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 |
배출횟수 has unique values | Unique |
배출시 has 1 (4.2%) zeros | Zeros |
Reproduction
Analysis started | 2023-12-10 11:59:49.028571 |
---|---|
Analysis finished | 2023-12-10 11:59:52.838837 |
Duration | 3.81 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 |
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 | 24 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
5 | 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 | 3.2532716 × 109 |
Minimum | 1.3831751 × 108 |
---|---|
Maximum | 6.4299067 × 109 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 348.0 B |
Quantile statistics
Minimum | 1.3831751 × 108 |
---|---|
5-th percentile | 2.2942363 × 108 |
Q1 | 1.7099007 × 109 |
median | 3.8152276 × 109 |
Q3 | 4.2252731 × 109 |
95-th percentile | 5.9392904 × 109 |
Maximum | 6.4299067 × 109 |
Range | 6.2915892 × 109 |
Interquartile range (IQR) | 2.5153725 × 109 |
Descriptive statistics
Standard deviation | 1.8769237 × 109 |
---|---|
Coefficient of variation (CV) | 0.57693422 |
Kurtosis | -0.79946728 |
Mean | 3.2532716 × 109 |
Median Absolute Deviation (MAD) | 8.3571072 × 108 |
Skewness | -0.41317487 |
Sum | 7.8078519 × 1010 |
Variance | 3.5228427 × 1018 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
899748504 | 1 | 4.2% |
4193839655 | 1 | 4.2% |
1912668361 | 1 | 4.2% |
3470077285 | 1 | 4.2% |
5561454859 | 1 | 4.2% |
6429906711 | 1 | 4.2% |
6005967239 | 1 | 4.2% |
4727324575 | 1 | 4.2% |
4187303517 | 1 | 4.2% |
4041563200 | 1 | 4.2% |
Other values (14) | 14 |
Value | Count | Frequency (%) |
138317511 | 1 | |
216468099 | 1 | |
302838327 | 1 | |
372670578 | 1 | |
899748504 | 1 | |
1101597536 | 1 | |
1912668361 | 1 | |
2679748855 | 1 | |
3415354508 | 1 | |
3470077285 | 1 |
Value | Count | Frequency (%) |
6429906711 | 1 | |
6005967239 | 1 | |
5561454859 | 1 | |
4727324575 | 1 | |
4574552089 | 1 | |
4319573590 | 1 | |
4193839655 | 1 | |
4187303517 | 1 | |
4183717184 | 1 | |
4041563200 | 1 |
배출량비율(%)
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 22 |
---|---|
Distinct (%) | 91.7% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 4.16625 |
Minimum | 0.18 |
---|---|
Maximum | 8.24 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 348.0 B |
Quantile statistics
Minimum | 0.18 |
---|---|
5-th percentile | 0.2965 |
Q1 | 2.19 |
median | 4.885 |
Q3 | 5.41 |
95-th percentile | 7.6045 |
Maximum | 8.24 |
Range | 8.06 |
Interquartile range (IQR) | 3.22 |
Descriptive statistics
Standard deviation | 2.4032022 |
---|---|
Coefficient of variation (CV) | 0.57682622 |
Kurtosis | -0.79941035 |
