Dataset statistics
Number of variables | 8 |
---|---|
Number of observations | 26 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 1.9 KiB |
Average record size in memory | 76.1 B |
Variable types
Numeric | 7 |
---|---|
Categorical | 1 |
Dataset
Description | 오염원별 해양오염사고 발생현황에 관한 데이터로 연도별(2010~2022년), 오염원별(화물선, 유조선, 어선, 기타선, 육상, 미상)로 해양오염 사고건수와 유출량을 정리한 데이터이다. |
---|---|
Author | 해양경찰청 |
URL | https://www.data.go.kr/data/15088428/fileData.do |
Reproduction
Analysis started | 2023-12-12 14:48:32.241210 |
---|---|
Analysis finished | 2023-12-12 14:48:38.850976 |
Duration | 6.61 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
연도
Real number (ℝ)
Distinct | 13 |
---|---|
Distinct (%) | 50.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 2016 |
Minimum | 2010 |
---|---|
Maximum | 2022 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 366.0 B |
Quantile statistics
Minimum | 2010 |
---|---|
5-th percentile | 2010.25 |
Q1 | 2013 |
median | 2016 |
Q3 | 2019 |
95-th percentile | 2021.75 |
Maximum | 2022 |
Range | 12 |
Interquartile range (IQR) | 6 |
Descriptive statistics
Standard deviation | 3.8157568 |
---|---|
Coefficient of variation (CV) | 0.0018927365 |
Kurtosis | -1.2131211 |
Mean | 2016 |
Median Absolute Deviation (MAD) | 3 |
Skewness | 0 |
Sum | 52416 |
Variance | 14.56 |
Monotonicity | Increasing |
Value | Count | Frequency (%) |
2010 | 2 | 7.7% |
2011 | 2 | 7.7% |
2012 | 2 | 7.7% |
2013 | 2 | 7.7% |
2014 | 2 | 7.7% |
2015 | 2 | 7.7% |
2016 | 2 | 7.7% |
2017 | 2 | 7.7% |
2018 | 2 | 7.7% |
2019 | 2 | 7.7% |
Other values (3) | 6 |
Value | Count | Frequency (%) |
2010 | 2 | |
2011 | 2 | |
2012 | 2 | |
2013 | 2 | |
2014 | 2 | |
2015 | 2 | |
2016 | 2 | |
2017 | 2 | |
2018 | 2 | |
2019 | 2 |
Value | Count | Frequency (%) |
2022 | 2 | |
2021 | 2 | |
2020 | 2 | |
2019 | 2 | |
2018 | 2 | |
2017 | 2 | |
2016 | 2 | |
2015 | 2 | |
2014 | 2 | |
2013 | 2 |
구분
Categorical
HIGH CORRELATION
 
Distinct | 2 |
---|---|
Distinct (%) | 7.7% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 340.0 B |
건 수 | |
---|---|
유출량(㎘) |
Length
Max length | 6 |
---|---|
Median length | 4.5 |
Mean length | 4.5 |
Min length | 3 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 건 수 |
---|---|
2nd row | 유출량(㎘) |
3rd row | 건 수 |
4th row | 유출량(㎘) |
5th row | 건 수 |
Common Values
Value | Count | Frequency (%) |
건 수 | 13 | |
유출량(㎘) | 13 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
건 | 13 | |
수 | 13 | |
유출량(㎘ | 13 |
화물선
Real number (ℝ)
Distinct | 24 |
---|---|
Distinct (%) | 92.3% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 92.119231 |
