Dataset statistics
Number of variables | 7 |
---|---|
Number of observations | 228 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 13.5 KiB |
Average record size in memory | 60.6 B |
Variable types
Numeric | 4 |
---|---|
Categorical | 2 |
DateTime | 1 |
Dataset
Description | 한국동서발전의 온배수 배출 및 수온 정보를 제공합니다. 온배수 배출 및 수온 정보는 연월, 온배수배출량, 사업소, 입구 수온, 출구 수온 등의 항목으로 제공됩니다. |
---|---|
URL | https://www.data.go.kr/data/15029552/fileData.do |
Reproduction
Analysis started | 2023-12-12 09:45:10.334881 |
---|---|
Analysis finished | 2023-12-12 09:45:12.795170 |
Duration | 2.46 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
순번
Real number (ℝ)
Distinct | 192 |
---|---|
Distinct (%) | 84.2% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 111.57895 |
Minimum | 1 |
---|---|
Maximum | 192 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 2.1 KiB |
Quantile statistics
Minimum | 1 |
---|---|
5-th percentile | 12.35 |
Q1 | 57.75 |
median | 114.5 |
Q3 | 171.25 |
95-th percentile | 192 |
Maximum | 192 |
Range | 191 |
Interquartile range (IQR) | 113.5 |
Descriptive statistics
Standard deviation | 61.776048 |
---|---|
Coefficient of variation (CV) | 0.55365326 |
Kurtosis | -1.3065226 |
Mean | 111.57895 |
Median Absolute Deviation (MAD) | 57 |
Skewness | -0.16239921 |
Sum | 25440 |
Variance | 3816.2801 |
Monotonicity | Increasing |
Value | Count | Frequency (%) |
192 | 37 | 16.2% |
1 | 1 | 0.4% |
133 | 1 | 0.4% |
124 | 1 | 0.4% |
125 | 1 | 0.4% |
126 | 1 | 0.4% |
127 | 1 | 0.4% |
128 | 1 | 0.4% |
129 | 1 | 0.4% |
130 | 1 | 0.4% |
Other values (182) | 182 |
Value | Count | Frequency (%) |
1 | 1 | |
2 | 1 | |
3 | 1 | |
4 | 1 | |
5 | 1 | |
6 | 1 | |
7 | 1 | |
8 | 1 | |
9 | 1 | |
10 | 1 |
Value | Count | Frequency (%) |
192 | 37 | |
191 | 1 | 0.4% |
190 | 1 | 0.4% |
189 | 1 | 0.4% |
188 | 1 | 0.4% |
187 | 1 | 0.4% |
186 | 1 | 0.4% |
185 | 1 | 0.4% |
184 | 1 | 0.4% |
183 | 1 | 0.4% |
기관명
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 0.4% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 1.9 KiB |
한국동서발전㈜ |
---|
Length
Max length | 7 |
---|---|
Median length | 7 |
Mean length | 7 |
Min length | 7 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 한국동서발전㈜ |
---|---|
2nd row | 한국동서발전㈜ |
3rd row | 한국동서발전㈜ |
4th row | 한국동서발전㈜ |
5th row | 한국동서발전㈜ |
Common Values
Value | Count | Frequency (%) |
한국동서발전㈜ | 228 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
한국동서발전㈜ | 228 |
사업소
Categorical
HIGH CORRELATION
 
Distinct | 4 |
---|---|
Distinct (%) | 1.8% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 1.9 KiB |
당진 | |
---|---|
울산 | |
동해 | |
호남 |
Length
Max length | 2 |
---|---|
Median length | 2 |
Mean length | 2 |
Min length | 2 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 당진 |
---|---|
2nd row | 당진 |
3rd row | 당진 |
4th row | 당진 |
5th row | 당진 |
Common Values
Value | Count | Frequency (%) |
당진 | 60 | |
울산 | 60 | |
동해 | 60 | |
호남 | 48 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
당진 | 60 | |
울산 | 60 | |
동해 | 60 | |
호남 | 48 |
연월
Date
Distinct | 60 |
---|---|
