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 1 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 배출량(g) and 2 other fields | High correlation |
배출횟수비율(%) is highly overall correlated with 배출량(g) and 2 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 12:28:17.598088 |
---|---|
Analysis finished | 2023-12-10 12:28:25.043315 |
Duration | 7.45 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 |
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 | 31 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
1 | 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 | 4.0645161 |
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) | 0.51972514 |
Kurtosis | -1.3551659 |
Mean | 4.0645161 |
Median Absolute Deviation (MAD) | 2 |
Skewness | -0.06773365 |
Sum | 126 |
Variance | 4.4623656 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
6 | 5 | |
7 | 5 | |
1 | 5 | |
2 | 4 | |
3 | 4 | |
4 | 4 | |
5 | 4 |
Value | Count | Frequency (%) |
1 | 5 | |
2 | 4 | |
3 | 4 | |
4 | 4 | |
5 | 4 | |
6 | 5 | |
7 | 5 |
Value | Count | Frequency (%) |
7 | 5 | |
6 | 5 | |
5 | 4 | |
4 | 4 | |
3 | 4 | |
2 | 4 | |
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 | 2.3311209 × 109 |
Minimum | 1.7469065 × 109 |
---|---|
Maximum | 2.8819995 × 109 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 411.0 B |
Quantile statistics
Minimum | 1.7469065 × 109 |
---|---|
5-th percentile | 1.9200371 × 109 |
Q1 | 2.1808981 × 109 |
median | 2.2579061 × 109 |
Q3 | 2.5435898 × 109 |
95-th percentile | 2.8114412 × 109 |
Maximum | 2.8819995 × 109 |
Range | 1.135093 × 109 |
Interquartile range (IQR) | 3.6269177 × 108 |
Descriptive statistics
Standard deviation | 2.8848112 × 108 |
---|---|
Coefficient of variation (CV) | 0.12375211 |
Kurtosis | -0.48246098 |
Mean | 2.3311209 × 109 |
Median Absolute Deviation (MAD) | 1.3392523 × 108 |
Skewness | 0.22683673 |
Sum | 7.2264748 × 1010 |
Variance | 8.3221359 × 1016 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
2439103421 | 1 | 3.2% |
2610734555 | 1 | 3.2% |
2797856536 | 1 | 3.2% |
2309425457 | 1 | 3.2% |
1983222660 | 1 | 3.2% |
1968804373 | 1 | 3.2% |
2371685165 | 1 | 3.2% |
2134008103 | 1 | 3.2% |
2651548588 | 1 | 3.2% |
2881999478 | 1 | 3.2% |
Other values (21) | 21 |
Value | Count | Frequency (%) |
1746906518 | 1 | |
1871269833 | 1 | |
1968804373 | 1 | |
1983222660 | 1 | |
2020019040 | 1 | |
2123980843 | 1 | |
2134008103 | 1 | |
2169254452 | 1 | |
2192541690 | 1 | |
2195682840 | 1 |
Value | Count | Frequency (%) |
2881999478 | 1 | |
2825025850 | 1 | |
2797856536 | 1 | |
2756909312 | 1 | |
2705378392 | 1 | |
2651548588 | 1 | |
2617857288 | 1 | |
2610734555 | 1 | |
2476445126 | 1 | |
2439103421 | 1 |
배출량비율(%)
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 29 |
---|---|
Distinct (%) | 93.5% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 3.2258065 |
Minimum | 2.42 |
---|---|
Maximum | 3.99 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 411.0 B |
