Dataset statistics
Number of variables | 26 |
---|---|
Number of observations | 2736 |
Missing cells | 2166 |
Missing cells (%) | 3.0% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 614.7 KiB |
Average record size in memory | 230.0 B |
Variable types
Numeric | 20 |
---|---|
Categorical | 5 |
DateTime | 1 |
Dataset
Description | 제주도 연안측정망에서 관측된 해양환경정보(수온, 염분, 수소이온농도 등)를 제공합니다. 출처는 해양환경공단입니다. (데이터 미집계로 인하여 일부 데이터값에 공란이 존재할 수 있습니다.) |
---|---|
Author | 제주특별자치도 |
URL | https://www.data.go.kr/data/15110787/fileData.do |
Reproduction
Analysis started | 2023-12-12 23:29:25.925379 |
---|---|
Analysis finished | 2023-12-12 23:29:26.204040 |
Duration | 0.28 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
측정 연도
Real number (ℝ)
Distinct | 18 |
---|---|
Distinct (%) | 0.7% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 2012.5 |
Minimum | 2004 |
---|---|
Maximum | 2021 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 24.2 KiB |
Quantile statistics
Minimum | 2004 |
---|---|
5-th percentile | 2004 |
Q1 | 2008 |
median | 2012.5 |
Q3 | 2017 |
95-th percentile | 2021 |
Maximum | 2021 |
Range | 17 |
Interquartile range (IQR) | 9 |
Descriptive statistics
Standard deviation | 5.1890759 |
---|---|
Coefficient of variation (CV) | 0.0025784228 |
Kurtosis | -1.2074436 |
Mean | 2012.5 |
Median Absolute Deviation (MAD) | 4.5 |
Skewness | 0 |
Sum | 5506200 |
Variance | 26.926508 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
2021 | 152 | 5.6% |
2011 | 152 | 5.6% |
2010 | 152 | 5.6% |
2009 | 152 | 5.6% |
2008 | 152 | 5.6% |
2007 | 152 | 5.6% |
2006 | 152 | 5.6% |
2005 | 152 | 5.6% |
2004 | 152 | 5.6% |
2012 | 152 | 5.6% |
Other values (8) | 1216 |
Value | Count | Frequency (%) |
2004 | 152 | |
2005 | 152 | |
2006 | 152 | |
2007 | 152 | |
2008 | 152 | |
2009 | 152 | |
2010 | 152 | |
2011 | 152 | |
2012 | 152 | |
2013 | 152 |
Value | Count | Frequency (%) |
2021 | 152 | |
2020 | 152 | |
2019 | 152 | |
2018 | 152 | |
2017 | 152 | |
2016 | 152 | |
2015 | 152 | |
2014 | 152 | |
2013 | 152 | |
2012 | 152 |
측정 월
Categorical
Distinct | 4 |
---|---|
Distinct (%) | 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 21.5 KiB |
11 | |
---|---|
8 | |
5 | |
2 |
Length
Max length | 2 |
---|---|
Median length | 1 |
Mean length | 1.25 |
Min length | 1 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 11 |
---|---|
2nd row | 11 |
3rd row | 11 |
4th row | 11 |
5th row | 11 |
Common Values
Value | Count | Frequency (%) |
11 | 684 | |
8 | 684 | |
5 | 684 | |
2 | 684 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
11 | 684 | |
8 | 684 | |
5 | 684 | |
2 | 684 |
측정 일자
Date
MISSING
 
Distinct | 75 |
---|---|
Distinct (%) | 4.6% |
Missing | 1102 |
Missing (%) | 40.3% |
Memory size | 21.5 KiB |
Minimum | 2011-02-22 00:00:00 |
---|---|
Maximum | 2021-11-20 00:00:00 |
정점명
Categorical
Distinct | 19 |
---|---|
Distinct (%) | 0.7% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 21.5 KiB |
대정1 | 144 |
---|---|
대정2 | 144 |
대정3 | 144 |
서귀포1 | 144 |
서귀포2 | 144 |
Other values (14) |
Length
Max length | 4 |
---|---|
Median length | 3 |
Mean length | 3.2631579 |
Min length | 3 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 대정1 |
---|---|
2nd row | 대정2 |
3rd row | 대정3 |
4th row | 서귀포1 |
5th row | 서귀포2 |
Common Values
Value | Count | Frequency (%) |
대정1 | 144 | 5.3% |
대정2 | 144 | 5.3% |
대정3 | 144 | 5.3% |
서귀포1 | 144 | 5.3% |
서귀포2 | 144 | 5.3% |
서귀포3 | 144 | 5.3% |
한림1 | 144 | 5.3% |
한림2 | 144 | 5.3% |
한림3 | 144 | 5.3% |
성산포1 | 144 | 5.3% |
Other values (9) | 1296 |
Length
Value | Count | Frequency (%) |
대정1 | 144 | 5.3% |
성산포2 | 144 | 5.3% |
표선1 | 144 | 5.3% |
조천3 | 144 | 5.3% |
조천2 | 144 | 5.3% |
조천1 | 144 | 5.3% |
제주3 | 144 | 5.3% |
제주2 | 144 | 5.3% |
제주1 | 144 | 5.3% |
성산포1 | 144 | 5.3% |
Other values (9) | 1296 |
위도
Real number (ℝ)
Distinct | 18 |
---|---|
Distinct (%) | 0.7% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 33.381389 |
Minimum | 33.2025 |
---|---|
Maximum | 33.573889 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 24.2 KiB |
Quantile statistics
Minimum | 33.2025 |
---|---|
5-th percentile | 33.2025 |
Q1 | 33.237778 |
median | 33.376111 |
Q3 | 33.526944 |
95-th percentile | 33.573889 |
Maximum | 33.573889 |
Range | 0.371389 |
Interquartile range (IQR) | 0.289166 |
Descriptive statistics
Standard deviation | 0.13166586 |
---|---|
Coefficient of variation (CV) | 0.0039442896 |
Kurtosis | -1.6177231 |
Mean | 33.381389 |
Median Absolute Deviation (MAD) | 0.138333 |
