Dataset statistics
Number of variables | 4 |
---|---|
Number of observations | 58 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 2.1 KiB |
Average record size in memory | 37.2 B |
Variable types
DateTime | 1 |
---|---|
Numeric | 3 |
Dataset
Description | 서대문구 2019년 ~ 2023년 10월 5년간 구역별(1~3구역) 쓰레기(폐기물) 배출량에 대한 정보를 제공합니다. |
---|---|
Author | 서울특별시 서대문구 |
URL | https://www.data.go.kr/data/15107076/fileData.do |
Reproduction
Analysis started | 2024-03-14 23:58:44.908096 |
---|---|
Analysis finished | 2024-03-14 23:58:47.464205 |
Duration | 2.56 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
구분
Date
UNIQUE
 
Distinct | 58 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 592.0 B |
Minimum | 2019-01-01 00:00:00 |
---|---|
Maximum | 2023-10-01 00:00:00 |
1구역
Real number (ℝ)
UNIQUE
 
Distinct | 58 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 2004.6188 |
Minimum | 1670.32 |
---|---|
Maximum | 2336.75 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 650.0 B |
Quantile statistics
Minimum | 1670.32 |
---|---|
5-th percentile | 1754.0135 |
Q1 | 1918.245 |
median | 1972.89 |
Q3 | 2121.0025 |
95-th percentile | 2293.029 |
Maximum | 2336.75 |
Range | 666.43 |
Interquartile range (IQR) | 202.7575 |
Descriptive statistics
Standard deviation | 158.17569 |
---|---|
Coefficient of variation (CV) | 0.078905619 |
Kurtosis | -0.31737914 |
Mean | 2004.6188 |
Median Absolute Deviation (MAD) | 93.455 |
Skewness | 0.29385605 |
Sum | 116267.89 |
Variance | 25019.548 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
2151.6 | 1 | 1.7% |
1918.05 | 1 | 1.7% |
1882.1 | 1 | 1.7% |
1920.49 | 1 | 1.7% |
2075.91 | 1 | 1.7% |
1976.73 | 1 | 1.7% |
1842.63 | 1 | 1.7% |
1670.32 | 1 | 1.7% |
1946.72 | 1 | 1.7% |
1864.96 | 1 | 1.7% |
Other values (48) | 48 |
Value | Count | Frequency (%) |
1670.32 | 1 | |
1709.85 | 1 | |
1721.11 | 1 | |
1759.82 | 1 | |
1810.52 | 1 | |
1826.97 | 1 | |
1827.11 | 1 | |
1842.63 | 1 | |
1847.71 | 1 | |
1864.96 | 1 |
Value | Count | Frequency (%) |
2336.75 | 1 | |
2320.92 | 1 | |
2303.45 | 1 | |
2291.19 | 1 | |
2272.05 | 1 | |
2264.5 | 1 | |
2215.99 | 1 | |
2211.7 | 1 | |
2194.65 | 1 | |
2183.64 | 1 |
2구역
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 58 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 1784.5412 |
Minimum | 1501.17 |
---|---|
Maximum | 2043.42 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 650.0 B |
Quantile statistics
Minimum | 1501.17 |
---|---|
5-th percentile | 1602.178 |
Q1 | 1706.925 |
median | 1770.41 |
Q3 | 1871.6 |
95-th percentile | 1973.64 |
Maximum | 2043.42 |
Range | 542.25 |
Interquartile range (IQR) | 164.675 |
Descriptive statistics
Standard deviation | 119.44788 |
---|---|
Coefficient of variation (CV) | 0.066934785 |
Kurtosis | -0.27385329 |
Mean | 1784.5412 |
Median Absolute Deviation (MAD) | 84.46 |
Skewness | -0.089380867 |
Sum | 103503.39 |
Variance | 14267.796 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
1609.75 | 1 | 1.7% |
1737.05 | 1 | 1.7% |
1832.22 | 1 | 1.7% |
1768.59 | 1 | 1.7% |
1865.41 | 1 | 1.7% |
1763.46 | 1 | 1.7% |
1692.3 | 1 | 1.7% |
1551.26 | 1 | 1.7% |
1761.15 | 1 | 1.7% |
