Dataset statistics
Number of variables | 23 |
---|---|
Number of observations | 10000 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 2.0 MiB |
Average record size in memory | 213.0 B |
Variable types
Categorical | 8 |
---|---|
DateTime | 1 |
Numeric | 14 |
Dataset
Description | 전국 연안 및 근해 정점 수질 상시측정을 통하여 향후 해양환경 상태 측정 및 변화를 예측·예보 할 수 있는 실시간 해양수질자료, 정제한 자료는 한달에 한번씩 meis.go.kr에서 갱신되며 해수일반(수온,염분등 6개), COD,TN,TP등의 자료를 5분 단위로 측정한 자료 |
---|---|
Author | 해양환경공단 |
URL | https://www.data.go.kr/data/15044191/fileData.do |
정점명 has constant value "" | Constant |
정점코드 has constant value "" | Constant |
일사량 has constant value "" | Constant |
기온 has constant value "" | Constant |
상대습도 has constant value "" | Constant |
풍속 has constant value "" | Constant |
풍향 has constant value "" | Constant |
강수량 has constant value "" | Constant |
관측일자 has unique values | Unique |
전기전도도 has 807 (8.1%) zeros | Zeros |
수온 has 811 (8.1%) zeros | Zeros |
수소이온농도 has 860 (8.6%) zeros | Zeros |
용존산소량 has 955 (9.6%) zeros | Zeros |
탁도 has 1062 (10.6%) zeros | Zeros |
염분 has 823 (8.2%) zeros | Zeros |
클로로필 has 938 (9.4%) zeros | Zeros |
화학적산소요구량 has 1987 (19.9%) zeros | Zeros |
총질소 has 1596 (16.0%) zeros | Zeros |
총인 has 1498 (15.0%) zeros | Zeros |
암모니아질소 has 1998 (20.0%) zeros | Zeros |
질산질소 has 1740 (17.4%) zeros | Zeros |
남조류 has 1273 (12.7%) zeros | Zeros |
인산성인 has 1271 (12.7%) zeros | Zeros |
Reproduction
Analysis started | 2023-12-12 14:38:02.192198 |
---|---|
Analysis finished | 2023-12-12 14:38:02.972399 |
Duration | 0.78 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
정점명
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | < 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 156.2 KiB |
마산삼귀 |
---|
Length
Max length | 4 |
---|---|
Median length | 4 |
Mean length | 4 |
Min length | 4 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 마산삼귀 |
---|---|
2nd row | 마산삼귀 |
3rd row | 마산삼귀 |
4th row | 마산삼귀 |
5th row | 마산삼귀 |
Common Values
Value | Count | Frequency (%) |
마산삼귀 | 10000 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
마산삼귀 | 10000 |
정점코드
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | < 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 156.2 KiB |
215 |
---|
Length
Max length | 3 |
---|---|
Median length | 3 |
Mean length | 3 |
Min length | 3 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 215 |
---|---|
2nd row | 215 |
3rd row | 215 |
4th row | 215 |
5th row | 215 |
Common Values
Value | Count | Frequency (%) |
215 | 10000 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
215 | 10000 |
관측일자
Date
UNIQUE
 
Distinct | 10000 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 156.2 KiB |
Minimum | 2022-01-01 00:00:00 |
---|---|
Maximum | 2022-12-01 19:40:00 |
전기전도도
Real number (ℝ)
ZEROS
 
Distinct | 1311 |
---|---|
Distinct (%) | 13.1% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 42.249647 |
Minimum | 0 |
---|---|
Maximum | 51.8 |
Zeros | 807 |
Zeros (%) | 8.1% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 166.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 42.3475 |
median | 46 |
Q3 | 48.09 |
95-th percentile | 51.13 |
Maximum | 51.8 |
Range | 51.8 |
Interquartile range (IQR) | 5.7425 |
Descriptive statistics
Standard deviation | 12.902919 |
---|---|
Coefficient of variation (CV) | 0.30539708 |
Kurtosis | 6.3214323 |
Mean | 42.249647 |
Median Absolute Deviation (MAD) | 2.49 |
Skewness | -2.7667584 |
Sum | 422496.47 |
Variance | 166.48531 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.0 | 807 | 8.1% |
47.29 | 37 | 0.4% |
47.44 | 37 | 0.4% |
47.32 | 36 | 0.4% |
47.34 | 33 | 0.3% |
47.51 | 31 | 0.3% |
47.3 | 29 | 0.3% |
47.45 | 29 | 0.3% |
47.25 | 28 | 0.3% |
47.49 | 27 | 0.3% |
Other values (1301) | 8906 |
Value | Count | Frequency (%) |
0.0 | 807 | |
33.76 | 1 | < 0.1% |
35.26 | 1 | < 0.1% |
35.31 | 1 | < 0.1% |
35.32 | 1 | < 0.1% |
35.55 | 1 | < 0.1% |
35.88 | 1 | < 0.1% |
36.01 | 1 | < 0.1% |
36.04 | 1 | < 0.1% |
36.06 | 1 | < 0.1% |
Value | Count | Frequency (%) |
51.8 | 2 | < 0.1% |
51.75 | 1 | < 0.1% |
51.73 | 1 | < 0.1% |
51.71 | 1 | < 0.1% |
51.7 | 1 | < 0.1% |
51.68 | 2 | < 0.1% |
51.67 | 1 | < 0.1% |
51.64 | 5 | |
51.63 | 2 | < 0.1% |
51.61 | 6 |
수온
Real number (ℝ)
ZEROS
 
