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 12:27:51.162128 |
---|---|
Analysis finished | 2023-12-10 12:27:58.394633 |
Duration | 7.23 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 |
3 |
---|
Length
Max length | 1 |
---|---|
Median length | 1 |
Mean length | 1 |
Min length | 1 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 3 |
---|---|
2nd row | 3 |
3rd row | 3 |
4th row | 3 |
5th row | 3 |
Common Values
Value | Count | Frequency (%) |
3 | 31 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
3 | 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 | 3.9032258 |
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 |
median | 4 |
Q3 | 5.5 |
95-th percentile | 7 |
Maximum | 7 |
Range | 6 |
Interquartile range (IQR) | 3.5 |
Descriptive statistics
Standard deviation | 1.9723901 |
---|---|
Coefficient of variation (CV) | 0.50532308 |
Kurtosis | -1.1615893 |
Mean | 3.9032258 |
Median Absolute Deviation (MAD) | 2 |
Skewness | 0.11568173 |
Sum | 121 |
Variance | 3.8903226 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
2 | 5 | |
3 | 5 | |
4 | 5 | |
5 | 4 | |
6 | 4 | |
7 | 4 | |
1 | 4 |
Value | Count | Frequency (%) |
1 | 4 | |
2 | 5 | |
3 | 5 | |
4 | 5 | |
5 | 4 | |
6 | 4 | |
7 | 4 |
Value | Count | Frequency (%) |
7 | 4 | |
6 | 4 | |
5 | 4 | |
4 | 5 | |
3 | 5 | |
2 | 5 | |
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 | 2.2861218 × 109 |
Minimum | 1.8082412 × 109 |
---|---|
Maximum | 2.7819197 × 109 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 411.0 B |
Quantile statistics
Minimum | 1.8082412 × 109 |
---|---|
5-th percentile | 1.9350761 × 109 |
Q1 | 2.1007241 × 109 |
median | 2.2181957 × 109 |
Q3 | 2.5310674 × 109 |
95-th percentile | 2.7198028 × 109 |
Maximum | 2.7819197 × 109 |
Range | 9.736785 × 108 |
Interquartile range (IQR) | 4.3034327 × 108 |
Descriptive statistics
Standard deviation | 2.5512504 × 108 |
---|---|
Coefficient of variation (CV) | 0.11159731 |
Kurtosis | -0.67256491 |
Mean | 2.2861218 × 109 |
Median Absolute Deviation (MAD) | 1.2726412 × 108 |
Skewness | 0.39400403 |
Sum | 7.0869777 × 1010 |
Variance | 6.5088786 × 1016 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
2255810171 | 1 | 3.2% |
2781919667 | 1 | 3.2% |
2160140037 | 1 | 3.2% |
2279954532 | 1 | 3.2% |
2566191045 | 1 | 3.2% |
2542071861 | 1 | 3.2% |
1808241169 | 1 | 3.2% |
2075601425 | 1 | 3.2% |
2101288631 | 1 | 3.2% |
2437535690 | 1 | 3.2% |
Other values (21) | 21 |
Value | Count | Frequency (%) |
1808241169 | 1 | |
1908876630 | 1 | |
1961275585 | 1 | |
2062474693 | 1 | |
2075601425 | 1 | |
2090931548 | 1 | |
2097376132 | 1 | |
2100159646 | 1 | |
2101288631 | 1 | |
2129691825 | 1 |
Value | Count | Frequency (%) |
2781919667 | 1 | |
2746603215 | 1 | |
2693002317 | 1 | |
2685229011 | 1 | |
2566191045 | 1 | |
2547892931 | 1 | |
2543832315 | 1 | |
2542071861 | 1 | |
2520062949 | 1 | |
2437535690 | 1 |
배출량비율(%)
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 26 |
---|---|
Distinct (%) | 83.9% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 3.226129 |
Minimum | 2.55 |
---|---|
