Dataset statistics
Number of variables | 7 |
---|---|
Number of observations | 48 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 24 |
Duplicate rows (%) | 50.0% |
Total size in memory | 3.1 KiB |
Average record size in memory | 65.8 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 |
Dataset has 24 (50.0%) duplicate rows | Duplicates |
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 2 (4.2%) zeros | Zeros |
Reproduction
Analysis started | 2023-12-10 11:59:55.859504 |
---|---|
Analysis finished | 2023-12-10 11:59:59.402356 |
Duration | 3.54 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
배출년도
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 2.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 516.0 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 | 48 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
2021 | 48 |
배출월
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 2.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 516.0 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 | 48 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
3 | 48 |
배출시
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 24 |
---|---|
Distinct (%) | 50.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 11.5 |
Minimum | 0 |
---|---|
Maximum | 23 |
Zeros | 2 |
Zeros (%) | 4.2% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 564.0 B |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 1 |
Q1 | 5.75 |
median | 11.5 |
Q3 | 17.25 |
95-th percentile | 22 |
Maximum | 23 |
Range | 23 |
Interquartile range (IQR) | 11.5 |
Descriptive statistics
Standard deviation | 6.9954392 |
---|---|
Coefficient of variation (CV) | 0.60829906 |
Kurtosis | -1.2034843 |
Mean | 11.5 |
Median Absolute Deviation (MAD) | 6 |
Skewness | 0 |
Sum | 552 |
Variance | 48.93617 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 2 | 4.2% |
13 | 2 | 4.2% |
23 | 2 | 4.2% |
22 | 2 | 4.2% |
21 | 2 | 4.2% |
20 | 2 | 4.2% |
19 | 2 | 4.2% |
18 | 2 | 4.2% |
17 | 2 | 4.2% |
16 | 2 | 4.2% |
Other values (14) | 28 |
Value | Count | Frequency (%) |
0 | 2 | |
1 | 2 | |
2 | 2 | |
3 | 2 | |
4 | 2 | |
5 | 2 | |
6 | 2 | |
7 | 2 | |
8 | 2 | |
9 | 2 |
Value | Count | Frequency (%) |
23 | 2 | |
22 | 2 | |
21 | 2 | |
20 | 2 | |
19 | 2 | |
18 | 2 | |
17 | 2 | |
16 | 2 | |
15 | 2 | |
14 | 2 |
배출량(g)
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 24 |
---|---|
Distinct (%) | 50.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 2.9529074 × 109 |
Minimum | 1.3218857 × 108 |
---|---|
Maximum | 5.3555082 × 109 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 564.0 B |
Quantile statistics
Minimum | 1.3218857 × 108 |
---|---|
5-th percentile | 1.8262364 × 108 |
Q1 | 1.320014 × 109 |
median | 3.7367012 × 109 |
Q3 | 4.0360627 × 109 |
95-th percentile | 5.2946061 × 109 |
Maximum | 5.3555082 × 109 |
Range | 5.2233196 × 109 |
Interquartile range (IQR) | 2.7160487 × 109 |
Descriptive statistics
Standard deviation | 1.6971296 × 109 |
---|---|
Coefficient of variation (CV) | 0.57473176 |
Kurtosis | -1.1157877 |
Mean | 2.9529074 × 109 |
Median Absolute Deviation (MAD) | 7.1055512 × 108 |
Skewness | -0.5683647 |
Sum | 1.4173955 × 1011 |
Variance | 2.880249 × 1018 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
753318786 | 2 | 4.2% |
4142671061 | 2 | 4.2% |
1504999428 | 2 | 4.2% |
2670238796 | 2 | 4.2% |
4478299011 | 2 | 4.2% |
5294606093 | 2 | 4.2% |
5355508189 | 2 | 4.2% |
4416213554 | 2 | 4.2% |
3938009658 | 2 | 4.2% |
3874779755 | 2 | 4.2% |
Other values (14) | 28 |
Value | Count | Frequency (%) |