Distinct | 1940 |
---|---|
Distinct (%) | 19.4% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 16.347128 |
Minimum | 0 |
---|---|
Maximum | 30.26 |
Zeros | 811 |
Zeros (%) | 8.1% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 166.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 7.17 |
median | 18.03 |
Q3 | 23.38 |
95-th percentile | 27.0705 |
Maximum | 30.26 |
Range | 30.26 |
Interquartile range (IQR) | 16.21 |
Descriptive statistics
Standard deviation | 8.409576 |
---|---|
Coefficient of variation (CV) | 0.51443752 |
Kurtosis | -0.92960241 |
Mean | 16.347128 |
Median Absolute Deviation (MAD) | 5.83 |
Skewness | -0.51390605 |
Sum | 163471.28 |
Variance | 70.720968 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.0 | 811 | 8.1% |
6.16 | 21 | 0.2% |
5.87 | 21 | 0.2% |
5.82 | 21 | 0.2% |
6.07 | 19 | 0.2% |
5.96 | 19 | 0.2% |
6.21 | 19 | 0.2% |
6.11 | 19 | 0.2% |
6.25 | 18 | 0.2% |
5.97 | 18 | 0.2% |
Other values (1930) | 9014 |
Value | Count | Frequency (%) |
0.0 | 811 | |
4.89 | 1 | < 0.1% |
4.93 | 2 | < 0.1% |
4.94 | 1 | < 0.1% |
4.95 | 2 | < 0.1% |
4.98 | 2 | < 0.1% |
4.99 | 2 | < 0.1% |
5.01 | 3 | < 0.1% |
5.02 | 4 | < 0.1% |
5.03 | 4 | < 0.1% |
Value | Count | Frequency (%) |
30.26 | 1 | |
30.19 | 1 | |
30.15 | 1 | |
29.98 | 1 | |
29.94 | 1 | |
29.9 | 1 | |
29.81 | 1 | |
29.71 | 1 | |
29.62 | 1 | |
29.61 | 1 |
수소이온농도
Real number (ℝ)
ZEROS
 
Distinct | 109 |
---|---|
Distinct (%) | 1.1% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 7.110483 |
Minimum | 0 |
---|---|
Maximum | 8.27 |
Zeros | 860 |
Zeros (%) | 8.6% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 166.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 7.62 |
median | 7.79 |
Q3 | 7.92 |
95-th percentile | 7.99 |
Maximum | 8.27 |
Range | 8.27 |
Interquartile range (IQR) | 0.3 |
Descriptive statistics
Standard deviation | 2.1878407 |
---|---|
Coefficient of variation (CV) | 0.30769227 |
Kurtosis | 6.6115815 |
Mean | 7.110483 |
Median Absolute Deviation (MAD) | 0.14 |
Skewness | -2.921793 |
Sum | 71104.83 |
Variance | 4.7866468 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.0 | 860 | 8.6% |
7.95 | 324 | 3.2% |
7.94 | 320 | 3.2% |
7.96 | 302 | 3.0% |
7.97 | 281 | 2.8% |
7.89 | 268 | 2.7% |
7.91 | 261 | 2.6% |
7.93 | 247 | 2.5% |
7.92 | 239 | 2.4% |
7.9 | 238 | 2.4% |
Other values (99) | 6660 |
Value | Count | Frequency (%) |
0.0 | 860 | |
7.14 | 2 | < 0.1% |
7.15 | 2 | < 0.1% |
7.16 | 2 | < 0.1% |
7.17 | 3 | < 0.1% |
7.18 | 5 | 0.1% |
7.19 | 1 | < 0.1% |
7.2 | 3 | < 0.1% |
7.21 | 6 | 0.1% |
7.22 | 1 | < 0.1% |
Value | Count | Frequency (%) |
8.27 | 1 | < 0.1% |
8.25 | 1 | < 0.1% |
8.19 | 2 | < 0.1% |
8.18 | 2 | < 0.1% |
8.17 | 2 | < 0.1% |
8.16 | 2 | < 0.1% |
8.15 | 3 | |
8.14 | 2 | < 0.1% |
8.13 | 1 | < 0.1% |
8.12 | 5 |
용존산소량
Real number (ℝ)
ZEROS
 
