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 서울 산업용 도시가스 수요에 미치는 영향의 상대적 중요도를 측정할 수 있다. |
---|---|
Author | 한국가스공사 |
URL | https://www.data.go.kr/data/15088563/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 12:25:03.756996 |
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Analysis finished | 2023-12-12 12:25:04.632577 |
Duration | 0.88 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 | 599 |
---|---|
Distinct (%) | 99.7% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | -9.9833611 × 10-8 |
Minimum | -0.56945 |
---|---|
Maximum | 0.28734 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 305 |
Negative (%) | 50.7% |
Memory size | 5.4 KiB |
Quantile statistics
Minimum | -0.56945 |
---|---|
5-th percentile | -0.41177 |
Q1 | -0.12517 |
median | -0.00592 |
Q3 | 0.1972 |
95-th percentile | 0.28331 |
Maximum | 0.28734 |
Range | 0.85679 |
Interquartile range (IQR) | 0.32237 |
Descriptive statistics
Standard deviation | 0.21439719 |
---|---|
Coefficient of variation (CV) | -2147545.2 |
Kurtosis | -0.44345281 |
Mean | -9.9833611 × 10-8 |
Median Absolute Deviation (MAD) | 0.16098 |
Skewness | -0.49129687 |
Sum | -6 × 10-5 |
Variance | 0.045966157 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.0578 | 2 | 0.3% |
0.28545 | 2 | 0.3% |
-0.10012 | 1 | 0.2% |
-0.09957 | 1 | 0.2% |
-0.09903 | 1 | 0.2% |
-0.09849 | 1 | 0.2% |
-0.09796 | 1 | 0.2% |
-0.09742 | 1 | 0.2% |
-0.09689 | 1 | 0.2% |
-0.09209 | 1 | 0.2% |
Other values (589) | 589 |
Value | Count | Frequency (%) |
-0.56945 | 1 | |
-0.56352 | 1 | |
-0.55763 | 1 | |
-0.55179 | 1 | |
-0.546 | 1 | |
-0.54026 | 1 | |
-0.53456 | 1 | |
-0.52891 | 1 | |
-0.52331 | 1 | |
-0.51775 | 1 |
Value | Count | Frequency (%) |
0.28734 | 1 | |
0.28733 | 1 | |
0.28731 | 1 | |
0.28729 | 1 | |
0.28724 | 1 | |
0.28722 | 1 | |
0.28714 | 1 | |
0.28712 | 1 | |
0.28701 | 1 | |
0.28698 | 1 |
기온(s) | 기온반응도(f(s)) | |
---|---|---|
기온(s) | 1.000 | 0.963 |
기온반응도(f(s)) | 0.963 | 1.000 |
기온(s) | 기온반응도(f(s)) | |
---|---|---|
기온(s) | 1.000 | -0.940 |
기온반응도(f(s)) | -0.940 | 1.000 |
기온(s) | 기온반응도(f(s)) | |
---|---|---|
0 | -20.0 | 0.05319 |
1 | -19.9 | 0.0578 |
2 | -19.8 | 0.06237 |
3 | -19.7 | 0.06689 |
4 | -19.6 | 0.07137 |
5 | -19.5 | 0.07579 |
6 | -19.4 | 0.08017 |
7 | -19.3 | 0.0845 |
8 | -19.2 | 0.08878 |
9 | -19.1 | 0.09302 |
기온(s) | 기온반응도(f(s)) | |
---|---|---|
591 | 39.1 | -0.51775 |
592 | 39.2 | -0.52331 |
593 | 39.3 | -0.52891 |
594 | 39.4 | -0.53456 |
595 | 39.5 | -0.54026 |
596 | 39.6 | -0.546 |
597 | 39.7 | -0.55179 |
598 | 39.8 | -0.55763 |
599 | 39.9 | -0.56352 |
600 | 40.0 | -0.56945 |