Minimum | 2.3 |
---|---|
Maximum | 785.6 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 366.0 B |
Quantile statistics
Minimum | 2.3 |
---|---|
5-th percentile | 5.825 |
Q1 | 25.25 |
median | 33.5 |
Q3 | 76.65 |
95-th percentile | 384.65 |
Maximum | 785.6 |
Range | 783.3 |
Interquartile range (IQR) | 51.4 |
Descriptive statistics
Standard deviation | 167.18012 |
---|---|
Coefficient of variation (CV) | 1.8148233 |
Kurtosis | 12.650651 |
Mean | 92.119231 |
Median Absolute Deviation (MAD) | 13.5 |
Skewness | 3.4488463 |
Sum | 2395.1 |
Variance | 27949.194 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
26.0 | 2 | 7.7% |
21.0 | 2 | 7.7% |
33.0 | 1 | 3.8% |
2.3 | 1 | 3.8% |
96.3 | 1 | 3.8% |
121.7 | 1 | 3.8% |
28.0 | 1 | 3.8% |
5.1 | 1 | 3.8% |
23.0 | 1 | 3.8% |
8.0 | 1 | 3.8% |
Other values (14) | 14 |
Value | Count | Frequency (%) |
2.3 | 1 | |
5.1 | 1 | |
8.0 | 1 | |
21.0 | 2 | |
23.0 | 1 | |
25.0 | 1 | |
26.0 | 2 | |
27.0 | 1 | |
28.0 | 1 | |
30.0 | 1 |
Value | Count | Frequency (%) |
785.6 | 1 | |
438.9 | 1 | |
221.9 | 1 | |
121.7 | 1 | |
96.8 | 1 | |
96.3 | 1 | |
82.1 | 1 | |
60.3 | 1 | |
49.1 | 1 | |
48.0 | 1 |
유조선
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 23 |
---|---|
Distinct (%) | 88.5% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 27.657692 |
Minimum | 1 |
---|---|
Maximum | 148.6 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 366.0 B |
Quantile statistics
Minimum | 1 |
---|---|
5-th percentile | 1.625 |
Q1 | 10.35 |
median | 24.5 |
Q3 | 31.75 |
95-th percentile | 75.975 |
Maximum | 148.6 |
Range | 147.6 |
Interquartile range (IQR) | 21.4 |
Descriptive statistics
Standard deviation | 30.514733 |
---|---|
Coefficient of variation (CV) | 1.1033 |
Kurtosis | 10.111217 |
Mean | 27.657692 |
Median Absolute Deviation (MAD) | 10.9 |
Skewness | 2.8830541 |
Sum | 719.1 |
Variance | 931.14894 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
25.0 | 2 | 7.7% |
32.0 | 2 | 7.7% |
24.0 | 2 | 7.7% |
37.0 | 1 | 3.8% |
88.5 | 1 | 3.8% |
2.4 | 1 | 3.8% |
26.0 | 1 | 3.8% |
29.7 | 1 | 3.8% |
35.0 | 1 | 3.8% |
18.4 | 1 | 3.8% |
Other values (13) | 13 |
Value | Count | Frequency (%) |
1.0 | 1 | |
1.4 | 1 | |
2.3 | 1 | |
2.4 | 1 | |
2.9 | 1 | |
7.5 | 1 | |
9.8 | 1 | |
12.0 | 1 | |
13.2 | 1 | |
18.4 | 1 |
Value | Count | Frequency (%) |
148.6 | 1 | |
88.5 | 1 | |
38.4 | 1 | |
37.0 | 1 | |
35.0 | 1 | |
32.0 | 2 | |
31.0 | 1 | |
30.0 | 1 | |
29.7 | 1 | |
26.0 | 1 |
어선
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 25 |
---|---|
Distinct (%) | 96.2% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 78.830769 |