Distinct | 992 |
---|---|
Distinct (%) | 9.9% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 7.270953 |
Minimum | 0 |
---|---|
Maximum | 14.25 |
Zeros | 955 |
Zeros (%) | 9.6% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 166.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 5.63 |
median | 7.66 |
Q3 | 9.81 |
95-th percentile | 11.45 |
Maximum | 14.25 |
Range | 14.25 |
Interquartile range (IQR) | 4.18 |
Descriptive statistics
Standard deviation | 3.2402873 |
---|---|
Coefficient of variation (CV) | 0.44564823 |
Kurtosis | 0.066577492 |
Mean | 7.270953 |
Median Absolute Deviation (MAD) | 2.08 |
Skewness | -0.7584092 |
Sum | 72709.53 |
Variance | 10.499462 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.0 | 955 | 9.6% |
10.88 | 27 | 0.3% |
7.77 | 24 | 0.2% |
10.99 | 24 | 0.2% |
7.37 | 24 | 0.2% |
11.06 | 24 | 0.2% |
8.05 | 23 | 0.2% |
11.12 | 22 | 0.2% |
11.09 | 22 | 0.2% |
6.79 | 22 | 0.2% |
Other values (982) | 8833 |
Value | Count | Frequency (%) |
0.0 | 955 | |
2.45 | 1 | < 0.1% |
2.51 | 1 | < 0.1% |
2.52 | 1 | < 0.1% |
2.56 | 1 | < 0.1% |
2.57 | 1 | < 0.1% |
2.59 | 4 | < 0.1% |
2.6 | 1 | < 0.1% |
2.64 | 1 | < 0.1% |
2.68 | 1 | < 0.1% |
Value | Count | Frequency (%) |
14.25 | 1 | |
13.96 | 1 | |
13.89 | 1 | |
13.87 | 1 | |
13.65 | 1 | |
13.57 | 1 | |
13.38 | 1 | |
13.26 | 1 | |
13.23 | 1 | |
13.12 | 1 |
탁도
Real number (ℝ)
ZEROS
 
Distinct | 57 |
---|---|
Distinct (%) | 0.6% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 9.0475 |
Minimum | 0 |
---|---|
Maximum | 75 |
Zeros | 1062 |
Zeros (%) | 10.6% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 166.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 7 |
median | 8 |
Q3 | 10 |
95-th percentile | 19 |
Maximum | 75 |
Range | 75 |
Interquartile range (IQR) | 3 |
Descriptive statistics
Standard deviation | 5.9613251 |
---|---|
Coefficient of variation (CV) | 0.65889198 |
Kurtosis | 18.307545 |
Mean | 9.0475 |
Median Absolute Deviation (MAD) | 1 |
Skewness | 2.9643392 |
Sum | 90475 |
Variance | 35.537397 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
8 | 2731 | |
9 | 1885 | |
7 | 1414 | |
0 | 1062 | 10.6% |
10 | 1047 | 10.5% |
11 | 499 | 5.0% |
12 | 277 | 2.8% |
13 | 176 | 1.8% |
14 | 117 | 1.2% |
15 | 78 | 0.8% |
Other values (47) | 714 | 7.1% |
Value | Count | Frequency (%) |
0 | 1062 | 10.6% |
4 | 6 | 0.1% |
5 | 25 | 0.2% |
6 | 30 | 0.3% |
7 | 1414 | |
8 | 2731 | |
9 | 1885 | |
10 | 1047 | 10.5% |
11 | 499 | 5.0% |
12 | 277 | 2.8% |
Value | Count | Frequency (%) |
75 | 2 | |
74 | 1 | |
73 | 1 | |
69 | 1 | |
66 | 1 | |
63 | 1 | |
62 | 1 | |
61 | 2 | |
60 | 2 | |
59 | 1 |
일사량
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | < 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 156.2 KiB |
0 |
---|
Length
Max length | 1 |
---|---|
Median length | 1 |
Mean length | 1 |
Min length | 1 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 0 |
---|---|
2nd row | 0 |
3rd row | 0 |
4th row | 0 |
5th row | 0 |
Common Values
Value | Count | Frequency (%) |
0 | 10000 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
0 | 10000 |
기온
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | < 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 156.2 KiB |
0 |
---|
Length
Max length | 1 |
---|---|
Median length | 1 |
Mean length | 1 |
Min length | 1 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 0 |
---|---|
2nd row | 0 |
3rd row | 0 |
4th row | 0 |
5th row | 0 |
Common Values
Value | Count | Frequency (%) |
0 | 10000 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
0 | 10000 |
상대습도
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | < 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 156.2 KiB |
0 |
---|
Length
Max length | 1 |
---|---|
Median length | 1 |
Mean length | 1 |
Min length | 1 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 0 |
---|---|
2nd row | 0 |
3rd row | 0 |
4th row | 0 |
5th row | 0 |
Common Values
Value | Count | Frequency (%) |
0 | 10000 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
0 | 10000 |
풍속
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | < 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 156.2 KiB |
0 |
---|
Length
Max length | 1 |
---|---|
Median length | 1 |
Mean length | 1 |
Min length | 1 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 0 |
---|---|
2nd row | 0 |
3rd row | 0 |
4th row | 0 |
5th row | 0 |
Common Values
Value | Count | Frequency (%) |
0 | 10000 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
0 | 10000 |
풍향
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | < 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 156.2 KiB |
0 |
---|
Length
Max length | 1 |
---|---|
Median length | 1 |
Mean length | 1 |
Min length | 1 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 0 |
---|---|
2nd row | 0 |
3rd row | 0 |
4th row | 0 |
5th row | 0 |
Common Values
Value | Count | Frequency (%) |
0 | 10000 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
0 | 10000 |
강수량
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | < 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 156.2 KiB |
0 |
---|
Length
Max length | 1 |
---|---|
Median length | 1 |
Mean length | 1 |
Min length | 1 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 0 |
---|---|
2nd row | 0 |
3rd row | 0 |
4th row | 0 |
5th row | 0 |
Common Values
Value | Count | Frequency (%) |
0 | 10000 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
0 | 10000 |
염분
Real number (ℝ)
ZEROS
 