Skewness | 0.071738203 |
Sum | 91331.48 |
Variance | 0.0173359 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
33.229444 | 288 | 10.5% |
33.2025 | 144 | 5.3% |
33.526944 | 144 | 5.3% |
33.325556 | 144 | 5.3% |
33.280833 | 144 | 5.3% |
33.560556 | 144 | 5.3% |
33.573889 | 144 | 5.3% |
33.5375 | 144 | 5.3% |
33.533889 | 144 | 5.3% |
33.500556 | 144 | 5.3% |
Other values (8) | 1152 |
Value | Count | Frequency (%) |
33.2025 | 144 | |
33.22 | 144 | |
33.229444 | 288 | |
33.237778 | 144 | |
33.2625 | 144 | |
33.280833 | 144 | |
33.294444 | 144 | |
33.325556 | 144 | |
33.376111 | 144 | |
33.411389 | 144 |
Value | Count | Frequency (%) |
33.573889 | 144 | |
33.560556 | 144 | |
33.5375 | 144 | |
33.533889 | 144 | |
33.526944 | 144 | |
33.500556 | 144 | |
33.48 | 144 | |
33.463056 | 144 | |
33.411389 | 144 | |
33.376111 | 144 |
경도
Real number (ℝ)
Distinct | 18 |
---|---|
Distinct (%) | 0.7% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 126.54399 |
Minimum | 126.16 |
---|---|
Maximum | 126.93861 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 24.2 KiB |
Quantile statistics
Minimum | 126.16 |
---|---|
5-th percentile | 126.16 |
Q1 | 126.27444 |
median | 126.56694 |
Q3 | 126.7675 |
95-th percentile | 126.93861 |
Maximum | 126.93861 |
Range | 0.778611 |
Interquartile range (IQR) | 0.493056 |
Descriptive statistics
Standard deviation | 0.25715536 |
---|---|
Coefficient of variation (CV) | 0.002032142 |
Kurtosis | -1.3144982 |
Mean | 126.54399 |
Median Absolute Deviation (MAD) | 0.239444 |
Skewness | 0.020432755 |
Sum | 346224.36 |
Variance | 0.066128881 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
126.938611 | 288 | 10.5% |
126.532778 | 144 | 5.3% |
126.865556 | 144 | 5.3% |
126.7675 | 144 | 5.3% |
126.666389 | 144 | 5.3% |
126.732778 | 144 | 5.3% |
126.855556 | 144 | 5.3% |
126.568333 | 144 | 5.3% |
126.427778 | 144 | 5.3% |
126.251667 | 144 | 5.3% |
Other values (8) | 1152 |
Value | Count | Frequency (%) |
126.16 | 144 | |
126.185 | 144 | |
126.202778 | 144 | |
126.251667 | 144 | |
126.274444 | 144 | |
126.3275 | 144 | |
126.4125 | 144 | |
126.427778 | 144 | |
126.532778 | 144 | |
126.566944 | 144 |
Value | Count | Frequency (%) |
126.938611 | 288 | |
126.865556 | 144 | |
126.855556 | 144 | |
126.7675 | 144 | |
126.732778 | 144 | |
126.666389 | 144 | |
126.661111 | 144 | |
126.568333 | 144 | |
126.566944 | 144 | |
126.532778 | 144 |
날씨
Categorical
Distinct | 5 |
---|---|
Distinct (%) | 0.2% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 21.5 KiB |
<NA> | |
---|---|
맑음 | |
구름조금 | |
구름많음 | |
흐림 | 38 |
Length
Max length | 4 |
---|---|
Median length | 4 |
Mean length | 3.2587719 |
Min length | 2 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 맑음 |
---|---|
2nd row | 맑음 |
3rd row | 맑음 |
4th row | 맑음 |
5th row | 맑음 |
Common Values
Value | Count | Frequency (%) |
<NA> | 1064 | |
맑음 | 976 | |
구름조금 | 458 | |
구름많음 | 200 | 7.3% |
흐림 | 38 | 1.4% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
na | 1064 | |
맑음 | 976 | |
구름조금 | 458 | |
구름많음 | 200 | 7.3% |
흐림 | 38 | 1.4% |
수심
Real number (ℝ)
MISSING
 
Distinct | 48 |
---|---|
Distinct (%) | 2.9% |
Missing | 1064 |
Missing (%) | 38.9% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 27.732057 |
Minimum | 7 |
---|---|
Maximum | 74 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 24.2 KiB |
Quantile statistics
Minimum | 7 |
---|---|
5-th percentile | 14 |
Q1 | 19 |
median | 27 |
Q3 | 33 |
95-th percentile | 48 |
Maximum | 74 |
Range | 67 |
Interquartile range (IQR) | 14 |
Descriptive statistics
Standard deviation | 10.66962 |
---|---|
Coefficient of variation (CV) | 0.38473958 |
Kurtosis | -0.15728603 |
Mean | 27.732057 |
Median Absolute Deviation (MAD) | 7 |
Skewness | 0.62085569 |
Sum | 46368 |
Variance | 113.84079 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
30 | 98 | 3.6% |
28 | 90 | 3.3% |
27 | 88 | 3.2% |
18 | 82 | 3.0% |
25 | 82 | 3.0% |
20 | 82 | 3.0% |
29 | 78 | 2.9% |
15 | 76 | 2.8% |
24 | 64 | 2.3% |
16 | 62 | 2.3% |
Other values (38) | 870 | |
(Missing) | 1064 |
Value | Count | Frequency (%) |
7 | 6 | 0.2% |
8 | 2 | 0.1% |
10 | 12 | 0.4% |
11 | 18 | 0.7% |
12 | 8 | 0.3% |
13 | 32 | |
14 | 48 | |
15 | 76 | |
16 | 62 | |
17 | 40 |
Value | Count | Frequency (%) |
74 | 2 | 0.1% |
55 | 2 | 0.1% |
54 | 2 | 0.1% |
53 | 4 | 0.1% |
52 | 8 | 0.3% |
51 | 8 | 0.3% |
50 | 22 | |
49 | 30 | |
48 | 28 | |
47 | 22 |
수층
Categorical
Distinct | 2 |
---|---|
Distinct (%) | 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 21.5 KiB |
