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 |
배출시 has 1 (4.2%) zeros | Zeros |
Reproduction
Analysis started | 2023-12-10 11:59:41.886291 |
---|---|
Analysis finished | 2023-12-10 11:59:45.642714 |
Duration | 3.76 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 |
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 | 24 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
6 | 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 | 3.4258934 × 109 |
Minimum | 1.385838 × 108 |
---|---|
Maximum | 7.151567 × 109 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 348.0 B |
Quantile statistics
Minimum | 1.385838 × 108 |
---|---|
5-th percentile | 2.3851389 × 108 |
Q1 | 2.033458 × 109 |
median | 3.8347701 × 109 |
Q3 | 4.3394672 × 109 |
95-th percentile | 6.3532497 × 109 |
Maximum | 7.151567 × 109 |
Range | 7.0129832 × 109 |
Interquartile range (IQR) | 2.3060092 × 109 |
Descriptive statistics
Standard deviation | 1.9788189 × 109 |
---|---|
Coefficient of variation (CV) | 0.57760669 |
Kurtosis | -0.52875381 |
Mean | 3.4258934 × 109 |
Median Absolute Deviation (MAD) | 9.1122953 × 108 |
Skewness | -0.22720358 |
Sum | 8.2221441 × 1010 |
Variance | 3.9157244 × 1018 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
1026834672 | 1 | 4.2% |
4063337035 | 1 | 4.2% |
2231570876 | 1 | 4.2% |
4102451914 | 1 | 4.2% |
6364696931 | 1 | 4.2% |
7151567043 | 1 | 4.2% |
6288381850 | 1 | 4.2% |
4833345903 | 1 | 4.2% |
4178301361 | 1 | 4.2% |
3982683302 | 1 | 4.2% |
Other values (14) | 14 |
Value | Count | Frequency (%) |
138583798 | 1 | |
211361477 | 1 | |
392377594 | 1 | |
405760767 | 1 | |
1026834672 | 1 | |
1439119311 | 1 | |
2231570876 | 1 | |
3079653694 | 1 | |
3520923398 | 1 | |
3523705249 | 1 |
Value | Count | Frequency (%) |
7151567043 | 1 | |
6364696931 | 1 | |
6288381850 | 1 | |
4927449312 | 1 | |
4833345903 | 1 | |
4658653268 | 1 | |
4233071813 | 1 | |
4178301361 | 1 | |
4102451914 | 1 | |
4063337035 | 1 |
배출량비율(%)
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 24 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 4.1670833 |
Minimum | 0.17 |
---|---|
Maximum | 8.7 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 348.0 B |
Quantile statistics
Minimum | 0.17 |
---|---|
5-th percentile | 0.293 |
Q1 | 2.47 |
median | 4.665 |
Q3 | 5.28 |
95-th percentile | 7.7265 |
Maximum | 8.7 |
Range | 8.53 |
Interquartile range (IQR) | 2.81 |
Descriptive statistics
Standard deviation | 2.4067089 |
---|---|
Coefficient of variation (CV) | 0.57755238 |
Kurtosis | -0.52872213 |
Mean | 4.1670833 |
Median Absolute Deviation (MAD) | 1.11 |
Skewness | -0.22659827 |
Sum | 100.01 |