Maximum | 3.93 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 411.0 B |
Quantile statistics
Minimum | 2.55 |
---|---|
5-th percentile | 2.73 |
Q1 | 2.96 |
median | 3.13 |
Q3 | 3.575 |
95-th percentile | 3.84 |
Maximum | 3.93 |
Range | 1.38 |
Interquartile range (IQR) | 0.615 |
Descriptive statistics
Standard deviation | 0.36128177 |
---|---|
Coefficient of variation (CV) | 0.11198615 |
Kurtosis | -0.67007529 |
Mean | 3.226129 |
Median Absolute Deviation (MAD) | 0.18 |
Skewness | 0.3970737 |
Sum | 100.01 |
Variance | 0.13052452 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
2.96 | 3 | 9.7% |
3.13 | 2 | 6.5% |
3.04 | 2 | 6.5% |
3.59 | 2 | 6.5% |
3.18 | 1 | 3.2% |
2.77 | 1 | 3.2% |
3.05 | 1 | 3.2% |
3.22 | 1 | 3.2% |
3.62 | 1 | 3.2% |
2.55 | 1 | 3.2% |
Other values (16) | 16 |
Value | Count | Frequency (%) |
2.55 | 1 | 3.2% |
2.69 | 1 | 3.2% |
2.77 | 1 | 3.2% |
2.91 | 1 | 3.2% |
2.93 | 1 | 3.2% |
2.95 | 1 | 3.2% |
2.96 | 3 | |
3.01 | 1 | 3.2% |
3.04 | 2 | |
3.05 | 1 | 3.2% |
Value | Count | Frequency (%) |
3.93 | 1 | |
3.88 | 1 | |
3.8 | 1 | |
3.79 | 1 | |
3.62 | 1 | |
3.6 | 1 | |
3.59 | 2 | |
3.56 | 1 | |
3.44 | 1 | |
3.26 | 1 |
배출횟수
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 31 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 1286731.5 |
Minimum | 1025377 |
---|---|
Maximum | 1552814 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 411.0 B |
Quantile statistics
Minimum | 1025377 |
---|---|
5-th percentile | 1096403.5 |
Q1 | 1237024 |
median | 1267427 |
Q3 | 1349932 |
95-th percentile | 1540627 |
Maximum | 1552814 |
Range | 527437 |
Interquartile range (IQR) | 112908 |
Descriptive statistics
Standard deviation | 126569.43 |
---|---|
Coefficient of variation (CV) | 0.098365066 |
Kurtosis | 0.37070944 |
Mean | 1286731.5 |
Median Absolute Deviation (MAD) | 41926 |
Skewness | 0.38670422 |
Sum | 39888676 |
Variance | 1.601982 × 1010 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
1113602 | 1 | 3.2% |
1456875 | 1 | 3.2% |
1296882 | 1 | 3.2% |
1309353 | 1 | 3.2% |
1369813 | 1 | 3.2% |
1439531 | 1 | 3.2% |
1025377 | 1 | 3.2% |
1232719 | 1 | 3.2% |
1263643 | 1 | 3.2% |
1267427 | 1 | 3.2% |
Other values (21) | 21 |
Value | Count | Frequency (%) |
1025377 | 1 | |
1090721 | 1 | |
1102086 | 1 | |
1113602 | 1 | |
1181760 | 1 | |
1189641 | 1 | |
1232719 | 1 | |
1235404 | 1 | |
1238644 | 1 | |
1242979 | 1 |
Value | Count | Frequency (%) |
1552814 | 1 | |
1546975 | 1 | |
1534279 | 1 | |
1456875 | 1 | |
1439531 | 1 | |
1369813 | 1 | |
1360422 | 1 | |
1350348 | 1 | |
1349516 | 1 | |
1309353 | 1 |
배출횟수비율(%)
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 27 |
---|---|
Distinct (%) | 87.1% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 3.2254839 |
Minimum | 2.57 |
---|---|
Maximum | 3.89 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 411.0 B |
Quantile statistics
Minimum | 2.57 |
---|---|
5-th percentile | 2.745 |
Q1 | 3.105 |
median | 3.18 |
Q3 | 3.385 |
95-th percentile | 3.865 |
Maximum | 3.89 |
Range | 1.32 |
Interquartile range (IQR) | 0.28 |
Descriptive statistics
Standard deviation | 0.3177823 |
