Dataset statistics
Number of variables | 8 |
---|---|
Number of observations | 185 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 12.6 KiB |
Average record size in memory | 69.7 B |
Variable types
Numeric | 5 |
---|---|
Categorical | 3 |
Dataset
Description | 전공항 마리나의 월별 계류장 등록현황입니다. 월별 계류장 등록현황에서 선박종류, 총톤수, 길이, 넓이, 깊이를 확인할 수 있습니다. |
---|---|
Author | 화성도시공사 |
URL | https://www.data.go.kr/data/15126901/fileData.do |
데이터기준일자 has constant value "" | Constant |
연번 is highly overall correlated with 구분 | High correlation |
총톤수 is highly overall correlated with 길이 and 2 other fields | High correlation |
길이 is highly overall correlated with 총톤수 and 2 other fields | High correlation |
넓이 is highly overall correlated with 총톤수 and 2 other fields | High correlation |
깊이 is highly overall correlated with 총톤수 and 2 other fields | High correlation |
구분 is highly overall correlated with 연번 | High correlation |
연번 has unique values | Unique |
총톤수 has 3 (1.6%) zeros | Zeros |
넓이 has 3 (1.6%) zeros | Zeros |
깊이 has 3 (1.6%) zeros | Zeros |
Reproduction
Analysis started | 2024-03-14 11:50:24.237937 |
---|---|
Analysis finished | 2024-03-14 11:50:31.760418 |
Duration | 7.52 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
연번
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 185 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 93 |
Minimum | 1 |
---|---|
Maximum | 185 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.8 KiB |
Quantile statistics
Minimum | 1 |
---|---|
5-th percentile | 10.2 |
Q1 | 47 |
median | 93 |
Q3 | 139 |
95-th percentile | 175.8 |
Maximum | 185 |
Range | 184 |
Interquartile range (IQR) | 92 |
Descriptive statistics
Standard deviation | 53.549043 |
---|---|
Coefficient of variation (CV) | 0.57579616 |
Kurtosis | -1.2 |
Mean | 93 |
Median Absolute Deviation (MAD) | 46 |
Skewness | 0 |
Sum | 17205 |
Variance | 2867.5 |
Monotonicity | Strictly increasing |
Value | Count | Frequency (%) |
1 | 1 | 0.5% |
128 | 1 | 0.5% |
119 | 1 | 0.5% |
120 | 1 | 0.5% |
121 | 1 | 0.5% |
122 | 1 | 0.5% |
123 | 1 | 0.5% |
124 | 1 | 0.5% |
125 | 1 | 0.5% |
126 | 1 | 0.5% |
Other values (175) | 175 |
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 (%) |
185 | 1 | |
184 | 1 | |
183 | 1 | |
182 | 1 | |
181 | 1 | |
180 | 1 | |
179 | 1 | |
178 | 1 | |
177 | 1 | |
176 | 1 |
구분
Categorical
HIGH CORRELATION
 
Distinct | 2 |
---|---|
Distinct (%) | 1.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 1.6 KiB |
해상 | |
---|---|
육상 |
Length
Max length | 2 |
---|---|
Median length | 2 |
Mean length | 2 |
Min length | 2 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 해상 |
---|---|
2nd row | 해상 |
3rd row | 해상 |
4th row | 해상 |
5th row | 해상 |
Common Values
Value | Count | Frequency (%) |
해상 | 145 | |
육상 | 40 | 21.6% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
해상 | 145 | |
육상 | 40 | 21.6% |
선박종류
Categorical
Distinct | 11 |
---|---|
Distinct (%) | 5.9% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 1.6 KiB |
모터보트 | |
---|---|
세일링요트 | |
기선 | |