Variance | 5.7922476 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
1.25 | 1 | 4.2% |
4.94 | 1 | 4.2% |
2.71 | 1 | 4.2% |
4.99 | 1 | 4.2% |
7.74 | 1 | 4.2% |
8.7 | 1 | 4.2% |
7.65 | 1 | 4.2% |
5.88 | 1 | 4.2% |
5.08 | 1 | 4.2% |
4.84 | 1 | 4.2% |
Other values (14) | 14 |
Value | Count | Frequency (%) |
0.17 | 1 | |
0.26 | 1 | |
0.48 | 1 | |
0.49 | 1 | |
1.25 | 1 | |
1.75 | 1 | |
2.71 | 1 | |
3.75 | 1 | |
4.28 | 1 | |
4.29 | 1 |
Value | Count | Frequency (%) |
8.7 | 1 | |
7.74 | 1 | |
7.65 | 1 | |
5.99 | 1 | |
5.88 | 1 | |
5.67 | 1 | |
5.15 | 1 | |
5.08 | 1 | |
4.99 | 1 | |
4.94 | 1 |
배출횟수
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 24 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 2033926.5 |
Minimum | 64717 |
---|---|
Maximum | 4477628 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 348.0 B |
Quantile statistics
Minimum | 64717 |
---|---|
5-th percentile | 98969.15 |
Q1 | 1106444 |
median | 2268482.5 |
Q3 | 2643027.8 |
95-th percentile | 4028072.1 |
Maximum | 4477628 |
Range | 4412911 |
Interquartile range (IQR) | 1536583.8 |
Descriptive statistics
Standard deviation | 1261299.2 |
---|---|
Coefficient of variation (CV) | 0.62013016 |
Kurtosis | -0.5989483 |
Mean | 2033926.5 |
Median Absolute Deviation (MAD) | 734475.5 |
Skewness | -0.064512816 |
Sum | 48814236 |
Variance | 1.5908756 × 1012 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
554388 | 1 | 4.2% |
2271089 | 1 | 4.2% |
1256352 | 1 | 4.2% |
2376556 | 1 | 4.2% |
3811827 | 1 | 4.2% |
4477628 | 1 | 4.2% |
4066233 | 1 | 4.2% |
3060284 | 1 | 4.2% |
2546539 | 1 | 4.2% |
2408159 | 1 | 4.2% |
Other values (14) | 14 |
Value | Count | Frequency (%) |
64717 | 1 | |
87503 | 1 | |
163944 | 1 | |
204074 | 1 | |
554388 | 1 | |
656720 | 1 | |
1256352 | 1 | |
1365678 | 1 | |
2146448 | 1 | |
2146752 | 1 |
Value | Count | Frequency (%) |
4477628 | 1 | |
4066233 | 1 | |
3811827 | 1 | |
3060284 | 1 | |
2945632 | 1 | |
2932494 | 1 | |
2546539 | 1 | |
2526115 | 1 | |
2408159 | 1 | |
2376556 | 1 |
배출횟수비율(%)
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 23 |
---|---|
Distinct (%) | 95.8% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 4.1666667 |
Minimum | 0.13 |
---|---|
Maximum | 9.17 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 348.0 B |
Quantile statistics
Minimum | 0.13 |
---|---|
5-th percentile | 0.204 |
Q1 | 2.265 |
median | 4.645 |
Q3 | 5.4175 |
95-th percentile | 8.252 |
Maximum | 9.17 |
Range | 9.04 |
Interquartile range (IQR) | 3.1525 |
Descriptive statistics
Standard deviation | 2.5829132 |
---|---|
Coefficient of variation (CV) | 0.61989917 |
Kurtosis | -0.59842452 |
Mean | 4.1666667 |
