Dataset statistics
Number of variables | 8 |
---|---|
Number of observations | 100 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 7.0 KiB |
Average record size in memory | 71.3 B |
Variable types
Numeric | 5 |
---|---|
Categorical | 3 |
Dataset
Description | 샘플 데이터 |
---|---|
Author | 세종대학교 산학협력단 |
URL | https://www.bigdata-environment.kr/user/data_market/detail.do?id=af7ab750-31dd-11ea-b948-6903051715f4 |
위도(°) has constant value "" | Constant |
그리드 번호 is highly overall correlated with 경도(°) and 1 other fields | High correlation |
경도(°) is highly overall correlated with 그리드 번호 and 1 other fields | High correlation |
효율 량 is highly overall correlated with 잠재 발전 량(KW/㎢/m) and 1 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 13:10:27.047636 |
---|---|
Analysis finished | 2023-12-10 13:10:32.064109 |
Duration | 5.02 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
그리드 번호
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 25 |
---|---|
Distinct (%) | 25.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 13.54 |
Minimum | 1 |
---|---|
Maximum | 25 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 1 |
---|---|
5-th percentile | 2 |
Q1 | 9 |
median | 14 |
Q3 | 18.25 |
95-th percentile | 23 |
Maximum | 25 |
Range | 24 |
Interquartile range (IQR) | 9.25 |
Descriptive statistics
Standard deviation | 6.5372592 |
---|---|
Coefficient of variation (CV) | 0.48281087 |
Kurtosis | -0.87958779 |
Mean | 13.54 |
Median Absolute Deviation (MAD) | 5 |
Skewness | -0.1795137 |
Sum | 1354 |
Variance | 42.735758 |
Monotonicity | Increasing |
Value | Count | Frequency (%) |
14 | 6 | 6.0% |
15 | 6 | 6.0% |
23 | 6 | 6.0% |
22 | 6 | 6.0% |
17 | 6 | 6.0% |
11 | 6 | 6.0% |
12 | 6 | 6.0% |
13 | 6 | 6.0% |
16 | 6 | 6.0% |
24 | 3 | 3.0% |
Other values (15) | 43 |
Value | Count | Frequency (%) |
1 | 3 | |
2 | 3 | |
3 | 3 | |
4 | 3 | |
5 | 3 | |
6 | 3 | |
7 | 3 | |
8 | 3 | |
9 | 3 | |
10 | 3 |
Value | Count | Frequency (%) |
25 | 1 | 1.0% |
24 | 3 | |
23 | 6 | |
22 | 6 | |
21 | 3 | |
20 | 3 | |
19 | 3 | |
18 | 3 | |
17 | 6 | |
16 | 6 |
전망 코드
Categorical
Distinct | 3 |
---|---|
Distinct (%) | 3.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
s1 | |
---|---|
s2 | |
s3 |
Length
Max length | 2 |
---|---|
Median length | 2 |
Mean length | 2 |
Min length | 2 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | s1 |
---|---|
2nd row | s2 |
3rd row | s3 |
4th row | s1 |
5th row | s2 |
Common Values
Value | Count | Frequency (%) |
s1 | 34 | |
s2 | 33 | |
s3 | 33 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
s1 | 34 | |
s2 | 33 | |
s3 | 33 |
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 | 61 | |
KZ | 39 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
