Dataset statistics
| Number of variables | 3 |
|---|---|
| Number of observations | 28 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 860.0 B |
| Average record size in memory | 30.7 B |
Variable types
| Numeric | 2 |
|---|---|
| DateTime | 1 |
Dataset
| Description | 서울특별시 중랑구의 가정폐기물 현황에대한 데이터입니다. 연번,날짜, 발생량(톤)에대한 데이터를 제공합니다. 참고해주십시오. 감사합니다. |
|---|---|
| Author | 서울특별시 중랑구 |
| URL | https://www.data.go.kr/data/15089466/fileData.do |
Reproduction
| Analysis started | 2023-12-12 15:19:13.660395 |
|---|---|
| Analysis finished | 2023-12-12 15:19:14.592079 |
| Duration | 0.93 seconds |
| Software version | ydata-profiling vv4.5.1 |
| Download configuration | config.json |
연번
Real number (ℝ)
UNIQUE
| Distinct | 28 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 14.5 |
| Minimum | 1 |
|---|---|
| Maximum | 28 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 384.0 B |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2.35 |
| Q1 | 7.75 |
| median | 14.5 |
| Q3 | 21.25 |
| 95-th percentile | 26.65 |
| Maximum | 28 |
| Range | 27 |
| Interquartile range (IQR) | 13.5 |
Descriptive statistics
| Standard deviation | 8.2259751 |
|---|---|
| Coefficient of variation (CV) | 0.56730863 |
| Kurtosis | -1.2 |
| Mean | 14.5 |
| Median Absolute Deviation (MAD) | 7 |
| Skewness | 0 |
| Sum | 406 |
| Variance | 67.666667 |
| Monotonicity | Strictly increasing |
Histogram with fixed size bins (bins=28)
| Value | Count | Frequency (%) |
| 1 | 1 | 3.6% |
| 16 | 1 | 3.6% |
| 28 | 1 | 3.6% |
| 27 | 1 | 3.6% |
| 26 | 1 | 3.6% |
| 25 | 1 | 3.6% |
| 24 | 1 | 3.6% |
| 23 | 1 | 3.6% |
| 22 | 1 | 3.6% |
| 21 | 1 | 3.6% |
| Other values (18) | 18 |
| Value | Count | Frequency (%) |
| 1 | 1 | |
| 2 | 1 | |
| 3 | 1 | |
| 4 | 1 | |
| 5 | 1 | |
| 6 | 1 | |
| 7 | 1 | |
| 8 | 1 | |
| 9 | 1 | |
| 10 | 1 |
| Value | Count | Frequency (%) |
| 28 | 1 | |
| 27 | 1 | |
| 26 | 1 | |
| 25 | 1 | |
| 24 | 1 | |
| 23 | 1 | |
| 22 | 1 | |
| 21 | 1 | |
| 20 | 1 | |
| 19 | 1 |
날짜
Date
UNIQUE
| Distinct | 28 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 356.0 B |
| Minimum | 2020-10-01 00:00:00 |
|---|---|
| Maximum | 2023-01-01 00:00:00 |
Histogram with fixed size bins (bins=28)
발생량(톤)
Real number (ℝ)
UNIQUE
| Distinct | 28 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2339.075 |
| Minimum | 2019.59 |
|---|---|
| Maximum | 2650.83 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 384.0 B |
Quantile statistics
| Minimum | 2019.59 |
|---|---|
| 5-th percentile | 2079.332 |
| Q1 | 2235.92 |
| median | 2353.71 |
| Q3 | 2432.0825 |
| 95-th percentile | 2584.8575 |
| Maximum | 2650.83 |
| Range | 631.24 |
| Interquartile range (IQR) | 196.1625 |
Descriptive statistics
| Standard deviation | 156.56304 |
|---|---|
| Coefficient of variation (CV) | 0.066933741 |
| Kurtosis | -0.31071446 |
| Mean | 2339.075 |
| Median Absolute Deviation (MAD) | 98.92 |
| Skewness | -0.086445713 |
| Sum | 65494.1 |
| Variance | 24511.986 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=28)
| Value | Count | Frequency (%) |
| 2425.86 | 1 | 3.6% |
| 2219.14 | 1 | 3.6% |
| 2240.61 | 1 | 3.6% |
| 2288.68 | 1 | 3.6% |
| 2529.41 | 1 | 3.6% |
| 2221.85 | 1 | 3.6% |
| 2276.86 | 1 | 3.6% |
| 2422.21 | 1 | 3.6% |
| 2454.4 | 1 | 3.6% |
| 2389.58 | 1 | 3.6% |
| Other values (18) | 18 |
| Value | Count | Frequency (%) |
| 2019.59 | 1 | |
| 2063.61 | 1 | |
| 2108.53 | 1 | |
| 2153.86 | 1 | |
| 2192.84 | 1 | |
| 2219.14 | 1 | |
| 2221.85 | 1 | |
| 2240.61 | 1 | |
| 2256.56 | 1 | |
| 2273.17 | 1 |
| Value | Count | Frequency (%) |
| 2650.83 | 1 | |
| 2605.14 | 1 | |
| 2547.19 | 1 | |
| 2529.41 | 1 | |
| 2469.62 | 1 | |
| 2454.4 | 1 | |
| 2450.75 | 1 | |
| 2425.86 | 1 | |
| 2422.21 | 1 | |
| 2419.59 | 1 |
| 연번 | 날짜 | 발생량(톤) | |
|---|---|---|---|
| 연번 | 1.000 | 1.000 | 0.000 |
| 날짜 | 1.000 | 1.000 | 1.000 |
| 발생량(톤) | 0.000 | 1.000 | 1.000 |
| 연번 | 발생량(톤) | |
|---|---|---|
| 연번 | 1.000 | -0.079 |
| 발생량(톤) | -0.079 | 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.
| 연번 | 날짜 | 발생량(톤) | |
|---|---|---|---|
| 0 | 1 | 2020-10-01 | 2425.86 |
| 1 | 2 | 2020-11-01 | 2547.19 |
| 2 | 3 | 2020-12-01 | 2409.33 |
| 3 | 4 | 2021-01-01 | 2108.53 |
| 4 | 5 | 2021-02-01 | 2063.61 |
| 5 | 6 | 2021-03-01 | 2273.17 |
| 6 | 7 | 2021-04-01 | 2153.86 |
| 7 | 8 | 2021-05-01 | 2336.8 |
| 8 | 9 | 2021-06-01 | 2469.62 |
| 9 | 10 | 2021-07-01 | 2650.83 |
| 연번 | 날짜 | 발생량(톤) | |
|---|---|---|---|
| 18 | 19 | 2022-04-01 | 2192.84 |
| 19 | 20 | 2022-05-01 | 2360.67 |
| 20 | 21 | 2022-06-01 | 2389.58 |
| 21 | 22 | 2022-07-01 | 2454.4 |
| 22 | 23 | 2022-08-01 | 2422.21 |
| 23 | 24 | 2022-09-01 | 2276.86 |
| 24 | 25 | 2022-10-01 | 2221.85 |
| 25 | 26 | 2022-11-01 | 2529.41 |
| 26 | 27 | 2022-12-01 | 2288.68 |
| 27 | 28 | 2023-01-01 | 2240.61 |