Dataset statistics
Number of variables | 7 |
---|---|
Number of observations | 24 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 1.6 KiB |
Average record size in memory | 68.5 B |
Variable types
Categorical | 2 |
---|---|
Numeric | 5 |
Dataset
Description | 샘플 데이터 |
---|---|
Author | 환경부산하기관 |
URL | https://www.bigdata-environment.kr/user/data_market/detail.do?id=e8ebaaa0-38bb-11ea-be28-4fa0eb812a46 |
배출년도 has constant value "" | Constant |
배출월 has constant value "" | Constant |
배출시 is highly overall correlated with 배출량(g) and 3 other fields | High correlation |
배출량(g) is highly overall correlated with 배출시 and 3 other fields | High correlation |
배출량비율(%) is highly overall correlated with 배출시 and 3 other fields | High correlation |
배출횟수 is highly overall correlated with 배출시 and 3 other fields | High correlation |
배출횟수비율(%) is highly overall correlated with 배출시 and 3 other fields | High correlation |
배출시 has unique values | Unique |
배출량(g) has unique values | Unique |
배출량비율(%) has unique values | Unique |
배출횟수 has unique values | Unique |
배출횟수비율(%) has unique values | Unique |
배출시 has 1 (4.2%) zeros | Zeros |
Reproduction
Analysis started | 2023-12-10 12:00:11.417206 |
---|---|
Analysis finished | 2023-12-10 12:00:15.703009 |
Duration | 4.29 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
배출년도
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 4.2% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 324.0 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 | 24 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
2021 | 24 |
배출월
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 4.2% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 324.0 B |
1 |
---|
Length
Max length | 1 |
---|---|
Median length | 1 |
Mean length | 1 |
Min length | 1 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 1 |
---|---|
2nd row | 1 |
3rd row | 1 |
4th row | 1 |
5th row | 1 |
Common Values
Value | Count | Frequency (%) |
1 | 24 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
1 | 24 |
배출시
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
  ZEROS
 
Distinct | 24 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 11.5 |
Minimum | 0 |
---|---|
Maximum | 23 |
Zeros | 1 |
Zeros (%) | 4.2% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 348.0 B |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 1.15 |
Q1 | 5.75 |
median | 11.5 |
Q3 | 17.25 |
95-th percentile | 21.85 |
Maximum | 23 |
Range | 23 |
Interquartile range (IQR) | 11.5 |
Descriptive statistics
Standard deviation | 7.0710678 |
---|---|
Coefficient of variation (CV) | 0.61487546 |
Kurtosis | -1.2 |
Mean | 11.5 |
Median Absolute Deviation (MAD) | 6 |
Skewness | 0 |
Sum | 276 |
Variance | 50 |
Monotonicity | Strictly increasing |
Value | Count | Frequency (%) |
0 | 1 | 4.2% |
13 | 1 | 4.2% |
23 | 1 | 4.2% |
22 | 1 | 4.2% |
21 | 1 | 4.2% |
20 | 1 | 4.2% |
19 | 1 | 4.2% |
18 | 1 | 4.2% |
17 | 1 | 4.2% |
16 | 1 | 4.2% |
Other values (14) | 14 |
Value | Count | Frequency (%) |
0 | 1 | |
1 | 1 | |
2 | 1 | |
3 | 1 | |
4 | 1 | |
5 | 1 | |
6 | 1 | |
7 | 1 | |
8 | 1 | |
9 | 1 |
Value | Count | Frequency (%) |
23 | 1 | |
22 | 1 | |
21 | 1 | |
20 | 1 | |
19 | 1 | |
18 | 1 | |
17 | 1 | |
16 | 1 | |
15 | 1 | |
14 | 1 |
배출량(g)
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 24 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 3.0110312 × 109 |
Minimum | 1.0869142 × 108 |
---|---|
Maximum | 5.4073706 × 109 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 348.0 B |
Quantile statistics
Minimum | 1.0869142 × 108 |
---|---|