Quantile statistics
Minimum | 2.42 |
---|---|
5-th percentile | 2.655 |
Q1 | 3.015 |
median | 3.12 |
Q3 | 3.52 |
95-th percentile | 3.89 |
Maximum | 3.99 |
Range | 1.57 |
Interquartile range (IQR) | 0.505 |
Descriptive statistics
Standard deviation | 0.39946443 |
---|---|
Coefficient of variation (CV) | 0.12383397 |
Kurtosis | -0.48861258 |
Mean | 3.2258065 |
Median Absolute Deviation (MAD) | 0.18 |
Skewness | 0.22852216 |
Sum | 100 |
Variance | 0.15957183 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
3.2 | 2 | 6.5% |
3.07 | 2 | 6.5% |
3.38 | 1 | 3.2% |
3.74 | 1 | 3.2% |
3.87 | 1 | 3.2% |
2.74 | 1 | 3.2% |
2.72 | 1 | 3.2% |
3.28 | 1 | 3.2% |
2.95 | 1 | 3.2% |
3.67 | 1 | 3.2% |
Other values (19) | 19 |
Value | Count | Frequency (%) |
2.42 | 1 | |
2.59 | 1 | |
2.72 | 1 | |
2.74 | 1 | |
2.8 | 1 | |
2.94 | 1 | |
2.95 | 1 | |
3.0 | 1 | |
3.03 | 1 | |
3.04 | 1 |
Value | Count | Frequency (%) |
3.99 | 1 | |
3.91 | 1 | |
3.87 | 1 | |
3.82 | 1 | |
3.74 | 1 | |
3.67 | 1 | |
3.62 | 1 | |
3.61 | 1 | |
3.43 | 1 | |
3.38 | 1 |
배출횟수
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 31 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 1270421 |
Minimum | 1010497 |
---|---|
Maximum | 1570016 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 411.0 B |
Quantile statistics
Minimum | 1010497 |
---|---|
5-th percentile | 1084887 |
Q1 | 1185657 |
median | 1240725 |
Q3 | 1334541.5 |
95-th percentile | 1537056.5 |
Maximum | 1570016 |
Range | 559519 |
Interquartile range (IQR) | 148884.5 |
Descriptive statistics
Standard deviation | 139095.23 |
---|---|
Coefficient of variation (CV) | 0.10948751 |
Kurtosis | 0.11706203 |
Mean | 1270421 |
Median Absolute Deviation (MAD) | 62304 |
Skewness | 0.64644702 |
Sum | 39383052 |
Variance | 1.9347483 × 1010 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
1292167 | 1 | 3.2% |
1355388 | 1 | 3.2% |
1538922 | 1 | 3.2% |
1257582 | 1 | 3.2% |
1113839 | 1 | 3.2% |
1123999 | 1 | 3.2% |
1336197 | 1 | 3.2% |
1159896 | 1 | 3.2% |
1369485 | 1 | 3.2% |
1570016 | 1 | 3.2% |
Other values (21) | 21 |
Value | Count | Frequency (%) |
1010497 | 1 | |
1055935 | 1 | |
1113839 | 1 | |
1123999 | 1 | |
1145761 | 1 | |
1159896 | 1 | |
1178421 | 1 | |
1185240 | 1 | |
1186074 | 1 | |
1214167 | 1 |
Value | Count | Frequency (%) |
1570016 | 1 | |
1538922 | 1 | |
1535191 | 1 | |
1501151 | 1 | |
1485034 | 1 | |
1369485 | 1 | |
1355388 | 1 | |
1336197 | 1 | |
1332886 | 1 | |
1292167 | 1 |
배출횟수비율(%)
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 28 |
---|---|
Distinct (%) | 90.3% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 3.2254839 |
Minimum | 2.57 |
---|---|
Maximum | 3.99 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 411.0 B |
Quantile statistics
Minimum | 2.57 |
---|---|
5-th percentile | 2.755 |
Q1 | 3.01 |
median | 3.15 |
Q3 | 3.385 |
95-th percentile | 3.905 |
Maximum | 3.99 |
Range | 1.42 |
Interquartile range (IQR) | 0.375 |
Descriptive statistics
Standard deviation | 0.35339156 |
