Dataset statistics
Number of variables | 7 |
---|---|
Number of observations | 100 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 6.2 KiB |
Average record size in memory | 63.3 B |
Variable types
Numeric | 5 |
---|---|
Categorical | 2 |
Dataset
Description | 샘플 데이터 |
---|---|
Author | 세종대학교 산학협력단 |
URL | https://www.bigdata-environment.kr/user/data_market/detail.do?id=a3b1bf90-31dd-11ea-b948-6903051715f4 |
위도(°) has constant value "" | Constant |
그리드 번호 is highly overall correlated with 경도(°) and 2 other fields | High correlation |
경도(°) is highly overall correlated with 그리드 번호 and 2 other fields | High correlation |
효율 량 is highly overall correlated with 그리드 번호 and 3 other fields | High correlation |
잠재 발전 량(KW/㎢/m) is highly overall correlated with 효율 량 and 1 other fields | High correlation |
발전 가능 량(KW/㎢/m) is highly overall correlated with 효율 량 and 1 other fields | High correlation |
국가 코드 is highly overall correlated with 그리드 번호 and 1 other fields | High correlation |
Reproduction
Analysis started | 2023-12-10 12:17:39.725092 |
---|---|
Analysis finished | 2023-12-10 12:17:43.277711 |
Duration | 3.55 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
그리드 번호
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 91 |
---|---|
Distinct (%) | 91.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 43.29 |
Minimum | 1 |
---|---|
Maximum | 91 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 1 |
---|---|
5-th percentile | 5.95 |
Q1 | 18.75 |
median | 41.5 |
Q3 | 66.25 |
95-th percentile | 86.05 |
Maximum | 91 |
Range | 90 |
Interquartile range (IQR) | 47.5 |
Descriptive statistics
Standard deviation | 26.658444 |
---|---|
Coefficient of variation (CV) | 0.61581067 |
Kurtosis | -1.2568088 |
Mean | 43.29 |
Median Absolute Deviation (MAD) | 24 |
Skewness | 0.1718823 |
Sum | 4329 |
Variance | 710.67263 |
Monotonicity | Increasing |
Value | Count | Frequency (%) |
15 | 2 | 2.0% |
23 | 2 | 2.0% |
16 | 2 | 2.0% |
14 | 2 | 2.0% |
13 | 2 | 2.0% |
12 | 2 | 2.0% |
11 | 2 | 2.0% |
22 | 2 | 2.0% |
17 | 2 | 2.0% |
63 | 1 | 1.0% |
Other values (81) | 81 |
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 (%) |
91 | 1 | |
90 | 1 | |
89 | 1 | |
88 | 1 | |
87 | 1 | |
86 | 1 | |
85 | 1 | |
84 | 1 | |
83 | 1 | |
82 | 1 |
국가 코드
Categorical
HIGH CORRELATION
 
Distinct | 2 |
---|---|
Distinct (%) | 2.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
RS | |
---|---|
KZ |
Length
Max length | 2 |
---|---|
Median length | 2 |
Mean length | 2 |
Min length | 2 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | RS |
---|---|
2nd row | RS |
3rd row | RS |
4th row | RS |
5th row | RS |
Common Values
Value | Count | Frequency (%) |
RS | 87 | |
KZ | 13 | 13.0% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