132188566 | 2 | |
182623639 | 2 | |
263324563 | 2 | |
318486765 | 2 | |
753318786 | 2 | |
765057695 | 2 | |
1504999428 | 2 | |
2210280644 | 2 | |
2670238796 | 2 | |
3402020652 | 2 |
Value | Count | Frequency (%) |
5355508189 | 2 | |
5294606093 | 2 | |
4478299011 | 2 | |
4416213554 | 2 | |
4273749065 | 2 | |
4142671061 | 2 | |
4000526626 | 2 | |
3949516190 | 2 | |
3938009658 | 2 | |
3922645741 | 2 |
배출량비율(%)
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 24 |
---|---|
Distinct (%) | 50.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 4.1675 |
Minimum | 0.19 |
---|---|
Maximum | 7.56 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 564.0 B |
Quantile statistics
Minimum | 0.19 |
---|---|
5-th percentile | 0.26 |
Q1 | 1.86 |
median | 5.275 |
Q3 | 5.6925 |
95-th percentile | 7.47 |
Maximum | 7.56 |
Range | 7.37 |
Interquartile range (IQR) | 3.8325 |
Descriptive statistics
Standard deviation | 2.3950716 |
---|---|
Coefficient of variation (CV) | 0.57470225 |
Kurtosis | -1.1166234 |
Mean | 4.1675 |
Median Absolute Deviation (MAD) | 1 |
Skewness | -0.56834609 |
Sum | 200.04 |
Variance | 5.7363681 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
1.06 | 2 | 4.2% |
5.85 | 2 | 4.2% |
2.12 | 2 | 4.2% |
3.77 | 2 | 4.2% |
6.32 | 2 | 4.2% |
7.47 | 2 | 4.2% |
7.56 | 2 | 4.2% |
6.23 | 2 | 4.2% |
5.56 | 2 | 4.2% |
5.47 | 2 | 4.2% |
Other values (14) | 28 |
Value | Count | Frequency (%) |
0.19 | 2 | |
0.26 | 2 | |
0.37 | 2 | |
0.45 | 2 | |
1.06 | 2 | |
1.08 | 2 | |
2.12 | 2 | |
3.12 | 2 | |
3.77 | 2 | |
4.8 | 2 |
Value | Count | Frequency (%) |
7.56 | 2 | |
7.47 | 2 | |
6.32 | 2 | |
6.23 | 2 | |
6.03 | 2 | |
5.85 | 2 | |
5.64 | 2 | |
5.57 | 2 | |
5.56 | 2 | |
5.54 | 2 |
배출횟수
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 24 |
---|---|
Distinct (%) | 50.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 1662028.2 |
Minimum | 48623 |
---|---|
Maximum | 3228136 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 564.0 B |
Quantile statistics
Minimum | 48623 |
---|---|
5-th percentile | 67067 |
Q1 | 673810 |
median | 2190656.5 |
Q3 | 2304603.5 |
95-th percentile | 3163046 |
Maximum | 3228136 |
Range | 3179513 |
Interquartile range (IQR) | 1630793.5 |
Descriptive statistics
Standard deviation | 1029858.4 |
---|---|
Coefficient of variation (CV) | 0.61963957 |
Kurtosis | -1.2338126 |
Mean | 1662028.2 |
Median Absolute Deviation (MAD) | 489435 |
Skewness | -0.42262221 |
Sum | 79777352 |
Variance | 1.0606084 × 1012 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
389896 | 2 | 4.2% |
2307629 | 2 | 4.2% |
827852 | 2 | 4.2% |
1519341 | 2 | 4.2% |
2602865 | 2 | 4.2% |
3163046 | 2 | 4.2% |
3228136 | 2 | 4.2% |
2604389 | 2 | 4.2% |
2265857 | 2 | 4.2% |
2243024 | 2 | 4.2% |
Other values (14) | 28 |
Value | Count | Frequency (%) |
48623 | 2 | |
67067 | 2 | |
102849 | 2 | |
150238 | 2 | |
283653 | 2 | |
389896 | 2 | |
768448 | 2 | |
827852 | 2 | |
1519341 | 2 | |
1625519 | 2 |
Value | Count | Frequency (%) |
3228136 | 2 | |
3163046 | 2 | |
2604389 | 2 | |
2602865 | 2 | |
2449802 | 2 | |
2307629 | 2 | |
2303595 | 2 | |
2265857 | 2 | |
2261127 | 2 | |
2243024 | 2 |
배출횟수비율(%)
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 22 |
---|---|
Distinct (%) | 45.8% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 4.1679167 |
Minimum | 0.12 |
---|---|
Maximum | 8.09 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 564.0 B |
Quantile statistics
Minimum | 0.12 |
---|---|
5-th percentile | 0.17 |
Q1 | 1.6925 |
median | 5.49 |
Q3 | 5.7825 |
95-th percentile | 7.93 |
Maximum | 8.09 |
