Dataset statistics
Number of variables | 8 |
---|---|
Number of observations | 31 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 2.3 KiB |
Average record size in memory | 76.3 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 12:27:05.545052 |
---|---|
Analysis finished | 2023-12-10 12:27:16.705134 |
Duration | 11.16 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
배출년도
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 3.2% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 380.0 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 | 31 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
2021 | 31 |
배출월
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 3.2% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 380.0 B |
7 |
---|
Length
Max length | 1 |
---|---|
Median length | 1 |
Mean length | 1 |
Min length | 1 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 7 |
---|---|
2nd row | 7 |
3rd row | 7 |
4th row | 7 |
5th row | 7 |
Common Values
Value | Count | Frequency (%) |
7 | 31 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
7 | 31 |
배출일
Real number (ℝ)
UNIQUE
 
Distinct | 31 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 16 |
Minimum | 1 |
---|---|
Maximum | 31 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 411.0 B |
Quantile statistics
Minimum | 1 |
---|---|
5-th percentile | 2.5 |
Q1 | 8.5 |
median | 16 |
Q3 | 23.5 |
95-th percentile | 29.5 |
Maximum | 31 |
Range | 30 |
Interquartile range (IQR) | 15 |
Descriptive statistics
Standard deviation | 9.0921211 |
---|---|
Coefficient of variation (CV) | 0.56825757 |
Kurtosis | -1.2 |
Mean | 16 |
Median Absolute Deviation (MAD) | 8 |
Skewness | 0 |
Sum | 496 |
Variance | 82.666667 |
Monotonicity | Strictly increasing |
Value | Count | Frequency (%) |
1 | 1 | 3.2% |
2 | 1 | 3.2% |
31 | 1 | 3.2% |
30 | 1 | 3.2% |
29 | 1 | 3.2% |
28 | 1 | 3.2% |
27 | 1 | 3.2% |
26 | 1 | 3.2% |
25 | 1 | 3.2% |
24 | 1 | 3.2% |
Other values (21) | 21 |
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 (%) |
31 | 1 | |
30 | 1 | |
29 | 1 | |
28 | 1 | |
27 | 1 | |
26 | 1 | |
25 | 1 | |
24 | 1 | |
23 | 1 | |
22 | 1 |
배출요일
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 7 |
---|---|
Distinct (%) | 22.6% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 4.1935484 |
Minimum | 1 |
---|---|
Maximum | 7 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 411.0 B |
Quantile statistics
Minimum | 1 |
---|---|
5-th percentile | 1 |
Q1 | 2.5 |
median | 4 |
Q3 | 6 |
95-th percentile | 7 |
Maximum | 7 |
Range | 6 |
Interquartile range (IQR) | 3.5 |
Descriptive statistics
Standard deviation | 2.0399241 |
---|---|
Coefficient of variation (CV) | 0.48644344 |
Kurtosis | -1.2501905 |
Mean | 4.1935484 |
Median Absolute Deviation (MAD) | 2 |