rs | 87 | |
kz | 13 | 13.0% |
위도(°)
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 1.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
54.75 |
---|
Length
Max length | 5 |
---|---|
Median length | 5 |
Mean length | 5 |
Min length | 5 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 54.75 |
---|---|
2nd row | 54.75 |
3rd row | 54.75 |
4th row | 54.75 |
5th row | 54.75 |
Common Values
Value | Count | Frequency (%) |
54.75 | 100 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
54.75 | 100 |
경도(°)
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 91 |
---|---|
Distinct (%) | 91.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 81.395 |
Minimum | 60.25 |
---|---|
Maximum | 105.25 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 60.25 |
---|---|
5-th percentile | 62.725 |
Q1 | 69.125 |
median | 80.5 |
Q3 | 92.875 |
95-th percentile | 102.775 |
Maximum | 105.25 |
Range | 45 |
Interquartile range (IQR) | 23.75 |
Descriptive statistics
Standard deviation | 13.329222 |
---|---|
Coefficient of variation (CV) | 0.16375971 |
Kurtosis | -1.2568088 |
Mean | 81.395 |
Median Absolute Deviation (MAD) | 12 |
Skewness | 0.1718823 |
Sum | 8139.5 |
Variance | 177.66816 |
Monotonicity | Increasing |
Value | Count | Frequency (%) |
67.25 | 2 | 2.0% |
71.25 | 2 | 2.0% |
67.75 | 2 | 2.0% |
66.75 | 2 | 2.0% |
66.25 | 2 | 2.0% |
65.75 | 2 | 2.0% |
65.25 | 2 | 2.0% |
70.75 | 2 | 2.0% |
68.25 | 2 | 2.0% |
91.25 | 1 | 1.0% |
Other values (81) | 81 |
Value | Count | Frequency (%) |
60.25 | 1 | |
60.75 | 1 | |
61.25 | 1 | |
61.75 | 1 | |
62.25 | 1 | |
62.75 | 1 | |
63.25 | 1 | |
63.75 | 1 | |
64.25 | 1 | |
64.75 | 1 |
Value | Count | Frequency (%) |
105.25 | 1 | |
104.75 | 1 | |
104.25 | 1 | |
103.75 | 1 | |
103.25 | 1 | |
102.75 | 1 | |
102.25 | 1 | |
101.75 | 1 | |
101.25 | 1 | |
100.75 | 1 |
효율 량
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 87 |
---|---|
Distinct (%) | 87.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 0.651062 |
Minimum | 0.2933 |
---|---|
Maximum | 0.7422 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 0.2933 |
---|---|
5-th percentile | 0.4706 |
Q1 | 0.6199 |
median | 0.67275 |
Q3 | 0.716875 |
95-th percentile | 0.732245 |
Maximum | 0.7422 |
Range | 0.4489 |
Interquartile range (IQR) | 0.096975 |
Descriptive statistics
Standard deviation | 0.08877735 |
---|---|
Coefficient of variation (CV) | 0.13635775 |
Kurtosis | 5.1078964 |
Mean | 0.651062 |
Median Absolute Deviation (MAD) | 0.0468 |
Skewness | -2.0602972 |
Sum | 65.1062 |
Variance | 0.0078814179 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.7198 | 3 | 3.0% |
0.6914 | 2 | 2.0% |
0.6199 | 2 | 2.0% |
0.7214 | 2 | 2.0% |
0.7183 | 2 | 2.0% |
0.7234 | 2 | 2.0% |
