | 0.000 | 0.975 | 1.000 | 0.000 |
| 소분류 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.091 | 0.000 | 0.000 | 0.000 | 0.000 | 0.091 | 0.000 | 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.
| 대분류 | 중분류 | 소분류 | 2008년 | 2009년 | 2010년 | 2011년 | 2012년 | 2013년 | 2014년 | 2015년 | 2016년 | 2017년 | 2018년 | 2019년 | 2020년 | 2021년 | 데이터기준일자 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 생활폐기물 | 가정생활폐기물 | 매립 | 272.7 | 255.0 | 235.2 | 206.2 | 208.9 | 201.1 | 173.0 | 183.7 | 247.0 | 117.9 | 486.6 | 519.0 | 466.9 | 465.2 | 2021-12-31 |
| 1 | 생활폐기물 | 가정생활폐기물 | 소각 | 246.1 | 247.2 | 231.9 | 203.0 | 233.7 | 242.5 | 240.9 | 238.0 | 189.6 | 0.0 | 0.0 | 13.6 | 38.1 | 60.3 | 2021-12-31 |
| 2 | 생활폐기물 | 가정생활폐기물 | 재활용 | 804.7 | 800.8 | 771.3 | 745.1 | 726.5 | 752.0 | 733.5 | 704.8 | 650.0 | 953.5 | 609.9 | 627.6 | 647.5 | 807.3 | 2021-12-31 |
| 3 | 생활폐기물 | 사업장생활계폐기물 | 매립 | 21.8 | 35.0 | 31.4 | 32.1 | 29.6 | 28.8 | 31.2 | 31.8 | 39.1 | 39.8 | 31.8 | 9.1 | 3.2 | 4.0 | 2021-12-31 |
| 4 | 생활폐기물 | 사업장생활계폐기물 | 소각 | 40.2 | 20.8 | 17.9 | 18.8 | 29.8 | 29.0 | 29.7 | 32.1 | 33.6 | 26.3 | 30.0 | 24.0 | 42.2 | 46.2 | 2021-12-31 |
| 5 | 생활폐기물 | 사업장생활계폐기물 | 재활용 | 95.3 | 71.2 | 109.2 | 128.7 | 100.3 | 73.6 | 108.1 | 82.5 | 87.9 | 131.6 | 114.0 | 164.3 | 151.1 | 162.8 | 2021-12-31 |
| 6 | 생활폐기물 | 사업장생활계폐기물 | 기타 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 10.7 | 6.1 | 7.7 | 2021-12-31 |
| 7 | 사업장배출시설계폐기물 | 사업장배출시설계폐기물 | 매립 | 162.7 | 161.3 | 230.5 | 236.8 | 212.9 | 205.9 | 199.5 | 137.3 | 161.7 | 271.7 | 155.5 | 114.4 | 135.0 | 137.0 | 2021-12-31 |
| 8 | 사업장배출시설계폐기물 | 사업장배출시설계폐기물 | 소각 | 57.4 | 48.5 | 53.1 | 47.8 | 37.2 | 40.6 | 44.4 | 47.8 | 53.6 | 51.0 | 68.6 | 48.3 | 57.3 | 59.0 | 2021-12-31 |
| 9 | 사업장배출시설계폐기물 | 사업장배출시설계폐기물 | 재활용 | 414.6 | 370.0 | 422.1 | 437.2 | 490.1 | 503.5 | 491.3 | 467.9 | 706.7 | 759.7 | 724.2 | 407.4 | 555.7 | 619.6 | 2021-12-31 |
| 대분류 | 중분류 | 소분류 | 2008년 | 2009년 | 2010년 | 2011년 | 2012년 | 2013년 | 2014년 | 2015년 | 2016년 | 2017년 | 2018년 | 2019년 | 2020년 | 2021년 | 데이터기준일자 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 15 | 건설폐기물 | 건설폐기물 | 해역배출 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 2021-12-31 |
| 16 | 건설폐기물 | 건설폐기물 | 기타 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 2021-12-31 |
| 17 | 지정폐기물 | 지정폐기물 | 매립 | 3.3 | 7.4 | 5.8 | 3.8 | 7.8 | 12.6 | 11.8 | 15.2 | 15.9 | 14.6 | 14.5 | 24.8 | 12.1 | 12.7 | 2021-12-31 |
| 18 | 지정폐기물 | 지정폐기물 | 소각 | 21.9 | 20.5 | 24.0 | 24.4 | 29.6 | 23.5 | 22.4 | 21.3 | 23.4 | 30.2 | 24.2 | 13.3 | 22.0 | 21.5 | 2021-12-31 |
| 19 | 지정폐기물 | 지정폐기물 | 재활용 | 37.4 | 54.4 | 40.3 | 63.6 | 51.6 | 58.4 | 58.3 | 53.9 | 58.2 | 67.7 | 72.0 | 75.9 | 81.3 | 96.3 | 2021-12-31 |
| 20 | 지정폐기물 | 지정폐기물 | 기타 | 1.6 | 2.3 | 0.7 | 2.9 | 0.7 | 1.6 | 1.3 | 1.6 | 5.5 | 6.1 | 3.6 | 2.6 | 2.3 | 2.7 | 2021-12-31 |
| 21 | 의료폐기물 | 의료폐기물 | 소각 | 7.8 | 9.5 | 10.2 | 11.7 | 12.9 | 13.9 | 15.8 | 17.27 | 18.5 | 20.7 | 22.4 | 22.2 | 16.6 | 16.2 | 2021-12-31 |
| 22 | 의료폐기물 | 의료폐기물 | 멸균분쇄 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 2021-12-31 |
| 23 | 의료폐기물 | 의료폐기물 | 재활용 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 2021-12-31 |
| 24 | 의료폐기물 | 의료폐기물 | 기타 | 0.1 | 0.1 | 0.2 | 0.2 | 0.2 | 0.2 | 0.1 | 0.2 | 0.2 | 0.2 | 0.2 | 0.1 | 0.2 | 0.1 | 2021-12-31 |