rs | 61 | |
kz | 39 |
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 | 25 |
---|---|
Distinct (%) | 25.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 66.52 |
Minimum | 60.25 |
---|---|
Maximum | 72.25 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 60.25 |
---|---|
5-th percentile | 60.75 |
Q1 | 64.25 |
median | 66.75 |
Q3 | 68.875 |
95-th percentile | 71.25 |
Maximum | 72.25 |
Range | 12 |
Interquartile range (IQR) | 4.625 |
Descriptive statistics
Standard deviation | 3.2686296 |
---|---|
Coefficient of variation (CV) | 0.049137546 |
Kurtosis | -0.87958779 |
Mean | 66.52 |
Median Absolute Deviation (MAD) | 2.5 |
Skewness | -0.1795137 |
Sum | 6652 |
Variance | 10.683939 |
Monotonicity | Increasing |
Value | Count | Frequency (%) |
66.75 | 6 | 6.0% |
67.25 | 6 | 6.0% |
71.25 | 6 | 6.0% |
70.75 | 6 | 6.0% |
68.25 | 6 | 6.0% |
65.25 | 6 | 6.0% |
65.75 | 6 | 6.0% |
66.25 | 6 | 6.0% |
67.75 | 6 | 6.0% |
71.75 | 3 | 3.0% |
Other values (15) | 43 |
Value | Count | Frequency (%) |
60.25 | 3 | |
60.75 | 3 | |
61.25 | 3 | |
61.75 | 3 | |
62.25 | 3 | |
62.75 | 3 | |
63.25 | 3 | |
63.75 | 3 | |
64.25 | 3 | |
64.75 | 3 |
Value | Count | Frequency (%) |
72.25 | 1 | 1.0% |
71.75 | 3 | |
71.25 | 6 | |
70.75 | 6 | |
70.25 | 3 | |
69.75 | 3 | |
69.25 | 3 | |
68.75 | 3 | |
68.25 | 6 | |
67.75 | 6 |
효율 량
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 67 |
---|---|
Distinct (%) | 67.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 0.664163 |
Minimum | 0.5741 |
---|---|
Maximum | 0.7168 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 0.5741 |
---|---|
5-th percentile | 0.5813 |
Q1 | 0.6342 |
median | 0.6803 |
Q3 | 0.69485 |
95-th percentile | 0.706695 |
Maximum | 0.7168 |
Range | 0.1427 |
Interquartile range (IQR) | 0.06065 |
Descriptive statistics
Standard deviation | 0.042355791 |
---|---|
Coefficient of variation (CV) | 0.063773187 |
Kurtosis | -0.58663075 |
Mean | 0.664163 |
Median Absolute Deviation (MAD) | 0.0178 |
Skewness | -0.93990107 |
Sum | 66.4163 |
Variance | 0.0017940131 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.6941 | 4 | 4.0% |
0.6721 | 4 | 4.0% |
0.6996 | 3 | 3.0% |
0.6767 | 3 | 3.0% |
0.6975 | 2 | 2.0% |
0.6594 | 2 | 2.0% |
0.6903 | 2 | 2.0% |
0.6922 | 2 | 2.0% |
0.679 | 2 | 2.0% |
0.6768 | 2 | 2.0% |
Other values (57) | 74 |
Value | Count | Frequency (%) |
0.5741 | 2 | |
0.5759 | 2 | |
0.5813 | 2 | |
0.5831 | 2 | |
0.5898 | 1 | |
0.5899 | 1 | |
0.5946 | 2 | |
0.5972 | 1 | |
0.6 | 1 | |
0.6029 | 1 |
Value | Count | Frequency (%) |
0.7168 | 1 | |
0.7134 | 1 | |
0.7127 | 1 | |
0.709 | 1 | |
0.7085 | 1 | |
0.7066 | 1 | |
0.7049 | 2 | |
0.7037 | 1 | |
0.7035 | 1 | |
0.7014 | 2 |
잠재 발전 량(KW/㎢/m)
