Dataset statistics
Number of variables | 2 |
---|---|
Number of observations | 601 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 10.7 KiB |
Average record size in memory | 18.2 B |
Variable types
Numeric | 2 |
---|
Dataset
Description | 기본적으로 기온반응함수는 기온이 도시가스수요에 미치는 영향을 각 개별 기온대별로 나타내어 일종의 함수 형태로 제시한 것으로 기온분포가 도시가스 수요에 미친 영향을 측정한 것으로 해석할 수 있다. 기온반응함수는 일반적으로 기온에 대하여 비선형적 형태를 보이기에 개별 기온이 수도권 도시가스 수요에 미치는 영향의 상대적 중요도를 측정할 수 있다. |
---|---|
Author | 한국가스공사 |
URL | https://www.data.go.kr/data/15088544/fileData.do |
기온(s) is highly overall correlated with 기온반응도(f(s)) | High correlation |
기온반응도(f(s)) is highly overall correlated with 기온(s) | High correlation |
기온(s) has unique values | Unique |
Reproduction
Analysis started | 2023-12-12 10:05:19.585120 |
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Analysis finished | 2023-12-12 10:05:20.375572 |
Duration | 0.79 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
기온(s)
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 601 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 10 |
Minimum | -20 |
---|---|
Maximum | 40 |
Zeros | 1 |
Zeros (%) | 0.2% |
Negative | 200 |
Negative (%) | 33.3% |
Memory size | 5.4 KiB |
Quantile statistics
Minimum | -20 |
---|---|
5-th percentile | -17 |
Q1 | -5 |
median | 10 |
Q3 | 25 |
95-th percentile | 37 |
Maximum | 40 |
Range | 60 |
Interquartile range (IQR) | 30 |
Descriptive statistics
Standard deviation | 17.363803 |
---|---|
Coefficient of variation (CV) | 1.7363803 |
Kurtosis | -1.2 |
Mean | 10 |
Median Absolute Deviation (MAD) | 15 |
Skewness | -7.4370716 × 10-17 |
Sum | 6010 |
Variance | 301.50167 |
Monotonicity | Strictly increasing |
Value | Count | Frequency (%) |
-20.0 | 1 | 0.2% |
19.5 | 1 | 0.2% |
19.7 | 1 | 0.2% |
19.8 | 1 | 0.2% |
19.9 | 1 | 0.2% |
20.0 | 1 | 0.2% |
20.1 | 1 | 0.2% |
20.2 | 1 | 0.2% |
20.3 | 1 | 0.2% |
20.4 | 1 | 0.2% |
Other values (591) | 591 |
Value | Count | Frequency (%) |
-20.0 | 1 | |
-19.9 | 1 | |
-19.8 | 1 | |
-19.7 | 1 | |
-19.6 | 1 | |
-19.5 | 1 | |
-19.4 | 1 | |
-19.3 | 1 | |
-19.2 | 1 | |
-19.1 | 1 |
Value | Count | Frequency (%) |
40.0 | 1 | |
39.9 | 1 | |
39.8 | 1 | |
39.7 | 1 | |
39.6 | 1 | |
39.5 | 1 | |
39.4 | 1 | |
39.3 | 1 | |
39.2 | 1 | |
39.1 | 1 |
기온반응도(f(s))
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 598 |
---|---|
Distinct (%) | 99.5% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 0.067159185 |
Minimum | -1.0669 |
---|---|
Maximum | 0.88131 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 262 |
Negative (%) | 43.6% |
Memory size | 5.4 KiB |
Quantile statistics
Minimum | -1.0669 |
---|---|
5-th percentile | -1.0534 |
Q1 | -0.74674 |
median | 0.34552 |
Q3 | 0.77721 |
95-th percentile | 0.87528 |
Maximum | 0.88131 |
Range | 1.94821 |
Interquartile range (IQR) | 1.52395 |
Descriptive statistics
Standard deviation | 0.75486027 |
---|---|
Coefficient of variation (CV) | 11.239866 |
Kurtosis | -1.623721 |
Mean | 0.067159185 |
Median Absolute Deviation (MAD) | 0.51553 |
Skewness | -0.31926374 |
Sum | 40.36267 |
Variance | 0.56981402 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.87286 | 2 | 0.3% |
0.7322 | 2 | 0.3% |
0.78587 | 2 | 0.3% |
-0.63597 | 1 | 0.2% |
-0.57661 | 1 | 0.2% |
-0.58524 | 1 | 0.2% |
-0.59381 | 1 | 0.2% |
-0.60234 | 1 | 0.2% |
-0.61082 | 1 | 0.2% |
-0.61926 | 1 | 0.2% |
Other values (588) | 588 |
Value | Count | Frequency (%) |
-1.0669 | 1 | |
-1.06687 | 1 | |
-1.06681 | 1 | |
-1.06672 | 1 | |
-1.06661 | 1 | |
-1.06645 | 1 | |
-1.06629 | 1 | |
-1.06606 | 1 | |
-1.06585 | 1 | |
-1.06556 | 1 |
Value | Count | Frequency (%) |
0.88131 | 1 | |
0.8813 | 1 | |
0.88126 | 1 | |
0.88124 | 1 | |
0.88116 | 1 | |
0.88113 | 1 | |
0.88101 | 1 | |
0.88097 | 1 | |
0.8808 | 1 | |
0.88076 | 1 |
기온(s) | 기온반응도(f(s)) | |
---|---|---|
기온(s) | 1.000 | 0.945 |
기온반응도(f(s)) | 0.945 | 1.000 |
기온(s) | 기온반응도(f(s)) | |
---|---|---|
기온(s) | 1.000 | -0.855 |
기온반응도(f(s)) | -0.855 | 1.000 |
기온(s) | 기온반응도(f(s)) | |
---|---|---|
0 | -20.0 | 0.81671 |
1 | -19.9 | 0.81289 |
2 | -19.8 | 0.80917 |
3 | -19.7 | 0.80555 |
4 | -19.6 | 0.80203 |
5 | -19.5 | 0.79861 |
6 | -19.4 | 0.79528 |
7 | -19.3 | 0.79205 |
8 | -19.2 | 0.78891 |
9 | -19.1 | 0.78587 |
기온(s) | 기온반응도(f(s)) | |
---|---|---|
591 | 39.1 | -0.55616 |
592 | 39.2 | -0.54517 |
593 | 39.3 | -0.53408 |
594 | 39.4 | -0.52288 |
595 | 39.5 | -0.51158 |
596 | 39.6 | -0.50018 |
597 | 39.7 | -0.48867 |
598 | 39.8 | -0.47706 |
599 | 39.9 | -0.46535 |
600 | 40.0 | -0.45354 |