Skewness | -0.15410105 |
Sum | 130 |
Variance | 4.1612903 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
5 | 5 | |
6 | 5 | |
7 | 5 | |
1 | 4 | |
2 | 4 | |
3 | 4 | |
4 | 4 |
Value | Count | Frequency (%) |
1 | 4 | |
2 | 4 | |
3 | 4 | |
4 | 4 | |
5 | 5 | |
6 | 5 | |
7 | 5 |
Value | Count | Frequency (%) |
7 | 5 | |
6 | 5 | |
5 | 5 | |
4 | 4 | |
3 | 4 | |
2 | 4 | |
1 | 4 |
배출량(g)
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 31 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 3.0491293 × 109 |
Minimum | 2.4446585 × 109 |
---|---|
Maximum | 3.6138291 × 109 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 411.0 B |
Quantile statistics
Minimum | 2.4446585 × 109 |
---|---|
5-th percentile | 2.6604216 × 109 |
Q1 | 2.8541096 × 109 |
median | 3.0368975 × 109 |
Q3 | 3.1937979 × 109 |
95-th percentile | 3.5834065 × 109 |
Maximum | 3.6138291 × 109 |
Range | 1.1691706 × 109 |
Interquartile range (IQR) | 3.3968833 × 108 |
Descriptive statistics
Standard deviation | 3.0346243 × 108 |
---|---|
Coefficient of variation (CV) | 0.099524292 |
Kurtosis | -0.48736414 |
Mean | 3.0491293 × 109 |
Median Absolute Deviation (MAD) | 1.7496243 × 108 |
Skewness | 0.29137417 |
Sum | 9.4523008 × 1010 |
Variance | 9.2089449 × 1016 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
2657192317 | 1 | 3.2% |
2695877876 | 1 | 3.2% |
3045604727 | 1 | 3.2% |
2874339227 | 1 | 3.2% |
2893667636 | 1 | 3.2% |
2928600357 | 1 | 3.2% |
3059521686 | 1 | 3.2% |
3358872948 | 1 | 3.2% |
3579827130 | 1 | 3.2% |
3211859969 | 1 | 3.2% |
Other values (21) | 21 |
Value | Count | Frequency (%) |
2444658489 | 1 | |
2657192317 | 1 | |
2663650874 | 1 | |
2695877876 | 1 | |
2700137183 | 1 | |
2726625736 | 1 | |
2805975098 | 1 | |
2833879875 | 1 | |
2874339227 | 1 | |
2883782680 | 1 |
Value | Count | Frequency (%) |
3613829122 | 1 | |
3586985807 | 1 | |
3579827130 | 1 | |
3531498370 | 1 | |
3411360891 | 1 | |
3405097822 | 1 | |
3358872948 | 1 | |
3211859969 | 1 | |
3175735794 | 1 | |
3153670678 | 1 |
배출량비율(%)
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 29 |
---|---|
Distinct (%) | 93.5% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 3.2258065 |
Minimum | 2.59 |
---|---|
Maximum | 3.82 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 411.0 B |
Quantile statistics
Minimum | 2.59 |
---|---|
5-th percentile | 2.815 |
Q1 | 3.02 |
median | 3.21 |
Q3 | 3.38 |
95-th percentile | 3.79 |
Maximum | 3.82 |
Range | 1.23 |
Interquartile range (IQR) | 0.36 |
Descriptive statistics
Standard deviation | 0.32064284 |
---|---|
Coefficient of variation (CV) | 0.099399279 |
Kurtosis | -0.49836324 |
Mean | 3.2258065 |
Median Absolute Deviation (MAD) | 0.19 |
Skewness | 0.29284571 |
Sum | 100 |
Variance | 0.10281183 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