Distinct | 854 |
---|---|
Distinct (%) | 8.5% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 28.111653 |
Minimum | 0 |
---|---|
Maximum | 33.51 |
Zeros | 823 |
Zeros (%) | 8.2% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 166.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 29.6075 |
median | 30.61 |
Q3 | 31.68 |
95-th percentile | 32.99 |
Maximum | 33.51 |
Range | 33.51 |
Interquartile range (IQR) | 2.0725 |
Descriptive statistics
Standard deviation | 8.5760857 |
---|---|
Coefficient of variation (CV) | 0.30507227 |
Kurtosis | 6.5298326 |
Mean | 28.111653 |
Median Absolute Deviation (MAD) | 1.06 |
Skewness | -2.8539421 |
Sum | 281116.53 |
Variance | 73.549246 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.0 | 823 | 8.2% |
31.69 | 73 | 0.7% |
31.67 | 73 | 0.7% |
31.71 | 65 | 0.7% |
31.68 | 64 | 0.6% |
31.88 | 63 | 0.6% |
30.36 | 63 | 0.6% |
31.89 | 62 | 0.6% |
31.7 | 60 | 0.6% |
31.51 | 59 | 0.6% |
Other values (844) | 8595 |
Value | Count | Frequency (%) |
0.0 | 823 | |
19.74 | 1 | < 0.1% |
21.64 | 1 | < 0.1% |
21.83 | 1 | < 0.1% |
22.04 | 1 | < 0.1% |
22.19 | 1 | < 0.1% |
22.23 | 2 | < 0.1% |
22.26 | 1 | < 0.1% |
22.27 | 1 | < 0.1% |
22.34 | 1 | < 0.1% |
Value | Count | Frequency (%) |
33.51 | 2 | < 0.1% |
33.45 | 1 | < 0.1% |
33.44 | 1 | < 0.1% |
33.42 | 2 | < 0.1% |
33.41 | 1 | < 0.1% |
33.39 | 1 | < 0.1% |
33.38 | 2 | < 0.1% |
33.37 | 4 | |
33.36 | 3 | |
33.34 | 7 |
클로로필
Real number (ℝ)
ZEROS
 
Distinct | 1296 |
---|---|
Distinct (%) | 13.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 3.692627 |
Minimum | 0 |
---|---|
Maximum | 60.24 |
Zeros | 938 |
Zeros (%) | 9.4% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 166.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 1.3475 |
median | 2.95 |
Q3 | 4.54 |
95-th percentile | 9.1605 |
Maximum | 60.24 |
Range | 60.24 |
Interquartile range (IQR) | 3.1925 |
Descriptive statistics
Standard deviation | 4.4196331 |
---|---|
Coefficient of variation (CV) | 1.1968805 |
Kurtosis | 37.868301 |
Mean | 3.692627 |
Median Absolute Deviation (MAD) | 1.6 |
Skewness | 4.9525022 |
Sum | 36926.27 |
Variance | 19.533157 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.0 | 938 | 9.4% |
0.57 | 30 | 0.3% |
3.43 | 28 | 0.3% |
0.55 | 26 | 0.3% |
3.84 | 26 | 0.3% |
3.42 | 26 | 0.3% |
3.95 | 25 | 0.2% |
1.54 | 25 | 0.2% |
3.58 | 25 | 0.2% |
3.68 | 25 | 0.2% |
Other values (1286) | 8826 |
Value | Count | Frequency (%) |
0.0 | 938 | |
0.03 | 1 | < 0.1% |
0.04 | 1 | < 0.1% |
0.06 | 3 | < 0.1% |
0.08 | 1 | < 0.1% |
0.09 | 1 | < 0.1% |
0.1 | 3 | < 0.1% |
0.12 | 2 | < 0.1% |
0.13 | 4 | < 0.1% |
0.14 | 2 | < 0.1% |
Value | Count | Frequency (%) |
60.24 | 1 | |
58.32 | 1 | |
55.79 | 1 | |
55.39 | 1 | |
50.85 | 1 | |
50.27 | 1 | |
48.44 | 1 | |
47.72 | 1 | |
47.14 | 1 | |
46.77 | 1 |
화학적산소요구량
Real number (ℝ)
ZEROS
 
