Dataset statistics
Number of variables | 4 |
---|---|
Number of observations | 46 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 1.7 KiB |
Average record size in memory | 37.9 B |
Variable types
DateTime | 1 |
---|---|
Numeric | 3 |
Dataset
Description | 한국가스공사 인천기지본부의 연간 상수도 사용량으로, 용도별(설비용, 사무용) 상수도 사용량(㎥)에 대한 정보를 나타냄 |
---|---|
Author | 한국가스공사 |
URL | https://data.incheon.go.kr/findData/publicDataDetail?dataId=15087687&srcSe=7661IVAWM27C61E190 |
Reproduction
Analysis started | 2024-04-06 09:45:58.747508 |
---|---|
Analysis finished | 2024-04-06 09:46:00.462439 |
Duration | 1.71 second |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
사용 월
Date
UNIQUE
 
Distinct | 46 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 500.0 B |
Minimum | 2020-01-01 00:00:00 |
---|---|
Maximum | 2023-10-01 00:00:00 |
설비용사용량
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 46 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 14580.565 |
Minimum | 4300 |
---|---|
Maximum | 50749 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 546.0 B |
Quantile statistics
Minimum | 4300 |
---|---|
5-th percentile | 6585.25 |
Q1 | 7540.25 |
median | 11209.5 |
Q3 | 16595 |
95-th percentile | 46128.25 |
Maximum | 50749 |
Range | 46449 |
Interquartile range (IQR) | 9054.75 |
Descriptive statistics
Standard deviation | 11352.423 |
---|---|
Coefficient of variation (CV) | 0.77859964 |
Kurtosis | 4.1378713 |
Mean | 14580.565 |
Median Absolute Deviation (MAD) | 3882.5 |
Skewness | 2.174403 |
Sum | 670706 |
Variance | 1.288775 × 108 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
8729 | 1 | 2.2% |
18032 | 1 | 2.2% |
17489 | 1 | 2.2% |
12302 | 1 | 2.2% |
42829 | 1 | 2.2% |
50749 | 1 | 2.2% |
13526 | 1 | 2.2% |
8708 | 1 | 2.2% |
10211 | 1 | 2.2% |
17287 | 1 | 2.2% |
Other values (36) | 36 |
Value | Count | Frequency (%) |
4300 | 1 | |
5927 | 1 | |
6580 | 1 | |
6601 | 1 | |
6696 | 1 | |
6744 | 1 | |
6810 | 1 | |
6883 | 1 | |
7100 | 1 | |
7155 | 1 |
Value | Count | Frequency (%) |
50749 | 1 | |
47718 | 1 | |
47228 | 1 | |
42829 | 1 | |
29044 | 1 | |
23924 | 1 | |
20933 | 1 | |
18032 | 1 | |
17489 | 1 | |
17287 | 1 |
사무용사용량
Real number (ℝ)
Distinct | 45 |
---|---|
Distinct (%) | 97.8% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 3247.3696 |
Minimum | 1813 |
---|---|
Maximum | 6598 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 546.0 B |
Quantile statistics
Minimum | 1813 |
---|---|
5-th percentile | 1852.25 |
Q1 | 2473.5 |
median | 2924 |
Q3 | 3512.25 |
95-th percentile | 5828.25 |
Maximum | 6598 |
Range | 4785 |
Interquartile range (IQR) | 1038.75 |
Descriptive statistics
Standard deviation | 1198.8809 |
---|---|
Coefficient of variation (CV) | 0.36918524 |
Kurtosis | 1.0339177 |
Mean | 3247.3696 |
Median Absolute Deviation (MAD) | 576.5 |
Skewness | 1.2692456 |
Sum | 149379 |
Variance | 1437315.4 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
1813 | 2 | 4.3% |
2567 | 1 | 2.2% |
6073 | 1 | 2.2% |
3709 | 1 | 2.2% |
1922 | 1 | 2.2% |
2248 | 1 | 2.2% |
4539 | 1 | 2.2% |
4284 | 1 | 2.2% |
4482 | 1 | 2.2% |
