Dataset statistics
Number of variables | 8 |
---|---|
Number of observations | 30 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 2.2 KiB |
Average record size in memory | 76.4 B |
Variable types
Categorical | 2 |
---|---|
Numeric | 6 |
Dataset
Description | 샘플 데이터 |
---|---|
Author | 환경부산하기관 |
URL | https://www.bigdata-environment.kr/user/data_market/detail.do?id=e881c540-38bb-11ea-be28-4fa0eb812a46 |
배출년도 has constant value "" | Constant |
배출월 has constant value "" | Constant |
배출요일 is highly overall correlated with 배출량(g) and 3 other fields | High correlation |
배출량(g) is highly overall correlated with 배출요일 and 3 other fields | High correlation |
배출량비율(%) is highly overall correlated with 배출요일 and 3 other fields | High correlation |
배출횟수 is highly overall correlated with 배출요일 and 3 other fields | High correlation |
배출횟수비율(%) is highly overall correlated with 배출요일 and 3 other fields | High correlation |
배출일 has unique values | Unique |
배출량(g) has unique values | Unique |
배출횟수 has unique values | Unique |
Reproduction
Analysis started | 2023-12-10 12:27:24.053718 |
---|---|
Analysis finished | 2023-12-10 12:27:32.588572 |
Duration | 8.53 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
배출년도
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 3.3% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 372.0 B |
2021 |
---|
Length
Max length | 4 |
---|---|
Median length | 4 |
Mean length | 4 |
Min length | 4 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 2021 |
---|---|
2nd row | 2021 |
3rd row | 2021 |
4th row | 2021 |
5th row | 2021 |
Common Values
Value | Count | Frequency (%) |
2021 | 30 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
2021 | 30 |
배출월
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 3.3% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 372.0 B |
6 |
---|
Length
Max length | 1 |
---|---|
Median length | 1 |
Mean length | 1 |
Min length | 1 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 6 |
---|---|
2nd row | 6 |
3rd row | 6 |
4th row | 6 |
5th row | 6 |
Common Values
Value | Count | Frequency (%) |
6 | 30 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
6 | 30 |
배출일
Real number (ℝ)
UNIQUE
 
Distinct | 30 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 15.5 |
Minimum | 1 |
---|---|
Maximum | 30 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 402.0 B |
Quantile statistics
Minimum | 1 |
---|---|
5-th percentile | 2.45 |
Q1 | 8.25 |
median | 15.5 |
Q3 | 22.75 |
95-th percentile | 28.55 |
Maximum | 30 |
Range | 29 |
Interquartile range (IQR) | 14.5 |
Descriptive statistics
Standard deviation | 8.8034084 |
---|---|
Coefficient of variation (CV) | 0.56796183 |
Kurtosis | -1.2 |
Mean | 15.5 |
Median Absolute Deviation (MAD) | 7.5 |
Skewness | 0 |
Sum | 465 |
Variance | 77.5 |
Monotonicity | Strictly increasing |
Value | Count | Frequency (%) |
1 | 1 | 3.3% |
17 | 1 | 3.3% |
30 | 1 | 3.3% |
29 | 1 | 3.3% |
28 | 1 | 3.3% |
27 | 1 | 3.3% |
26 | 1 | 3.3% |
25 | 1 | 3.3% |
24 | 1 | 3.3% |
23 | 1 | 3.3% |
Other values (20) | 20 |
