Dataset statistics
Number of variables | 10 |
---|---|
Number of observations | 22 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 2.0 KiB |
Average record size in memory | 94.0 B |
Variable types
Numeric | 6 |
---|---|
Categorical | 3 |
DateTime | 1 |
Dataset
Description | 인천광역시 남동구 어선세력 (연번,기준연도,세력구분 단위,동력어선,무동력어선,1톤미만어선,1~10톤미만어선,10~100톤미만어선,100톤이상어선,데이터기준일자 등)에 대해 톤과 척수 별 현황 데이터를 제공 |
---|---|
URL | https://www.data.go.kr/data/15087315/fileData.do |
데이터기준일자 has constant value "" | Constant |
세력구분 단위 is highly overall correlated with 동력어선 and 3 other fields | High correlation |
100톤이상어선 is highly overall correlated with 동력어선 and 3 other fields | High correlation |
연번 is highly overall correlated with 기준연도 and 1 other fields | High correlation |
기준연도 is highly overall correlated with 연번 and 1 other fields | High correlation |
동력어선 is highly overall correlated with 1-10톤미만어선 and 4 other fields | High correlation |
1톤미만어선 is highly overall correlated with 연번 and 2 other fields | High correlation |
1-10톤미만어선 is highly overall correlated with 동력어선 and 4 other fields | High correlation |
10-100톤미만어선 is highly overall correlated with 동력어선 and 4 other fields | High correlation |
무동력어선 is highly overall correlated with 동력어선 and 3 other fields | High correlation |
연번 has unique values | Unique |
Reproduction
Analysis started | 2023-12-12 19:01:19.575177 |
---|---|
Analysis finished | 2023-12-12 19:01:27.029587 |
Duration | 7.45 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
연번
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 22 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 11.5 |
Minimum | 1 |
---|---|
Maximum | 22 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 330.0 B |
Quantile statistics
Minimum | 1 |
---|---|
5-th percentile | 2.05 |
Q1 | 6.25 |
median | 11.5 |
Q3 | 16.75 |
95-th percentile | 20.95 |
Maximum | 22 |
Range | 21 |
Interquartile range (IQR) | 10.5 |
Descriptive statistics
Standard deviation | 6.4935866 |
---|---|
Coefficient of variation (CV) | 0.5646597 |
Kurtosis | -1.2 |
Mean | 11.5 |
Median Absolute Deviation (MAD) | 5.5 |
Skewness | 0 |
Sum | 253 |
Variance | 42.166667 |
Monotonicity | Strictly increasing |
Value | Count | Frequency (%) |
1 | 1 | 4.5% |
13 | 1 | 4.5% |
22 | 1 | 4.5% |
21 | 1 | 4.5% |
20 | 1 | 4.5% |
19 | 1 | 4.5% |
18 | 1 | 4.5% |
17 | 1 | 4.5% |
16 | 1 | 4.5% |
15 | 1 | 4.5% |
Other values (12) | 12 |
Value | Count | Frequency (%) |
1 | 1 | |
2 | 1 | |
3 | 1 | |
4 | 1 | |
5 | 1 | |
6 | 1 | |
7 | 1 | |
8 | 1 | |
9 | 1 | |
10 | 1 |
Value | Count | Frequency (%) |
22 | 1 | |
21 | 1 | |
20 | 1 | |
19 | 1 | |
18 | 1 | |
17 | 1 | |
16 | 1 | |
15 | 1 | |
14 | 1 | |
13 | 1 |
기준연도
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 8 |
---|---|
Distinct (%) | 36.4% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 2019.3636 |
Minimum | 2015 |