5-th percentile | 1.8260203 × 108 |
Q1 | 1.2397732 × 109 |
median | 3.8410756 × 109 |
Q3 | 4.6574222 × 109 |
95-th percentile | 5.0857874 × 109 |
Maximum | 5.4073706 × 109 |
Range | 5.2986792 × 109 |
Interquartile range (IQR) | 3.417649 × 109 |
Descriptive statistics
Standard deviation | 1.8868763 × 109 |
---|---|
Coefficient of variation (CV) | 0.62665453 |
Kurtosis | -1.4931066 |
Mean | 3.0110312 × 109 |
Median Absolute Deviation (MAD) | 1.1959901 × 109 |
Skewness | -0.42858626 |
Sum | 7.2264748 × 1010 |
Variance | 3.5603023 × 1018 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
725224398 | 1 | 4.2% |
4967463375 | 1 | 4.2% |
1411289499 | 1 | 4.2% |
2531074414 | 1 | 4.2% |
4277115775 | 1 | 4.2% |
5106668066 | 1 | 4.2% |
5407370589 | 1 | 4.2% |
4734719406 | 1 | 4.2% |
4707466075 | 1 | 4.2% |
4612103324 | 1 | 4.2% |
Other values (14) | 14 |
Value | Count | Frequency (%) |
108691420 | 1 | |
167510760 | 1 | |
268119226 | 1 | |
308059552 | 1 | |
592100679 | 1 | |
725224398 | 1 | |
1411289499 | 1 | |
1510810780 | 1 | |
2283781594 | 1 | |
2531074414 | 1 |
Value | Count | Frequency (%) |
5407370589 | 1 | |
5106668066 | 1 | |
4967463375 | 1 | |
4873046642 | 1 | |
4734719406 | 1 | |
4707466075 | 1 | |
4640740941 | 1 | |
4612103324 | 1 | |
4277115775 | 1 | |
4171605405 | 1 |
배출량비율(%)
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 24 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 4.1658333 |
Minimum | 0.15 |
---|---|
Maximum | 7.48 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 348.0 B |
Quantile statistics
Minimum | 0.15 |
---|---|
5-th percentile | 0.251 |
Q1 | 1.7125 |
median | 5.315 |
Q3 | 6.4425 |
95-th percentile | 7.04 |
Maximum | 7.48 |
Range | 7.33 |
Interquartile range (IQR) | 4.73 |
Descriptive statistics
Standard deviation | 2.6106953 |
---|---|
Coefficient of variation (CV) | 0.6266922 |
Kurtosis | -1.4933958 |
Mean | 4.1658333 |
Median Absolute Deviation (MAD) | 1.655 |
Skewness | -0.42891622 |
Sum | 99.98 |
Variance | 6.8157297 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
1.0 | 1 | 4.2% |
6.87 | 1 | 4.2% |
1.95 | 1 | 4.2% |
3.5 | 1 | 4.2% |
5.92 | 1 | 4.2% |
7.07 | 1 | 4.2% |
7.48 | 1 | 4.2% |
6.55 | 1 | 4.2% |
6.51 | 1 | 4.2% |
6.38 | 1 | 4.2% |
Other values (14) | 14 |
Value | Count | Frequency (%) |
0.15 | 1 | |
0.23 | 1 | |
0.37 | 1 | |
0.43 | 1 | |
0.82 | 1 | |
1.0 | 1 | |
1.95 | 1 | |
2.09 | 1 | |
3.16 | 1 | |
3.5 | 1 |
Value | Count | Frequency (%) |
7.48 | 1 | |
7.07 | 1 | |
6.87 | 1 | |
6.74 | 1 | |
6.55 | 1 | |
6.51 | 1 | |
6.42 | 1 | |
6.38 | 1 | |
5.92 | 1 | |
5.77 | 1 |
배출횟수
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 24 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 1640960.5 |
Minimum | 44165 |
---|---|
Maximum | 3102591 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 348.0 B |
Quantile statistics
Minimum | 44165 |
---|---|
5-th percentile | 69077.05 |
Q1 | 482211.75 |
median | 2119785 |
Q3 | 2548575.5 |
95-th percentile | 2882792.2 |
Maximum | 3102591 |
Range | 3058426 |
Interquartile range (IQR) | 2066363.8 |
Descriptive statistics
Standard deviation | 1081717.2 |
---|---|
Coefficient of variation (CV) | 0.65919757 |
Kurtosis | -1.548938 |
Mean | 1640960.5 |
Median Absolute Deviation (MAD) | 651148 |
Skewness | -0.38652172 |
Sum | 39383052 |
Variance | 1.170112 × 1012 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
377778 | 1 | 4.2% |
2710249 | 1 | 4.2% |
768475 | 1 | 4.2% |
1407953 | 1 | 4.2% |
2394885 | 1 | 4.2% |
2913241 | 1 | 4.2% |
3102591 | 1 | 4.2% |
2617720 | 1 | 4.2% |
2541168 | 1 | 4.2% |
2527311 | 1 | 4.2% |
Other values (14) | 14 |