표층 | |
---|---|
저층 |
Length
Max length | 2 |
---|---|
Median length | 2 |
Mean length | 2 |
Min length | 2 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 표층 |
---|---|
2nd row | 표층 |
3rd row | 표층 |
4th row | 표층 |
5th row | 표층 |
Common Values
Value | Count | Frequency (%) |
표층 | 1368 | |
저층 | 1368 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
표층 | 1368 | |
저층 | 1368 |
투명도
Real number (ℝ)
Distinct | 116 |
---|---|
Distinct (%) | 4.2% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 9.8567982 |
Minimum | 3 |
---|---|
Maximum | 47 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 24.2 KiB |
Quantile statistics
Minimum | 3 |
---|---|
5-th percentile | 6 |
Q1 | 7.7 |
median | 9.55 |
Q3 | 11.825 |
95-th percentile | 15 |
Maximum | 47 |
Range | 44 |
Interquartile range (IQR) | 4.125 |
Descriptive statistics
Standard deviation | 2.9700069 |
---|---|
Coefficient of variation (CV) | 0.30131558 |
Kurtosis | 17.419221 |
Mean | 9.8567982 |
Median Absolute Deviation (MAD) | 2 |
Skewness | 1.8930675 |
Sum | 26968.2 |
Variance | 8.820941 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
9.0 | 204 | 7.5% |
10.0 | 198 | 7.2% |
12.0 | 194 | 7.1% |
8.0 | 168 | 6.1% |
11.0 | 162 | 5.9% |
7.0 | 162 | 5.9% |
7.5 | 128 | 4.7% |
10.5 | 122 | 4.5% |
13.0 | 106 | 3.9% |
6.0 | 88 | 3.2% |
Other values (106) | 1204 |
Value | Count | Frequency (%) |
3.0 | 2 | 0.1% |
3.5 | 2 | 0.1% |
3.6 | 2 | 0.1% |
3.8 | 2 | 0.1% |
4.5 | 16 | |
4.6 | 2 | 0.1% |
4.8 | 4 | 0.1% |
4.9 | 2 | 0.1% |
5.0 | 20 | |
5.1 | 4 | 0.1% |
Value | Count | Frequency (%) |
47.0 | 2 | 0.1% |
20.2 | 2 | 0.1% |
20.0 | 4 | 0.1% |
19.9 | 2 | 0.1% |
19.0 | 4 | 0.1% |
18.0 | 6 | 0.2% |
17.1 | 2 | 0.1% |
17.0 | 28 | |
16.5 | 4 | 0.1% |
16.3 | 4 | 0.1% |
수질평가지수(WQI)등급
Categorical
Distinct | 4 |
---|---|
Distinct (%) | 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 21.5 KiB |
1 | |
---|---|
2 | |
3 | |
4 | 32 |
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 | 2 |
3rd row | 1 |
4th row | 1 |
5th row | 1 |
Common Values
Value | Count | Frequency (%) |
1 | 1570 | |
2 | 896 | |
3 | 238 | 8.7% |
4 | 32 | 1.2% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
1 | 1570 | |
2 | 896 | |
3 | 238 | 8.7% |
4 | 32 | 1.2% |
수온
Real number (ℝ)
Distinct | 1137 |
---|---|
Distinct (%) | 41.6% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 18.625307 |
Minimum | 12.59 |
---|---|
Maximum | 30.54 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 24.2 KiB |
Quantile statistics
Minimum | 12.59 |
---|---|
5-th percentile | 13.98 |
Q1 | 15.37 |
median | 17.54 |
Q3 | 21.15 |
95-th percentile | 26.73 |
Maximum | 30.54 |
Range | 17.95 |
Interquartile range (IQR) | 5.78 |
Descriptive statistics
Standard deviation | 3.9667845 |
---|---|
Coefficient of variation (CV) | 0.21297821 |
Kurtosis | -0.14277049 |
Mean | 18.625307 |
Median Absolute Deviation (MAD) | 2.64 |
Skewness | 0.82032418 |
Sum | 50958.84 |
Variance | 15.73538 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
16.0 | 19 | 0.7% |
15.8 | 13 | 0.5% |
16.2 | 12 | 0.4% |
14.78 | 11 | 0.4% |
15.24 | 11 | 0.4% |
14.9 | 10 | 0.4% |
14.6 | 10 | 0.4% |
15.61 | 9 | 0.3% |
15.62 | 9 | 0.3% |
14.8 | 9 | 0.3% |
Other values (1127) | 2623 |
Value | Count | Frequency (%) |
12.59 | 1 | < 0.1% |
12.71 | 1 | < 0.1% |
12.75 | 1 | < 0.1% |
12.81 | 1 | < 0.1% |
12.85 | 1 | < 0.1% |
12.95 | 1 | < 0.1% |
12.99 | 1 | < 0.1% |
13.07 | 1 | < 0.1% |
13.08 | 1 | < 0.1% |
13.09 | 4 |
Value | Count | Frequency (%) |
30.54 | 1 | |
30.5 | 1 | |
30.38 | 2 | |
30.32 | 1 | |
30.2 | 1 | |
30.15 | 1 | |
30.06 | 1 | |
30.03 | 1 | |
29.93 | 1 | |
29.85 | 1 |
염분
Real number (ℝ)
Distinct | 444 |
---|---|
Distinct (%) | 16.2% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 33.621864 |
Minimum | 25.21 |
---|---|
Maximum | 35 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 24.2 KiB |
Quantile statistics
Minimum | 25.21 |
---|---|
5-th percentile | 31.1475 |
Q1 | 33.24 |
median | 34.09 |
Q3 | 34.35 |
95-th percentile | 34.59 |
Maximum | 35 |
Range | 9.79 |
Interquartile range (IQR) | 1.11 |
Descriptive statistics
Standard deviation | 1.1284578 |
---|---|
Coefficient of variation (CV) | 0.033563213 |
Kurtosis | 4.434123 |
Mean | 33.621864 |
Median Absolute Deviation (MAD) | 0.34 |
Skewness | -1.9451598 |
Sum | 91989.42 |
Variance | 1.273417 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
34.35 | 45 | 1.6% |
34.36 | 45 | 1.6% |
34.43 | 40 | 1.5% |