Distinct (%) | 26.3% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 1.9 KiB |
Minimum | 2018-01-01 00:00:00 |
---|---|
Maximum | 2022-12-01 00:00:00 |
온배수배출량
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 47 |
---|---|
Distinct (%) | 20.6% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 1.4635965 |
Minimum | 0.1 |
---|---|
Maximum | 6.1 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 2.1 KiB |
Quantile statistics
Minimum | 0.1 |
---|---|
5-th percentile | 0.2 |
Q1 | 0.4 |
median | 0.6 |
Q3 | 2.525 |
95-th percentile | 4.865 |
Maximum | 6.1 |
Range | 6 |
Interquartile range (IQR) | 2.125 |
Descriptive statistics
Standard deviation | 1.5242646 |
---|---|
Coefficient of variation (CV) | 1.0414514 |
Kurtosis | 0.65885864 |
Mean | 1.4635965 |
Median Absolute Deviation (MAD) | 0.3 |
Skewness | 1.3172001 |
Sum | 333.7 |
Variance | 2.3233826 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.5 | 33 | |
0.6 | 26 | 11.4% |
0.3 | 26 | 11.4% |
0.4 | 19 | 8.3% |
0.2 | 15 | 6.6% |
0.8 | 7 | 3.1% |
0.7 | 7 | 3.1% |
0.9 | 6 | 2.6% |
2.9 | 5 | 2.2% |
2.3 | 4 | 1.8% |
Other values (37) | 80 |
Value | Count | Frequency (%) |
0.1 | 3 | 1.3% |
0.2 | 15 | |
0.3 | 26 | |
0.4 | 19 | |
0.5 | 33 | |
0.6 | 26 | |
0.7 | 7 | 3.1% |
0.8 | 7 | 3.1% |
0.9 | 6 | 2.6% |
1.0 | 2 | 0.9% |
Value | Count | Frequency (%) |
6.1 | 1 | 0.4% |
6.0 | 1 | 0.4% |
5.8 | 3 | |
5.3 | 1 | 0.4% |
5.2 | 2 | |
5.1 | 2 | |
4.9 | 2 | |
4.8 | 1 | 0.4% |
4.5 | 2 | |
4.4 | 2 |
입구 수온
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 142 |
---|---|
Distinct (%) | 62.3% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 17.075 |
Minimum | 1.8 |
---|---|
Maximum | 49.5 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 2.1 KiB |
Quantile statistics
Minimum | 1.8 |
---|---|
5-th percentile | 5.135 |
Q1 | 13.05 |
median | 17.15 |
Q3 | 22 |
95-th percentile | 26 |
Maximum | 49.5 |
Range | 47.7 |
Interquartile range (IQR) | 8.95 |
Descriptive statistics
Standard deviation | 6.6633218 |
---|---|
Coefficient of variation (CV) | 0.39023846 |
Kurtosis | 1.6331843 |
Mean | 17.075 |
Median Absolute Deviation (MAD) | 4.6 |
Skewness | 0.29226869 |
Sum | 3893.1 |
Variance | 44.399857 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
22.0 | 6 | 2.6% |
26.0 | 4 | 1.8% |
24.3 | 4 | 1.8% |
22.6 | 4 | 1.8% |
15.4 | 4 | 1.8% |
14.1 | 3 | 1.3% |
16.2 | 3 | 1.3% |
13.2 | 3 | 1.3% |
14.9 | 3 | 1.3% |
19.7 | 3 | 1.3% |
Other values (132) | 191 |
Value | Count | Frequency (%) |
1.8 | 1 | |
3.3 | 1 | |
3.4 | 1 | |
3.5 | 1 | |
3.6 | 1 | |
3.8 | 1 | |
3.9 | 1 | |
4.0 | 1 | |
4.6 | 1 | |
4.7 | 1 |
Value | Count | Frequency (%) |
49.5 | 1 | 0.4% |
34.7 | 1 | 0.4% |
32.1 | 1 | 0.4% |
28.7 | 1 | 0.4% |
27.6 | 1 | 0.4% |
27.2 | 2 | |
26.9 | 2 | |
26.8 | 1 | 0.4% |
26.1 | 1 | 0.4% |
26.0 | 4 |
출구 수온
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 140 |
---|---|
Distinct (%) | 61.4% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 23.842982 |
Minimum | 5 |
---|---|
Maximum | 61.2 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 2.1 KiB |