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 65 |
---|---|
Distinct (%) | 65.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 0.050134 |
Minimum | 0.0298 |
---|---|
Maximum | 0.0761 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 0.0298 |
---|---|
5-th percentile | 0.032865 |
Q1 | 0.042975 |
median | 0.0523 |
Q3 | 0.057 |
95-th percentile | 0.06428 |
Maximum | 0.0761 |
Range | 0.0463 |
Interquartile range (IQR) | 0.014025 |
Descriptive statistics
Standard deviation | 0.010451613 |
---|---|
Coefficient of variation (CV) | 0.20847354 |
Kurtosis | -0.42160849 |
Mean | 0.050134 |
Median Absolute Deviation (MAD) | 0.00555 |
Skewness | -0.28569315 |
Sum | 5.0134 |
Variance | 0.00010923621 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.0579 | 4 | 4.0% |
0.0523 | 4 | 4.0% |
0.0564 | 4 | 4.0% |
0.0525 | 3 | 3.0% |
0.0515 | 2 | 2.0% |
0.0512 | 2 | 2.0% |
0.047 | 2 | 2.0% |
0.0511 | 2 | 2.0% |
0.0557 | 2 | 2.0% |
0.0608 | 2 | 2.0% |
Other values (55) | 73 |
Value | Count | Frequency (%) |
0.0298 | 2 | |
0.0308 | 2 | |
0.0322 | 1 | |
0.0329 | 1 | |
0.0331 | 1 | |
0.0332 | 2 | |
0.0339 | 2 | |
0.0347 | 2 | |
0.0348 | 2 | |
0.0351 | 1 |
Value | Count | Frequency (%) |
0.0761 | 1 | |
0.0743 | 1 | |
0.0681 | 2 | |
0.0658 | 1 | |
0.0642 | 1 | |
0.0628 | 1 | |
0.062 | 2 | |
0.0608 | 2 | |
0.0605 | 1 | |
0.0602 | 1 |
발전 가능 량(KW/㎢/m)
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 64 |
---|---|
Distinct (%) | 64.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 0.033702 |
Minimum | 0.0174 |
---|---|
Maximum | 0.0545 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 0.0174 |
---|---|
5-th percentile | 0.019 |
Q1 | 0.02755 |
median | 0.0358 |
Q3 | 0.0394 |
95-th percentile | 0.045825 |
Maximum | 0.0545 |
Range | 0.0371 |
Interquartile range (IQR) | 0.01185 |
Descriptive statistics
Standard deviation | 0.0086694981 |
---|---|
Coefficient of variation (CV) | 0.25723987 |
Kurtosis | -0.54727643 |
Mean | 0.033702 |
Median Absolute Deviation (MAD) | 0.0043 |
Skewness | -0.35379452 |
Sum | 3.3702 |
Variance | 7.5160198 × 10-5 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.0401 | 4 | 4.0% |
0.0383 | 3 | 3.0% |
0.0358 | 3 | 3.0% |
0.0375 | 3 | 3.0% |
0.0351 | 3 | 3.0% |
0.0386 | 3 | 3.0% |
0.0402 | 3 | 3.0% |
0.0337 | 2 | 2.0% |
0.0314 | 2 | 2.0% |
0.0354 | 2 | 2.0% |
Other values (54) | 72 |
Value | Count | Frequency (%) |
0.0174 | 2 | |
0.0179 | 2 | |
0.019 | 2 | |
0.0192 | 1 | |
0.0194 | 1 | |
0.0195 | 1 | |
0.02 | 2 | |
0.0201 | 2 | |
0.021 | 2 | |
0.0214 | 1 |
Value | Count | Frequency (%) |
0.0545 | 1 | |
0.0523 | 1 | |
0.0485 | 1 | |
0.048 | 1 | |
0.0463 | 1 | |
0.0458 | 1 | |
0.0443 | 1 | |
0.0432 | 2 | |
0.0429 | 1 | |
0.0426 | 2 |