34.27 | 37 | 1.4% |
34.4 | 37 | 1.4% |
34.39 | 36 | 1.3% |
34.3 | 36 | 1.3% |
34.31 | 35 | 1.3% |
34.23 | 34 | 1.2% |
34.34 | 31 | 1.1% |
Other values (434) | 2360 |
Value | Count | Frequency (%) |
25.21 | 1 | |
27.84 | 1 | |
27.85 | 1 | |
27.9 | 1 | |
27.96 | 1 | |
28.13 | 1 | |
28.3 | 1 | |
28.38 | 1 | |
28.4 | 1 | |
28.48 | 1 |
Value | Count | Frequency (%) |
35.0 | 1 | < 0.1% |
34.96 | 2 | 0.1% |
34.89 | 1 | < 0.1% |
34.8 | 8 | |
34.78 | 1 | < 0.1% |
34.75 | 2 | 0.1% |
34.74 | 3 | 0.1% |
34.73 | 2 | 0.1% |
34.71 | 2 | 0.1% |
34.7 | 5 |
수소이온농도
Real number (ℝ)
Distinct | 84 |
---|---|
Distinct (%) | 3.1% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 8.1655519 |
Minimum | 6.21 |
---|---|
Maximum | 8.57 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 24.2 KiB |
Quantile statistics
Minimum | 6.21 |
---|---|
5-th percentile | 7.97 |
Q1 | 8.11 |
median | 8.17 |
Q3 | 8.24 |
95-th percentile | 8.35 |
Maximum | 8.57 |
Range | 2.36 |
Interquartile range (IQR) | 0.13 |
Descriptive statistics
Standard deviation | 0.12905134 |
---|---|
Coefficient of variation (CV) | 0.015804362 |
Kurtosis | 39.702343 |
Mean | 8.1655519 |
Median Absolute Deviation (MAD) | 0.06 |
Skewness | -3.1416373 |
Sum | 22340.95 |
Variance | 0.016654247 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
8.15 | 142 | 5.2% |
8.16 | 129 | 4.7% |
8.17 | 128 | 4.7% |
8.18 | 116 | 4.2% |
8.14 | 115 | 4.2% |
8.21 | 114 | 4.2% |
8.19 | 104 | 3.8% |
8.23 | 102 | 3.7% |
8.12 | 101 | 3.7% |
8.22 | 99 | 3.6% |
Other values (74) | 1586 |
Value | Count | Frequency (%) |
6.21 | 1 | < 0.1% |
6.22 | 1 | < 0.1% |
7.17 | 1 | < 0.1% |
7.68 | 1 | < 0.1% |
7.7 | 3 | |
7.71 | 3 | |
7.72 | 5 | |
7.73 | 1 | < 0.1% |
7.74 | 6 | |
7.75 | 4 |
Value | Count | Frequency (%) |
8.57 | 1 | < 0.1% |
8.52 | 1 | < 0.1% |
8.51 | 1 | < 0.1% |
8.5 | 1 | < 0.1% |
8.48 | 1 | < 0.1% |
8.45 | 6 | |
8.44 | 4 | |
8.43 | 8 | |
8.42 | 7 | |
8.41 | 8 |
용존산소량
Real number (ℝ)
Distinct | 457 |
---|---|
Distinct (%) | 16.7% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 8.0640534 |
Minimum | 4.89 |
---|---|
Maximum | 11.99 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 24.2 KiB |
Quantile statistics
Minimum | 4.89 |
---|---|
5-th percentile | 6.64 |
Q1 | 7.38 |
median | 8.08 |
Q3 | 8.63 |
95-th percentile | 9.5325 |
Maximum | 11.99 |
Range | 7.1 |
Interquartile range (IQR) | 1.25 |
Descriptive statistics
Standard deviation | 0.9810088 |
---|---|
Coefficient of variation (CV) | 0.12165207 |
Kurtosis | 1.616671 |
Mean | 8.0640534 |
Median Absolute Deviation (MAD) | 0.62 |
Skewness | 0.62736826 |
Sum | 22063.25 |
Variance | 0.96237826 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
8.06 | 23 | 0.8% |
8.1 | 21 | 0.8% |
7.49 | 20 | 0.7% |
7.81 | 20 | 0.7% |
8.08 | 20 | 0.7% |
7.65 | 19 | 0.7% |
8.44 | 18 | 0.7% |
8.56 | 18 | 0.7% |
8.66 | 18 | 0.7% |
8.18 | 17 | 0.6% |
Other values (447) | 2542 |
Value | Count | Frequency (%) |
4.89 | 1 | |
5.15 | 1 | |
5.19 | 1 | |
5.29 | 1 | |
5.31 | 1 | |
5.45 | 1 | |
5.47 | 1 | |
5.52 | 1 | |
5.71 | 1 | |
5.76 | 1 |
Value | Count | Frequency (%) |
11.99 | 1 | < 0.1% |
11.97 | 1 | < 0.1% |
11.9 | 1 | < 0.1% |
11.85 | 1 | < 0.1% |
11.83 | 1 | < 0.1% |
11.81 | 1 | < 0.1% |
11.75 | 1 | < 0.1% |
11.69 | 1 | < 0.1% |
11.68 | 1 | < 0.1% |
11.62 | 3 |
화학적산소요구량
Real number (ℝ)
Distinct | 270 |
---|---|
Distinct (%) | 9.9% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 0.87008041 |
Minimum | 0 |
---|---|
Maximum | 4.19 |
Zeros | 1 |
Zeros (%) | < 0.1% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 24.2 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0.2 |
Q1 | 0.49 |
median | 0.77 |
Q3 | 1.12 |
95-th percentile | 1.8525 |
Maximum | 4.19 |
Range | 4.19 |
Interquartile range (IQR) | 0.63 |
Descriptive statistics
Standard deviation | 0.54529162 |
---|---|
Coefficient of variation (CV) | 0.62671406 |
Kurtosis | 3.8261175 |
Mean | 0.87008041 |
Median Absolute Deviation (MAD) | 0.305 |
Skewness | 1.4883127 |
Sum | 2380.54 |
Variance | 0.29734296 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.64 | 37 | 1.4% |
0.61 | 36 | 1.3% |
0.7 | 34 | 1.2% |
0.75 | 33 | 1.2% |
0.85 | 33 | 1.2% |
0.58 | 32 | 1.2% |
0.8 | 31 | 1.1% |
0.88 | 30 | 1.1% |
0.69 | 30 | 1.1% |
0.52 | 29 | 1.1% |
Other values (260) | 2411 |
Value | Count | Frequency (%) |
0.0 | 1 | < 0.1% |
0.01 | 2 | 0.1% |
0.02 | 3 | |
0.04 | 1 | < 0.1% |
0.05 | 6 | |
0.06 | 6 | |
0.07 | 1 | < 0.1% |
0.08 | 6 | |
0.09 | 6 | |
0.1 | 7 |
Value | Count | Frequency (%) |