Minimum | 5.6 |
---|---|
Maximum | 190 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 366.0 B |
Quantile statistics
Minimum | 5.6 |
---|---|
5-th percentile | 18.8 |
Q1 | 43.425 |
median | 81 |
Q3 | 107.5 |
95-th percentile | 139 |
Maximum | 190 |
Range | 184.4 |
Interquartile range (IQR) | 64.075 |
Descriptive statistics
Standard deviation | 45.334285 |
---|---|
Coefficient of variation (CV) | 0.57508363 |
Kurtosis | -0.16162026 |
Mean | 78.830769 |
Median Absolute Deviation (MAD) | 32.6 |
Skewness | 0.38896572 |
Sum | 2049.6 |
Variance | 2055.1974 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
91.0 | 2 | 7.7% |
140.0 | 1 | 3.8% |
115.0 | 1 | 3.8% |
190.0 | 1 | 3.8% |
85.0 | 1 | 3.8% |
88.9 | 1 | 3.8% |
25.2 | 1 | 3.8% |
103.0 | 1 | 3.8% |
49.8 | 1 | 3.8% |
136.0 | 1 | 3.8% |
Other values (15) | 15 |
Value | Count | Frequency (%) |
5.6 | 1 | |
17.8 | 1 | |
21.8 | 1 | |
25.2 | 1 | |
25.6 | 1 | |
37.4 | 1 | |
41.3 | 1 | |
49.8 | 1 | |
52.0 | 1 | |
54.0 | 1 |
Value | Count | Frequency (%) |
190.0 | 1 | |
140.0 | 1 | |
136.0 | 1 | |
130.5 | 1 | |
126.0 | 1 | |
115.0 | 1 | |
109.0 | 1 | |
103.0 | 1 | |
97.0 | 1 | |
91.0 | 2 |
기타선
Real number (ℝ)
Distinct | 23 |
---|---|
Distinct (%) | 88.5% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 114.22692 |
Minimum | 14.7 |
---|---|
Maximum | 692.4 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 366.0 B |
Quantile statistics
Minimum | 14.7 |
---|---|
5-th percentile | 24.25 |
Q1 | 57.075 |
median | 75.5 |
Q3 | 88.275 |
95-th percentile | 286.65 |
Maximum | 692.4 |
Range | 677.7 |
Interquartile range (IQR) | 31.2 |
Descriptive statistics
Standard deviation | 135.80514 |
---|---|
Coefficient of variation (CV) | 1.1889066 |
Kurtosis | 13.614073 |
Mean | 114.22692 |
Median Absolute Deviation (MAD) | 17.45 |
Skewness | 3.4411966 |
Sum | 2969.9 |
Variance | 18443.037 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
66.0 | 2 | 7.7% |
76.0 | 2 | 7.7% |
77.0 | 2 | 7.7% |
120.7 | 1 | 3.8% |
23.9 | 1 | 3.8% |
43.0 | 1 | 3.8% |
25.3 | 1 | 3.8% |
54.0 | 1 | 3.8% |
692.4 | 1 | 3.8% |
53.6 | 1 | 3.8% |
Other values (13) | 13 |
Value | Count | Frequency (%) |
14.7 | 1 | |
23.9 | 1 | |
25.3 | 1 | |
43.0 | 1 | |
53.6 | 1 | |
54.0 | 1 | |
56.1 | 1 | |
60.0 | 1 | |
66.0 | 2 | |
68.0 | 1 |
Value | Count | Frequency (%) |
692.4 | 1 | |
305.4 | 1 | |
230.4 | 1 | |
224.4 | 1 | |
154.8 | 1 | |
120.7 | 1 | |
88.7 | 1 | |
87.0 | 1 | |
84.5 | 1 | |
77.0 | 2 |
육상
Real number (ℝ)
Distinct | 24 |
---|---|
Distinct (%) | 92.3% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 74.588462 |