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 (%) |
30 | 1 | |
29 | 1 | |
28 | 1 | |
27 | 1 | |
26 | 1 | |
25 | 1 | |
24 | 1 | |
23 | 1 | |
22 | 1 | |
21 | 1 |
배출요일
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 7 |
---|---|
Distinct (%) | 23.3% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 3.9666667 |
Minimum | 1 |
---|---|
Maximum | 7 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 402.0 B |
Quantile statistics
Minimum | 1 |
---|---|
5-th percentile | 1 |
Q1 | 2.25 |
median | 4 |
Q3 | 5.75 |
95-th percentile | 7 |
Maximum | 7 |
Range | 6 |
Interquartile range (IQR) | 3.5 |
Descriptive statistics
Standard deviation | 1.9736774 |
---|---|
Coefficient of variation (CV) | 0.49756572 |
Kurtosis | -1.1411061 |
Mean | 3.9666667 |
Median Absolute Deviation (MAD) | 2 |
Skewness | 0.049485763 |
Sum | 119 |
Variance | 3.8954023 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
3 | 5 | |
4 | 5 | |
5 | 4 | |
6 | 4 | |
7 | 4 | |
1 | 4 | |
2 | 4 |
Value | Count | Frequency (%) |
1 | 4 | |
2 | 4 | |
3 | 5 | |
4 | 5 | |
5 | 4 | |
6 | 4 | |
7 | 4 |
Value | Count | Frequency (%) |
7 | 4 | |
6 | 4 | |
5 | 4 | |
4 | 5 | |
3 | 5 | |
2 | 4 | |
1 | 4 |
배출량(g)
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 30 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 2.7407147 × 109 |
Minimum | 1.9864588 × 109 |
---|---|
Maximum | 3.2839189 × 109 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 402.0 B |
Quantile statistics
Minimum | 1.9864588 × 109 |
---|---|
5-th percentile | 2.4358026 × 109 |
Q1 | 2.5557691 × 109 |
median | 2.683118 × 109 |
Q3 | 2.9507116 × 109 |
95-th percentile | 3.2307148 × 109 |
Maximum | 3.2839189 × 109 |
Range | 1.2974601 × 109 |
Interquartile range (IQR) | 3.9494244 × 108 |
Descriptive statistics
Standard deviation | 2.9662075 × 108 |
---|---|
Coefficient of variation (CV) | 0.10822752 |
Kurtosis | 0.21387308 |
Mean | 2.7407147 × 109 |
Median Absolute Deviation (MAD) | 1.5332732 × 108 |
Skewness | 0.081546307 |
Sum | 8.2221441 × 1010 |
Variance | 8.7983869 × 1016 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
2549355387 | 1 | 3.3% |
2510225893 | 1 | 3.3% |
2698387775 | 1 | 3.3% |
2771011233 | 1 | 3.3% |
3067723361 | 1 | 3.3% |
3218718894 | 1 | 3.3% |
2710940447 | 1 | 3.3% |
2565922436 | 1 | 3.3% |
2583998933 | 1 | 3.3% |
2605820896 | 1 | 3.3% |
Other values (20) | 20 |
Value | Count | Frequency (%) |
1986458761 | 1 | |
2422294869 | 1 | |
2452312056 | 1 | |
2461932089 | 1 | |
2484590942 | 1 | |
2510225893 | 1 | |
2549355387 | 1 | |
2552384680 | 1 | |
2565922436 | 1 | |
2583998933 | 1 |
Value | Count | Frequency (%) |
3283918902 | 1 | |
3240529643 | 1 | |
3218718894 | 1 | |
3197629044 | 1 | |
3101152376 | 1 | |
3072752529 | 1 | |
3067723361 | 1 | |
2968556941 | 1 | |
2897175397 | 1 | |
2782321784 | 1 |
배출량비율(%)
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 27 |
---|---|
Distinct (%) | 90.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 3.3323333 |
Minimum | 2.42 |
---|---|
Maximum | 3.99 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 402.0 B |