4.19 | 1 | |
3.96 | 1 | |
3.95 | 1 | |
3.77 | 1 | |
3.66 | 1 | |
3.64 | 1 | |
3.52 | 1 | |
3.48 | 1 | |
3.44 | 1 | |
3.38 | 1 |
암모니아성질소
Real number (ℝ)
Distinct | 879 |
---|---|
Distinct (%) | 32.1% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 13.216721 |
Minimum | 0 |
---|---|
Maximum | 380 |
Zeros | 5 |
Zeros (%) | 0.2% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 24.2 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0.8075 |
Q1 | 3.7975 |
median | 8 |
Q3 | 16.415 |
95-th percentile | 42.425 |
Maximum | 380 |
Range | 380 |
Interquartile range (IQR) | 12.6175 |
Descriptive statistics
Standard deviation | 17.342709 |
---|---|
Coefficient of variation (CV) | 1.3121793 |
Kurtosis | 88.850478 |
Mean | 13.216721 |
Median Absolute Deviation (MAD) | 5.2 |
Skewness | 6.3160759 |
Sum | 36160.95 |
Variance | 300.76955 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
7.0 | 43 | 1.6% |
3.0 | 42 | 1.5% |
1.0 | 39 | 1.4% |
5.0 | 37 | 1.4% |
2.0 | 36 | 1.3% |
8.0 | 34 | 1.2% |
6.0 | 33 | 1.2% |
4.0 | 30 | 1.1% |
11.0 | 28 | 1.0% |
12.0 | 25 | 0.9% |
Other values (869) | 2389 |
Value | Count | Frequency (%) |
0.0 | 5 | |
0.01 | 7 | |
0.02 | 1 | < 0.1% |
0.03 | 4 | |
0.04 | 7 | |
0.05 | 1 | < 0.1% |
0.07 | 4 | |
0.08 | 2 | 0.1% |
0.09 | 2 | 0.1% |
0.1 | 8 |
Value | Count | Frequency (%) |
380.0 | 1 | |
195.0 | 1 | |
162.2 | 1 | |
159.9 | 1 | |
151.9 | 1 | |
139.3 | 1 | |
136.7 | 1 | |
130.4 | 1 | |
129.7 | 1 | |
129.1 | 1 |
아질산성질소
Real number (ℝ)
ZEROS
 
Distinct | 477 |
---|---|
Distinct (%) | 17.4% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 3.9979971 |
Minimum | 0 |
---|---|
Maximum | 79.6 |
Zeros | 31 |
Zeros (%) | 1.1% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 24.2 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0.5 |
Q1 | 1.7 |
median | 2.86 |
Q3 | 4.1 |
95-th percentile | 9.4125 |
Maximum | 79.6 |
Range | 79.6 |
Interquartile range (IQR) | 2.4 |
Descriptive statistics
Standard deviation | 6.2299365 |
---|---|
Coefficient of variation (CV) | 1.5582644 |
Kurtosis | 62.463444 |
Mean | 3.9979971 |
Median Absolute Deviation (MAD) | 1.16 |
Skewness | 7.1569461 |
Sum | 10938.52 |
Variance | 38.812108 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
3.0 | 125 | 4.6% |
4.0 | 118 | 4.3% |
2.0 | 118 | 4.3% |
1.0 | 103 | 3.8% |
2.5 | 53 | 1.9% |
5.0 | 52 | 1.9% |
2.6 | 46 | 1.7% |
2.3 | 45 | 1.6% |
2.2 | 42 | 1.5% |
2.8 | 42 | 1.5% |
Other values (467) | 1992 |
Value | Count | Frequency (%) |
0.0 | 31 | |
0.01 | 4 | 0.1% |
0.03 | 2 | 0.1% |
0.04 | 4 | 0.1% |
0.06 | 1 | < 0.1% |
0.07 | 2 | 0.1% |
0.1 | 13 | |
0.13 | 1 | < 0.1% |
0.14 | 2 | 0.1% |
0.15 | 2 | 0.1% |
Value | Count | Frequency (%) |
79.6 | 1 | |
76.4 | 1 | |
76.1 | 1 | |
67.1 | 1 | |
64.7 | 1 | |
63.8 | 1 | |
63.2 | 1 | |
62.6 | 1 | |
62.0 | 1 | |
61.1 | 1 |
질산성질소
Real number (ℝ)
Distinct | 1501 |
---|---|
Distinct (%) | 54.9% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 52.090241 |
Minimum | 0 |
---|---|
Maximum | 390 |
Zeros | 3 |
Zeros (%) | 0.1% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 24.2 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 4.43 |
Q1 | 24 |
median | 45.7 |
Q3 | 69.5 |
95-th percentile | 117.125 |
Maximum | 390 |
Range | 390 |
Interquartile range (IQR) | 45.5 |
Descriptive statistics
Standard deviation | 40.424729 |
---|---|
Coefficient of variation (CV) | 0.77605187 |
Kurtosis | 10.720861 |
Mean | 52.090241 |
Median Absolute Deviation (MAD) | 22.82 |
Skewness | 2.2479552 |
Sum | 142518.9 |
Variance | 1634.1587 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
33.0 | 13 | 0.5% |
55.0 | 13 | 0.5% |
58.0 | 12 | 0.4% |
52.0 | 11 | 0.4% |
44.0 | 11 | 0.4% |
26.0 | 10 | 0.4% |
81.0 | 10 | 0.4% |
5.0 | 10 | 0.4% |
17.0 | 10 | 0.4% |
38.0 | 9 | 0.3% |
Other values (1491) | 2627 |
Value | Count | Frequency (%) |
0.0 | 3 | |
0.19 | 5 | |
0.2 | 2 | 0.1% |
0.27 | 2 | 0.1% |
0.3 | 1 | < 0.1% |
0.4 | 3 | |
0.45 | 1 | < 0.1% |
0.5 | 2 | 0.1% |
0.53 | 1 | < 0.1% |
0.54 | 1 | < 0.1% |
Value | Count | Frequency (%) |
390.0 | 1 | |
383.9 | 1 | |
374.0 | 1 | |
350.1 | 1 | |
340.0 | 1 | |
321.0 | 1 | |
291.0 | 1 | |
279.0 | 1 | |
278.9 | 1 | |
277.0 | 1 |
용존무기질소
Real number (ℝ)
Distinct | 1648 |
---|---|
Distinct (%) | 60.2% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 69.471721 |
Minimum | 0.74 |
---|---|
Maximum | 514.2 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 24.2 KiB |
Quantile statistics
Minimum | 0.74 |
---|---|