---|---|
Maximum | 2023 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 330.0 B |
Quantile statistics
Minimum | 2015 |
---|---|
5-th percentile | 2015.05 |
Q1 | 2017.25 |
median | 2020 |
Q3 | 2021 |
95-th percentile | 2022.95 |
Maximum | 2023 |
Range | 8 |
Interquartile range (IQR) | 3.75 |
Descriptive statistics
Standard deviation | 2.479352 |
---|---|
Coefficient of variation (CV) | 0.0012277888 |
Kurtosis | -0.92012423 |
Mean | 2019.3636 |
Median Absolute Deviation (MAD) | 2 |
Skewness | -0.41889638 |
Sum | 44426 |
Variance | 6.1471861 |
Monotonicity | Increasing |
Value | Count | Frequency (%) |
2020 | 6 | |
2021 | 4 | |
2015 | 2 | 9.1% |
2016 | 2 | 9.1% |
2017 | 2 | 9.1% |
2018 | 2 | 9.1% |
2022 | 2 | 9.1% |
2023 | 2 | 9.1% |
Value | Count | Frequency (%) |
2015 | 2 | 9.1% |
2016 | 2 | 9.1% |
2017 | 2 | 9.1% |
2018 | 2 | 9.1% |
2020 | 6 | |
2021 | 4 | |
2022 | 2 | 9.1% |
2023 | 2 | 9.1% |
Value | Count | Frequency (%) |
2023 | 2 | 9.1% |
2022 | 2 | 9.1% |
2021 | 4 | |
2020 | 6 | |
2018 | 2 | 9.1% |
2017 | 2 | 9.1% |
2016 | 2 | 9.1% |
2015 | 2 | 9.1% |
세력구분 단위
Categorical
HIGH CORRELATION
 
Distinct | 2 |
---|---|
Distinct (%) | 9.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 308.0 B |
척 | |
---|---|
톤 |
Length
Max length | 1 |
---|---|
Median length | 1 |
Mean length | 1 |
Min length | 1 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 척 |
---|---|
2nd row | 톤 |
3rd row | 척 |
4th row | 톤 |
5th row | 척 |
Common Values
Value | Count | Frequency (%) |
척 | 11 | |
톤 | 11 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
척 | 11 | |
톤 | 11 |
동력어선
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 21 |
---|---|
Distinct (%) | 95.5% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 963.04545 |
Minimum | 160 |
---|---|
Maximum | 1991 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 330.0 B |
Quantile statistics
Minimum | 160 |
---|---|
5-th percentile | 166.05 |
Q1 | 171.25 |
median | 959 |
Q3 | 1613 |
95-th percentile | 1976.2 |
Maximum | 1991 |
Range | 1831 |
Interquartile range (IQR) | 1441.75 |
Descriptive statistics
Standard deviation | 768.52725 |
---|---|
Coefficient of variation (CV) | 0.79801763 |
Kurtosis | -2.0483254 |
Mean | 963.04545 |
Median Absolute Deviation (MAD) | 761 |
Skewness | 0.059695528 |
Sum | 21187 |
Variance | 590634.14 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
167 | 2 | 9.1% |
347 | 1 | 4.5% |
1604 | 1 | 4.5% |
1560 | 1 | 4.5% |
160 | 1 | 4.5% |
1616 | 1 | 4.5% |
166 | 1 | 4.5% |
1585 | 1 | 4.5% |
1565 | 1 | 4.5% |
171 | 1 | 4.5% |
Other values (11) | 11 |
Value | Count | Frequency (%) |
160 | 1 | |
166 | 1 | |
167 | 2 | |
169 | 1 | |
171 | 1 | |
172 | 1 | |
224 | 1 | |
347 | 1 | |
353 | 1 | |
358 | 1 |
Value | Count | Frequency (%) |
1991 | 1 | |
1982 | 1 | |
1866 | 1 | |
1768 | 1 | |
1620 | 1 | |
1616 | 1 | |
1604 | 1 | |