그리드 번호 | 전망 코드 | 국가 코드 | 경도(°) | 효율 량 | 잠재 발전 량(KW/㎢/m) | 발전 가능 량(KW/㎢/m) | |
---|---|---|---|---|---|---|---|
그리드 번호 | 1.000 | 0.000 | 0.728 | 1.000 | 0.890 | 0.853 | 0.873 |
전망 코드 | 0.000 | 1.000 | 0.000 | 0.000 | 0.348 | 0.331 | 0.114 |
국가 코드 | 0.728 | 0.000 | 1.000 | 0.728 | 0.407 | 0.218 | 0.341 |
경도(°) | 1.000 | 0.000 | 0.728 | 1.000 | 0.870 | 0.835 | 0.855 |
효율 량 | 0.890 | 0.348 | 0.407 | 0.870 | 1.000 | 0.905 | 0.915 |
잠재 발전 량(KW/㎢/m) | 0.853 | 0.331 | 0.218 | 0.835 | 0.905 | 1.000 | 0.996 |
발전 가능 량(KW/㎢/m) | 0.873 | 0.114 | 0.341 | 0.855 | 0.915 | 0.996 | 1.000 |
전망 코드 | 국가 코드 | |
---|---|---|
전망 코드 | 1.000 | 0.000 |
국가 코드 | 0.000 | 1.000 |
그리드 번호 | 경도(°) | 효율 량 | 잠재 발전 량(KW/㎢/m) | 발전 가능 량(KW/㎢/m) | 전망 코드 | 국가 코드 | |
---|---|---|---|---|---|---|---|
그리드 번호 | 1.000 | 1.000 | -0.435 | -0.351 | -0.367 | 0.000 | 0.546 |
경도(°) | 1.000 | 1.000 | -0.435 | -0.351 | -0.367 | 0.000 | 0.546 |
효율 량 | -0.435 | -0.435 | 1.000 | 0.860 | 0.905 | 0.213 | 0.298 |
잠재 발전 량(KW/㎢/m) | -0.351 | -0.351 | 0.860 | 1.000 | 0.992 | 0.201 | 0.157 |
발전 가능 량(KW/㎢/m) | -0.367 | -0.367 | 0.905 | 0.992 | 1.000 | 0.058 | 0.249 |
전망 코드 | 0.000 | 0.000 | 0.213 | 0.201 | 0.058 | 1.000 | 0.000 |
국가 코드 | 0.546 | 0.546 | 0.298 | 0.157 | 0.249 | 0.000 | 1.000 |
그리드 번호 | 전망 코드 | 국가 코드 | 위도(°) | 경도(°) | 효율 량 | 잠재 발전 량(KW/㎢/m) | 발전 가능 량(KW/㎢/m) | |
---|---|---|---|---|---|---|---|---|
0 | 1 | s1 | RS | 54.75 | 60.25 | 0.7085 | 0.0579 | 0.041 |
1 | 1 | s2 | RS | 54.75 | 60.25 | 0.7049 | 0.0628 | 0.0443 |
2 | 1 | s3 | RS | 54.75 | 60.25 | 0.7134 | 0.0642 | 0.0458 |
3 | 2 | s1 | RS | 54.75 | 60.75 | 0.7066 | 0.0531 | 0.0375 |
4 | 2 | s2 | RS | 54.75 | 60.75 | 0.6996 | 0.0574 | 0.0401 |
5 | 2 | s3 | RS | 54.75 | 60.75 | 0.7014 | 0.0594 | 0.0417 |
6 | 3 | s1 | RS | 54.75 | 61.25 | 0.7049 | 0.0681 | 0.048 |
7 | 3 | s2 | RS | 54.75 | 61.25 | 0.7037 | 0.0743 | 0.0523 |
8 | 3 | s3 | RS | 54.75 | 61.25 | 0.7168 | 0.0761 | 0.0545 |
9 | 4 | s1 | RS | 54.75 | 61.75 | 0.709 | 0.0605 | 0.0429 |
그리드 번호 | 전망 코드 | 국가 코드 | 위도(°) | 경도(°) | 효율 량 | 잠재 발전 량(KW/㎢/m) | 발전 가능 량(KW/㎢/m) | |
---|---|---|---|---|---|---|---|---|
90 | 23 | s1 | KZ | 54.75 | 71.25 | 0.5813 | 0.0308 | 0.0179 |
91 | 23 | s1 | RS | 54.75 | 71.25 | 0.5813 | 0.0308 | 0.0179 |
92 | 23 | s2 | KZ | 54.75 | 71.25 | 0.603 | 0.0348 | 0.021 |
93 | 23 | s2 | RS | 54.75 | 71.25 | 0.603 | 0.0348 | 0.021 |
94 | 23 | s3 | KZ | 54.75 | 71.25 | 0.5759 | 0.0347 | 0.02 |
95 | 23 | s3 | RS | 54.75 | 71.25 | 0.5759 | 0.0347 | 0.02 |
96 | 24 | s1 | RS | 54.75 | 71.75 | 0.6522 | 0.0437 | 0.0285 |
97 | 24 | s2 | RS | 54.75 | 71.75 | 0.6615 | 0.0479 | 0.0317 |
98 | 24 | s3 | RS | 54.75 | 71.75 | 0.6413 | 0.0475 | 0.0305 |
99 | 25 | s1 | RS | 54.75 | 72.25 | 0.5899 | 0.0331 | 0.0195 |