0.7289 | 2 | 2.0% |
0.6904 | 2 | 2.0% |
0.7244 | 2 | 2.0% |
0.6729 | 2 | 2.0% |
Other values (77) | 79 |
Value | Count | Frequency (%) |
0.2933 | 1 | |
0.2982 | 1 | |
0.3461 | 1 | |
0.4553 | 1 | |
0.4573 | 1 | |
0.4713 | 1 | |
0.4742 | 1 | |
0.5017 | 1 | |
0.5371 | 1 | |
0.5462 | 1 |
Value | Count | Frequency (%) |
0.7422 | 1 | |
0.7373 | 1 | |
0.7348 | 1 | |
0.7345 | 1 | |
0.7331 | 1 | |
0.7322 | 1 | |
0.7295 | 1 | |
0.7289 | 2 | |
0.7247 | 1 | |
0.7244 | 2 |
잠재 발전 량(KW/㎢/m)
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 83 |
---|---|
Distinct (%) | 83.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 0.039873 |
Minimum | 0.0039 |
---|---|
Maximum | 0.1647 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 0.0039 |
---|---|
5-th percentile | 0.008405 |
Q1 | 0.026475 |
median | 0.04095 |
Q3 | 0.048 |
95-th percentile | 0.066325 |
Maximum | 0.1647 |
Range | 0.1608 |
Interquartile range (IQR) | 0.021525 |
Descriptive statistics
Standard deviation | 0.024279283 |
---|---|
Coefficient of variation (CV) | 0.60891539 |
Kurtosis | 7.8025103 |
Mean | 0.039873 |
Median Absolute Deviation (MAD) | 0.01265 |
Skewness | 1.8572445 |
Sum | 3.9873 |
Variance | 0.00058948361 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.0443 | 3 | 3.0% |
0.0396 | 3 | 3.0% |
0.0454 | 3 | 3.0% |
0.0403 | 3 | 3.0% |
0.044 | 2 | 2.0% |
0.0273 | 2 | 2.0% |
0.0246 | 2 | 2.0% |
0.0238 | 2 | 2.0% |
0.0419 | 2 | 2.0% |
0.045 | 2 | 2.0% |
Other values (73) | 76 |
Value | Count | Frequency (%) |
0.0039 | 1 | |
0.004 | 1 | |
0.0044 | 1 | |
0.0062 | 1 | |
0.0066 | 1 | |
0.0085 | 1 | |
0.0086 | 1 | |
0.0087 | 1 | |
0.0091 | 1 | |
0.0093 | 1 |
Value | Count | Frequency (%) |
0.1647 | 1 | |
0.1328 | 1 | |
0.092 | 1 | |
0.0898 | 1 | |
0.0687 | 1 | |
0.0662 | 1 | |
0.0657 | 1 | |
0.0648 | 1 | |
0.0642 | 1 | |
0.0631 | 1 |
발전 가능 량(KW/㎢/m)
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 83 |
---|---|
Distinct (%) | 83.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 0.026821 |
Minimum | 0.0012 |
---|---|
Maximum | 0.0949 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 0.0012 |
---|---|
5-th percentile | 0.00452 |
Q1 | 0.016675 |
median | 0.0277 |
Q3 | 0.03455 |
95-th percentile | 0.04752 |
Maximum | 0.0949 |
Range | 0.0937 |
Interquartile range (IQR) | 0.017875 |
Descriptive statistics
Standard deviation | 0.015879307 |
---|---|
Coefficient of variation (CV) | 0.59204753 |
Kurtosis | 3.0138475 |
Mean | 0.026821 |
Median Absolute Deviation (MAD) | 0.0094 |
Skewness | 0.96361977 |
Sum | 2.6821 |
Variance | 0.00025215238 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.0273 | 3 | 3.0% |
0.0371 | 2 | 2.0% |
0.0312 | 2 | 2.0% |
0.0046 | 2 | 2.0% |
0.0184 | 2 | 2.0% |
0.0153 | 2 | 2.0% |
0.0147 | 2 | 2.0% |
