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=b9546230-31dd-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 13:17:34.229435 |
---|---|
Analysis finished | 2023-12-10 13:17:39.388532 |
Duration | 5.16 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 | 71 |
---|---|
Distinct (%) | 71.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 0.6629 |
Minimum | 0.5738 |
---|---|
Maximum | 0.7261 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 0.5738 |
---|---|
5-th percentile | 0.5857 |
Q1 | 0.63345 |
median | 0.6786 |
Q3 | 0.6925 |
95-th percentile | 0.709855 |
Maximum | 0.7261 |
Range | 0.1523 |
Interquartile range (IQR) | 0.05905 |
Descriptive statistics
Standard deviation | 0.04099201 |
---|---|
Coefficient of variation (CV) | 0.061837396 |
Kurtosis | -0.64650623 |
Mean | 0.6629 |
Median Absolute Deviation (MAD) | 0.0197 |
Skewness | -0.79102109 |
Sum | 66.29 |
Variance | 0.0016803448 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.6958 | 3 | 3.0% |
0.6918 | 3 | 3.0% |
0.6737 | 2 | 2.0% |
0.6854 | 2 | 2.0% |
0.6783 | 2 | 2.0% |
0.6861 | 2 | 2.0% |
0.6832 | 2 | 2.0% |
0.6712 | 2 | 2.0% |
0.6698 | 2 | 2.0% |
0.6802 | 2 | 2.0% |
Other values (61) | 78 |
Value | Count | Frequency (%) |
0.5738 | 2 | |
0.5774 | 2 | |
0.5857 | 2 | |
0.586 | 1 | |
0.5877 | 2 | |
0.5942 | 1 | |
0.5965 | 1 | |
0.6015 | 1 | |
0.6033 | 1 | |
0.6078 | 1 |
Value | Count | Frequency (%) |
0.7261 | 1 | |
0.7191 | 1 | |
0.7113 | 1 | |
0.7109 | 2 | |
0.7098 | 1 | |
0.7074 | 1 | |
0.707 | 1 | |
0.7068 | 1 | |
0.7051 | 1 | |
0.7047 | 1 |
잠재 발전 량(KW/㎢/m)
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 66 |
---|---|
Distinct (%) | 66.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 0.048123 |
Minimum | 0.0288 |
---|---|
Maximum | 0.0724 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 0.0288 |
---|---|
5-th percentile | 0.0309 |
Q1 | 0.041575 |
median | 0.0496 |
Q3 | 0.055225 |
95-th percentile | 0.061515 |
Maximum | 0.0724 |
Range | 0.0436 |
Interquartile range (IQR) | 0.01365 |
Descriptive statistics
Standard deviation | 0.0099340131 |
---|---|
Coefficient of variation (CV) | 0.20642963 |
Kurtosis | -0.54900886 |
Mean | 0.048123 |
Median Absolute Deviation (MAD) | 0.00645 |
Skewness | -0.29465135 |
Sum | 4.8123 |
Variance | 9.8684617 × 10-5 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.0486 | 4 | 4.0% |
0.0567 | 3 | 3.0% |
0.0309 | 3 | 3.0% |
0.0562 | 3 | 3.0% |
0.0577 | 2 | 2.0% |
0.0583 | 2 | 2.0% |
0.0537 | 2 | 2.0% |
0.0487 | 2 | 2.0% |
0.0437 | 2 | 2.0% |
0.0435 | 2 | 2.0% |
Other values (56) | 75 |
Value | Count | Frequency (%) |
0.0288 | 2 | |
0.0305 | 2 | |
0.0309 | 3 | |
0.0313 | 1 | 1.0% |
0.0324 | 2 | |
0.0329 | 1 | 1.0% |
0.0335 | 1 | 1.0% |
0.0342 | 2 | |
0.0343 | 2 | |
0.0347 | 1 | 1.0% |
Value | Count | Frequency (%) |
0.0724 | 1 | |
0.069 | 1 | |
0.0671 | 1 | |
0.0639 | 1 | |
0.0618 | 1 | |
0.0615 | 1 | |
0.059 | 1 | |
0.0588 | 1 | |
0.0587 | 2 | |
0.0583 | 2 |
발전 가능 량(KW/㎢/m)
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 67 |
---|---|
Distinct (%) | 67.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 0.032265 |
Minimum | 0.0169 |
---|---|
Maximum | 0.0502 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 0.0169 |
---|---|
5-th percentile | 0.0179 |
Q1 | 0.0263 |
median | 0.0341 |
Q3 | 0.03815 |