Quantile statistics
Minimum | 5 |
---|---|
5-th percentile | 13.935 |
Q1 | 19.8 |
median | 23.95 |
Q3 | 28 |
95-th percentile | 32.76 |
Maximum | 61.2 |
Range | 56.2 |
Interquartile range (IQR) | 8.2 |
Descriptive statistics
Standard deviation | 6.4614679 |
---|---|
Coefficient of variation (CV) | 0.27100082 |
Kurtosis | 4.4916165 |
Mean | 23.842982 |
Median Absolute Deviation (MAD) | 4.15 |
Skewness | 0.70756047 |
Sum | 5436.2 |
Variance | 41.750567 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
21.6 | 7 | 3.1% |
29.3 | 5 | 2.2% |
21.7 | 4 | 1.8% |
26.1 | 4 | 1.8% |
24.2 | 4 | 1.8% |
27.3 | 3 | 1.3% |
28.9 | 3 | 1.3% |
23.1 | 3 | 1.3% |
24.8 | 3 | 1.3% |
29.1 | 3 | 1.3% |
Other values (130) | 189 |
Value | Count | Frequency (%) |
5.0 | 1 | |
6.0 | 1 | |
8.7 | 1 | |
11.9 | 2 | |
12.1 | 1 | |
12.5 | 1 | |
12.6 | 1 | |
13.0 | 1 | |
13.7 | 1 | |
13.9 | 2 |
Value | Count | Frequency (%) |
61.2 | 1 | |
43.6 | 1 | |
40.0 | 1 | |
36.1 | 1 | |
35.2 | 1 | |
35.0 | 1 | |
34.4 | 2 | |
34.1 | 1 | |
33.6 | 1 | |
33.1 | 1 |
순번 | 사업소 | 연월 | 온배수배출량 | 입구 수온 | 출구 수온 | |
---|---|---|---|---|---|---|
순번 | 1.000 | 0.683 | 0.798 | 0.548 | 0.190 | 0.227 |
사업소 | 0.683 | 1.000 | 0.000 | 0.791 | 0.603 | 0.597 |
연월 | 0.798 | 0.000 | 1.000 | 0.000 | 0.700 | 0.658 |
온배수배출량 | 0.548 | 0.791 | 0.000 | 1.000 | 0.390 | 0.425 |
입구 수온 | 0.190 | 0.603 | 0.700 | 0.390 | 1.000 | 0.981 |
출구 수온 | 0.227 | 0.597 | 0.658 | 0.425 | 0.981 | 1.000 |
순번 | 온배수배출량 | 입구 수온 | 출구 수온 | 사업소 | |
---|---|---|---|---|---|
순번 | 1.000 | -0.001 | 0.059 | 0.069 | 0.477 |
온배수배출량 | -0.001 | 1.000 | 0.034 | 0.032 | 0.588 |
입구 수온 | 0.059 | 0.034 | 1.000 | 0.940 | 0.302 |
출구 수온 | 0.069 | 0.032 | 0.940 | 1.000 | 0.291 |
사업소 | 0.477 | 0.588 | 0.302 | 0.291 | 1.000 |
순번 | 기관명 | 사업소 | 연월 | 온배수배출량 | 입구 수온 | 출구 수온 | |
---|---|---|---|---|---|---|---|
0 | 1 | 한국동서발전㈜ | 당진 | 2018-01-01 | 3.1 | 3.5 | 13.7 |
1 | 2 | 한국동서발전㈜ | 당진 | 2018-02-01 | 2.8 | 1.8 | 12.1 |
2 | 3 | 한국동서발전㈜ | 당진 | 2018-03-01 | 2.6 | 3.8 | 15.0 |
3 | 4 | 한국동서발전㈜ | 당진 | 2018-04-01 | 2.2 | 7.0 | 16.1 |
4 | 5 | 한국동서발전㈜ | 당진 | 2018-05-01 | 2.4 | 8.3 | 17.7 |
5 | 6 | 한국동서발전㈜ | 당진 | 2018-06-01 | 2.8 | 15.8 | 23.4 |
6 | 7 | 한국동서발전㈜ | 당진 | 2018-07-01 | 4.2 | 21.0 | 28.5 |
7 | 8 | 한국동서발전㈜ | 당진 | 2018-08-01 | 6.1 | 25.5 | 31.0 |
8 | 9 | 한국동서발전㈜ | 당진 | 2018-09-01 | 4.9 | 22.1 | 26.9 |
9 | 10 | 한국동서발전㈜ | 당진 | 2018-10-01 | 3.4 | 15.9 | 22.1 |
순번 | 기관명 | 사업소 | 연월 | 온배수배출량 | 입구 수온 | 출구 수온 | |
---|---|---|---|---|---|---|---|
218 | 192 | 한국동서발전㈜ | 동해 | 2022-03-01 | 1.1 | 6.2 | 8.7 |
219 | 192 | 한국동서발전㈜ | 동해 | 2022-04-01 | 3.0 | 11.7 | 23.8 |
220 | 192 | 한국동서발전㈜ | 동해 | 2022-05-01 | 3.1 | 15.6 | 24.2 |
221 | 192 | 한국동서발전㈜ | 동해 | 2022-06-01 | 4.4 | 18.4 | 25.3 |
222 | 192 | 한국동서발전㈜ | 동해 | 2022-07-01 | 5.8 | 23.7 | 31.0 |
223 | 192 | 한국동서발전㈜ | 동해 | 2022-08-01 | 5.8 | 23.1 | 30.1 |
224 | 192 | 한국동서발전㈜ | 동해 | 2022-09-01 | 3.6 | 22.7 | 29.6 |
225 | 192 | 한국동서발전㈜ | 동해 | 2022-10-01 | 4.2 | 18.3 | 25.5 |
226 | 192 | 한국동서발전㈜ | 동해 | 2022-11-01 | 4.3 | 17.4 | 24.2 |
227 | 192 | 한국동서발전㈜ | 동해 | 2022-12-01 | 4.2 | 14.7 | 24.6 |