5-th percentile | 12.14 |
Q1 | 38.6 |
median | 62.62 |
Q3 | 90 |
95-th percentile | 147.65 |
Maximum | 514.2 |
Range | 513.46 |
Interquartile range (IQR) | 51.4 |
Descriptive statistics
Standard deviation | 46.844296 |
---|---|
Coefficient of variation (CV) | 0.674293 |
Kurtosis | 10.33166 |
Mean | 69.471721 |
Median Absolute Deviation (MAD) | 25.4 |
Skewness | 2.1609302 |
Sum | 190074.63 |
Variance | 2194.388 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
90.0 | 13 | 0.5% |
50.0 | 12 | 0.4% |
75.0 | 10 | 0.4% |
47.0 | 10 | 0.4% |
80.0 | 10 | 0.4% |
69.0 | 10 | 0.4% |
68.0 | 9 | 0.3% |
41.0 | 9 | 0.3% |
97.0 | 9 | 0.3% |
91.0 | 9 | 0.3% |
Other values (1638) | 2635 |
Value | Count | Frequency (%) |
0.74 | 1 | |
0.92 | 2 | |
0.99 | 1 | |
1.15 | 1 | |
1.57 | 1 | |
1.76 | 1 | |
1.89 | 1 | |
1.99 | 1 | |
2.0 | 1 | |
2.21 | 1 |
Value | Count | Frequency (%) |
514.2 | 1 | |
422.0 | 1 | |
413.1 | 1 | |
410.0 | 1 | |
383.6 | 1 | |
373.2 | 1 | |
351.0 | 1 | |
329.5 | 1 | |
326.0 | 1 | |
313.0 | 1 |
총질소
Real number (ℝ)
Distinct | 2077 |
---|---|
Distinct (%) | 75.9% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 239.54024 |
Minimum | 27 |
---|---|
Maximum | 1022.6 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 24.2 KiB |
Quantile statistics
Minimum | 27 |
---|---|
5-th percentile | 103.225 |
Q1 | 140.385 |
median | 183.27 |
Q3 | 260.55 |
95-th percentile | 610.675 |
Maximum | 1022.6 |
Range | 995.6 |
Interquartile range (IQR) | 120.165 |
Descriptive statistics
Standard deviation | 160.44993 |
---|---|
Coefficient of variation (CV) | 0.66982453 |
Kurtosis | 3.9844517 |
Mean | 239.54024 |
Median Absolute Deviation (MAD) | 52.615 |
Skewness | 2.0214914 |
Sum | 655382.11 |
Variance | 25744.181 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
244.0 | 7 | 0.3% |
146.0 | 6 | 0.2% |
139.0 | 5 | 0.2% |
224.0 | 5 | 0.2% |
232.0 | 5 | 0.2% |
133.0 | 5 | 0.2% |
177.0 | 5 | 0.2% |
272.0 | 5 | 0.2% |
181.0 | 5 | 0.2% |
229.0 | 5 | 0.2% |
Other values (2067) | 2683 |
Value | Count | Frequency (%) |
27.0 | 1 | |
41.0 | 1 | |
41.8 | 1 | |
52.0 | 1 | |
55.0 | 1 | |
55.57 | 1 | |
61.1 | 1 | |
61.8 | 1 | |
61.94 | 1 | |
63.49 | 1 |
Value | Count | Frequency (%) |
1022.6 | 1 | |
990.0 | 1 | |
988.0 | 1 | |
976.0 | 1 | |
953.0 | 1 | |
947.6 | 1 | |
944.9 | 1 | |
927.0 | 1 | |
915.0 | 1 | |
907.0 | 1 |
용존무기인
Real number (ℝ)
ZEROS
 
Distinct | 556 |
---|---|
Distinct (%) | 20.3% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 7.4032164 |
Minimum | 0 |
---|---|
Maximum | 45.23 |
Zeros | 31 |
Zeros (%) | 1.1% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 24.2 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0.8 |
Q1 | 3.1 |
median | 6.6 |
Q3 | 10.5 |
95-th percentile | 16.96 |
Maximum | 45.23 |
Range | 45.23 |
Interquartile range (IQR) | 7.4 |
Descriptive statistics
Standard deviation | 5.6007131 |
---|---|
Coefficient of variation (CV) | 0.7565243 |
Kurtosis | 5.296844 |
Mean | 7.4032164 |
Median Absolute Deviation (MAD) | 3.6 |
Skewness | 1.6612658 |
Sum | 20255.2 |
Variance | 31.367987 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
7.0 | 61 | 2.2% |
3.0 | 59 | 2.2% |
1.0 | 59 | 2.2% |
4.0 | 57 | 2.1% |
5.0 | 54 | 2.0% |
6.0 | 52 | 1.9% |
2.0 | 50 | 1.8% |
8.0 | 50 | 1.8% |
9.0 | 46 | 1.7% |
11.0 | 36 | 1.3% |
Other values (546) | 2212 |
Value | Count | Frequency (%) |
0.0 | 31 | |
0.01 | 21 | |
0.02 | 4 | 0.1% |
0.03 | 3 | 0.1% |
0.09 | 3 | 0.1% |
0.1 | 7 | 0.3% |
0.12 | 5 | 0.2% |
0.2 | 12 | 0.4% |
0.25 | 1 | < 0.1% |
0.3 | 5 | 0.2% |
Value | Count | Frequency (%) |
45.23 | 1 | < 0.1% |
42.0 | 1 | < 0.1% |
40.0 | 1 | < 0.1% |
38.0 | 4 | |
37.0 | 1 | < 0.1% |
35.0 | 2 | 0.1% |
34.0 | 2 | 0.1% |
32.0 | 8 | |
31.0 | 4 | |
30.4 | 1 | < 0.1% |
총인
Real number (ℝ)
SKEWED
 
Distinct | 732 |
---|---|
Distinct (%) | 26.8% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 19.360526 |
Minimum | 3.3 |
---|---|
Maximum | 2512 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 24.2 KiB |
Quantile statistics
Minimum | 3.3 |
---|---|
5-th percentile | 7.8 |
Q1 | 11.3 |
median | 14.2 |
Q3 | 18.9 |
95-th percentile | 37.6 |
Maximum | 2512 |
Range | 2508.7 |
Interquartile range (IQR) | 7.6 |
Descriptive statistics
Standard deviation | 64.477903 |
---|---|
Coefficient of variation (CV) | 3.3303797 |
Kurtosis | 1172.3216 |
Mean | 19.360526 |
Median Absolute Deviation (MAD) | 3.405 |
Skewness | 32.840228 |
Sum | 52970.4 |
Variance | 4157.4 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
