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 12:27:38.076504 |
---|---|
Analysis finished | 2023-12-10 12:27:45.446156 |
Duration | 7.37 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 |
5 |
---|
Length
Max length | 1 |
---|---|
Median length | 1 |
Mean length | 1 |
Min length | 1 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 5 |
---|---|
2nd row | 5 |
3rd row | 5 |
4th row | 5 |
5th row | 5 |
Common Values
Value | Count | Frequency (%) |
5 | 31 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
5 | 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 | 3.9354839 |
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 | 6 |
95-th percentile | 7 |
Maximum | 7 |
Range | 6 |
Interquartile range (IQR) | 4 |
Descriptive statistics
Standard deviation | 2.1124312 |
---|---|
Coefficient of variation (CV) | 0.53676531 |
Kurtosis | -1.3551659 |
Mean | 3.9354839 |
Median Absolute Deviation (MAD) | 2 |
Skewness | 0.06773365 |
Sum | 122 |
Variance | 4.4623656 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
7 | 5 | |
1 | 5 | |
2 | 5 | |
3 | 4 | |
4 | 4 | |
5 | 4 | |
6 | 4 |
Value | Count | Frequency (%) |
1 | 5 | |
2 | 5 | |
3 | 4 | |
4 | 4 | |
5 | 4 | |
6 | 4 | |
7 | 5 |
Value | Count | Frequency (%) |
7 | 5 | |
6 | 4 | |
5 | 4 | |
4 | 4 | |
3 | 4 | |
2 | 5 | |
1 | 5 |
배출량(g)
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 31 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 2.5186618 × 109 |
Minimum | 1.9034382 × 109 |
---|---|
Maximum | 3.0321528 × 109 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 411.0 B |
Quantile statistics
Minimum | 1.9034382 × 109 |
---|---|
5-th percentile | 2.147022 × 109 |
Q1 | 2.3676476 × 109 |
median | 2.4560643 × 109 |
Q3 | 2.710326 × 109 |
95-th percentile | 2.9576337 × 109 |
Maximum | 3.0321528 × 109 |
Range | 1.1287146 × 109 |
Interquartile range (IQR) | 3.4267836 × 108 |
Descriptive statistics
Standard deviation | 2.7412421 × 108 |
---|---|
Coefficient of variation (CV) | 0.10883724 |
Kurtosis | -0.38473401 |
Mean | 2.5186618 × 109 |
Median Absolute Deviation (MAD) | 1.8549513 × 108 |
Skewness | 0.091208457 |
Sum | 7.8078517 × 1010 |
Variance | 7.514408 × 1016 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
2101030627 | 1 | 3.2% |
2761474190 | 1 | 3.2% |
2876286206 | 1 | 3.2% |
2915426268 | 1 | 3.2% |
2486935241 | 1 | 3.2% |
2250663530 | 1 | 3.2% |
2270569124 | 1 | 3.2% |
2385824989 | 1 | 3.2% |
2358527636 | 1 | 3.2% |
2824136646 | 1 | 3.2% |
Other values (21) | 21 |
Value | Count | Frequency (%) |
1903438225 | 1 | |
2101030627 | 1 | |
2193013326 | 1 | |
2250663530 | 1 | |
2260110513 | 1 | |
2270569124 | 1 | |
2275925575 | 1 | |
2358527636 | 1 | |
2376767619 | 1 | |
2383018688 | 1 |
Value | Count | Frequency (%) |
3032152775 | 1 | |
2999841191 | 1 | |
2915426268 | 1 | |
2911096700 | 1 | |
2876286206 | 1 | |
2824136646 | 1 | |
2761474190 | 1 | |
2726206136 | 1 | |
2694445846 | 1 | |
2652413318 | 1 |
배출량비율(%)
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 28 |
---|---|