Distinct | 376 |
---|---|
Distinct (%) | 3.8% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 1.498973 |
Minimum | 0 |
---|---|
Maximum | 6.03 |
Zeros | 1987 |
Zeros (%) | 19.9% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 166.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0.78 |
median | 1.52 |
Q3 | 2.27 |
95-th percentile | 3.15 |
Maximum | 6.03 |
Range | 6.03 |
Interquartile range (IQR) | 1.49 |
Descriptive statistics
Standard deviation | 1.0280049 |
---|---|
Coefficient of variation (CV) | 0.68580616 |
Kurtosis | -0.6361826 |
Mean | 1.498973 |
Median Absolute Deviation (MAD) | 0.75 |
Skewness | 0.10374025 |
Sum | 14989.73 |
Variance | 1.0567941 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.0 | 1987 | 19.9% |
1.45 | 62 | 0.6% |
1.52 | 57 | 0.6% |
1.64 | 54 | 0.5% |
2.63 | 53 | 0.5% |
1.34 | 53 | 0.5% |
1.71 | 51 | 0.5% |
1.94 | 50 | 0.5% |
2.08 | 49 | 0.5% |
1.26 | 49 | 0.5% |
Other values (366) | 7535 |
Value | Count | Frequency (%) |
0.0 | 1987 | |
0.22 | 3 | < 0.1% |
0.29 | 4 | < 0.1% |
0.31 | 2 | < 0.1% |
0.32 | 3 | < 0.1% |
0.33 | 1 | < 0.1% |
0.36 | 2 | < 0.1% |
0.38 | 3 | < 0.1% |
0.4 | 3 | < 0.1% |
0.41 | 6 | 0.1% |
Value | Count | Frequency (%) |
6.03 | 2 | |
5.95 | 1 | < 0.1% |
5.76 | 1 | < 0.1% |
5.52 | 1 | < 0.1% |
5.25 | 2 | |
5.15 | 1 | < 0.1% |
4.87 | 2 | |
4.82 | 2 | |
4.8 | 3 | |
4.79 | 1 | < 0.1% |
총질소
Real number (ℝ)
ZEROS
 
Distinct | 698 |
---|---|
Distinct (%) | 7.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 0.20939 |
Minimum | 0 |
---|---|
Maximum | 1.687 |
Zeros | 1596 |
Zeros (%) | 16.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 166.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0.117 |
median | 0.17 |
Q3 | 0.268 |
95-th percentile | 0.558 |
Maximum | 1.687 |
Range | 1.687 |
Interquartile range (IQR) | 0.151 |
Descriptive statistics
Standard deviation | 0.18307004 |
---|---|
Coefficient of variation (CV) | 0.87430172 |
Kurtosis | 8.5765292 |
Mean | 0.20939 |
Median Absolute Deviation (MAD) | 0.075 |
Skewness | 2.1242834 |
Sum | 2093.9 |
Variance | 0.033514638 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.0 | 1596 | 16.0% |
0.14 | 70 | 0.7% |
0.132 | 68 | 0.7% |
0.125 | 65 | 0.7% |
0.15 | 64 | 0.6% |
0.155 | 64 | 0.6% |
0.149 | 63 | 0.6% |
0.129 | 61 | 0.6% |
0.167 | 61 | 0.6% |
0.135 | 58 | 0.6% |
Other values (688) | 7830 |
Value | Count | Frequency (%) |
0.0 | 1596 | |
0.007 | 2 | < 0.1% |
0.009 | 3 | < 0.1% |
0.015 | 3 | < 0.1% |
0.016 | 2 | < 0.1% |
0.017 | 4 | < 0.1% |
0.018 | 2 | < 0.1% |
0.019 | 1 | < 0.1% |
0.02 | 1 | < 0.1% |
0.021 | 8 | 0.1% |
Value | Count | Frequency (%) |
1.687 | 1 | < 0.1% |
1.63 | 4 | |
1.617 | 1 | < 0.1% |
1.614 | 2 | |
1.588 | 4 | |
1.562 | 1 | < 0.1% |
1.409 | 1 | < 0.1% |
1.383 | 3 | |
1.342 | 1 | < 0.1% |
1.336 | 4 |
총인
Real number (ℝ)
ZEROS
 
Distinct | 101 |
---|---|
Distinct (%) | 1.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 0.0309636 |
Minimum | 0 |
---|---|
Maximum | 0.115 |
Zeros | 1498 |
Zeros (%) | 15.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 166.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0.021 |
median | 0.03 |
Q3 | 0.042 |
95-th percentile | 0.065 |
Maximum | 0.115 |
Range | 0.115 |
Interquartile range (IQR) | 0.021 |
Descriptive statistics
Standard deviation | 0.019222435 |
---|---|
Coefficient of variation (CV) | 0.62080751 |
Kurtosis | 0.77852091 |
Mean | 0.0309636 |
Median Absolute Deviation (MAD) | 0.011 |
Skewness | 0.4345717 |
Sum | 309.636 |
Variance | 0.00036950203 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.0 | 1498 | 15.0% |
0.025 | 384 | 3.8% |
0.024 | 373 | 3.7% |
0.023 | 309 | 3.1% |
0.026 | 280 | 2.8% |
0.021 | 280 | 2.8% |
0.022 | 276 | 2.8% |
0.027 | 261 | 2.6% |
0.041 | 251 | 2.5% |
0.043 | 246 | 2.5% |
Other values (91) | 5842 |
Value | Count | Frequency (%) |
0.0 | 1498 | |
0.007 | 1 | < 0.1% |
0.008 | 5 | 0.1% |
0.009 | 9 | 0.1% |
0.01 | 7 | 0.1% |
0.011 | 7 | 0.1% |
0.012 | 8 | 0.1% |
0.013 | 20 | 0.2% |
0.014 | 22 | 0.2% |
0.015 | 37 | 0.4% |
Value | Count | Frequency (%) |
0.115 | 2 | |
0.113 | 1 | < 0.1% |
0.111 | 2 | |
0.106 | 3 | |
0.105 | 1 | < 0.1% |
0.104 | 2 | |
0.103 | 3 | |
0.101 | 3 | |
0.098 | 3 | |
0.097 | 3 |
암모니아질소
Real number (ℝ)
ZEROS
 