95-th percentile | 0.04332 |
Maximum | 0.0502 |
Range | 0.0333 |
Interquartile range (IQR) | 0.01185 |
Descriptive statistics
Standard deviation | 0.0081979349 |
---|---|
Coefficient of variation (CV) | 0.25408135 |
Kurtosis | -0.7091859 |
Mean | 0.032265 |
Median Absolute Deviation (MAD) | 0.0048 |
Skewness | -0.33679502 |
Sum | 3.2265 |
Variance | 6.7206136 × 10-5 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.0312 | 3 | 3.0% |
0.0342 | 3 | 3.0% |
0.0365 | 3 | 3.0% |
0.0317 | 2 | 2.0% |
0.0364 | 2 | 2.0% |
0.0386 | 2 | 2.0% |
0.0337 | 2 | 2.0% |
0.0389 | 2 | 2.0% |
0.0326 | 2 | 2.0% |
0.0297 | 2 | 2.0% |
Other values (57) | 77 |
Value | Count | Frequency (%) |
0.0169 | 2 | |
0.0177 | 2 | |
0.0179 | 2 | |
0.0187 | 2 | |
0.0189 | 1 | |
0.019 | 1 | |
0.0201 | 1 | |
0.0203 | 1 | |
0.0205 | 1 | |
0.0208 | 2 |
Value | Count | Frequency (%) |
0.0502 | 1 | |
0.0488 | 1 | |
0.0482 | 1 | |
0.0449 | 1 | |
0.0437 | 1 | |
0.0433 | 1 | |
0.0424 | 1 | |
0.0416 | 1 | |
0.0414 | 1 | |
0.0413 | 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 | 0.856 | 0.803 | 0.884 |
전망 코드 | 0.000 | 1.000 | 0.000 | 0.000 | 0.530 | 0.503 | 0.442 |
국가 코드 | 0.728 | 0.000 | 1.000 | 0.728 | 0.248 | 0.158 | 0.204 |
경도(°) | 1.000 | 0.000 | 0.728 | 1.000 | 0.841 | 0.774 | 0.871 |
효율 량 | 0.856 | 0.530 | 0.248 | 0.841 | 1.000 | 0.896 | 0.955 |
잠재 발전 량(KW/㎢/m) | 0.803 | 0.503 | 0.158 | 0.774 | 0.896 | 1.000 | 0.972 |
발전 가능 량(KW/㎢/m) | 0.884 | 0.442 | 0.204 | 0.871 | 0.955 | 0.972 | 1.000 |
국가 코드 | 전망 코드 | |
---|---|---|
국가 코드 | 1.000 | 0.000 |
전망 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 | -0.396 | -0.318 | -0.354 | 0.000 | 0.546 |
경도(°) | 1.000 | 1.000 | -0.396 | -0.318 | -0.354 | 0.000 | 0.546 |
효율 량 | -0.396 | -0.396 | 1.000 | 0.875 | 0.918 | 0.360 | 0.180 |
잠재 발전 량(KW/㎢/m) | -0.318 | -0.318 | 0.875 | 1.000 | 0.992 | 0.336 | 0.112 |
발전 가능 량(KW/㎢/m) | -0.354 | -0.354 | 0.918 | 0.992 | 1.000 | 0.285 | 0.147 |
전망 코드 | 0.000 | 0.000 | 0.360 | 0.336 | 0.285 | 1.000 | 0.000 |
국가 코드 | 0.546 | 0.546 | 0.180 | 0.112 | 0.147 | 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 | 0.7014 | 0.0618 | 0.0433 |
1 | 1 | s2 | RS | 54.75 | 60.25 | 0.7113 | 0.0583 | 0.0414 |
2 | 1 | s3 | RS | 54.75 | 60.25 | 0.7051 | 0.059 | 0.0416 |
3 | 2 | s1 | RS | 54.75 | 60.75 | 0.7004 | 0.0567 | 0.0397 |
4 | 2 | s2 | RS | 54.75 | 60.75 | 0.7068 | 0.0526 | 0.0371 |
5 | 2 | s3 | RS | 54.75 | 60.75 | 0.6884 | 0.0546 | 0.0376 |
6 | 3 | s1 | RS | 54.75 | 61.25 | 0.6936 | 0.0724 | 0.0502 |
7 | 3 | s2 | RS | 54.75 | 61.25 | 0.7191 | 0.0671 | 0.0482 |
8 | 3 | s3 | RS | 54.75 | 61.25 | 0.707 | 0.069 | 0.0488 |
9 | 4 | s1 | RS | 54.75 | 61.75 | 0.7026 | 0.0639 | 0.0449 |
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 | 0.5774 | 0.0324 | 0.0187 |
91 | 23 | s1 | RS | 54.75 | 71.25 | 0.5774 | 0.0324 | 0.0187 |
92 | 23 | s2 | KZ | 54.75 | 71.25 | 0.5857 | 0.0305 | 0.0179 |
93 | 23 | s2 | RS | 54.75 | 71.25 | 0.5857 | 0.0305 | 0.0179 |
94 | 23 | s3 | KZ | 54.75 | 71.25 | 0.6116 | 0.0357 | 0.0218 |
95 | 23 | s3 | RS | 54.75 | 71.25 | 0.6116 | 0.0357 | 0.0218 |
96 | 24 | s1 | RS | 54.75 | 71.75 | 0.6397 | 0.0448 | 0.0286 |
97 | 24 | s2 | RS | 54.75 | 71.75 | 0.6407 | 0.0424 | 0.0271 |
98 | 24 | s3 | RS | 54.75 | 71.75 | 0.6558 | 0.0475 | 0.0312 |
99 | 25 | s1 | RS | 54.75 | 72.25 | 0.586 | 0.0343 | 0.0201 |