Quantile statistics
Minimum | 2.42 |
---|---|
5-th percentile | 2.9635 |
Q1 | 3.105 |
median | 3.26 |
Q3 | 3.5875 |
95-th percentile | 3.9265 |
Maximum | 3.99 |
Range | 1.57 |
Interquartile range (IQR) | 0.4825 |
Descriptive statistics
Standard deviation | 0.36020763 |
---|---|
Coefficient of variation (CV) | 0.10809472 |
Kurtosis | 0.18607086 |
Mean | 3.3323333 |
Median Absolute Deviation (MAD) | 0.185 |
Skewness | 0.087557865 |
Sum | 99.97 |
Variance | 0.12974954 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
3.1 | 2 | 6.7% |
3.3 | 2 | 6.7% |
3.37 | 2 | 6.7% |
3.05 | 1 | 3.3% |
3.28 | 1 | 3.3% |
3.73 | 1 | 3.3% |
3.91 | 1 | 3.3% |
3.12 | 1 | 3.3% |
3.14 | 1 | 3.3% |
3.17 | 1 | 3.3% |
Other values (17) | 17 |
Value | Count | Frequency (%) |
2.42 | 1 | |
2.95 | 1 | |
2.98 | 1 | |
2.99 | 1 | |
3.02 | 1 | |
3.05 | 1 | |
3.1 | 2 | |
3.12 | 1 | |
3.14 | 1 | |
3.17 | 1 |
Value | Count | Frequency (%) |
3.99 | 1 | |
3.94 | 1 | |
3.91 | 1 | |
3.89 | 1 | |
3.77 | 1 | |
3.74 | 1 | |
3.73 | 1 | |
3.61 | 1 | |
3.52 | 1 | |
3.38 | 1 |
배출횟수
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 30 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 1627141.2 |
Minimum | 1197763 |
---|---|
Maximum | 1909271 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 402.0 B |
Quantile statistics
Minimum | 1197763 |
---|---|
5-th percentile | 1464109.5 |
Q1 | 1565704 |
median | 1613722 |
Q3 | 1684385.2 |
95-th percentile | 1900305.9 |
Maximum | 1909271 |
Range | 711508 |
Interquartile range (IQR) | 118681.25 |
Descriptive statistics
Standard deviation | 147353.97 |
---|---|
Coefficient of variation (CV) | 0.090560038 |
Kurtosis | 1.7668135 |
Mean | 1627141.2 |
Median Absolute Deviation (MAD) | 65166.5 |
Skewness | -0.18787119 |
Sum | 48814236 |
Variance | 2.1713192 × 1010 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
1506596 | 1 | 3.3% |
1567468 | 1 | 3.3% |
1689882 | 1 | 3.3% |
1667895 | 1 | 3.3% |
1742762 | 1 | 3.3% |
1905224 | 1 | 3.3% |
1604391 | 1 | 3.3% |
1581866 | 1 | 3.3% |
1629462 | 1 | 3.3% |
1619934 | 1 | 3.3% |
Other values (20) | 20 |
Value | Count | Frequency (%) |
1197763 | 1 | |
1456464 | 1 | |
1473454 | 1 | |
1490522 | 1 | |
1506596 | 1 | |
1514472 | 1 | |
1528180 | 1 | |
1565116 | 1 | |
1567468 | 1 | |
1576217 | 1 |
Value | Count | Frequency (%) |
1909271 | 1 | |
1905224 | 1 | |
1894295 | 1 | |
1852736 | 1 | |
1745122 | 1 | |
1742762 | 1 | |
1722904 | 1 | |
1689882 | 1 | |
1667895 | 1 | |
1658917 | 1 |
배출횟수비율(%)
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 27 |
---|---|
Distinct (%) | 90.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 3.3333333 |
Minimum | 2.45 |
---|---|
Maximum | 3.91 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 402.0 B |
Quantile statistics
Minimum | 2.45 |
---|---|
5-th percentile | 2.998 |
Q1 | 3.21 |
median | 3.305 |
Q3 | 3.45 |
95-th percentile | 3.891 |
Maximum | 3.91 |
Range | 1.46 |
Interquartile range (IQR) | 0.24 |
Descriptive statistics
Standard deviation | 0.30245357 |
---|---|
Coefficient of variation (CV) | 0.09073607 |
Kurtosis | 1.7746587 |
Mean | 3.3333333 |
Median Absolute Deviation (MAD) | 0.135 |
Skewness | -0.20152526 |
Sum | 100 |
Variance | 0.091478161 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
3.29 | 2 | 6.7% |
3.28 | 2 | 6.7% |
3.21 | 2 | 6.7% |
3.09 | 1 | 3.3% |
3.05 | 1 | 3.3% |
3.46 | 1 | 3.3% |
3.42 | 1 | 3.3% |
3.57 | 1 | 3.3% |
3.9 | 1 | 3.3% |
3.24 | 1 | 3.3% |
Other values (17) | 17 |
Value | Count | Frequency (%) |
2.45 | 1 | |
2.98 | 1 | |
3.02 | 1 | |
3.05 | 1 | |
3.09 | 1 | |
3.1 | 1 | |
3.13 | 1 | |
3.21 | 2 | |
3.23 | 1 | |
3.24 | 1 |
Value | Count | Frequency (%) |
3.91 | 1 | |
3.9 | 1 | |
3.88 | 1 | |
3.8 | 1 | |
3.58 | 1 | |
3.57 | 1 | |
3.53 | 1 | |
3.46 | 1 | |
3.42 | 1 | |
3.4 | 1 |
배출일 | 배출요일 | 배출량(g) | 배출량비율(%) | 배출횟수 | 배출횟수비율(%) | |
---|---|---|---|---|---|---|
배출일 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
배출요일 | 0.000 | 1.000 | 0.891 | 0.757 | 0.682 | 0.850 |
배출량(g) | 0.000 | 0.891 | 1.000 | 1.000 | 0.854 | 0.854 |
배출량비율(%) | 0.000 | 0.757 | 1.000 | 1.000 | 0.854 | 0.901 |
배출횟수 | 0.000 | 0.682 | 0.854 | 0.854 | 1.000 | 1.000 |
배출횟수비율(%) | 0.000 | 0.850 | 0.854 | 0.901 | 1.000 | 1.000 |
배출일 | 배출요일 | 배출량(g) | 배출량비율(%) | 배출횟수 | 배출횟수비율(%) | |
---|---|---|---|---|---|---|
배출일 | 1.000 | -0.084 | 0.277 | 0.278 | 0.424 | 0.427 |
배출요일 | -0.084 | 1.000 | -0.583 | -0.579 | -0.625 | -0.627 |
배출량(g) | 0.277 | -0.583 | 1.000 | 1.000 | 0.925 | 0.926 |
배출량비율(%) | 0.278 | -0.579 | 1.000 | 1.000 | 0.922 | 0.923 |
배출횟수 | 0.424 | -0.625 | 0.925 | 0.922 | 1.000 | 1.000 |
배출횟수비율(%) | 0.427 | -0.627 | 0.926 | 0.923 | 1.000 | 1.000 |
배출년도 | 배출월 | 배출일 | 배출요일 | 배출량(g) | 배출량비율(%) | 배출횟수 | 배출횟수비율(%) | |
---|---|---|---|---|---|---|---|---|
0 | 2021 | 6 | 1 | 3 | 2549355387 | 3.1 | 1506596 | 3.09 |
1 | 2021 | 6 | 2 | 4 | 2552384680 | 3.1 | 1565116 | 3.21 |
2 | 2021 | 6 | 3 | 5 | 1986458761 | 2.42 | 1197763 | 2.45 |
3 | 2021 | 6 | 4 | 6 | 2711900624 | 3.3 | 1636734 | 3.35 |
4 | 2021 | 6 | 5 | 7 | 2625299888 | 3.19 | 1514472 | 3.1 |
5 | 2021 | 6 | 6 | 1 | 3197629044 | 3.89 | 1852736 | 3.8 |
6 | 2021 | 6 | 7 | 2 | 2968556941 | 3.61 | 1658917 | 3.4 |
7 | 2021 | 6 | 8 | 3 | 2646106280 | 3.22 | 1576217 | 3.23 |
8 | 2021 | 6 | 9 | 4 | 2614238969 | 3.18 | 1607510 | 3.29 |
9 | 2021 | 6 | 10 | 5 | 2452312056 | 2.98 | 1528180 | 3.13 |
배출년도 | 배출월 | 배출일 | 배출요일 | 배출량(g) | 배출량비율(%) | 배출횟수 | 배출횟수비율(%) | |
---|---|---|---|---|---|---|---|---|
20 | 2021 | 6 | 21 | 2 | 3101152376 | 3.77 | 1745122 | 3.58 |
21 | 2021 | 6 | 22 | 3 | 2667848138 | 3.24 | 1601143 | 3.28 |
22 | 2021 | 6 | 23 | 4 | 2605820896 | 3.17 | 1619934 | 3.32 |
23 | 2021 | 6 | 24 | 5 | 2583998933 | 3.14 | 1629462 | 3.34 |
24 | 2021 | 6 | 25 | 6 | 2565922436 | 3.12 | 1581866 | 3.24 |
25 | 2021 | 6 | 26 | 7 | 2710940447 | 3.3 | 1604391 | 3.29 |
26 | 2021 | 6 | 27 | 1 | 3218718894 | 3.91 | 1905224 | 3.9 |
27 | 2021 | 6 | 28 | 2 | 3067723361 | 3.73 | 1742762 | 3.57 |
28 | 2021 | 6 | 29 | 3 | 2771011233 | 3.37 | 1667895 | 3.42 |
29 | 2021 | 6 | 30 | 4 | 2698387775 | 3.28 | 1689882 | 3.46 |