Distinct | 272 |
---|---|
Distinct (%) | 2.7% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 0.048872 |
Minimum | 0 |
---|---|
Maximum | 0.311 |
Zeros | 1998 |
Zeros (%) | 20.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 166.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0.007 |
median | 0.026 |
Q3 | 0.07 |
95-th percentile | 0.179 |
Maximum | 0.311 |
Range | 0.311 |
Interquartile range (IQR) | 0.063 |
Descriptive statistics
Standard deviation | 0.058052011 |
---|---|
Coefficient of variation (CV) | 1.1878378 |
Kurtosis | 2.4467293 |
Mean | 0.048872 |
Median Absolute Deviation (MAD) | 0.026 |
Skewness | 1.6618524 |
Sum | 488.72 |
Variance | 0.003370036 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.0 | 1998 | 20.0% |
0.015 | 189 | 1.9% |
0.014 | 186 | 1.9% |
0.025 | 176 | 1.8% |
0.017 | 169 | 1.7% |
0.012 | 151 | 1.5% |
0.011 | 151 | 1.5% |
0.016 | 149 | 1.5% |
0.005 | 141 | 1.4% |
0.022 | 138 | 1.4% |
Other values (262) | 6552 |
Value | Count | Frequency (%) |
0.0 | 1998 | |
0.001 | 5 | 0.1% |
0.002 | 18 | 0.2% |
0.003 | 41 | 0.4% |
0.004 | 67 | 0.7% |
0.005 | 141 | 1.4% |
0.006 | 117 | 1.2% |
0.007 | 118 | 1.2% |
0.008 | 81 | 0.8% |
0.009 | 80 | 0.8% |
Value | Count | Frequency (%) |
0.311 | 3 | |
0.306 | 3 | |
0.295 | 3 | |
0.287 | 1 | < 0.1% |
0.286 | 1 | < 0.1% |
0.282 | 2 | < 0.1% |
0.279 | 3 | |
0.277 | 5 | |
0.275 | 5 | |
0.274 | 3 |
질산질소
Real number (ℝ)
ZEROS
 
Distinct | 169 |
---|---|
Distinct (%) | 1.7% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 0.0309112 |
Minimum | 0 |
---|---|
Maximum | 0.18 |
Zeros | 1740 |
Zeros (%) | 17.4% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 166.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0.004 |
median | 0.013 |
Q3 | 0.045 |
95-th percentile | 0.118 |
Maximum | 0.18 |
Range | 0.18 |
Interquartile range (IQR) | 0.041 |
Descriptive statistics
Standard deviation | 0.038083082 |
---|---|
Coefficient of variation (CV) | 1.2320156 |
Kurtosis | 1.3585366 |
Mean | 0.0309112 |
Median Absolute Deviation (MAD) | 0.013 |
Skewness | 1.4864654 |
Sum | 309.112 |
Variance | 0.0014503211 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.0 | 1740 | 17.4% |
0.006 | 380 | 3.8% |
0.005 | 371 | 3.7% |
0.004 | 358 | 3.6% |
0.01 | 280 | 2.8% |
0.008 | 279 | 2.8% |
0.003 | 272 | 2.7% |
0.007 | 267 | 2.7% |
0.009 | 266 | 2.7% |
0.011 | 240 | 2.4% |
Other values (159) | 5547 |
Value | Count | Frequency (%) |
0.0 | 1740 | |
0.001 | 72 | 0.7% |
0.002 | 167 | 1.7% |
0.003 | 272 | 2.7% |
0.004 | 358 | 3.6% |
0.005 | 371 | 3.7% |
0.006 | 380 | 3.8% |
0.007 | 267 | 2.7% |
0.008 | 279 | 2.8% |
0.009 | 266 | 2.7% |
Value | Count | Frequency (%) |
0.18 | 2 | < 0.1% |
0.176 | 2 | < 0.1% |
0.175 | 2 | < 0.1% |
0.173 | 3 | |
0.171 | 4 | |
0.17 | 1 | < 0.1% |
0.169 | 2 | < 0.1% |
0.166 | 1 | < 0.1% |
0.164 | 7 | |
0.163 | 2 | < 0.1% |
남조류
Real number (ℝ)
ZEROS
 