Distinct (%) | 90.3% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 3.2254839 |
Minimum | 2.44 |
---|---|
Maximum | 3.88 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 411.0 B |
Quantile statistics
Minimum | 2.44 |
---|---|
5-th percentile | 2.75 |
Q1 | 3.03 |
median | 3.15 |
Q3 | 3.47 |
95-th percentile | 3.785 |
Maximum | 3.88 |
Range | 1.44 |
Interquartile range (IQR) | 0.44 |
Descriptive statistics
Standard deviation | 0.35091156 |
---|---|
Coefficient of variation (CV) | 0.10879346 |
Kurtosis | -0.40509065 |
Mean | 3.2254839 |
Median Absolute Deviation (MAD) | 0.24 |
Skewness | 0.087033517 |
Sum | 99.99 |
Variance | 0.12313892 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
3.05 | 2 | 6.5% |
3.73 | 2 | 6.5% |
2.91 | 2 | 6.5% |
2.69 | 1 | 3.2% |
3.27 | 1 | 3.2% |
3.68 | 1 | 3.2% |
3.19 | 1 | 3.2% |
2.88 | 1 | 3.2% |
3.06 | 1 | 3.2% |
3.02 | 1 | 3.2% |
Other values (18) | 18 |
Value | Count | Frequency (%) |
2.44 | 1 | |
2.69 | 1 | |
2.81 | 1 | |
2.88 | 1 | |
2.89 | 1 | |
2.91 | 2 | |
3.02 | 1 | |
3.04 | 1 | |
3.05 | 2 | |
3.06 | 1 |
Value | Count | Frequency (%) |
3.88 | 1 | |
3.84 | 1 | |
3.73 | 2 | |
3.68 | 1 | |
3.62 | 1 | |
3.54 | 1 | |
3.49 | 1 | |
3.45 | 1 | |
3.4 | 1 | |
3.36 | 1 |
배출횟수
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 31 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 1459265.1 |
Minimum | 1082913 |
---|---|
Maximum | 1768381 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 411.0 B |
Quantile statistics
Minimum | 1082913 |
---|---|
5-th percentile | 1264216 |
Q1 | 1381208 |
median | 1448660 |
Q3 | 1573337 |
95-th percentile | 1691042 |
Maximum | 1768381 |
Range | 685468 |
Interquartile range (IQR) | 192129 |
Descriptive statistics
Standard deviation | 144679.44 |
---|---|
Coefficient of variation (CV) | 0.099145414 |
Kurtosis | 0.57944559 |
Mean | 1459265.1 |
Median Absolute Deviation (MAD) | 75354 |
Skewness | -0.10342455 |
Sum | 45237218 |
Variance | 2.0932141 × 1010 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
1243439 | 1 | 3.2% |
1627392 | 1 | 3.2% |
1588154 | 1 | 3.2% |
1699753 | 1 | 3.2% |
1448660 | 1 | 3.2% |
1345248 | 1 | 3.2% |
1388315 | 1 | 3.2% |
1471088 | 1 | 3.2% |
1373306 | 1 | 3.2% |
1565836 | 1 | 3.2% |
Other values (21) | 21 |
Value | Count | Frequency (%) |
1082913 | 1 | |
1243439 | 1 | |
1284993 | 1 | |
1288740 | 1 | |
1322317 | 1 | |
1345248 | 1 | |
1373306 | 1 | |
1374101 | 1 | |
1388315 | 1 | |
1391261 | 1 |
Value | Count | Frequency (%) |
1768381 | 1 | |
1699753 | 1 | |
1682331 | 1 | |
1627392 | 1 | |
1617589 | 1 | |
1593402 | 1 | |
1588154 | 1 | |
1580838 | 1 | |
1565836 | 1 | |
1507982 | 1 |
배출횟수비율(%)
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 28 |
---|---|
Distinct (%) | 90.3% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 3.226129 |
Minimum | 2.39 |
---|---|
Maximum | 3.91 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 411.0 B |
Quantile statistics
Minimum | 2.39 |
---|---|
5-th percentile | 2.795 |
Q1 | 3.055 |
median | 3.2 |
Q3 | 3.475 |
95-th percentile | 3.74 |
Maximum | 3.91 |
Range | 1.52 |