12.0 | 55 | 2.0% |
13.0 | 54 | 2.0% |
11.0 | 50 | 1.8% |
14.0 | 48 | 1.8% |
10.0 | 48 | 1.8% |
17.0 | 37 | 1.4% |
15.0 | 31 | 1.1% |
16.0 | 31 | 1.1% |
9.0 | 22 | 0.8% |
19.0 | 21 | 0.8% |
Other values (722) | 2339 |
Value | Count | Frequency (%) |
3.3 | 1 | |
3.7 | 2 | |
4.0 | 1 | |
4.2 | 1 | |
4.4 | 2 | |
4.5 | 2 | |
4.6 | 1 | |
4.7 | 2 | |
4.77 | 1 | |
4.8 | 1 |
Value | Count | Frequency (%) |
2512.0 | 1 | |
2041.0 | 1 | |
497.0 | 1 | |
469.0 | 1 | |
437.0 | 1 | |
266.0 | 1 | |
203.0 | 1 | |
166.0 | 1 | |
117.0 | 1 | |
114.0 | 1 |
규산규소
Real number (ℝ)
Distinct | 2040 |
---|---|
Distinct (%) | 74.6% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 271.70882 |
Minimum | 6.2 |
---|---|
Maximum | 2798.15 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 24.2 KiB |
Quantile statistics
Minimum | 6.2 |
---|---|
5-th percentile | 107.525 |
Q1 | 180.475 |
median | 235 |
Q3 | 308.6 |
95-th percentile | 547.475 |
Maximum | 2798.15 |
Range | 2791.95 |
Interquartile range (IQR) | 128.125 |
Descriptive statistics
Standard deviation | 164.90991 |
---|---|
Coefficient of variation (CV) | 0.60693616 |
Kurtosis | 57.181538 |
Mean | 271.70882 |
Median Absolute Deviation (MAD) | 62.64 |
Skewness | 4.9114158 |
Sum | 743395.32 |
Variance | 27195.277 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
420.0 | 8 | 0.3% |
425.0 | 6 | 0.2% |
302.0 | 6 | 0.2% |
297.0 | 6 | 0.2% |
331.0 | 6 | 0.2% |
251.0 | 6 | 0.2% |
195.0 | 5 | 0.2% |
307.0 | 5 | 0.2% |
345.0 | 5 | 0.2% |
237.0 | 5 | 0.2% |
Other values (2030) | 2678 |
Value | Count | Frequency (%) |
6.2 | 1 | |
8.7 | 1 | |
21.4 | 1 | |
27.0 | 1 | |
29.29 | 1 | |
33.3 | 1 | |
33.8 | 1 | |
34.0 | 1 | |
40.35 | 1 | |
43.32 | 1 |
Value | Count | Frequency (%) |
2798.15 | 1 | |
2707.54 | 1 | |
2602.2 | 1 | |
1885.6 | 1 | |
1472.5 | 1 | |
1470.48 | 1 | |
1075.65 | 1 | |
1051.0 | 1 | |
919.0 | 1 | |
874.9 | 1 |
부유물질
Real number (ℝ)
ZEROS
 
Distinct | 522 |
---|---|
Distinct (%) | 19.1% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 6.3289181 |
Minimum | 0 |
---|---|
Maximum | 92 |
Zeros | 114 |
Zeros (%) | 4.2% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 24.2 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0.4 |
Q1 | 1.9 |
median | 3 |
Q3 | 6.2 |
95-th percentile | 25.925 |
Maximum | 92 |
Range | 92 |
Interquartile range (IQR) | 4.3 |
Descriptive statistics
Standard deviation | 8.6409328 |
---|---|
Coefficient of variation (CV) | 1.3653096 |
Kurtosis | 13.130393 |
Mean | 6.3289181 |
Median Absolute Deviation (MAD) | 1.55 |
Skewness | 3.0040769 |
Sum | 17315.92 |
Variance | 74.665719 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.0 | 114 | 4.2% |
2.0 | 78 | 2.9% |
2.2 | 73 | 2.7% |
1.8 | 69 | 2.5% |
1.7 | 58 | 2.1% |
2.1 | 57 | 2.1% |
1.9 | 56 | 2.0% |
1.4 | 53 | 1.9% |
2.3 | 53 | 1.9% |
3.0 | 51 | 1.9% |
Other values (512) | 2074 |
Value | Count | Frequency (%) |
0.0 | 114 | |
0.1 | 4 | 0.1% |
0.11 | 1 | < 0.1% |
0.15 | 2 | 0.1% |
0.17 | 1 | < 0.1% |
0.2 | 2 | 0.1% |
0.25 | 1 | < 0.1% |
0.3 | 5 | 0.2% |
0.35 | 3 | 0.1% |
0.4 | 6 | 0.2% |
Value | Count | Frequency (%) |
92.0 | 1 | |
88.9 | 1 | |
80.7 | 1 | |
56.67 | 1 | |
55.0 | 1 | |
54.9 | 1 | |
54.6 | 1 | |
51.8 | 1 | |
49.15 | 1 | |
45.6 | 1 |
클로로필에이
Real number (ℝ)
ZEROS
 
Distinct | 368 |
---|---|
Distinct (%) | 13.5% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 0.98327485 |
Minimum | 0 |
---|---|
Maximum | 11.56 |
Zeros | 136 |
Zeros (%) | 5.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 24.2 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0.01 |
Q1 | 0.35 |
median | 0.73 |
Q3 | 1.28 |
95-th percentile | 2.81 |
Maximum | 11.56 |
Range | 11.56 |
Interquartile range (IQR) | 0.93 |
Descriptive statistics
Standard deviation | 1.0117356 |
---|---|
Coefficient of variation (CV) | 1.0289449 |
Kurtosis | 16.002045 |
Mean | 0.98327485 |
Median Absolute Deviation (MAD) | 0.43 |
Skewness | 2.9663452 |
Sum | 2690.24 |
Variance | 1.0236089 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.0 | 136 | 5.0% |
0.44 | 48 | 1.8% |
0.84 | 38 | 1.4% |
0.64 | 35 | 1.3% |
0.41 | 29 | 1.1% |
0.23 | 28 | 1.0% |
0.87 | 27 | 1.0% |
0.61 | 26 | 1.0% |
0.06 | 25 | 0.9% |
0.67 | 25 | 0.9% |
Other values (358) | 2319 |
Value | Count | Frequency (%) |
0.0 | 136 | |
0.01 | 4 | 0.1% |
0.02 | 16 | 0.6% |
0.03 | 20 | 0.7% |
0.04 | 16 | 0.6% |
0.05 | 13 | 0.5% |
0.06 | 25 | 0.9% |
0.07 | 14 | 0.5% |
0.08 | 11 | 0.4% |
0.09 | 13 | 0.5% |
Value | Count | Frequency (%) |