3.21 | 2 | 6.5% |
3.79 | 2 | 6.5% |
2.81 | 1 | 3.2% |
3.36 | 1 | 3.2% |
3.22 | 1 | 3.2% |
3.04 | 1 | 3.2% |
3.06 | 1 | 3.2% |
3.1 | 1 | 3.2% |
3.24 | 1 | 3.2% |
3.55 | 1 | 3.2% |
Other values (19) | 19 |
Value | Count | Frequency (%) |
2.59 | 1 | |
2.81 | 1 | |
2.82 | 1 | |
2.85 | 1 | |
2.86 | 1 | |
2.88 | 1 | |
2.97 | 1 | |
3.0 | 1 | |
3.04 | 1 | |
3.05 | 1 |
Value | Count | Frequency (%) |
3.82 | 1 | |
3.79 | 2 | |
3.74 | 1 | |
3.61 | 1 | |
3.6 | 1 | |
3.55 | 1 | |
3.4 | 1 | |
3.36 | 1 | |
3.34 | 1 | |
3.27 | 1 |
배출횟수
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 31 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 1851348.5 |
Minimum | 1435374 |
---|---|
Maximum | 2128390 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 411.0 B |
Quantile statistics
Minimum | 1435374 |
---|---|
5-th percentile | 1653060.5 |
Q1 | 1790072.5 |
median | 1842087 |
Q3 | 1917531 |
95-th percentile | 2122217 |
Maximum | 2128390 |
Range | 693016 |
Interquartile range (IQR) | 127458.5 |
Descriptive statistics
Standard deviation | 148200.05 |
---|---|
Coefficient of variation (CV) | 0.080049786 |
Kurtosis | 1.2239637 |
Mean | 1851348.5 |
Median Absolute Deviation (MAD) | 65519 |
Skewness | -0.31487837 |
Sum | 57391802 |
Variance | 2.1963254 × 1010 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
1690632 | 1 | 3.2% |
1675521 | 1 | 3.2% |
1842087 | 1 | 3.2% |
1795601 | 1 | 3.2% |
1839883 | 1 | 3.2% |
1837301 | 1 | 3.2% |
1868988 | 1 | 3.2% |
1937462 | 1 | 3.2% |
2128390 | 1 | 3.2% |
1907606 | 1 | 3.2% |
Other values (21) | 21 |
Value | Count | Frequency (%) |
1435374 | 1 | |
1634550 | 1 | |
1671571 | 1 | |
1675521 | 1 | |
1690632 | 1 | |
1712424 | 1 | |
1763221 | 1 | |
1784544 | 1 | |
1795601 | 1 | |
1802508 | 1 |
Value | Count | Frequency (%) |
2128390 | 1 | |
2125324 | 1 | |
2119110 | 1 | |
2050213 | 1 | |
1965528 | 1 | |
1945921 | 1 | |
1937462 | 1 | |
1927456 | 1 | |
1907606 | 1 | |
1905260 | 1 |
배출횟수비율(%)
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 25 |
---|---|
Distinct (%) | 80.6% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 3.2254839 |
Minimum | 2.5 |
---|---|
Maximum | 3.71 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 411.0 B |
Quantile statistics
Minimum | 2.5 |
---|---|
5-th percentile | 2.88 |
Q1 | 3.12 |
median | 3.21 |
Q3 | 3.34 |
95-th percentile | 3.695 |
Maximum | 3.71 |
Range | 1.21 |
Interquartile range (IQR) | 0.22 |
Descriptive statistics
Standard deviation | 0.25792555 |
---|---|
Coefficient of variation (CV) | 0.079964918 |
Kurtosis | 1.2353345 |
Mean | 3.2254839 |
Median Absolute Deviation (MAD) | 0.11 |
Skewness | -0.32256249 |
Sum | 99.99 |
Variance | 0.066525591 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
3.21 | 3 | 9.7% |
3.14 | 2 | 6.5% |