Distinct | 8333 |
---|---|
Distinct (%) | 83.3% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 2610.6248 |
Minimum | 0 |
---|---|
Maximum | 16927.12 |
Zeros | 1273 |
Zeros (%) | 12.7% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 166.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 1610.0975 |
median | 2420.9 |
Q3 | 3849.815 |
95-th percentile | 4553.4625 |
Maximum | 16927.12 |
Range | 16927.12 |
Interquartile range (IQR) | 2239.7175 |
Descriptive statistics
Standard deviation | 1599.5497 |
---|---|
Coefficient of variation (CV) | 0.61270764 |
Kurtosis | 3.7772423 |
Mean | 2610.6248 |
Median Absolute Deviation (MAD) | 1116.78 |
Skewness | 0.66009883 |
Sum | 26106248 |
Variance | 2558559.4 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.0 | 1273 | 12.7% |
1976.03 | 4 | < 0.1% |
4310.27 | 3 | < 0.1% |
3414.1 | 3 | < 0.1% |
3492.47 | 3 | < 0.1% |
4371.5 | 3 | < 0.1% |
2052.03 | 3 | < 0.1% |
1960.8 | 3 | < 0.1% |
1957.1 | 3 | < 0.1% |
3591.07 | 3 | < 0.1% |
Other values (8323) | 8699 |
Value | Count | Frequency (%) |
0.0 | 1273 | |
896.0 | 1 | < 0.1% |
990.2 | 1 | < 0.1% |
1021.8 | 1 | < 0.1% |
1023.03 | 1 | < 0.1% |
1024.67 | 1 | < 0.1% |
1029.6 | 1 | < 0.1% |
1032.43 | 1 | < 0.1% |
1033.5 | 1 | < 0.1% |
1037.67 | 1 | < 0.1% |
Value | Count | Frequency (%) |
16927.12 | 1 | |
16797.8 | 1 | |
16273.71 | 1 | |
16045.06 | 1 | |
14552.21 | 1 | |
13803.61 | 1 | |
13377.77 | 1 | |
12846.1 | 1 | |
12396.29 | 1 | |
12368.31 | 1 |
인산성인
Real number (ℝ)
ZEROS
 