1585 | 1 | |
1576 | 1 | |
1565 | 1 |
무동력어선
Categorical
HIGH CORRELATION
 
Distinct | 3 |
---|---|
Distinct (%) | 13.6% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 308.0 B |
0 | |
---|---|
1 | |
3 |
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 | 3 |
3rd row | 1 |
4th row | 3 |
5th row | 1 |
Common Values
Value | Count | Frequency (%) |
0 | 16 | |
1 | 3 | 13.6% |
3 | 3 | 13.6% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
0 | 16 | |
1 | 3 | 13.6% |
3 | 3 | 13.6% |
1톤미만어선
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 11 |
---|---|
Distinct (%) | 50.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 16.954545 |
Minimum | 1 |
---|---|
Maximum | 56 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 330.0 B |
Quantile statistics
Minimum | 1 |
---|---|
5-th percentile | 2 |
Q1 | 2 |
median | 3 |
Q3 | 37.5 |
95-th percentile | 55.7 |
Maximum | 56 |
Range | 55 |
Interquartile range (IQR) | 35.5 |
Descriptive statistics
Standard deviation | 21.140071 |
---|---|
Coefficient of variation (CV) | 1.2468675 |
Kurtosis | -0.88206527 |
Mean | 16.954545 |
Median Absolute Deviation (MAD) | 1 |
Skewness | 0.97118246 |
Sum | 373 |
Variance | 446.9026 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
3 | 6 | |
2 | 6 | |
56 | 2 | 9.1% |
50 | 1 | 4.5% |
42 | 1 | 4.5% |
45 | 1 | 4.5% |
46 | 1 | 4.5% |
24 | 1 | 4.5% |
19 | 1 | 4.5% |
4 | 1 | 4.5% |
Value | Count | Frequency (%) |
1 | 1 | 4.5% |
2 | 6 | |
3 | 6 | |
4 | 1 | 4.5% |
19 | 1 | 4.5% |
24 | 1 | 4.5% |
42 | 1 | 4.5% |
45 | 1 | 4.5% |
46 | 1 | 4.5% |
50 | 1 | 4.5% |
Value | Count | Frequency (%) |
56 | 2 | 9.1% |
50 | 1 | 4.5% |
46 | 1 | 4.5% |
45 | 1 | 4.5% |
42 | 1 | 4.5% |
24 | 1 | 4.5% |
19 | 1 | 4.5% |
4 | 1 | 4.5% |
3 | 6 | |
2 | 6 |
1-10톤미만어선
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 20 |
---|---|
Distinct (%) | 90.9% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 622.54545 |
Minimum | 140 |
---|---|
Maximum | 1280 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 330.0 B |
Quantile statistics
Minimum | 140 |
---|---|
5-th percentile | 147.15 |
Q1 | 154.25 |
median | 602 |
Q3 | 982.5 |
95-th percentile | 1269 |
Maximum | 1280 |
Range | 1140 |
Interquartile range (IQR) | 828.25 |
Descriptive statistics
Standard deviation | 455.68449 |
---|---|
Coefficient of variation (CV) | 0.73196983 |
Kurtosis | -1.8970702 |
Mean | 622.54545 |
Median Absolute Deviation (MAD) | 431.5 |
Skewness | 0.12468615 |
Sum | 13696 |
Variance | 207648.35 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
286 | 2 | 9.1% |
150 | 2 | 9.1% |
970 | 1 | 4.5% |
918 | 1 | 4.5% |
140 | 1 | 4.5% |
975 | 1 | 4.5% |
147 | 1 | 4.5% |
986 | 1 | 4.5% |
966 | 1 | 4.5% |
155 | 1 | 4.5% |
Other values (10) | 10 |
Value | Count | Frequency (%) |
140 | 1 | |
147 | 1 | |
150 | 2 | |
151 | 1 | |
154 | 1 | |
155 | 1 | |
183 | 1 | |
280 | 1 | |
286 | 2 | |
918 | 1 |
Value | Count | Frequency (%) |
1280 | 1 | |
1270 | 1 | |
1250 | 1 | |
1046 | 1 | |
986 | 1 | |
985 | 1 | |
975 | 1 | |
970 | 1 | |
968 | 1 | |
966 | 1 |
10-100톤미만어선
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 14 |
---|---|
Distinct (%) | 63.6% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 257.09091 |
Minimum | 11 |
---|---|
Maximum | 569 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 330.0 B |
Quantile statistics
Minimum | 11 |
---|---|
5-th percentile | 12 |
Q1 | 14.5 |
median | 221 |
Q3 | 500 |
95-th percentile | 563.1 |
Maximum | 569 |
Range | 558 |
Interquartile range (IQR) | 485.5 |
Descriptive statistics
Standard deviation | 250.33766 |
---|---|
Coefficient of variation (CV) | 0.97373206 |
Kurtosis | -2.1361361 |
Mean | 257.09091 |
Median Absolute Deviation (MAD) | 209.5 |
Skewness | 0.046092356 |
Sum | 5656 |
Variance | 62668.944 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
16 | 4 | |
14 | 2 | |
500 | 2 | |
12 | 2 | |
464 | 2 | |
507 | 2 | |
11 | 1 | 4.5% |
425 | 1 | 4.5% |
527 | 1 | 4.5% |
17 | 1 | 4.5% |
Other values (4) | 4 |
Value | Count | Frequency (%) |
11 | 1 | 4.5% |
12 | 2 | |
13 | 1 | 4.5% |
14 | 2 | |
16 | 4 | |
17 | 1 | 4.5% |
425 | 1 | 4.5% |
464 | 2 | |
471 | 1 | 4.5% |
500 | 2 |
Value | Count | Frequency (%) |
569 | 1 | 4.5% |
565 | 1 | 4.5% |
527 | 1 | 4.5% |
507 | 2 | |
500 | 2 | |
471 | 1 | 4.5% |
464 | 2 | |
425 | 1 | 4.5% |
17 | 1 | 4.5% |
16 | 4 |
100톤이상어선
Categorical
HIGH CORRELATION
 
Distinct | 3 |
---|---|
Distinct (%) | 13.6% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 308.0 B |
1 | |
---|---|
133 | |
132 | 1 |
Length
Max length | 3 |
---|---|
Median length | 2 |
Mean length | 2 |
Min length | 1 |
Unique
Unique | 1 ? |
---|---|
Unique (%) | 4.5% |
Sample
1st row | 1 |
---|---|
2nd row | 132 |
3rd row | 1 |
4th row | 133 |
5th row | 1 |
Common Values
Value | Count | Frequency (%) |
1 | 11 | |
133 | 10 | |
132 | 1 | 4.5% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
1 | 11 | |
133 | 10 | |
132 | 1 | 4.5% |
데이터기준일자
Date
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 4.5% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 308.0 B |
Minimum | 2023-05-11 00:00:00 |
---|---|
Maximum | 2023-05-11 00:00:00 |
연번 | 기준연도 | 세력구분 단위 | 동력어선 | 무동력어선 | 1톤미만어선 | 1-10톤미만어선 | 10-100톤미만어선 | 100톤이상어선 | |
---|---|---|---|---|---|---|---|---|---|
연번 | 1.000 | 0.713 | 0.000 | 0.674 | 0.574 | 0.424 | 0.510 | 0.000 | 0.000 |
기준연도 | 0.713 | 1.000 | 0.000 | 0.483 | 0.635 | 0.720 | 0.674 | 0.000 | 0.000 |
세력구분 단위 | 0.000 | 0.000 | 1.000 | 1.000 | 0.276 | 0.337 | 1.000 | 1.000 | 1.000 |
동력어선 | 0.674 | 0.483 | 1.000 | 1.000 | 1.000 | 0.854 | 0.987 | 0.827 | 0.742 |
무동력어선 | 0.574 | 0.635 | 0.276 | 1.000 | 1.000 | 0.991 | 1.000 | 0.579 | 0.762 |
1톤미만어선 | 0.424 | 0.720 | 0.337 | 0.854 | 0.991 | 1.000 | 0.672 | 0.687 | 0.706 |
1-10톤미만어선 | 0.510 | 0.674 | 1.000 | 0.987 | 1.000 | 0.672 | 1.000 | 0.739 | 0.742 |
10-100톤미만어선 | 0.000 | 0.000 | 1.000 | 0.827 | 0.579 | 0.687 | 0.739 | 1.000 | 1.000 |
100톤이상어선 | 0.000 | 0.000 | 1.000 | 0.742 | 0.762 | 0.706 | 0.742 | 1.000 | 1.000 |
무동력어선 | 세력구분 단위 | 100톤이상어선 | |
---|---|---|---|
무동력어선 | 1.000 | 0.432 | 0.416 |
세력구분 단위 | 0.432 | 1.000 | 0.975 |
100톤이상어선 | 0.416 | 0.975 | 1.000 |
연번 | 기준연도 | 동력어선 | 1톤미만어선 | 1-10톤미만어선 | 10-100톤미만어선 | 세력구분 단위 | 무동력어선 | 100톤이상어선 | |
---|---|---|---|---|---|---|---|---|---|
연번 | 1.000 | 0.985 | -0.316 | -0.869 | -0.301 | 0.086 | 0.000 | 0.304 | 0.000 |
기준연도 | 0.985 | 1.000 | -0.432 | -0.829 | -0.422 | -0.030 | 0.000 | 0.429 | 0.000 |
동력어선 | -0.316 | -0.432 | 1.000 | 0.092 | 0.982 | 0.823 | 0.922 | 0.946 | 0.700 |
1톤미만어선 | -0.869 | -0.829 | 0.092 | 1.000 | 0.070 | -0.169 | 0.191 | 0.811 | 0.341 |
1-10톤미만어선 | -0.301 | -0.422 | 0.982 | 0.070 | 1.000 | 0.774 | 0.922 | 0.946 | 0.700 |
10-100톤미만어선 | 0.086 | -0.030 | 0.823 | -0.169 | 0.774 | 1.000 | 0.949 | 0.569 | 0.973 |
세력구분 단위 | 0.000 | 0.000 | 0.922 | 0.191 | 0.922 | 0.949 | 1.000 | 0.432 | 0.975 |
무동력어선 | 0.304 | 0.429 | 0.946 | 0.811 | 0.946 | 0.569 | 0.432 | 1.000 | 0.416 |
100톤이상어선 | 0.000 | 0.000 | 0.700 | 0.341 | 0.700 | 0.973 | 0.975 | 0.416 | 1.000 |
연번 | 기준연도 | 세력구분 단위 | 동력어선 | 무동력어선 | 1톤미만어선 | 1-10톤미만어선 | 10-100톤미만어선 | 100톤이상어선 | 데이터기준일자 | |
---|---|---|---|---|---|---|---|---|---|---|
0 | 1 | 2015 | 척 | 347 | 1 | 50 | 286 | 11 | 1 | 2023-05-11 |
1 | 2 | 2015 | 톤 | 1866 | 3 | 42 | 1270 | 425 | 132 | 2023-05-11 |
2 | 3 | 2016 | 척 | 358 | 1 | 56 | 286 | 16 | 1 | 2023-05-11 |
3 | 4 | 2016 | 톤 | 1982 | 3 | 45 | 1280 | 527 | 133 | 2023-05-11 |
4 | 5 | 2017 | 척 | 353 | 1 | 56 | 280 | 17 | 1 | 2023-05-11 |
5 | 6 | 2017 | 톤 | 1991 | 3 | 46 | 1250 | 565 | 133 | 2023-05-11 |
6 | 7 | 2018 | 척 | 224 | 0 | 24 | 183 | 16 | 1 | 2023-05-11 |
7 | 8 | 2018 | 톤 | 1768 | 0 | 19 | 1046 | 569 | 133 | 2023-05-11 |
8 | 9 | 2020 | 척 | 172 | 0 | 3 | 154 | 14 | 1 | 2023-05-11 |
9 | 10 | 2020 | 척 | 169 | 0 | 4 | 150 | 14 | 1 | 2023-05-11 |
연번 | 기준연도 | 세력구분 단위 | 동력어선 | 무동력어선 | 1톤미만어선 | 1-10톤미만어선 | 10-100톤미만어선 | 100톤이상어선 | 데이터기준일자 | |
---|---|---|---|---|---|---|---|---|---|---|
12 | 13 | 2020 | 톤 | 1604 | 0 | 3 | 968 | 500 | 133 | 2023-05-11 |
13 | 14 | 2020 | 톤 | 1576 | 0 | 2 | 970 | 471 | 133 | 2023-05-11 |
14 | 15 | 2021 | 척 | 167 | 0 | 3 | 151 | 12 | 1 | 2023-05-11 |
15 | 16 | 2021 | 척 | 171 | 0 | 3 | 155 | 12 | 1 | 2023-05-11 |
16 | 17 | 2021 | 톤 | 1565 | 0 | 2 | 966 | 464 | 133 | 2023-05-11 |
17 | 18 | 2021 | 톤 | 1585 | 0 | 2 | 986 | 464 | 133 | 2023-05-11 |
18 | 19 | 2022 | 척 | 166 | 0 | 2 | 147 | 16 | 1 | 2023-05-11 |
19 | 20 | 2022 | 톤 | 1616 | 0 | 1 | 975 | 507 | 133 | 2023-05-11 |
20 | 21 | 2023 | 척 | 160 | 0 | 3 | 140 | 16 | 1 | 2023-05-11 |
21 | 22 | 2023 | 톤 | 1560 | 0 | 2 | 918 | 507 | 133 | 2023-05-11 |