0.0328 | 2 | 2.0% |
0.0301 | 2 | 2.0% |
0.0325 | 2 | 2.0% |
Other values (73) | 79 |
Value | Count | Frequency (%) |
0.0012 | 2 | |
0.0015 | 1 | |
0.0028 | 1 | |
0.003 | 1 | |
0.0046 | 2 | |
0.0047 | 1 | |
0.005 | 1 | |
0.0052 | 1 | |
0.0054 | 1 | |
0.0057 | 1 |
Value | Count | Frequency (%) |
0.0949 | 1 | |
0.0785 | 1 | |
0.0574 | 1 | |
0.0568 | 1 | |
0.0479 | 1 | |
0.0475 | 1 | |
0.0468 | 1 | |
0.0464 | 1 | |
0.045 | 1 | |
0.0439 | 1 |
그리드 번호 | 국가 코드 | 경도(°) | 효율 량 | 잠재 발전 량(KW/㎢/m) | 발전 가능 량(KW/㎢/m) | |
---|---|---|---|---|---|---|
그리드 번호 | 1.000 | 0.749 | 1.000 | 0.637 | 0.740 | 0.740 |
국가 코드 | 0.749 | 1.000 | 0.772 | 0.000 | 0.341 | 0.296 |
경도(°) | 1.000 | 0.772 | 1.000 | 0.636 | 0.736 | 0.740 |
효율 량 | 0.637 | 0.000 | 0.636 | 1.000 | 0.649 | 0.713 |
잠재 발전 량(KW/㎢/m) | 0.740 | 0.341 | 0.736 | 0.649 | 1.000 | 0.994 |
발전 가능 량(KW/㎢/m) | 0.740 | 0.296 | 0.740 | 0.713 | 0.994 | 1.000 |
그리드 번호 | 경도(°) | 효율 량 | 잠재 발전 량(KW/㎢/m) | 발전 가능 량(KW/㎢/m) | 국가 코드 | |
---|---|---|---|---|---|---|
그리드 번호 | 1.000 | 1.000 | -0.522 | -0.398 | -0.424 | 0.583 |
경도(°) | 1.000 | 1.000 | -0.522 | -0.398 | -0.424 | 0.583 |
효율 량 | -0.522 | -0.522 | 1.000 | 0.659 | 0.712 | 0.000 |
잠재 발전 량(KW/㎢/m) | -0.398 | -0.398 | 0.659 | 1.000 | 0.990 | 0.247 |
발전 가능 량(KW/㎢/m) | -0.424 | -0.424 | 0.712 | 0.990 | 1.000 | 0.214 |
국가 코드 | 0.583 | 0.583 | 0.000 | 0.247 | 0.214 | 1.000 |
그리드 번호 | 국가 코드 | 위도(°) | 경도(°) | 효율 량 | 잠재 발전 량(KW/㎢/m) | 발전 가능 량(KW/㎢/m) | |
---|---|---|---|---|---|---|---|
0 | 1 | RS | 54.75 | 60.25 | 0.7082 | 0.0524 | 0.0371 |
1 | 2 | RS | 54.75 | 60.75 | 0.7128 | 0.0482 | 0.0344 |
2 | 3 | RS | 54.75 | 61.25 | 0.7085 | 0.0599 | 0.0424 |
3 | 4 | RS | 54.75 | 61.75 | 0.7105 | 0.0528 | 0.0375 |
4 | 5 | RS | 54.75 | 62.25 | 0.6193 | 0.0275 | 0.017 |
5 | 6 | RS | 54.75 | 62.75 | 0.6268 | 0.0303 | 0.019 |
6 | 7 | RS | 54.75 | 63.25 | 0.6242 | 0.0274 | 0.0171 |
7 | 8 | RS | 54.75 | 63.75 | 0.6369 | 0.0296 | 0.0188 |
8 | 9 | RS | 54.75 | 64.25 | 0.7247 | 0.0447 | 0.0324 |
9 | 10 | RS | 54.75 | 64.75 | 0.7244 | 0.0459 | 0.0332 |
그리드 번호 | 국가 코드 | 위도(°) | 경도(°) | 효율 량 | 잠재 발전 량(KW/㎢/m) | 발전 가능 량(KW/㎢/m) | |
---|---|---|---|---|---|---|---|
90 | 82 | RS | 54.75 | 100.75 | 0.6672 | 0.0139 | 0.0093 |
91 | 83 | RS | 54.75 | 101.25 | 0.5371 | 0.0086 | 0.0046 |
92 | 84 | RS | 54.75 | 101.75 | 0.5548 | 0.0085 | 0.0047 |
93 | 85 | RS | 54.75 | 102.25 | 0.5981 | 0.0095 | 0.0057 |
94 | 86 | RS | 54.75 | 102.75 | 0.3461 | 0.0044 | 0.0015 |
95 | 87 | RS | 54.75 | 103.25 | 0.6015 | 0.0087 | 0.0052 |
96 | 88 | RS | 54.75 | 103.75 | 0.2982 | 0.0039 | 0.0012 |
97 | 89 | RS | 54.75 | 104.25 | 0.2933 | 0.004 | 0.0012 |
98 | 90 | RS | 54.75 | 104.75 | 0.4573 | 0.0062 | 0.0028 |
99 | 91 | RS | 54.75 | 105.25 | 0.4553 | 0.0066 | 0.003 |