Median Absolute Deviation (MAD) | 1.505 |
Skewness | -0.064036318 |
Sum | 100 |
Variance | 6.6714406 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
4.4 | 2 | 8.3% |
1.14 | 1 | 4.2% |
4.65 | 1 | 4.2% |
2.57 | 1 | 4.2% |
4.87 | 1 | 4.2% |
7.81 | 1 | 4.2% |
9.17 | 1 | 4.2% |
8.33 | 1 | 4.2% |
6.27 | 1 | 4.2% |
5.22 | 1 | 4.2% |
Other values (13) | 13 |
Value | Count | Frequency (%) |
0.13 | 1 | |
0.18 | 1 | |
0.34 | 1 | |
0.42 | 1 | |
1.14 | 1 | |
1.35 | 1 | |
2.57 | 1 | |
2.8 | 1 | |
4.4 | 2 | |
4.49 | 1 |
Value | Count | Frequency (%) |
9.17 | 1 | |
8.33 | 1 | |
7.81 | 1 | |
6.27 | 1 | |
6.03 | 1 | |
6.01 | 1 | |
5.22 | 1 | |
5.17 | 1 | |
4.93 | 1 | |
4.87 | 1 |
배출시 | 배출량(g) | 배출량비율(%) | 배출횟수 | 배출횟수비율(%) | |
---|---|---|---|---|---|
배출시 | 1.000 | 0.587 | 0.648 | 0.746 | 0.729 |
배출량(g) | 0.587 | 1.000 | 1.000 | 0.980 | 0.983 |
배출량비율(%) | 0.648 | 1.000 | 1.000 | 0.980 | 0.983 |
배출횟수 | 0.746 | 0.980 | 0.980 | 1.000 | 1.000 |
배출횟수비율(%) | 0.729 | 0.983 | 0.983 | 1.000 | 1.000 |
배출시 | 배출량(g) | 배출량비율(%) | 배출횟수 | 배출횟수비율(%) | |
---|---|---|---|---|---|
배출시 | 1.000 | 0.676 | 0.676 | 0.690 | 0.692 |
배출량(g) | 0.676 | 1.000 | 1.000 | 0.984 | 0.986 |
배출량비율(%) | 0.676 | 1.000 | 1.000 | 0.984 | 0.986 |
배출횟수 | 0.690 | 0.984 | 0.984 | 1.000 | 1.000 |
배출횟수비율(%) | 0.692 | 0.986 | 0.986 | 1.000 | 1.000 |
배출년도 | 배출월 | 배출시 | 배출량(g) | 배출량비율(%) | 배출횟수 | 배출횟수비율(%) | |
---|---|---|---|---|---|---|---|
0 | 2021 | 6 | 0 | 1026834672 | 1.25 | 554388 | 1.14 |
1 | 2021 | 6 | 1 | 405760767 | 0.49 | 204074 | 0.42 |
2 | 2021 | 6 | 2 | 211361477 | 0.26 | 87503 | 0.18 |
3 | 2021 | 6 | 3 | 138583798 | 0.17 | 64717 | 0.13 |
4 | 2021 | 6 | 4 | 392377594 | 0.48 | 163944 | 0.34 |
5 | 2021 | 6 | 5 | 1439119311 | 1.75 | 656720 | 1.35 |
6 | 2021 | 6 | 6 | 3079653694 | 3.75 | 1365678 | 2.8 |
7 | 2021 | 6 | 7 | 3838653425 | 4.67 | 2265876 | 4.64 |
8 | 2021 | 6 | 8 | 4658653268 | 5.67 | 2932494 | 6.01 |
9 | 2021 | 6 | 9 | 4927449312 | 5.99 | 2945632 | 6.03 |
배출년도 | 배출월 | 배출시 | 배출량(g) | 배출량비율(%) | 배출횟수 | 배출횟수비율(%) | |
---|---|---|---|---|---|---|---|
14 | 2021 | 6 | 14 | 3830886684 | 4.66 | 2146448 | 4.4 |
15 | 2021 | 6 | 15 | 3798070148 | 4.62 | 2285698 | 4.68 |
16 | 2021 | 6 | 16 | 3982683302 | 4.84 | 2408159 | 4.93 |
17 | 2021 | 6 | 17 | 4178301361 | 5.08 | 2546539 | 5.22 |
18 | 2021 | 6 | 18 | 4833345903 | 5.88 | 3060284 | 6.27 |
19 | 2021 | 6 | 19 | 6288381850 | 7.65 | 4066233 | 8.33 |
20 | 2021 | 6 | 20 | 7151567043 | 8.7 | 4477628 | 9.17 |
21 | 2021 | 6 | 21 | 6364696931 | 7.74 | 3811827 | 7.81 |
22 | 2021 | 6 | 22 | 4102451914 | 4.99 | 2376556 | 4.87 |
23 | 2021 | 6 | 23 | 2231570876 | 2.71 | 1256352 | 2.57 |