범선 | 10 |
동력요트 | 8 |
Other values (6) | 8 |
Length
Max length | 7 |
---|---|
Median length | 4 |
Mean length | 3.9135135 |
Min length | 2 |
Unique
Unique | 5 ? |
---|---|
Unique (%) | 2.7% |
Sample
1st row | 모터보트 |
---|---|
2nd row | 모터보트 |
3rd row | 모터보트 |
4th row | 모터보트 |
5th row | 모터보트 |
Common Values
Value | Count | Frequency (%) |
모터보트 | 114 | |
세일링요트 | 32 | 17.3% |
기선 | 13 | 7.0% |
범선 | 10 | 5.4% |
동력요트 | 8 | 4.3% |
보트 | 3 | 1.6% |
모트보트 | 1 | 0.5% |
모터모트 | 1 | 0.5% |
세일리요트 | 1 | 0.5% |
세일요트 | 1 | 0.5% |
Length
Value | Count | Frequency (%) |
모터보트 | 114 | |
세일링요트 | 32 | 17.3% |
기선 | 13 | 7.0% |
범선 | 10 | 5.4% |
동력요트 | 8 | 4.3% |
보트 | 3 | 1.6% |
모트보트 | 1 | 0.5% |
모터모트 | 1 | 0.5% |
세일리요트 | 1 | 0.5% |
세일요트 | 1 | 0.5% |
총톤수
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 84 |
---|---|
Distinct (%) | 45.4% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 5.9021622 |
Minimum | 0 |
---|---|
Maximum | 24 |
Zeros | 3 |
Zeros (%) | 1.6% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.8 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 1.3 |
Q1 | 2.9 |
median | 5.2 |
Q3 | 7.5 |
95-th percentile | 14.8 |
Maximum | 24 |
Range | 24 |
Interquartile range (IQR) | 4.6 |
Descriptive statistics
Standard deviation | 4.0697847 |
---|---|
Coefficient of variation (CV) | 0.68954132 |
Kurtosis | 2.2624354 |
Mean | 5.9021622 |
Median Absolute Deviation (MAD) | 2.3 |
Skewness | 1.3326203 |
Sum | 1091.9 |
Variance | 16.563147 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
6.7 | 7 | 3.8% |
3.5 | 6 | 3.2% |
15.0 | 5 | 2.7% |
12.0 | 5 | 2.7% |
7.5 | 4 | 2.2% |
3.2 | 4 | 2.2% |
4.2 | 4 | 2.2% |
13.0 | 4 | 2.2% |
5.7 | 4 | 2.2% |
6.4 | 4 | 2.2% |
Other values (74) | 138 |
Value | Count | Frequency (%) |
0.0 | 3 | |
1.0 | 3 | |
1.1 | 1 | 0.5% |
1.2 | 2 | |
1.3 | 2 | |
1.4 | 3 | |
1.5 | 1 | 0.5% |
1.6 | 3 | |
1.7 | 3 | |
1.8 | 2 |
Value | Count | Frequency (%) |
24.0 | 1 | 0.5% |
19.0 | 1 | 0.5% |
18.0 | 1 | 0.5% |
17.0 | 1 | 0.5% |
15.6 | 1 | 0.5% |
15.0 | 5 | |
14.0 | 1 | 0.5% |
13.0 | 4 | |
12.0 | 5 | |
11.3 | 1 | 0.5% |
길이
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 72 |
---|---|
Distinct (%) | 38.9% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 9.2616216 |
Minimum | 5.1 |
---|---|
Maximum | 14.8 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.8 KiB |
Quantile statistics
Minimum | 5.1 |
---|---|
5-th percentile | 5.72 |
Q1 | 7.7 |
median | 9.1 |
Q3 | 10.6 |
95-th percentile | 12.88 |
Maximum | 14.8 |
Range | 9.7 |
Interquartile range (IQR) | 2.9 |
Descriptive statistics
Standard deviation | 2.0981844 |
---|---|
Coefficient of variation (CV) | 0.22654612 |
Kurtosis | -0.47099982 |
Mean | 9.2616216 |
Median Absolute Deviation (MAD) | 1.5 |
Skewness | 0.17848631 |
Sum | 1713.4 |
Variance | 4.4023778 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
10.6 | 9 | 4.9% |
8.9 | 7 | 3.8% |
9.8 | 7 | 3.8% |
8.8 | 6 | 3.2% |
9.9 | 5 | 2.7% |
10.8 | 5 | 2.7% |
11.9 | 5 | 2.7% |
10.1 | 5 | 2.7% |
6.6 | 5 | 2.7% |
8.1 | 4 | 2.2% |