---|---|
Coefficient of variation (CV) | 0.10956234 |
Kurtosis | 0.12703011 |
Mean | 3.2254839 |
Median Absolute Deviation (MAD) | 0.16 |
Skewness | 0.6591024 |
Sum | 99.99 |
Variance | 0.12488559 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
3.01 | 2 | 6.5% |
3.2 | 2 | 6.5% |
3.19 | 2 | 6.5% |
3.28 | 1 | 3.2% |
3.11 | 1 | 3.2% |
3.91 | 1 | 3.2% |
2.83 | 1 | 3.2% |
2.85 | 1 | 3.2% |
3.39 | 1 | 3.2% |
2.95 | 1 | 3.2% |
Other values (18) | 18 |
Value | Count | Frequency (%) |
2.57 | 1 | |
2.68 | 1 | |
2.83 | 1 | |
2.85 | 1 | |
2.91 | 1 | |
2.95 | 1 | |
2.99 | 1 | |
3.01 | 2 | |
3.08 | 1 | |
3.1 | 1 |
Value | Count | Frequency (%) |
3.99 | 1 | |
3.91 | 1 | |
3.9 | 1 | |
3.81 | 1 | |
3.77 | 1 | |
3.48 | 1 | |
3.44 | 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 | 0.478 |
배출요일 | 0.000 | 1.000 | 0.663 | 0.688 | 0.650 | 0.651 |
배출량(g) | 0.000 | 0.663 | 1.000 | 1.000 | 0.946 | 0.944 |
배출량비율(%) | 0.000 | 0.688 | 1.000 | 1.000 | 0.946 | 0.868 |
배출횟수 | 0.000 | 0.650 | 0.946 | 0.946 | 1.000 | 0.998 |
배출횟수비율(%) | 0.478 | 0.651 | 0.944 | 0.868 | 0.998 | 1.000 |
배출일 | 배출요일 | 배출량(g) | 배출량비율(%) | 배출횟수 | 배출횟수비율(%) | |
---|---|---|---|---|---|---|
배출일 | 1.000 | -0.010 | -0.077 | -0.075 | -0.050 | -0.049 |
배출요일 | -0.010 | 1.000 | -0.557 | -0.559 | -0.492 | -0.494 |
배출량(g) | -0.077 | -0.557 | 1.000 | 1.000 | 0.956 | 0.955 |
배출량비율(%) | -0.075 | -0.559 | 1.000 | 1.000 | 0.957 | 0.956 |
배출횟수 | -0.050 | -0.492 | 0.956 | 0.957 | 1.000 | 1.000 |
배출횟수비율(%) | -0.049 | -0.494 | 0.955 | 0.956 | 1.000 | 1.000 |
배출년도 | 배출월 | 배출일 | 배출요일 | 배출량(g) | 배출량비율(%) | 배출횟수 | 배출횟수비율(%) | |
---|---|---|---|---|---|---|---|---|
0 | 2021 | 1 | 1 | 6 | 2439103421 | 3.38 | 1292167 | 3.28 |
1 | 2021 | 1 | 2 | 7 | 2610734555 | 3.61 | 1355388 | 3.44 |
2 | 2021 | 1 | 3 | 1 | 2825025850 | 3.91 | 1535191 | 3.9 |
3 | 2021 | 1 | 4 | 2 | 2617857288 | 3.62 | 1332886 | 3.38 |
4 | 2021 | 1 | 5 | 3 | 2257906073 | 3.12 | 1233411 | 3.13 |
5 | 2021 | 1 | 6 | 4 | 2192541690 | 3.03 | 1240725 | 3.15 |
6 | 2021 | 1 | 7 | 5 | 1746906518 | 2.42 | 1010497 | 2.57 |
7 | 2021 | 1 | 8 | 6 | 1871269833 | 2.59 | 1055935 | 2.68 |
8 | 2021 | 1 | 9 | 7 | 2169254452 | 3.0 | 1186074 | 3.01 |
9 | 2021 | 1 | 10 | 1 | 2756909312 | 3.82 | 1485034 | 3.77 |
배출년도 | 배출월 | 배출일 | 배출요일 | 배출량(g) | 배출량비율(%) | 배출횟수 | 배출횟수비율(%) | |
---|---|---|---|---|---|---|---|---|
21 | 2021 | 1 | 22 | 6 | 2244617664 | 3.11 | 1238128 | 3.14 |
22 | 2021 | 1 | 23 | 7 | 2312195007 | 3.2 | 1259258 | 3.2 |
23 | 2021 | 1 | 24 | 1 | 2881999478 | 3.99 | 1570016 | 3.99 |
24 | 2021 | 1 | 25 | 2 | 2651548588 | 3.67 | 1369485 | 3.48 |
25 | 2021 | 1 | 26 | 3 | 2134008103 | 2.95 | 1159896 | 2.95 |
26 | 2021 | 1 | 27 | 4 | 2371685165 | 3.28 | 1336197 | 3.39 |
27 | 2021 | 1 | 28 | 5 | 1968804373 | 2.72 | 1123999 | 2.85 |
28 | 2021 | 1 | 29 | 6 | 1983222660 | 2.74 | 1113839 | 2.83 |
29 | 2021 | 1 | 30 | 7 | 2309425457 | 3.2 | 1257582 | 3.19 |
30 | 2021 | 1 | 31 | 1 | 2797856536 | 3.87 | 1538922 | 3.91 |