Mean | 4.16625 |
Median Absolute Deviation (MAD) | 1.07 |
Skewness | -0.41157917 |
Sum | 99.99 |
Variance | 5.775381 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
4.74 | 2 | 8.3% |
5.36 | 2 | 8.3% |
5.37 | 1 | 4.2% |
2.45 | 1 | 4.2% |
4.44 | 1 | 4.2% |
7.12 | 1 | 4.2% |
8.24 | 1 | 4.2% |
7.69 | 1 | 4.2% |
6.05 | 1 | 4.2% |
5.18 | 1 | 4.2% |
Other values (12) | 12 |
Value | Count | Frequency (%) |
0.18 | 1 | |
0.28 | 1 | |
0.39 | 1 | |
0.48 | 1 | |
1.15 | 1 | |
1.41 | 1 | |
2.45 | 1 | |
3.43 | 1 | |
4.37 | 1 | |
4.44 | 1 |
Value | Count | Frequency (%) |
8.24 | 1 | |
7.69 | 1 | |
7.12 | 1 | |
6.05 | 1 | |
5.86 | 1 | |
5.53 | 1 | |
5.37 | 1 | |
5.36 | 2 | |
5.18 | 1 | |
5.14 | 1 |
배출횟수
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 24 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 1884884.1 |
Minimum | 57512 |
---|---|
Maximum | 3886883 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 348.0 B |
Quantile statistics
Minimum | 57512 |
---|---|
5-th percentile | 88157.35 |
Q1 | 910512.25 |
median | 2267918 |
Q3 | 2517340.8 |
95-th percentile | 3663029.4 |
Maximum | 3886883 |
Range | 3829371 |
Interquartile range (IQR) | 1606828.5 |
Descriptive statistics
Standard deviation | 1162537.2 |
---|---|
Coefficient of variation (CV) | 0.61676855 |
Kurtosis | -0.90629841 |
Mean | 1884884.1 |
Median Absolute Deviation (MAD) | 528418 |
Skewness | -0.28199514 |
Sum | 45237219 |
Variance | 1.3514928 × 1012 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
476090 | 1 | 4.2% |
2386782 | 1 | 4.2% |
1054377 | 1 | 4.2% |
1964390 | 1 | 4.2% |
3242299 | 1 | 4.2% |
3886883 | 1 | 4.2% |
3737276 | 1 | 4.2% |
2888253 | 1 | 4.2% |
2477087 | 1 | 4.2% |
2388173 | 1 | 4.2% |
Other values (14) | 14 |
Value | Count | Frequency (%) |
57512 | 1 | |
81310 | 1 | |
126959 | 1 | |
179763 | 1 | |
476090 | 1 | |
478918 | 1 | |
1054377 | 1 | |
1100336 | 1 | |
1883395 | 1 | |
1964390 | 1 |
Value | Count | Frequency (%) |
3886883 | 1 | |
3737276 | 1 | |
3242299 | 1 | |
2888253 | 1 | |
2704419 | 1 | |
2518735 | 1 | |
2516876 | 1 | |
2477087 | 1 | |
2388173 | 1 | |
2386782 | 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 | 8.59 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 348.0 B |
Quantile statistics
Minimum | 0.13 |
---|---|
5-th percentile | 0.195 |
Q1 | 2.0125 |
median | 5.015 |
Q3 | 5.5625 |
95-th percentile | 8.0965 |
Maximum | 8.59 |
Range | 8.46 |
Interquartile range (IQR) | 3.55 |
Descriptive statistics
Standard deviation | 2.5695858 |
---|---|
Coefficient of variation (CV) | 0.61670058 |
Kurtosis | -0.90781506 |
Mean | 4.1666667 |