Value | Count | Frequency (%) |
44165 | 1 | |
66868 | 1 | |
81595 | 1 | |
152488 | 1 | |
214828 | 1 | |
377778 | 1 | |
517023 | 1 | |
768475 | 1 | |
1140968 | 1 | |
1407953 | 1 |
Value | Count | Frequency (%) |
3102591 | 1 | |
2913241 | 1 | |
2710249 | 1 | |
2657025 | 1 | |
2617720 | 1 | |
2570798 | 1 | |
2541168 | 1 | |
2527311 | 1 | |
2394885 | 1 | |
2382331 | 1 |
배출횟수비율(%)
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 24 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 4.1675 |
Minimum | 0.11 |
---|---|
Maximum | 7.88 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 348.0 B |
Quantile statistics
Minimum | 0.11 |
---|---|
5-th percentile | 0.176 |
Q1 | 1.2225 |
median | 5.38 |
Q3 | 6.47 |
95-th percentile | 7.322 |
Maximum | 7.88 |
Range | 7.77 |
Interquartile range (IQR) | 5.2475 |
Descriptive statistics
Standard deviation | 2.7465872 |
---|---|
Coefficient of variation (CV) | 0.65904912 |
Kurtosis | -1.548518 |
Mean | 4.1675 |
Median Absolute Deviation (MAD) | 1.65 |
Skewness | -0.38629553 |
Sum | 100.02 |
Variance | 7.5437413 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.96 | 1 | 4.2% |
6.88 | 1 | 4.2% |
1.95 | 1 | 4.2% |
3.58 | 1 | 4.2% |
6.08 | 1 | 4.2% |
7.4 | 1 | 4.2% |
7.88 | 1 | 4.2% |
6.65 | 1 | 4.2% |
6.45 | 1 | 4.2% |
6.42 | 1 | 4.2% |
Other values (14) | 14 |
Value | Count | Frequency (%) |
0.11 | 1 | |
0.17 | 1 | |
0.21 | 1 | |
0.39 | 1 | |
0.55 | 1 | |
0.96 | 1 | |
1.31 | 1 | |
1.95 | 1 | |
2.9 | 1 | |
3.58 | 1 |
Value | Count | Frequency (%) |
7.88 | 1 | |
7.4 | 1 | |
6.88 | 1 | |
6.75 | 1 | |
6.65 | 1 | |
6.53 | 1 | |
6.45 | 1 | |
6.42 | 1 | |
6.08 | 1 | |
6.05 | 1 |
배출시 | 배출량(g) | 배출량비율(%) | 배출횟수 | 배출횟수비율(%) | |
---|---|---|---|---|---|
배출시 | 1.000 | 0.710 | 0.745 | 0.836 | 0.865 |
배출량(g) | 0.710 | 1.000 | 1.000 | 0.963 | 0.963 |
배출량비율(%) | 0.745 | 1.000 | 1.000 | 0.963 | 0.965 |
배출횟수 | 0.836 | 0.963 | 0.963 | 1.000 | 1.000 |
배출횟수비율(%) | 0.865 | 0.963 | 0.965 | 1.000 | 1.000 |
배출시 | 배출량(g) | 배출량비율(%) | 배출횟수 | 배출횟수비율(%) | |
---|---|---|---|---|---|
배출시 | 1.000 | 0.701 | 0.701 | 0.714 | 0.714 |
배출량(g) | 0.701 | 1.000 | 1.000 | 0.998 | 0.998 |
배출량비율(%) | 0.701 | 1.000 | 1.000 | 0.998 | 0.998 |
배출횟수 | 0.714 | 0.998 | 0.998 | 1.000 | 1.000 |
배출횟수비율(%) | 0.714 | 0.998 | 0.998 | 1.000 | 1.000 |
배출년도 | 배출월 | 배출시 | 배출량(g) | 배출량비율(%) | 배출횟수 | 배출횟수비율(%) | |
---|---|---|---|---|---|---|---|
0 | 2021 | 1 | 0 | 725224398 | 1.0 | 377778 | 0.96 |
1 | 2021 | 1 | 1 | 308059552 | 0.43 | 152488 | 0.39 |
2 | 2021 | 1 | 2 | 167510760 | 0.23 | 66868 | 0.17 |
3 | 2021 | 1 | 3 | 108691420 | 0.15 | 44165 | 0.11 |
4 | 2021 | 1 | 4 | 268119226 | 0.37 | 81595 | 0.21 |
5 | 2021 | 1 | 5 | 592100679 | 0.82 | 214828 | 0.55 |
6 | 2021 | 1 | 6 | 1510810780 | 2.09 | 517023 | 1.31 |
7 | 2021 | 1 | 7 | 2283781594 | 3.16 | 1140968 | 2.9 |
8 | 2021 | 1 | 8 | 3140572299 | 4.35 | 1731508 | 4.4 |
9 | 2021 | 1 | 9 | 3776620777 | 5.23 | 2044979 | 5.19 |
배출년도 | 배출월 | 배출시 | 배출량(g) | 배출량비율(%) | 배출횟수 | 배출횟수비율(%) | |
---|---|---|---|---|---|---|---|
14 | 2021 | 1 | 14 | 4873046642 | 6.74 | 2657025 | 6.75 |
15 | 2021 | 1 | 15 | 4640740941 | 6.42 | 2570798 | 6.53 |
16 | 2021 | 1 | 16 | 4612103324 | 6.38 | 2527311 | 6.42 |
17 | 2021 | 1 | 17 | 4707466075 | 6.51 | 2541168 | 6.45 |
18 | 2021 | 1 | 18 | 4734719406 | 6.55 | 2617720 | 6.65 |
19 | 2021 | 1 | 19 | 5407370589 | 7.48 | 3102591 | 7.88 |
20 | 2021 | 1 | 20 | 5106668066 | 7.07 | 2913241 | 7.4 |
21 | 2021 | 1 | 21 | 4277115775 | 5.92 | 2394885 | 6.08 |
22 | 2021 | 1 | 22 | 2531074414 | 3.5 | 1407953 | 3.58 |
23 | 2021 | 1 | 23 | 1411289499 | 1.95 | 768475 | 1.95 |