---|---|
Coefficient of variation (CV) | 0.098522366 |
Kurtosis | 0.37545285 |
Mean | 3.2254839 |
Median Absolute Deviation (MAD) | 0.1 |
Skewness | 0.38144676 |
Sum | 99.99 |
Variance | 0.10098559 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
3.2 | 2 | 6.5% |
3.12 | 2 | 6.5% |
3.15 | 2 | 6.5% |
3.18 | 2 | 6.5% |
2.79 | 1 | 3.2% |
2.76 | 1 | 3.2% |
3.25 | 1 | 3.2% |
3.28 | 1 | 3.2% |
3.43 | 1 | 3.2% |
3.61 | 1 | 3.2% |
Other values (17) | 17 |
Value | Count | Frequency (%) |
2.57 | 1 | |
2.73 | 1 | |
2.76 | 1 | |
2.79 | 1 | |
2.96 | 1 | |
2.98 | 1 | |
3.09 | 1 | |
3.1 | 1 | |
3.11 | 1 | |
3.12 | 2 |
Value | Count | Frequency (%) |
3.89 | 1 | |
3.88 | 1 | |
3.85 | 1 | |
3.65 | 1 | |
3.61 | 1 | |
3.43 | 1 | |
3.41 | 1 | |
3.39 | 1 | |
3.38 | 1 | |
3.28 | 1 |
배출일 | 배출요일 | 배출량(g) | 배출량비율(%) | 배출횟수 | 배출횟수비율(%) | |
---|---|---|---|---|---|---|
배출일 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.092 |
배출요일 | 0.000 | 1.000 | 0.774 | 0.812 | 0.761 | 0.758 |
배출량(g) | 0.000 | 0.774 | 1.000 | 0.988 | 0.756 | 0.738 |
배출량비율(%) | 0.000 | 0.812 | 0.988 | 1.000 | 0.845 | 0.895 |
배출횟수 | 0.000 | 0.761 | 0.756 | 0.845 | 1.000 | 1.000 |
배출횟수비율(%) | 0.092 | 0.758 | 0.738 | 0.895 | 1.000 | 1.000 |
배출일 | 배출요일 | 배출량(g) | 배출량비율(%) | 배출횟수 | 배출횟수비율(%) | |
---|---|---|---|---|---|---|
배출일 | 1.000 | -0.023 | -0.096 | -0.095 | 0.148 | 0.149 |
배출요일 | -0.023 | 1.000 | -0.813 | -0.813 | -0.763 | -0.763 |
배출량(g) | -0.096 | -0.813 | 1.000 | 0.999 | 0.893 | 0.893 |
배출량비율(%) | -0.095 | -0.813 | 0.999 | 1.000 | 0.892 | 0.892 |
배출횟수 | 0.148 | -0.763 | 0.893 | 0.892 | 1.000 | 1.000 |
배출횟수비율(%) | 0.149 | -0.763 | 0.893 | 0.892 | 1.000 | 1.000 |
배출년도 | 배출월 | 배출일 | 배출요일 | 배출량(g) | 배출량비율(%) | 배출횟수 | 배출횟수비율(%) | |
---|---|---|---|---|---|---|---|---|
0 | 2021 | 3 | 1 | 2 | 2255810171 | 3.18 | 1113602 | 2.79 |
1 | 2021 | 3 | 2 | 3 | 2781919667 | 3.93 | 1456875 | 3.65 |
2 | 2021 | 3 | 3 | 4 | 2303120410 | 3.25 | 1276746 | 3.2 |
3 | 2021 | 3 | 4 | 5 | 2062474693 | 2.91 | 1181760 | 2.96 |
4 | 2021 | 3 | 5 | 6 | 2177841115 | 3.07 | 1238644 | 3.11 |
5 | 2021 | 3 | 6 | 7 | 2129691825 | 3.01 | 1189641 | 2.98 |
6 | 2021 | 3 | 7 | 1 | 2746603215 | 3.88 | 1552814 | 3.89 |
7 | 2021 | 3 | 8 | 2 | 2547892931 | 3.6 | 1349516 | 3.38 |
8 | 2021 | 3 | 9 | 3 | 2216623594 | 3.13 | 1242979 | 3.12 |
9 | 2021 | 3 | 10 | 4 | 2155658630 | 3.04 | 1256481 | 3.15 |
배출년도 | 배출월 | 배출일 | 배출요일 | 배출량(g) | 배출량비율(%) | 배출횟수 | 배출횟수비율(%) | |
---|---|---|---|---|---|---|---|---|
21 | 2021 | 3 | 22 | 2 | 2520062949 | 3.56 | 1350348 | 3.39 |
22 | 2021 | 3 | 23 | 3 | 2234336558 | 3.15 | 1268571 | 3.18 |
23 | 2021 | 3 | 24 | 4 | 2437535690 | 3.44 | 1267427 | 3.18 |
24 | 2021 | 3 | 25 | 5 | 2101288631 | 2.96 | 1263643 | 3.17 |
25 | 2021 | 3 | 26 | 6 | 2075601425 | 2.93 | 1232719 | 3.09 |
26 | 2021 | 3 | 27 | 7 | 1808241169 | 2.55 | 1025377 | 2.57 |
27 | 2021 | 3 | 28 | 1 | 2542071861 | 3.59 | 1439531 | 3.61 |
28 | 2021 | 3 | 29 | 2 | 2566191045 | 3.62 | 1369813 | 3.43 |
29 | 2021 | 3 | 30 | 3 | 2279954532 | 3.22 | 1309353 | 3.28 |
30 | 2021 | 3 | 31 | 4 | 2160140037 | 3.05 | 1296882 | 3.25 |