Median Absolute Deviation (MAD) | 1.165 |
Skewness | -0.28203378 |
Sum | 100 |
Variance | 6.602771 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
5.28 | 2 | 8.3% |
1.05 | 1 | 4.2% |
0.4 | 1 | 4.2% |
2.33 | 1 | 4.2% |
4.34 | 1 | 4.2% |
7.17 | 1 | 4.2% |
8.59 | 1 | 4.2% |
8.26 | 1 | 4.2% |
6.38 | 1 | 4.2% |
5.48 | 1 | 4.2% |
Other values (13) | 13 |
Value | Count | Frequency (%) |
0.13 | 1 | |
0.18 | 1 | |
0.28 | 1 | |
0.4 | 1 | |
1.05 | 1 | |
1.06 | 1 | |
2.33 | 1 | |
2.43 | 1 | |
4.16 | 1 | |
4.34 | 1 |
Value | Count | Frequency (%) |
8.59 | 1 | |
8.26 | 1 | |
7.17 | 1 | |
6.38 | 1 | |
5.98 | 1 | |
5.57 | 1 | |
5.56 | 1 | |
5.48 | 1 | |
5.28 | 2 | |
5.14 | 1 |
배출시 | 배출량(g) | 배출량비율(%) | 배출횟수 | 배출횟수비율(%) | |
---|---|---|---|---|---|
배출시 | 1.000 | 0.681 | 0.721 | 0.682 | 0.722 |
배출량(g) | 0.681 | 1.000 | 1.000 | 0.985 | 0.985 |
배출량비율(%) | 0.721 | 1.000 | 1.000 | 0.985 | 0.986 |
배출횟수 | 0.682 | 0.985 | 0.985 | 1.000 | 1.000 |
배출횟수비율(%) | 0.722 | 0.985 | 0.986 | 1.000 | 1.000 |
배출시 | 배출량(g) | 배출량비율(%) | 배출횟수 | 배출횟수비율(%) | |
---|---|---|---|---|---|
배출시 | 1.000 | 0.669 | 0.665 | 0.663 | 0.662 |
배출량(g) | 0.669 | 1.000 | 1.000 | 0.993 | 0.995 |
배출량비율(%) | 0.665 | 1.000 | 1.000 | 0.993 | 0.995 |
배출횟수 | 0.663 | 0.993 | 0.993 | 1.000 | 1.000 |
배출횟수비율(%) | 0.662 | 0.995 | 0.995 | 1.000 | 1.000 |
배출년도 | 배출월 | 배출시 | 배출량(g) | 배출량비율(%) | 배출횟수 | 배출횟수비율(%) | |
---|---|---|---|---|---|---|---|
0 | 2021 | 5 | 0 | 899748504 | 1.15 | 476090 | 1.05 |
1 | 2021 | 5 | 1 | 372670578 | 0.48 | 179763 | 0.4 |
2 | 2021 | 5 | 2 | 216468099 | 0.28 | 81310 | 0.18 |
3 | 2021 | 5 | 3 | 138317511 | 0.18 | 57512 | 0.13 |
4 | 2021 | 5 | 4 | 302838327 | 0.39 | 126959 | 0.28 |
5 | 2021 | 5 | 5 | 1101597536 | 1.41 | 478918 | 1.06 |
6 | 2021 | 5 | 6 | 2679748855 | 3.43 | 1100336 | 2.43 |
7 | 2021 | 5 | 7 | 3415354508 | 4.37 | 1883395 | 4.16 |
8 | 2021 | 5 | 8 | 4183717184 | 5.36 | 2516876 | 5.56 |
9 | 2021 | 5 | 9 | 4574552089 | 5.86 | 2704419 | 5.98 |
배출년도 | 배출월 | 배출시 | 배출량(g) | 배출량비율(%) | 배출횟수 | 배출횟수비율(%) | |
---|---|---|---|---|---|---|---|
14 | 2021 | 5 | 14 | 4013271417 | 5.14 | 2269635 | 5.02 |
15 | 2021 | 5 | 15 | 3925740695 | 5.03 | 2325650 | 5.14 |
16 | 2021 | 5 | 16 | 4041563200 | 5.18 | 2388173 | 5.28 |
17 | 2021 | 5 | 17 | 4187303517 | 5.36 | 2477087 | 5.48 |
18 | 2021 | 5 | 18 | 4727324575 | 6.05 | 2888253 | 6.38 |
19 | 2021 | 5 | 19 | 6005967239 | 7.69 | 3737276 | 8.26 |
20 | 2021 | 5 | 20 | 6429906711 | 8.24 | 3886883 | 8.59 |
21 | 2021 | 5 | 21 | 5561454859 | 7.12 | 3242299 | 7.17 |
22 | 2021 | 5 | 22 | 3470077285 | 4.44 | 1964390 | 4.34 |
23 | 2021 | 5 | 23 | 1912668361 | 2.45 | 1054377 | 2.33 |