Other values (62) | 127 |
Value | Count | Frequency (%) |
5.1 | 1 | 0.5% |
5.2 | 3 | |
5.3 | 1 | 0.5% |
5.4 | 2 | |
5.5 | 1 | 0.5% |
5.6 | 1 | 0.5% |
5.7 | 1 | 0.5% |
5.8 | 1 | 0.5% |
6.2 | 1 | 0.5% |
6.3 | 3 |
Value | Count | Frequency (%) |
14.8 | 1 | 0.5% |
14.4 | 1 | 0.5% |
13.9 | 1 | 0.5% |
13.2 | 2 | |
13.1 | 1 | 0.5% |
13.0 | 2 | |
12.9 | 2 | |
12.8 | 1 | 0.5% |
12.7 | 3 | |
12.5 | 2 |
넓이
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 31 |
---|---|
Distinct (%) | 16.8% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 3.1427027 |
Minimum | 0 |
---|---|
Maximum | 7.8 |
Zeros | 3 |
Zeros (%) | 1.6% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.8 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 2.2 |
Q1 | 2.6 |
median | 3.2 |
Q3 | 3.6 |
95-th percentile | 4.4 |
Maximum | 7.8 |
Range | 7.8 |
Interquartile range (IQR) | 1 |
Descriptive statistics
Standard deviation | 0.85412251 |
---|---|
Coefficient of variation (CV) | 0.27177961 |
Kurtosis | 5.9049307 |
Mean | 3.1427027 |
Median Absolute Deviation (MAD) | 0.6 |
Skewness | 0.24345208 |
Sum | 581.4 |
Variance | 0.72952526 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
2.6 | 17 | 9.2% |
3.4 | 14 | 7.6% |
3.5 | 13 | 7.0% |
3.8 | 11 | 5.9% |
2.4 | 11 | 5.9% |
2.3 | 10 | 5.4% |
3.3 | 10 | 5.4% |
2.8 | 10 | 5.4% |
2.5 | 10 | 5.4% |
3.2 | 7 | 3.8% |
Other values (21) | 72 |
Value | Count | Frequency (%) |
0.0 | 3 | 1.6% |
1.7 | 1 | 0.5% |
1.8 | 1 | 0.5% |
1.9 | 2 | 1.1% |
2.1 | 1 | 0.5% |
2.2 | 3 | 1.6% |
2.3 | 10 | |
2.4 | 11 | |
2.5 | 10 | |
2.6 | 17 |
Value | Count | Frequency (%) |
7.8 | 1 | 0.5% |
4.8 | 1 | 0.5% |
4.5 | 5 | |
4.4 | 5 | |
4.3 | 4 | 2.2% |
4.2 | 5 | |
4.1 | 1 | 0.5% |
4.0 | 5 | |
3.9 | 2 | 1.1% |
3.8 | 11 |
깊이
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 22 |
---|---|
Distinct (%) | 11.9% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 1.5708108 |
Minimum | 0 |
---|---|
Maximum | 3.1 |
Zeros | 3 |
Zeros (%) | 1.6% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.8 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0.92 |
Q1 | 1.3 |
median | 1.6 |
Q3 | 1.8 |
95-th percentile | 2.3 |
Maximum | 3.1 |
Range | 3.1 |
Interquartile range (IQR) | 0.5 |
Descriptive statistics
Standard deviation | 0.45637024 |
---|---|
Coefficient of variation (CV) | 0.29053164 |
Kurtosis | 1.9439834 |
Mean | 1.5708108 |
Median Absolute Deviation (MAD) | 0.3 |
Skewness | -0.056161556 |
Sum | 290.6 |
Variance | 0.2082738 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
1.6 | 31 | |
1.3 | 22 | |
1.4 | 20 | |
1.5 | 18 | |
1.7 | 12 | 6.5% |
1.0 | 10 | 5.4% |
2.0 | 10 | 5.4% |
1.9 | 8 | 4.3% |
2.2 | 7 | 3.8% |
1.8 | 7 | 3.8% |
Other values (12) | 40 |
Value | Count | Frequency (%) |
0.0 | 3 | 1.6% |
0.7 | 1 | 0.5% |
0.8 | 1 | 0.5% |
0.9 | 5 | 2.7% |
1.0 | 10 | |
1.1 | 6 | 3.2% |
1.2 | 5 | 2.7% |
1.3 | 22 | |
1.4 | 20 | |
1.5 | 18 |
Value | Count | Frequency (%) |
3.1 | 1 | 0.5% |
3.0 | 1 | 0.5% |
2.5 | 1 | 0.5% |
2.4 | 6 | |
2.3 | 6 | |
2.2 | 7 | |
2.1 | 4 | 2.2% |