1657.9 | 1 | 1.7% |
Other values (48) | 48 |
Value | Count | Frequency (%) |
1501.17 | 1 | |
1551.26 | 1 | |
1559.27 | 1 | |
1609.75 | 1 | |
1612.2 | 1 | |
1620.93 | 1 | |
1629.48 | 1 | |
1645.61 | 1 | |
1655.33 | 1 | |
1657.9 | 1 |
Value | Count | Frequency (%) |
2043.42 | 1 | |
2030.02 | 1 | |
1976.87 | 1 | |
1973.07 | 1 | |
1952.59 | 1 | |
1949.82 | 1 | |
1913.78 | 1 | |
1907.91 | 1 | |
1901.59 | 1 | |
1892.58 | 1 |
3구역
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 58 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 2321.4867 |
Minimum | 1967.54 |
---|---|
Maximum | 2618.37 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 650.0 B |
Quantile statistics
Minimum | 1967.54 |
---|---|
5-th percentile | 2082.702 |
Q1 | 2214.9725 |
median | 2333.935 |
Q3 | 2442.465 |
95-th percentile | 2532.4865 |
Maximum | 2618.37 |
Range | 650.83 |
Interquartile range (IQR) | 227.4925 |
Descriptive statistics
Standard deviation | 149.15834 |
---|---|
Coefficient of variation (CV) | 0.064251215 |
Kurtosis | -0.45030556 |
Mean | 2321.4867 |
Median Absolute Deviation (MAD) | 115.085 |
Skewness | -0.26126874 |
Sum | 134646.23 |
Variance | 22248.211 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
2132.26 | 1 | 1.7% |
2339.42 | 1 | 1.7% |
2452.74 | 1 | 1.7% |
2361.52 | 1 | 1.7% |
2497.55 | 1 | 1.7% |
2352.53 | 1 | 1.7% |
2218.61 | 1 | 1.7% |
2008.84 | 1 | 1.7% |
2328.13 | 1 | 1.7% |
2152.11 | 1 | 1.7% |
Other values (48) | 48 |
Value | Count | Frequency (%) |
1967.54 | 1 | |
2008.84 | 1 | |
2040.1 | 1 | |
2090.22 | 1 | |
2123.52 | 1 | |
2125.23 | 1 | |
2125.35 | 1 | |
2132.26 | 1 | |
2152.11 | 1 | |
2153.72 | 1 |
Value | Count | Frequency (%) |
2618.37 | 1 | |
2580.36 | 1 | |
2554.17 | 1 | |
2528.66 | 1 | |
2518.85 | 1 | |
2516.15 | 1 | |
2503.52 | 1 | |
2497.55 | 1 | |
2486.13 | 1 | |
2484.94 | 1 |
구분 | 1구역 | 2구역 | 3구역 | |
---|---|---|---|---|
구분 | 1.000 | 1.000 | 1.000 | 1.000 |
1구역 | 1.000 | 1.000 | 0.620 | 0.561 |
2구역 | 1.000 | 0.620 | 1.000 | 0.967 |
3구역 | 1.000 | 0.561 | 0.967 | 1.000 |
1구역 | 2구역 | 3구역 | |
---|---|---|---|
1구역 | 1.000 | 0.444 | 0.371 |
2구역 | 0.444 | 1.000 | 0.929 |
3구역 | 0.371 | 0.929 | 1.000 |
구분 | 1구역 | 2구역 | 3구역 | |
---|---|---|---|---|
0 | 2019-01 | 2151.6 | 1609.75 | 2132.26 |
1 | 2019-02 | 1913.73 | 1501.17 | 1967.54 |
2 | 2019-03 | 2211.7 | 1655.33 | 2153.72 |
3 | 2019-04 | 2132.65 | 1629.48 | 2123.52 |
4 | 2019-05 | 2320.92 | 1824.3 | 2342.63 |
5 | 2019-06 | 2177.52 | 1705.08 | 2168.79 |
6 | 2019-07 | 2336.75 | 1872.14 | 2368.16 |
7 | 2019-08 | 2272.05 | 1837.02 | 2387.78 |
8 | 2019-09 | 2215.99 | 1730.83 | 2256.63 |
9 | 2019-10 | 2264.5 | 1728.17 | 2291.19 |
구분 | 1구역 | 2구역 | 3구역 | |
---|---|---|---|---|
48 | 2023-01 | 1827.11 | 1764.98 | 2312.97 |
49 | 2023-02 | 1709.85 | 1559.27 | 2040.1 |
50 | 2023-03 | 1945.18 | 1712.46 | 2288.46 |
51 | 2023-04 | 1810.52 | 1620.93 | 2090.22 |
52 | 2023-05 | 2023.14 | 1821.63 | 2419.51 |
53 | 2023-06 | 1953.74 | 1780.23 | 2367.94 |
54 | 2023-07 | 2025.31 | 1880.0 | 2484.94 |
55 | 2023-08 | 1956.75 | 1852.31 | 2391.73 |
56 | 2023-09 | 1826.97 | 1612.2 | 2125.23 |
57 | 2023-10 | 2035.84 | 1874.84 | 2486.13 |