Interquartile range (IQR) | 0.42 |
Descriptive statistics
Standard deviation | 0.32018409 |
---|---|
Coefficient of variation (CV) | 0.099247142 |
Kurtosis | 0.61010389 |
Mean | 3.226129 |
Median Absolute Deviation (MAD) | 0.16 |
Skewness | -0.10906388 |
Sum | 100.01 |
Variance | 0.10251785 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
3.22 | 2 | 6.5% |
3.04 | 2 | 6.5% |
3.19 | 2 | 6.5% |
2.75 | 1 | 3.2% |
3.52 | 1 | 3.2% |
3.51 | 1 | 3.2% |
3.76 | 1 | 3.2% |
3.2 | 1 | 3.2% |
2.97 | 1 | 3.2% |
3.07 | 1 | 3.2% |
Other values (18) | 18 |
Value | Count | Frequency (%) |
2.39 | 1 | |
2.75 | 1 | |
2.84 | 1 | |
2.85 | 1 | |
2.92 | 1 | |
2.97 | 1 | |
3.04 | 2 | |
3.07 | 1 | |
3.08 | 1 | |
3.13 | 1 |
Value | Count | Frequency (%) |
3.91 | 1 | |
3.76 | 1 | |
3.72 | 1 | |
3.6 | 1 | |
3.58 | 1 | |
3.52 | 1 | |
3.51 | 1 | |
3.49 | 1 | |
3.46 | 1 | |
3.33 | 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 | 0.347 | 0.405 | 0.324 | 0.359 |
배출량(g) | 0.000 | 0.347 | 1.000 | 1.000 | 0.839 | 0.797 |
배출량비율(%) | 0.000 | 0.405 | 1.000 | 1.000 | 0.839 | 0.854 |
배출횟수 | 0.000 | 0.324 | 0.839 | 0.839 | 1.000 | 0.998 |
배출횟수비율(%) | 0.000 | 0.359 | 0.797 | 0.854 | 0.998 | 1.000 |
배출일 | 배출요일 | 배출량(g) | 배출량비율(%) | 배출횟수 | 배출횟수비율(%) | |
---|---|---|---|---|---|---|
배출일 | 1.000 | -0.010 | 0.177 | 0.175 | 0.239 | 0.240 |
배출요일 | -0.010 | 1.000 | -0.676 | -0.679 | -0.619 | -0.623 |
배출량(g) | 0.177 | -0.676 | 1.000 | 1.000 | 0.926 | 0.925 |
배출량비율(%) | 0.175 | -0.679 | 1.000 | 1.000 | 0.928 | 0.927 |
배출횟수 | 0.239 | -0.619 | 0.926 | 0.928 | 1.000 | 1.000 |
배출횟수비율(%) | 0.240 | -0.623 | 0.925 | 0.927 | 1.000 | 1.000 |
배출년도 | 배출월 | 배출일 | 배출요일 | 배출량(g) | 배출량비율(%) | 배출횟수 | 배출횟수비율(%) | |
---|---|---|---|---|---|---|---|---|
0 | 2021 | 5 | 1 | 7 | 2101030627 | 2.69 | 1243439 | 2.75 |
1 | 2021 | 5 | 2 | 1 | 2761474190 | 3.54 | 1627392 | 3.6 |
2 | 2021 | 5 | 3 | 2 | 2652413318 | 3.4 | 1456390 | 3.22 |
3 | 2021 | 5 | 4 | 3 | 1903438225 | 2.44 | 1082913 | 2.39 |
4 | 2021 | 5 | 5 | 4 | 2694445846 | 3.45 | 1580838 | 3.49 |
5 | 2021 | 5 | 6 | 5 | 2456064251 | 3.15 | 1433037 | 3.17 |
6 | 2021 | 5 | 7 | 6 | 2193013326 | 2.81 | 1284993 | 2.84 |
7 | 2021 | 5 | 8 | 7 | 2383094228 | 3.05 | 1374101 | 3.04 |
8 | 2021 | 5 | 9 | 1 | 2911096700 | 3.73 | 1682331 | 3.72 |
9 | 2021 | 5 | 10 | 2 | 2560704063 | 3.28 | 1391261 | 3.08 |
배출년도 | 배출월 | 배출일 | 배출요일 | 배출량(g) | 배출량비율(%) | 배출횟수 | 배출횟수비율(%) | |
---|---|---|---|---|---|---|---|---|
21 | 2021 | 5 | 22 | 7 | 2608207438 | 3.34 | 1507982 | 3.33 |
22 | 2021 | 5 | 23 | 1 | 3032152775 | 3.88 | 1768381 | 3.91 |
23 | 2021 | 5 | 24 | 2 | 2824136646 | 3.62 | 1565836 | 3.46 |
24 | 2021 | 5 | 25 | 3 | 2358527636 | 3.02 | 1373306 | 3.04 |
25 | 2021 | 5 | 26 | 4 | 2385824989 | 3.06 | 1471088 | 3.25 |
26 | 2021 | 5 | 27 | 5 | 2270569124 | 2.91 | 1388315 | 3.07 |
27 | 2021 | 5 | 28 | 6 | 2250663530 | 2.88 | 1345248 | 2.97 |
28 | 2021 | 5 | 29 | 7 | 2486935241 | 3.19 | 1448660 | 3.2 |
29 | 2021 | 5 | 30 | 1 | 2915426268 | 3.73 | 1699753 | 3.76 |
30 | 2021 | 5 | 31 | 2 | 2876286206 | 3.68 | 1588154 | 3.51 |