4146 | 1 | 2.2% |
Other values (35) | 35 |
Value | Count | Frequency (%) |
1813 | 2 | |
1829 | 1 | |
1922 | 1 | |
2020 | 1 | |
2140 | 1 | |
2183 | 1 | |
2238 | 1 | |
2248 | 1 | |
2351 | 1 | |
2381 | 1 |
Value | Count | Frequency (%) |
6598 | 1 | |
6073 | 1 | |
5835 | 1 | |
5808 | 1 | |
5658 | 1 | |
4539 | 1 | |
4482 | 1 | |
4337 | 1 | |
4284 | 1 | |
4146 | 1 |
합계
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 45 |
---|---|
Distinct (%) | 97.8% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 17827.935 |
Minimum | 7321 |
---|---|
Maximum | 52997 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 546.0 B |
Quantile statistics
Minimum | 7321 |
---|---|
5-th percentile | 8886.75 |
Q1 | 10011 |
median | 14596.5 |
Q3 | 19733.5 |
95-th percentile | 47980.5 |
Maximum | 52997 |
Range | 45676 |
Interquartile range (IQR) | 9722.5 |
Descriptive statistics
Standard deviation | 11270.854 |
---|---|
Coefficient of variation (CV) | 0.6322019 |
Kurtosis | 3.360267 |
Mean | 17827.935 |
Median Absolute Deviation (MAD) | 4899 |
Skewness | 1.9610622 |
Sum | 820085 |
Variance | 1.2703216 × 108 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
9682 | 2 | 4.3% |
11296 | 1 | 2.2% |
27006 | 1 | 2.2% |
16011 | 1 | 2.2% |
44751 | 1 | 2.2% |
52997 | 1 | 2.2% |
18065 | 1 | 2.2% |
12992 | 1 | 2.2% |
14693 | 1 | 2.2% |
21433 | 1 | 2.2% |
Other values (35) | 35 |
Value | Count | Frequency (%) |
7321 | 1 | |
7740 | 1 | |
8716 | 1 | |
9399 | 1 | |
9438 | 1 | |
9451 | 1 | |
9478 | 1 | |
9500 | 1 | |
9623 | 1 | |
9682 | 2 |
Value | Count | Frequency (%) |
52997 | 1 | |
49531 | 1 | |
49057 | 1 | |
44751 | 1 | |
33381 | 1 | |
27184 | 1 | |
27006 | 1 | |
23867 | 1 | |
21433 | 1 | |
20993 | 1 |
사용 월 | 설비용사용량 | 사무용사용량 | 합계 | |
---|---|---|---|---|
사용 월 | 1.000 | 1.000 | 1.000 | 1.000 |
설비용사용량 | 1.000 | 1.000 | 0.605 | 0.992 |
사무용사용량 | 1.000 | 0.605 | 1.000 | 0.768 |
합계 | 1.000 | 0.992 | 0.768 | 1.000 |
설비용사용량 | 사무용사용량 | 합계 | |
---|---|---|---|
설비용사용량 | 1.000 | 0.221 | 0.982 |
사무용사용량 | 0.221 | 1.000 | 0.322 |
합계 | 0.982 | 0.322 | 1.000 |
사용 월 | 설비용사용량 | 사무용사용량 | 합계 | |
---|---|---|---|---|
0 | 2020-01-01 00:00 | 8729 | 2567 | 11296 |
1 | 2020-02-01 00:00 | 7100 | 2351 | 9451 |
2 | 2020-03-01 00:00 | 5927 | 1813 | 7740 |
3 | 2020-04-01 00:00 | 7155 | 2468 | 9623 |
4 | 2020-05-01 00:00 | 7525 | 2381 | 9906 |
5 | 2020-06-01 00:00 | 6744 | 2655 | 9399 |
6 | 2020-07-01 00:00 | 4300 | 3021 | 7321 |
7 | 2020-08-01 00:00 | 6580 | 2898 | 9478 |
8 | 2020-09-01 00:00 | 6601 | 3081 | 9682 |
9 | 2020-10-01 00:00 | 6883 | 2555 | 9438 |
사용 월 | 설비용사용량 | 사무용사용량 | 합계 | |
---|---|---|---|---|
36 | 2023-01-01 00:00 | 20933 | 6073 | 27006 |
37 | 2023-02-01 00:00 | 12882 | 6598 | 19480 |
38 | 2023-03-01 00:00 | 11400 | 5808 | 17208 |
39 | 2023-04-01 00:00 | 8361 | 5658 | 14019 |
40 | 2023-05-01 00:00 | 8786 | 2140 | 10926 |
41 | 2023-06-01 00:00 | 10327 | 2950 | 13277 |
42 | 2023-07-01 00:00 | 6810 | 2690 | 9500 |
43 | 2023-08-01 00:00 | 7701 | 3470 | 11171 |
44 | 2023-09-01 00:00 | 7586 | 2740 | 10326 |
45 | 2023-10-01 00:00 | 6696 | 2020 | 8716 |