Range | 7.97 |
Interquartile range (IQR) | 4.09 |
Descriptive statistics
Standard deviation | 2.5813092 |
---|---|
Coefficient of variation (CV) | 0.61932841 |
Kurtosis | -1.2334495 |
Mean | 4.1679167 |
Median Absolute Deviation (MAD) | 1.225 |
Skewness | -0.42335331 |
Sum | 200.06 |
Variance | 6.6631573 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
5.49 | 4 | 8.3% |
6.53 | 4 | 8.3% |
0.98 | 2 | 4.2% |
2.08 | 2 | 4.2% |
3.81 | 2 | 4.2% |
7.93 | 2 | 4.2% |
8.09 | 2 | 4.2% |
5.68 | 2 | 4.2% |
5.62 | 2 | 4.2% |
5.54 | 2 | 4.2% |
Other values (12) | 24 |
Value | Count | Frequency (%) |
0.12 | 2 | |
0.17 | 2 | |
0.26 | 2 | |
0.38 | 2 | |
0.71 | 2 | |
0.98 | 2 | |
1.93 | 2 | |
2.08 | 2 | |
3.81 | 2 | |
4.08 | 2 |
Value | Count | Frequency (%) |
8.09 | 2 | |
7.93 | 2 | |
6.53 | 4 | |
6.14 | 2 | |
5.79 | 2 | |
5.78 | 2 | |
5.68 | 2 | |
5.67 | 2 | |
5.62 | 2 | |
5.54 | 2 |
배출시 | 배출량(g) | 배출량비율(%) | 배출횟수 | 배출횟수비율(%) | |
---|---|---|---|---|---|
배출시 | 1.000 | 0.852 | 0.859 | 0.828 | 0.837 |
배출량(g) | 0.852 | 1.000 | 1.000 | 0.937 | 0.937 |
배출량비율(%) | 0.859 | 1.000 | 1.000 | 0.937 | 0.939 |
배출횟수 | 0.828 | 0.937 | 0.937 | 1.000 | 1.000 |
배출횟수비율(%) | 0.837 | 0.937 | 0.939 | 1.000 | 1.000 |
배출시 | 배출량(g) | 배출량비율(%) | 배출횟수 | 배출횟수비율(%) | |
---|---|---|---|---|---|
배출시 | 1.000 | 0.658 | 0.658 | 0.664 | 0.667 |
배출량(g) | 0.658 | 1.000 | 1.000 | 0.984 | 0.987 |
배출량비율(%) | 0.658 | 1.000 | 1.000 | 0.984 | 0.987 |
배출횟수 | 0.664 | 0.984 | 0.984 | 1.000 | 1.000 |
배출횟수비율(%) | 0.667 | 0.987 | 0.987 | 1.000 | 1.000 |
배출년도 | 배출월 | 배출시 | 배출량(g) | 배출량비율(%) | 배출횟수 | 배출횟수비율(%) | |
---|---|---|---|---|---|---|---|
0 | 2021 | 3 | 0 | 753318786 | 1.06 | 389896 | 0.98 |
1 | 2021 | 3 | 1 | 318486765 | 0.45 | 150238 | 0.38 |
2 | 2021 | 3 | 2 | 182623639 | 0.26 | 67067 | 0.17 |
3 | 2021 | 3 | 3 | 132188566 | 0.19 | 48623 | 0.12 |
4 | 2021 | 3 | 4 | 263324563 | 0.37 | 102849 | 0.26 |
5 | 2021 | 3 | 5 | 765057695 | 1.08 | 283653 | 0.71 |
6 | 2021 | 3 | 6 | 2210280644 | 3.12 | 768448 | 1.93 |
7 | 2021 | 3 | 7 | 3402020652 | 4.8 | 1625519 | 4.08 |
8 | 2021 | 3 | 8 | 3922645741 | 5.54 | 2261127 | 5.67 |
9 | 2021 | 3 | 9 | 4273749065 | 6.03 | 2449802 | 6.14 |
배출년도 | 배출월 | 배출시 | 배출량(g) | 배출량비율(%) | 배출횟수 | 배출횟수비율(%) | |
---|---|---|---|---|---|---|---|
38 | 2021 | 3 | 14 | 3949516190 | 5.57 | 2190283 | 5.49 |
39 | 2021 | 3 | 15 | 3803084971 | 5.37 | 2209536 | 5.54 |
40 | 2021 | 3 | 16 | 3874779755 | 5.47 | 2243024 | 5.62 |
41 | 2021 | 3 | 17 | 3938009658 | 5.56 | 2265857 | 5.68 |
42 | 2021 | 3 | 18 | 4416213554 | 6.23 | 2604389 | 6.53 |
43 | 2021 | 3 | 19 | 5355508189 | 7.56 | 3228136 | 8.09 |
44 | 2021 | 3 | 20 | 5294606093 | 7.47 | 3163046 | 7.93 |
45 | 2021 | 3 | 21 | 4478299011 | 6.32 | 2602865 | 6.53 |
46 | 2021 | 3 | 22 | 2670238796 | 3.77 | 1519341 | 3.81 |
47 | 2021 | 3 | 23 | 1504999428 | 2.12 | 827852 | 2.08 |
Most frequently occurring
배출년도 | 배출월 | 배출시 | 배출량(g) | 배출량비율(%) | 배출횟수 | 배출횟수비율(%) | # duplicates | |
---|---|---|---|---|---|---|---|---|
0 | 2021 | 3 | 0 | 753318786 | 1.06 | 389896 | 0.98 | 2 |
1 | 2021 | 3 | 1 | 318486765 | 0.45 | 150238 | 0.38 | 2 |
2 | 2021 | 3 | 2 | 182623639 | 0.26 | 67067 | 0.17 | 2 |
3 | 2021 | 3 | 3 | 132188566 | 0.19 | 48623 | 0.12 | 2 |
4 | 2021 | 3 | 4 | 263324563 | 0.37 | 102849 | 0.26 | 2 |
5 | 2021 | 3 | 5 | 765057695 | 1.08 | 283653 | 0.71 | 2 |
6 | 2021 | 3 | 6 | 2210280644 | 3.12 | 768448 | 1.93 | 2 |
7 | 2021 | 3 | 7 | 3402020652 | 4.8 | 1625519 | 4.08 | 2 |
8 | 2021 | 3 | 8 | 3922645741 | 5.54 | 2261127 | 5.67 | 2 |
9 | 2021 | 3 | 9 | 4273749065 | 6.03 | 2449802 | 6.14 | 2 |