Distinct | 71 |
---|---|
Distinct (%) | 0.7% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 0.0126361 |
Minimum | 0 |
---|---|
Maximum | 0.079 |
Zeros | 1271 |
Zeros (%) | 12.7% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 166.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0.003 |
median | 0.01 |
Q3 | 0.018 |
95-th percentile | 0.039 |
Maximum | 0.079 |
Range | 0.079 |
Interquartile range (IQR) | 0.015 |
Descriptive statistics
Standard deviation | 0.012373867 |
---|---|
Coefficient of variation (CV) | 0.97924733 |
Kurtosis | 2.6736416 |
Mean | 0.0126361 |
Median Absolute Deviation (MAD) | 0.007 |
Skewness | 1.5272442 |
Sum | 126.361 |
Variance | 0.00015311259 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.0 | 1271 | 12.7% |
0.004 | 696 | 7.0% |
0.003 | 628 | 6.3% |
0.005 | 513 | 5.1% |
0.002 | 512 | 5.1% |
0.013 | 378 | 3.8% |
0.016 | 312 | 3.1% |
0.006 | 309 | 3.1% |
0.011 | 305 | 3.0% |
0.012 | 304 | 3.0% |
Other values (61) | 4772 |
Value | Count | Frequency (%) |
0.0 | 1271 | |
0.001 | 180 | 1.8% |
0.002 | 512 | |
0.003 | 628 | |
0.004 | 696 | |
0.005 | 513 | |
0.006 | 309 | 3.1% |
0.007 | 291 | 2.9% |
0.008 | 296 | 3.0% |
0.009 | 280 | 2.8% |
Value | Count | Frequency (%) |
0.079 | 1 | < 0.1% |
0.078 | 1 | < 0.1% |
0.077 | 4 | |
0.076 | 1 | < 0.1% |
0.075 | 1 | < 0.1% |
0.074 | 2 | |
0.072 | 4 | |
0.071 | 1 | < 0.1% |
0.069 | 3 | |
0.066 | 2 |
정점명 | 정점코드 | 관측일자 | 전기전도도 | 수온 | 수소이온농도 | 용존산소량 | 탁도 | 일사량 | 기온 | 상대습도 | 풍속 | 풍향 | 강수량 | 염분 | 클로로필 | 화학적산소요구량 | 총질소 | 총인 | 암모니아질소 | 질산질소 | 남조류 | 인산성인 | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
52031 | 마산삼귀 | 215 | 2022-07-31 04:40 | 46.59 | 23.75 | 7.62 | 5.42 | 10 | 0 | 0 | 0 | 0 | 0 | 0 | 31.1 | 1.65 | 0.0 | 0.176 | 0.039 | 0.054 | 0.034 | 1402.43 | 0.02 |
83526 | 마산삼귀 | 215 | 2022-11-17 13:15 | 40.76 | 16.68 | 7.73 | 9.11 | 8 | 0 | 0 | 0 | 0 | 0 | 0 | 31.67 | 3.01 | 2.58 | 0.195 | 0.042 | 0.091 | 0.051 | 1795.3 | 0.025 |
50528 | 마산삼귀 | 215 | 2022-07-25 23:25 | 47.2 | 25.23 | 7.88 | 6.72 | 10 | 0 | 0 | 0 | 0 | 0 | 0 | 30.54 | 3.66 | 2.17 | 0.187 | 0.038 | 0.021 | 0.042 | 2959.33 | 0.013 |
78920 | 마산삼귀 | 215 | 2022-11-01 13:25 | 42.35 | 18.75 | 7.71 | 7.85 | 9 | 0 | 0 | 0 | 0 | 0 | 0 | 31.89 | 2.72 | 1.28 | 0.25 | 0.044 | 0.128 | 0.08 | 1955.24 | 0.024 |
47983 | 마산삼귀 | 215 | 2022-07-17 03:05 | 46.12 | 25.98 | 7.79 | 5.18 | 9 | 0 | 0 | 0 | 0 | 0 | 0 | 29.88 | 1.79 | 0.0 | 0.256 | 0.021 | 0.0 | 0.016 | 1378.65 | 0.016 |
61907 | 마산삼귀 | 215 | 2022-09-03 11:40 | 0.0 | 0.0 | 0.0 | 0.0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
7204 | 마산삼귀 | 215 | 2022-01-26 00:20 | 47.44 | 5.96 | 7.97 | 11.86 | 27 | 0 | 0 | 0 | 0 | 0 | 0 | 30.36 | 7.82 | 1.49 | 0.138 | 0.021 | 0.008 | 0.0 | 7910.41 | 0.003 |
74959 | 마산삼귀 | 215 | 2022-10-18 19:20 | 42.78 | 20.13 | 7.6 | 6.03 | 8 | 0 | 0 | 0 | 0 | 0 | 0 | 31.64 | 3.64 | 1.25 | 0.0 | 0.065 | 0.131 | 0.131 | 2869.17 | 0.039 |
49088 | 마산삼귀 | 215 | 2022-07-20 23:10 | 42.79 | 27.0 | 8.01 | 10.14 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 27.46 | 8.0 | 0.0 | 0.048 | 0.009 | 0.0 | 0.0 | 1932.54 | 0.0 |
13321 | 마산삼귀 | 215 | 2022-02-16 06:05 | 51.25 | 5.9 | 7.95 | 10.36 | 14 | 0 | 0 | 0 | 0 | 0 | 0 | 33.06 | 3.79 | 3.26 | 0.136 | 0.018 | 0.035 | 0.005 | 3520.53 | 0.003 |
정점명 | 정점코드 | 관측일자 | 전기전도도 | 수온 | 수소이온농도 | 용존산소량 | 탁도 | 일사량 | 기온 | 상대습도 | 풍속 | 풍향 | 강수량 | 염분 | 클로로필 | 화학적산소요구량 | 총질소 | 총인 | 암모니아질소 | 질산질소 | 남조류 | 인산성인 | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
62851 | 마산삼귀 | 215 | 2022-09-06 18:20 | 0.0 | 0.0 | 0.0 | 0.0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
22911 | 마산삼귀 | 215 | 2022-04-21 01:35 | 48.8 | 14.52 | 8.0 | 9.8 | 7 | 0 | 0 | 0 | 0 | 0 | 0 | 31.88 | 4.2 | 1.7 | 0.272 | 0.023 | 0.001 | 0.006 | 4054.97 | 0.003 |
15839 | 마산삼귀 | 215 | 2022-02-24 23:55 | 51.41 | 5.44 | 7.95 | 10.6 | 12 | 0 | 0 | 0 | 0 | 0 | 0 | 33.11 | 4.24 | 1.38 | 0.08 | 0.028 | 0.013 | 0.007 | 3463.97 | 0.004 |
54392 | 마산삼귀 | 215 | 2022-08-08 09:25 | 46.69 | 24.96 | 7.89 | 6.6 | 20 | 0 | 0 | 0 | 0 | 0 | 0 | 30.1 | 1.58 | 1.85 | 0.143 | 0.027 | 0.027 | 0.018 | 1521.93 | 0.009 |
55592 | 마산삼귀 | 215 | 2022-08-12 13:25 | 48.84 | 0.0 | 7.93 | 7.24 | 12 | 0 | 0 | 0 | 0 | 0 | 0 | 30.46 | 2.32 | 0.0 | 0.154 | 0.032 | 0.056 | 0.035 | 1866.57 | 0.011 |
16051 | 마산삼귀 | 215 | 2022-02-25 17:35 | 51.29 | 6.86 | 7.93 | 11.52 | 8 | 0 | 0 | 0 | 0 | 0 | 0 | 33.2 | 2.04 | 0.0 | 0.115 | 0.043 | 0.017 | 0.006 | 3629.33 | 0.004 |
69463 | 마산삼귀 | 215 | 2022-09-29 17:20 | 45.32 | 23.68 | 7.35 | 4.68 | 10 | 0 | 0 | 0 | 0 | 0 | 0 | 30.2 | 4.86 | 2.21 | 0.409 | 0.08 | 0.248 | 0.141 | 2155.23 | 0.046 |
21881 | 마산삼귀 | 215 | 2022-04-17 11:45 | 45.65 | 14.26 | 7.9 | 9.68 | 8 | 0 | 0 | 0 | 0 | 0 | 0 | 29.59 | 4.9 | 1.72 | 0.138 | 0.0 | 0.009 | 0.006 | 4376.37 | 0.005 |
8101 | 마산삼귀 | 215 | 2022-01-29 03:05 | 47.71 | 6.05 | 7.97 | 11.34 | 11 | 0 | 0 | 0 | 0 | 0 | 0 | 30.55 | 6.32 | 2.63 | 0.0 | 0.03 | 0.0 | 0.002 | 3408.63 | 0.002 |
65564 | 마산삼귀 | 215 | 2022-09-16 04:25 | 0.0 | 0.0 | 0.0 | 0.0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |