Dataset statistics
Number of variables | 6 |
---|---|
Number of observations | 104 |
Missing cells | 144 |
Missing cells (%) | 23.1% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 5.4 KiB |
Average record size in memory | 53.2 B |
Variable types
Categorical | 2 |
---|---|
Numeric | 4 |
Dataset
Description | 파일데이터 요청건어업별_업종별_어선세력(전북특별자치도 연근해어업 동력어선의 척수, 톤수, 마력수 )(1980년~2019년) |
---|---|
Author | 전북특별자치도 |
URL | https://www.data.go.kr/data/15074823/fileData.do |
연도별 is highly overall correlated with 척수(척) and 1 other fields | High correlation |
척수(척) is highly overall correlated with 연도별 and 2 other fields | High correlation |
톤수(톤) is highly overall correlated with 연도별 and 1 other fields | High correlation |
마력수(마력) is highly overall correlated with 척수(척) and 2 other fields | High correlation |
업종별 is highly overall correlated with 척수(척) and 1 other fields | High correlation |
시도별 is highly overall correlated with 톤수(톤) and 1 other fields | High correlation |
척수(척) has 40 (38.5%) missing values | Missing |
톤수(톤) has 52 (50.0%) missing values | Missing |
마력수(마력) has 52 (50.0%) missing values | Missing |
Reproduction
Analysis started | 2024-03-14 09:54:34.013799 |
---|---|
Analysis finished | 2024-03-14 09:54:39.352063 |
Duration | 5.34 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
업종별
Categorical
HIGH CORRELATION
 
Distinct | 2 |
---|---|
Distinct (%) | 1.9% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 960.0 B |
근해어업 | |
---|---|
연안어업 |
Length
Max length | 4 |
---|---|
Median length | 4 |
Mean length | 4 |
Min length | 4 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 근해어업 |
---|---|
2nd row | 근해어업 |
3rd row | 근해어업 |
4th row | 근해어업 |
5th row | 근해어업 |
Common Values
Value | Count | Frequency (%) |
근해어업 | 52 | |
연안어업 | 52 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
근해어업 | 52 | |
연안어업 | 52 |
연도별
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 26 |
---|---|
Distinct (%) | 25.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 2006.2692 |
Minimum | 1992 |
---|---|
Maximum | 2019 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 1992 |
---|---|
5-th percentile | 1993 |
Q1 | 2000 |
median | 2006.5 |
Q3 | 2013 |
95-th percentile | 2018 |
Maximum | 2019 |
Range | 27 |
Interquartile range (IQR) | 13 |
Descriptive statistics
Standard deviation | 7.9099676 |
---|---|
Coefficient of variation (CV) | 0.0039426252 |
Kurtosis | -1.0550642 |
Mean | 2006.2692 |
Median Absolute Deviation (MAD) | 6.5 |
Skewness | -0.13719665 |
Sum | 208652 |
Variance | 62.567588 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
1992 | 4 | 3.8% |
2008 | 4 | 3.8% |
2019 | 4 | 3.8% |
2018 | 4 | 3.8% |
2017 | 4 | 3.8% |
2016 | 4 | 3.8% |
2015 | 4 | 3.8% |
2014 | 4 | 3.8% |
2013 | 4 | 3.8% |
2012 | 4 | 3.8% |
Other values (16) | 64 |
Value | Count | Frequency (%) |
1992 | 4 | |
1993 | 4 | |
1994 | 4 | |
1997 | 4 | |
1998 | 4 | |
1999 | 4 | |
2000 | 4 | |
2001 | 4 | |
2002 | 4 | |
2003 | 4 |
Value | Count | Frequency (%) |
2019 | 4 | |
2018 | 4 | |
2017 | 4 | |
2016 | 4 | |
2015 | 4 | |
2014 | 4 | |
2013 | 4 | |
2012 | 4 | |
2011 | 4 | |
2010 | 4 |
시도별
Categorical
HIGH CORRELATION
 
Distinct | 3 |
---|---|
Distinct (%) | 2.9% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 960.0 B |
전국 | |
---|---|
전라북도 | |
<NA> | 1 |
Length
Max length | 4 |
---|---|
Median length | 3 |
Mean length | 3 |
Min length | 2 |
Unique
Unique | 1 ? |
---|---|
Unique (%) | 1.0% |
Sample
1st row | 전국 |
---|---|
2nd row | 전라북도 |
3rd row | 전국 |
4th row | 전라북도 |
5th row | 전국 |
Common Values
Value | Count | Frequency (%) |
전국 | 52 | |
전라북도 | 51 | |
<NA> | 1 | 1.0% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
전국 | 52 | |
전라북도 | 51 | |
na | 1 | 1.0% |
척수(척)
Real number (ℝ)
HIGH CORRELATION
  MISSING
 
Distinct | 64 |
---|---|
Distinct (%) | 100.0% |
Missing | 40 |
Missing (%) | 38.5% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 21745.344 |
Minimum | 20 |
---|---|
Maximum | 59822 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 20 |
---|---|
5-th percentile | 74.55 |
Q1 | 2718.5 |
median | 5611 |
Q3 | 44074.25 |
95-th percentile | 59449.1 |
Maximum | 59822 |
Range | 59802 |
Interquartile range (IQR) | 41355.75 |
Descriptive statistics
Standard deviation | 23379.647 |
---|---|
Coefficient of variation (CV) | 1.0751565 |
Kurtosis | -1.5605848 |
Mean | 21745.344 |
Median Absolute Deviation (MAD) | 4799 |
Skewness | 0.52736562 |
Sum | 1391702 |
Variance | 5.4660788 × 108 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
40525 | 1 | 1.0% |
45252 | 1 | 1.0% |
52315 | 1 | 1.0% |
55776 | 1 | 1.0% |
59064 | 1 | 1.0% |
59486 | 1 | 1.0% |
59769 | 1 | 1.0% |
59820 | 1 | 1.0% |
59822 | 1 | 1.0% |
59240 | 1 | 1.0% |
Other values (54) | 54 | |
(Missing) | 40 |
Value | Count | Frequency (%) |
20 | 1 | |
61 | 1 | |
64 | 1 | |
72 | 1 | |
89 | 1 | |
95 | 1 | |
1529 | 1 | |
1530 | 1 | |
1532 | 1 | |
1734 | 1 |
Value | Count | Frequency (%) |
59822 | 1 | |
59820 | 1 | |
59769 | 1 | |
59486 | 1 | |
59240 | 1 | |
59064 | 1 | |
58390 | 1 | |
57843 | 1 | |
55776 | 1 | |
52659 | 1 |
톤수(톤)
Real number (ℝ)
HIGH CORRELATION
  MISSING
 
Distinct | 52 |
---|---|
Distinct (%) | 100.0% |
Missing | 52 |
Missing (%) | 50.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 6564387.9 |
Minimum | 107844.55 |
---|---|
Maximum | 3.3332258 × 108 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 107844.55 |
---|---|
5-th percentile | 110190.2 |
Q1 | 121350.87 |
median | 131651.12 |
Q3 | 162405.85 |
95-th percentile | 321369.99 |
Maximum | 3.3332258 × 108 |
Range | 3.3321473 × 108 |
Interquartile range (IQR) | 41054.985 |
Descriptive statistics
Standard deviation | 46201740 |
---|---|
Coefficient of variation (CV) | 7.0382404 |
Kurtosis | 51.99982 |
Mean | 6564387.9 |
Median Absolute Deviation (MAD) | 15918.475 |
Skewness | 7.2110842 |
Sum | 3.4134817 × 108 |
Variance | 2.1346008 × 1015 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
108615.73 | 1 | 1.0% |
120282.4 | 1 | 1.0% |
131766.3 | 1 | 1.0% |
139138.16 | 1 | 1.0% |
147637.71 | 1 | 1.0% |
151853.2 | 1 | 1.0% |
155808.06 | 1 | 1.0% |
157358.47 | 1 | 1.0% |
158578.35 | 1 | 1.0% |
157215.11 | 1 | 1.0% |
Other values (42) | 42 | |
(Missing) | 52 |
Value | Count | Frequency (%) |
107844.55 | 1 | |
108615.73 | 1 | |
109056.55 | 1 | |
111117.74 | 1 | |
115800.76 | 1 | |
117106.88 | 1 | |
117968.97 | 1 | |
118149.91 | 1 | |
118314.01 | 1 | |
119461.04 | 1 |
Value | Count | Frequency (%) |
333322578.0 | 1 | |
331273.38 | 1 | |
328876.37 | 1 | |
315228.4 | 1 | |
302322.8 | 1 | |
291599.82 | 1 | |
247274.62 | 1 | |
231909.49 | 1 | |
204200.11 | 1 | |
185773.09 | 1 |
마력수(마력)
Real number (ℝ)
HIGH CORRELATION
  MISSING
 
Distinct | 52 |
---|---|
Distinct (%) | 100.0% |
Missing | 52 |
Missing (%) | 50.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 5077289.2 |
Minimum | 1699986 |
---|---|
Maximum | 11721227 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 1699986 |
---|---|
5-th percentile | 1763867.8 |
Q1 | 1999840.2 |
median | 3292533 |
Q3 | 8398971.8 |
95-th percentile | 10417564 |
Maximum | 11721227 |
Range | 10021241 |
Interquartile range (IQR) | 6399131.5 |
Descriptive statistics
Standard deviation | 3314729.2 |
---|---|
Coefficient of variation (CV) | 0.65285414 |
Kurtosis | -1.4213838 |
Mean | 5077289.2 |
Median Absolute Deviation (MAD) | 1528717 |
Skewness | 0.44401991 |
Sum | 2.6401904 × 108 |
Variance | 1.098743 × 1013 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
3049791 | 1 | 1.0% |
5256199 | 1 | 1.0% |
5481894 | 1 | 1.0% |
6154172 | 1 | 1.0% |
7803944 | 1 | 1.0% |
8937270 | 1 | 1.0% |
11168198 | 1 | 1.0% |
11149253 | 1 | 1.0% |
11721227 | 1 | 1.0% |
8325925 | 1 | 1.0% |
Other values (42) | 42 | |
(Missing) | 52 |
Value | Count | Frequency (%) |
1699986 | 1 | |
1739900 | 1 | |
1763298 | 1 | |
1764334 | 1 | |
1777286 | 1 | |
1783003 | 1 | |
1795167 | 1 | |
1828445 | 1 | |
1880114 | 1 | |
1907612 | 1 |
Value | Count | Frequency (%) |
11721227 | 1 | |
11168198 | 1 | |
11149253 | 1 | |
9818909 | 1 | |
9554037 | 1 | |
8937270 | 1 | |
8919423 | 1 | |
8698444 | 1 | |
8596506 | 1 | |
8561963 | 1 |
업종별 | 연도별 | 시도별 | 척수(척) | 톤수(톤) | 마력수(마력) | |
---|---|---|---|---|---|---|
업종별 | 1.000 | 0.000 | 0.000 | 0.958 | 0.000 | 0.994 |
연도별 | 0.000 | 1.000 | 0.000 | 0.611 | NaN | 0.670 |
시도별 | 0.000 | 0.000 | 1.000 | 0.511 | NaN | NaN |
척수(척) | 0.958 | 0.611 | 0.511 | 1.000 | 0.428 | 0.740 |
톤수(톤) | 0.000 | NaN | NaN | 0.428 | 1.000 | 0.000 |
마력수(마력) | 0.994 | 0.670 | NaN | 0.740 | 0.000 | 1.000 |
업종별 | 시도별 | |
---|---|---|
업종별 | 1.000 | 0.000 |
시도별 | 0.000 | 1.000 |
연도별 | 척수(척) | 톤수(톤) | 마력수(마력) | 업종별 | 시도별 | |
---|---|---|---|---|---|---|
연도별 | 1.000 | -0.574 | -0.510 | -0.044 | 0.000 | 0.000 |
척수(척) | -0.574 | 1.000 | -0.081 | 0.874 | 0.790 | 0.355 |
톤수(톤) | -0.510 | -0.081 | 1.000 | -0.189 | 0.000 | 1.000 |
마력수(마력) | -0.044 | 0.874 | -0.189 | 1.000 | 0.854 | 1.000 |
업종별 | 0.000 | 0.790 | 0.000 | 0.854 | 1.000 | 0.000 |
시도별 | 0.000 | 0.355 | 1.000 | 1.000 | 0.000 | 1.000 |
업종별 | 연도별 | 시도별 | 척수(척) | 톤수(톤) | 마력수(마력) | |
---|---|---|---|---|---|---|
0 | 근해어업 | 1992 | 전국 | 6762 | 333322578.0 | 2065475 |
1 | 근해어업 | 1992 | 전라북도 | <NA> | <NA> | <NA> |
2 | 근해어업 | 1993 | 전국 | 6674 | 331273.38 | 2177521 |
3 | 근해어업 | 1993 | 전라북도 | <NA> | <NA> | <NA> |
4 | 근해어업 | 1994 | 전국 | 6536 | 328876.37 | 2385936 |
5 | 근해어업 | 1994 | 전라북도 | <NA> | <NA> | <NA> |
6 | 근해어업 | 1997 | 전국 | 6344 | 315228.4 | 4771713 |
7 | 근해어업 | 1997 | 전라북도 | <NA> | <NA> | <NA> |
8 | 근해어업 | 1998 | 전국 | 6164 | 302322.8 | 4695732 |
9 | 근해어업 | 1998 | 전라북도 | <NA> | <NA> | <NA> |
업종별 | 연도별 | 시도별 | 척수(척) | 톤수(톤) | 마력수(마력) | |
---|---|---|---|---|---|---|
94 | 연안어업 | 2015 | 전국 | 42339 | 119736.4 | 8412741 |
95 | 연안어업 | 2015 | 전라북도 | 1966 | <NA> | <NA> |
96 | 연안어업 | 2016 | 전국 | 40791 | 119461.04 | 8561963 |
97 | 연안어업 | 2016 | 전라북도 | 1971 | <NA> | <NA> |
98 | 연안어업 | 2017 | 전국 | 39206 | 117968.97 | 8596506 |
99 | 연안어업 | 2017 | 전라북도 | 1530 | <NA> | <NA> |
100 | 연안어업 | 2018 | 전국 | 38015 | 117106.88 | 8698444 |
101 | 연안어업 | 2018 | 전라북도 | 1532 | <NA> | <NA> |
102 | 연안어업 | 2019 | 전국 | 37453 | 118314.01 | 8919423 |
103 | 연안어업 | 2019 | 전라북도 | 1529 | <NA> | <NA> |