11.56 | 1 | |
10.93 | 1 | |
9.22 | 1 | |
8.24 | 1 | |
8.21 | 1 | |
8.04 | 1 | |
7.75 | 1 | |
7.66 | 1 | |
6.41 | 1 | |
6.24 | 1 |
측정 연도 | 측정 월 | 측정 일자 | 정점명 | 위도 | 경도 | 날씨 | 수심 | 수층 | 투명도 | 수질평가지수(WQI)등급 | 수온 | 염분 | 수소이온농도 | 용존산소량 | 화학적산소요구량 | 암모니아성질소 | 아질산성질소 | 질산성질소 | 용존무기질소 | 총질소 | 용존무기인 | 총인 | 규산규소 | 부유물질 | 클로로필에이 | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
0 | 2021 | 11 | 2021-11-20 | 대정1 | 33.2025 | 126.251667 | 맑음 | 20 | 표층 | 9.0 | 1 | 19.91 | 34.17 | 8.12 | 8.18 | 0.58 | 6.5 | 3.07 | 52.64 | 62.2 | 113.12 | 9.8 | 13.21 | 157.11 | 33.7 | 0.93 |
1 | 2021 | 11 | 2021-11-20 | 대정2 | 33.22 | 126.3275 | 맑음 | 28 | 표층 | 9.0 | 2 | 20.27 | 34.14 | 8.15 | 9.0 | 1.71 | 3.26 | 1.53 | 10.47 | 15.26 | 118.83 | 4.9 | 17.52 | 67.65 | 22.0 | 2.9 |
2 | 2021 | 11 | 2021-11-20 | 대정3 | 33.237778 | 126.202778 | 맑음 | 28 | 표층 | 10.0 | 1 | 19.94 | 34.16 | 8.14 | 9.34 | 1.4 | 6.55 | 2.76 | 38.81 | 48.12 | 145.28 | 8.31 | 14.85 | 129.39 | 23.9 | 1.24 |
3 | 2021 | 11 | 2021-11-20 | 서귀포1 | 33.2625 | 126.661111 | 맑음 | 30 | 표층 | 12.0 | 1 | 20.41 | 34.04 | 8.16 | 9.49 | 1.76 | 9.42 | 2.13 | 29.65 | 41.2 | 136.81 | 6.26 | 19.22 | 123.98 | 22.7 | 0.98 |
4 | 2021 | 11 | 2021-11-20 | 서귀포2 | 33.229444 | 126.4125 | 맑음 | 23 | 표층 | 13.0 | 1 | 20.53 | 34.08 | 8.15 | 8.81 | 1.63 | 12.01 | 2.62 | 34.82 | 49.45 | 110.29 | 6.63 | 15.9 | 90.72 | 25.15 | 0.66 |
5 | 2021 | 11 | 2021-11-20 | 서귀포3 | 33.229444 | 126.566944 | 맑음 | 40 | 표층 | 11.0 | 1 | 20.48 | 34.1 | 8.15 | 8.91 | 2.15 | 6.16 | 2.49 | 26.98 | 35.63 | 94.58 | 6.45 | 11.41 | 85.23 | 25.4 | 0.69 |
6 | 2021 | 11 | 2021-11-20 | 한림1 | 33.376111 | 126.185 | 맑음 | 21 | 표층 | 11.0 | 1 | 19.2 | 33.99 | 8.09 | 8.33 | 1.89 | 20.71 | 4.98 | 59.05 | 84.74 | 164.54 | 11.32 | 21.11 | 202.72 | 39.85 | 0.74 |
7 | 2021 | 11 | 2021-11-20 | 한림2 | 33.463056 | 126.274444 | 맑음 | 32 | 표층 | 11.0 | 1 | 18.52 | 33.61 | 8.09 | 8.75 | 1.87 | 8.19 | 5.95 | 82.75 | 96.89 | 119.9 | 10.11 | 13.64 | 218.74 | 20.6 | 0.67 |
8 | 2021 | 11 | 2021-11-20 | 한림3 | 33.294444 | 126.16 | 맑음 | 17 | 표층 | 9.0 | 1 | 19.22 | 34.1 | 8.08 | 8.77 | 1.42 | 8.51 | 3.49 | 78.06 | 90.06 | 191.87 | 13.24 | 25.14 | 216.13 | 22.35 | 0.81 |
9 | 2021 | 11 | 2021-11-20 | 대정1 | 33.2025 | 126.251667 | 맑음 | 20 | 저층 | 9.0 | 1 | 19.73 | 34.2 | 8.11 | 8.16 | 0.35 | 14.69 | 2.93 | 63.77 | 81.38 | 107.7 | 11.72 | 14.85 | 187.15 | 20.15 | 0.76 |
측정 연도 | 측정 월 | 측정 일자 | 정점명 | 위도 | 경도 | 날씨 | 수심 | 수층 | 투명도 | 수질평가지수(WQI)등급 | 수온 | 염분 | 수소이온농도 | 용존산소량 | 화학적산소요구량 | 암모니아성질소 | 아질산성질소 | 질산성질소 | 용존무기질소 | 총질소 | 용존무기인 | 총인 | 규산규소 | 부유물질 | 클로로필에이 | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
2726 | 2012 | 11 | <NA> | 제주2 | 33.500556 | 126.427778 | 맑음 | 28 | 저층 | 9.0 | 2 | 17.33 | 33.41 | 8.23 | 7.7 | 0.7 | 0.7 | 7.9 | 63.3 | 71.9 | 162.6 | 9.4 | 11.9 | 237.2 | 17.0 | 2.7 |
2727 | 2012 | 11 | <NA> | 제주3 | 33.533889 | 126.568333 | 맑음 | 20 | 저층 | 8.0 | 2 | 16.71 | 33.13 | 8.23 | 7.82 | 0.75 | 0.2 | 6.4 | 66.8 | 73.4 | 180.4 | 9.7 | 10.9 | 252.6 | 20.0 | 3.66 |
2728 | 2012 | 11 | <NA> | 조천1 | 33.5375 | 126.855556 | 맑음 | 18 | 저층 | 10.5 | 2 | 17.12 | 33.75 | 8.25 | 7.67 | 0.3 | 2.6 | 8.3 | 64.4 | 75.3 | 160.0 | 9.4 | 10.5 | 229.8 | 19.67 | 3.33 |
2729 | 2012 | 11 | <NA> | 조천2 | 33.573889 | 126.732778 | 맑음 | 38 | 저층 | 7.5 | 2 | 17.08 | 33.58 | 8.24 | 7.84 | 0.33 | 1.5 | 8.1 | 69.7 | 79.2 | 173.6 | 11.0 | 11.4 | 238.3 | 15.0 | 3.61 |
2730 | 2012 | 11 | <NA> | 조천3 | 33.560556 | 126.666389 | 맑음 | 33 | 저층 | 8.5 | 2 | 16.99 | 33.45 | 8.24 | 7.57 | 0.68 | 4.1 | 6.8 | 72.6 | 83.5 | 170.3 | 9.3 | 9.4 | 265.2 | 23.0 | 3.95 |
2731 | 2012 | 11 | <NA> | 표선1 | 33.280833 | 126.7675 | 맑음 | 13 | 저층 | 9.5 | 2 | 18.74 | 33.86 | 8.2 | 7.62 | 0.62 | 5.1 | 9.0 | 61.9 | 76.0 | 161.0 | 7.8 | 10.9 | 245.2 | 5.67 | 2.65 |
2732 | 2012 | 11 | <NA> | 표선2 | 33.325556 | 126.865556 | 맑음 | 29 | 저층 | 10.0 | 2 | 18.17 | 33.87 | 8.25 | 7.6 | 0.68 | 2.6 | 9.8 | 55.6 | 68.0 | 154.9 | 7.1 | 10.7 | 208.8 | 17.0 | 2.7 |
2733 | 2012 | 11 | <NA> | 한림1 | 33.376111 | 126.185 | 맑음 | 32 | 저층 | 7.0 | 2 | 17.65 | 33.88 | 8.21 | 7.5 | 0.52 | 6.2 | 8.1 | 70.8 | 85.1 | 165.5 | 9.4 | 10.8 | 233.9 | 19.33 | 1.98 |
2734 | 2012 | 11 | <NA> | 한림2 | 33.463056 | 126.274444 | 맑음 | 38 | 저층 | 7.5 | 2 | 17.15 | 33.44 | 8.2 | 7.69 | 0.67 | 4.4 | 5.7 | 60.0 | 70.1 | 166.5 | 5.7 | 8.7 | 219.0 | 56.67 | 1.74 |
2735 | 2012 | 11 | <NA> | 한림3 | 33.294444 | 126.16 | 맑음 | 27 | 저층 | 8.0 | 1 | 17.8 | 33.97 | 8.2 | 7.3 | 0.19 | 6.6 | 7.6 | 82.9 | 97.0 | 172.4 | 10.3 | 12.3 | 251.9 | 41.0 | 2.32 |