Minimum | 1.1 |
---|---|
Maximum | 904.8 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 366.0 B |
Quantile statistics
Minimum | 1.1 |
---|---|
5-th percentile | 7.075 |
Q1 | 23.425 |
median | 31.5 |
Q3 | 44.25 |
95-th percentile | 164.8 |
Maximum | 904.8 |
Range | 903.7 |
Interquartile range (IQR) | 20.825 |
Descriptive statistics
Standard deviation | 173.77476 |
---|---|
Coefficient of variation (CV) | 2.3297807 |
Kurtosis | 23.119551 |
Mean | 74.588462 |
Median Absolute Deviation (MAD) | 10 |
Skewness | 4.7153295 |
Sum | 1939.3 |
Variance | 30197.667 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
33.0 | 2 | 7.7% |
19.0 | 2 | 7.7% |
40.0 | 1 | 3.8% |
25.0 | 1 | 3.8% |
1.1 | 1 | 3.8% |
47.0 | 1 | 3.8% |
30.0 | 1 | 3.8% |
28.3 | 1 | 3.8% |
22.0 | 1 | 3.8% |
22.9 | 1 | 3.8% |
Other values (14) | 14 |
Value | Count | Frequency (%) |
1.1 | 1 | |
4.7 | 1 | |
14.2 | 1 | |
19.0 | 2 | |
22.0 | 1 | |
22.9 | 1 | |
25.0 | 1 | |
26.0 | 1 | |
27.0 | 1 | |
28.3 | 1 |
Value | Count | Frequency (%) |
904.8 | 1 | |
166.2 | 1 | |
160.6 | 1 | |
79.8 | 1 | |
47.0 | 1 | |
46.0 | 1 | |
45.0 | 1 | |
42.0 | 1 | |
40.0 | 1 | |
39.1 | 1 |
미상
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 17 |
---|---|
Distinct (%) | 65.4% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 4.1423077 |
Minimum | 0.1 |
---|---|
Maximum | 17 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 366.0 B |
Quantile statistics
Minimum | 0.1 |
---|---|
5-th percentile | 0.125 |
Q1 | 0.65 |
median | 1.6 |
Q3 | 6.5 |
95-th percentile | 15.25 |
Maximum | 17 |
Range | 16.9 |
Interquartile range (IQR) | 5.85 |
Descriptive statistics
Standard deviation | 4.891149 |
---|---|
Coefficient of variation (CV) | 1.1807788 |
Kurtosis | 1.8577293 |
Mean | 4.1423077 |
Median Absolute Deviation (MAD) | 1.5 |
Skewness | 1.5173558 |
Sum | 107.7 |
Variance | 23.923338 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
4.0 | 3 | |
8.0 | 2 | 7.7% |
0.2 | 2 | 7.7% |
17.0 | 2 | 7.7% |
0.1 | 2 | 7.7% |
0.9 | 2 | 7.7% |
0.8 | 2 | 7.7% |
5.0 | 2 | 7.7% |
0.5 | 1 | 3.8% |
1.2 | 1 | 3.8% |
Other values (7) | 7 |
Value | Count | Frequency (%) |
0.1 | 2 | |
0.2 | 2 | |
0.4 | 1 | |
0.5 | 1 | |
0.6 | 1 | |
0.8 | 2 | |
0.9 | 2 | |
1.0 | 1 | |
1.2 | 1 | |
2.0 | 1 |
Value | Count | Frequency (%) |
17.0 | 2 | |
10.0 | 1 | 3.8% |
9.0 | 1 | 3.8% |
8.0 | 2 | |
7.0 | 1 | 3.8% |
5.0 | 2 | |
4.0 | 3 | |
2.0 | 1 | 3.8% |
1.2 | 1 | 3.8% |
1.0 | 1 | 3.8% |
연도 | 구분 | 화물선 | 유조선 | 어선 | 기타선 | 육상 | 미상 | |
---|---|---|---|---|---|---|---|---|