3.2 | 2 | 6.5% |
3.32 | 2 | 6.5% |
3.26 | 2 | 6.5% |
3.07 | 1 | 3.2% |
3.13 | 1 | 3.2% |
3.38 | 1 | 3.2% |
3.71 | 1 | 3.2% |
3.36 | 1 | 3.2% |
Other values (15) | 15 |
Value | Count | Frequency (%) |
2.5 | 1 | |
2.85 | 1 | |
2.91 | 1 | |
2.92 | 1 | |
2.95 | 1 | |
2.98 | 1 | |
3.07 | 1 | |
3.11 | 1 | |
3.13 | 1 | |
3.14 | 2 |
Value | Count | Frequency (%) |
3.71 | 1 | |
3.7 | 1 | |
3.69 | 1 | |
3.57 | 1 | |
3.42 | 1 | |
3.39 | 1 | |
3.38 | 1 | |
3.36 | 1 | |
3.32 | 2 | |
3.31 | 1 |
배출일 | 배출요일 | 배출량(g) | 배출량비율(%) | 배출횟수 | 배출횟수비율(%) | |
---|---|---|---|---|---|---|
배출일 | 1.000 | 0.000 | 0.000 | 0.000 | 0.652 | 0.622 |
배출요일 | 0.000 | 1.000 | 0.805 | 0.820 | 0.689 | 0.699 |
배출량(g) | 0.000 | 0.805 | 1.000 | 1.000 | 0.781 | 0.781 |
배출량비율(%) | 0.000 | 0.820 | 1.000 | 1.000 | 0.781 | 0.843 |
배출횟수 | 0.652 | 0.689 | 0.781 | 0.781 | 1.000 | 1.000 |
배출횟수비율(%) | 0.622 | 0.699 | 0.781 | 0.843 | 1.000 | 1.000 |
배출일 | 배출요일 | 배출량(g) | 배출량비율(%) | 배출횟수 | 배출횟수비율(%) | |
---|---|---|---|---|---|---|
배출일 | 1.000 | 0.053 | 0.321 | 0.325 | 0.414 | 0.410 |
배출요일 | 0.053 | 1.000 | -0.593 | -0.595 | -0.566 | -0.579 |
배출량(g) | 0.321 | -0.593 | 1.000 | 1.000 | 0.934 | 0.931 |
배출량비율(%) | 0.325 | -0.595 | 1.000 | 1.000 | 0.936 | 0.934 |
배출횟수 | 0.414 | -0.566 | 0.934 | 0.936 | 1.000 | 0.999 |
배출횟수비율(%) | 0.410 | -0.579 | 0.931 | 0.934 | 0.999 | 1.000 |
배출년도 | 배출월 | 배출일 | 배출요일 | 배출량(g) | 배출량비율(%) | 배출횟수 | 배출횟수비율(%) | |
---|---|---|---|---|---|---|---|---|
0 | 2021 | 7 | 1 | 5 | 2657192317 | 2.81 | 1690632 | 2.95 |
1 | 2021 | 7 | 2 | 6 | 2695877876 | 2.85 | 1675521 | 2.92 |
2 | 2021 | 7 | 3 | 7 | 2444658489 | 2.59 | 1435374 | 2.5 |
3 | 2021 | 7 | 4 | 1 | 3531498370 | 3.74 | 2050213 | 3.57 |
4 | 2021 | 7 | 5 | 2 | 3153670678 | 3.34 | 1802508 | 3.14 |
5 | 2021 | 7 | 6 | 3 | 2700137183 | 2.86 | 1634550 | 2.85 |
6 | 2021 | 7 | 7 | 4 | 2663650874 | 2.82 | 1671571 | 2.91 |
7 | 2021 | 7 | 8 | 5 | 2805975098 | 2.97 | 1784544 | 3.11 |
8 | 2021 | 7 | 9 | 6 | 2726625736 | 2.88 | 1712424 | 2.98 |
9 | 2021 | 7 | 10 | 7 | 3036897542 | 3.21 | 1804755 | 3.14 |
배출년도 | 배출월 | 배출일 | 배출요일 | 배출량(g) | 배출량비율(%) | 배출횟수 | 배출횟수비율(%) | |
---|---|---|---|---|---|---|---|---|
21 | 2021 | 7 | 22 | 5 | 3035142634 | 3.21 | 1905260 | 3.32 |
22 | 2021 | 7 | 23 | 6 | 2977454991 | 3.15 | 1838895 | 3.2 |
23 | 2021 | 7 | 24 | 7 | 3211859969 | 3.4 | 1907606 | 3.32 |
24 | 2021 | 7 | 25 | 1 | 3579827130 | 3.79 | 2128390 | 3.71 |
25 | 2021 | 7 | 26 | 2 | 3358872948 | 3.55 | 1937462 | 3.38 |
26 | 2021 | 7 | 27 | 3 | 3059521686 | 3.24 | 1868988 | 3.26 |
27 | 2021 | 7 | 28 | 4 | 2928600357 | 3.1 | 1837301 | 3.2 |
28 | 2021 | 7 | 29 | 5 | 2893667636 | 3.06 | 1839883 | 3.21 |
29 | 2021 | 7 | 30 | 6 | 2874339227 | 3.04 | 1795601 | 3.13 |
30 | 2021 | 7 | 31 | 7 | 3045604727 | 3.22 | 1842087 | 3.21 |