2.0 | 10 | |
1.9 | 8 | |
1.8 | 7 |
데이터기준일자
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 0.5% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 1.6 KiB |
2023-12-31 |
---|
Length
Max length | 10 |
---|---|
Median length | 10 |
Mean length | 10 |
Min length | 10 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 2023-12-31 |
---|---|
2nd row | 2023-12-31 |
3rd row | 2023-12-31 |
4th row | 2023-12-31 |
5th row | 2023-12-31 |
Common Values
Value | Count | Frequency (%) |
2023-12-31 | 185 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
2023-12-31 | 185 |
연번 | 구분 | 선박종류 | 총톤수 | 길이 | 넓이 | 깊이 | |
---|---|---|---|---|---|---|---|
연번 | 1.000 | 0.998 | 0.132 | 0.368 | 0.519 | 0.300 | 0.270 |
구분 | 0.998 | 1.000 | 0.040 | 0.066 | 0.329 | 0.024 | 0.095 |
선박종류 | 0.132 | 0.040 | 1.000 | 0.310 | 0.177 | 0.624 | 0.557 |
총톤수 | 0.368 | 0.066 | 0.310 | 1.000 | 0.783 | 0.830 | 0.866 |
길이 | 0.519 | 0.329 | 0.177 | 0.783 | 1.000 | 0.744 | 0.650 |
넓이 | 0.300 | 0.024 | 0.624 | 0.830 | 0.744 | 1.000 | 0.800 |
깊이 | 0.270 | 0.095 | 0.557 | 0.866 | 0.650 | 0.800 | 1.000 |
구분 | 선박종류 | |
---|---|---|
구분 | 1.000 | 0.033 |
선박종류 | 0.033 | 1.000 |
연번 | 총톤수 | 길이 | 넓이 | 깊이 | 구분 | 선박종류 | |
---|---|---|---|---|---|---|---|
연번 | 1.000 | 0.099 | 0.183 | 0.140 | 0.083 | 0.936 | 0.061 |
총톤수 | 0.099 | 1.000 | 0.822 | 0.862 | 0.777 | 0.093 | 0.150 |
길이 | 0.183 | 0.822 | 1.000 | 0.841 | 0.679 | 0.246 | 0.074 |
넓이 | 0.140 | 0.862 | 0.841 | 1.000 | 0.752 | 0.000 | 0.364 |
깊이 | 0.083 | 0.777 | 0.679 | 0.752 | 1.000 | 0.092 | 0.289 |
구분 | 0.936 | 0.093 | 0.246 | 0.000 | 0.092 | 1.000 | 0.033 |
선박종류 | 0.061 | 0.150 | 0.074 | 0.364 | 0.289 | 0.033 | 1.000 |
연번 | 구분 | 선박종류 | 총톤수 | 길이 | 넓이 | 깊이 | 데이터기준일자 | |
---|---|---|---|---|---|---|---|---|
0 | 1 | 해상 | 모터보트 | 3.1 | 7.3 | 2.3 | 1.7 | 2023-12-31 |
1 | 2 | 해상 | 모터보트 | 2.6 | 7.5 | 2.5 | 1.1 | 2023-12-31 |
2 | 3 | 해상 | 모터보트 | 3.3 | 8.1 | 2.6 | 1.3 | 2023-12-31 |
3 | 4 | 해상 | 모터보트 | 2.7 | 7.4 | 2.4 | 1.5 | 2023-12-31 |
4 | 5 | 해상 | 모터보트 | 5.2 | 9.1 | 2.7 | 1.4 | 2023-12-31 |
5 | 6 | 해상 | 모터보트 | 1.4 | 6.9 | 2.4 | 1.0 | 2023-12-31 |
6 | 7 | 해상 | 기선 | 3.5 | 7.6 | 2.5 | 1.4 | 2023-12-31 |
7 | 8 | 해상 | 모터보트 | 6.5 | 9.0 | 3.5 | 1.0 | 2023-12-31 |
8 | 9 | 해상 | 모터보트 | 2.2 | 7.3 | 2.6 | 1.3 | 2023-12-31 |
9 | 10 | 해상 | 모터보트 | 4.3 | 8.8 | 2.7 | 1.6 | 2023-12-31 |
연번 | 구분 | 선박종류 | 총톤수 | 길이 | 넓이 | 깊이 | 데이터기준일자 | |
---|---|---|---|---|---|---|---|---|
175 | 176 | 육상 | 모터보트 | 4.4 | 8.5 | 2.9 | 1.5 | 2023-12-31 |
176 | 177 | 육상 | 세일링요트 | 8.4 | 11.9 | 4.0 | 1.7 | 2023-12-31 |
177 | 178 | 육상 | 모터보트 | 13.0 | 11.7 | 4.3 | 2.4 | 2023-12-31 |
178 | 179 | 육상 | 모터보트 | 7.5 | 8.9 | 3.3 | 2.0 | 2023-12-31 |
179 | 180 | 육상 | 모터보트 | 2.7 | 7.4 | 2.4 | 1.5 | 2023-12-31 |
180 | 181 | 육상 | 범선 | 6.9 | 8.8 | 3.7 | 1.6 | 2023-12-31 |
181 | 182 | 육상 | 세일링요트 | 5.4 | 10.8 | 3.1 | 1.6 | 2023-12-31 |
182 | 183 | 육상 | 범선 | 5.0 | 7.9 | 3.1 | 1.7 | 2023-12-31 |
183 | 184 | 육상 | 세일링요트 | 5.8 | 9.8 | 3.4 | 1.5 | 2023-12-31 |
184 | 185 | 육상 | 동력요트 | 3.5 | 8.7 | 2.9 | 1.3 | 2023-12-31 |