연도 | 1.000 | 0.000 | 0.624 | 0.169 | 0.328 | 0.263 | 0.534 | 0.000 |
구분 | 0.000 | 1.000 | 0.414 | 0.524 | 0.638 | 0.592 | 0.146 | 1.000 |
화물선 | 0.624 | 0.414 | 1.000 | 0.000 | 0.297 | 0.715 | 0.810 | 0.000 |
유조선 | 0.169 | 0.524 | 0.000 | 1.000 | 0.663 | 0.467 | 0.000 | 0.230 |
어선 | 0.328 | 0.638 | 0.297 | 0.663 | 1.000 | 0.216 | 0.000 | 0.614 |
기타선 | 0.263 | 0.592 | 0.715 | 0.467 | 0.216 | 1.000 | 0.634 | 0.000 |
육상 | 0.534 | 0.146 | 0.810 | 0.000 | 0.000 | 0.634 | 1.000 | 0.000 |
미상 | 0.000 | 1.000 | 0.000 | 0.230 | 0.614 | 0.000 | 0.000 | 1.000 |
연도 | 화물선 | 유조선 | 어선 | 기타선 | 육상 | 미상 | 구분 | |
---|---|---|---|---|---|---|---|---|
연도 | 1.000 | -0.326 | -0.038 | 0.152 | -0.428 | -0.341 | -0.094 | 0.000 |
화물선 | -0.326 | 1.000 | -0.232 | -0.149 | 0.140 | 0.296 | -0.456 | 0.466 |
유조선 | -0.038 | -0.232 | 1.000 | 0.401 | -0.151 | -0.045 | 0.401 | 0.591 |
어선 | 0.152 | -0.149 | 0.401 | 1.000 | -0.289 | -0.368 | 0.434 | 0.535 |
기타선 | -0.428 | 0.140 | -0.151 | -0.289 | 1.000 | 0.029 | -0.007 | 0.384 |
육상 | -0.341 | 0.296 | -0.045 | -0.368 | 0.029 | 1.000 | -0.356 | 0.229 |
미상 | -0.094 | -0.456 | 0.401 | 0.434 | -0.007 | -0.356 | 1.000 | 0.913 |
구분 | 0.000 | 0.466 | 0.591 | 0.535 | 0.384 | 0.229 | 0.913 | 1.000 |
연도 | 구분 | 화물선 | 유조선 | 어선 | 기타선 | 육상 | 미상 | |
---|---|---|---|---|---|---|---|---|
0 | 2010 | 건 수 | 33.0 | 37.0 | 140.0 | 75.0 | 40.0 | 4.0 |
1 | 2010 | 유출량(㎘) | 82.1 | 148.6 | 130.5 | 224.4 | 14.2 | 1.2 |
2 | 2011 | 건 수 | 39.0 | 25.0 | 97.0 | 70.0 | 46.0 | 10.0 |
3 | 2011 | 유출량(㎘) | 60.3 | 1.4 | 52.0 | 88.7 | 166.2 | 0.5 |
4 | 2012 | 건 수 | 48.0 | 32.0 | 66.0 | 76.0 | 26.0 | 5.0 |
5 | 2012 | 유출량(㎘) | 221.9 | 1.0 | 5.6 | 154.8 | 34.6 | 0.8 |
6 | 2013 | 건 수 | 26.0 | 12.0 | 77.0 | 87.0 | 42.0 | 8.0 |
7 | 2013 | 유출량(㎘) | 438.9 | 2.9 | 17.8 | 14.7 | 160.6 | 0.1 |
8 | 2014 | 건 수 | 21.0 | 30.0 | 54.0 | 60.0 | 33.0 | 17.0 |
9 | 2014 | 유출량(㎘) | 785.6 | 38.4 | 41.3 | 230.4 | 904.8 | 0.9 |
연도 | 구분 | 화물선 | 유조선 | 어선 | 기타선 | 육상 | 미상 | |
---|---|---|---|---|---|---|---|---|
16 | 2018 | 건 수 | 30.0 | 31.0 | 126.0 | 66.0 | 33.0 | 2.0 |
17 | 2018 | 유출량(㎘) | 46.0 | 7.5 | 73.7 | 84.5 | 39.1 | 0.1 |
18 | 2019 | 건 수 | 27.0 | 32.0 | 136.0 | 68.0 | 29.0 | 4.0 |
19 | 2019 | 유출량(㎘) | 8.0 | 13.2 | 49.8 | 53.6 | 22.9 | 0.4 |
20 | 2020 | 건 수 | 23.0 | 24.0 | 103.0 | 77.0 | 22.0 | 5.0 |
21 | 2020 | 유출량(㎘) | 5.1 | 18.4 | 25.2 | 692.4 | 28.3 | 0.9 |
22 | 2021 | 건 수 | 28.0 | 35.0 | 91.0 | 54.0 | 30.0 | 9.0 |
23 | 2021 | 유출량(㎘) | 121.7 | 29.7 | 88.9 | 25.3 | 47.0 | 0.2 |
24 | 2022 | 건 수 | 26.0 | 26.0 | 85.0 | 43.0 | 19.0 | 7.0 |
25 | 2022 | 유출량(㎘) | 96.3 | 2.4 | 190.0 | 23.9 | 1.1 | 0.8 |