Dataset statistics
Number of variables | 5 |
---|---|
Number of observations | 10000 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 498.0 KiB |
Average record size in memory | 51.0 B |
Variable types
Numeric | 3 |
---|---|
Categorical | 2 |
Dataset
Description | 한국지역난방공사 내 동탄 및 용인 열원 간 일지별, 시간대별 실적 수열량에 대한 데이터로 2년간 수열실적을 제공합니다. |
---|---|
Author | 한국지역난방공사 |
URL | https://www.data.go.kr/data/15124148/fileData.do |
Reproduction
Analysis started | 2023-12-12 19:36:53.451961 |
---|---|
Analysis finished | 2023-12-12 19:36:55.575001 |
Duration | 2.12 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
실적일자
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 730 |
---|---|
Distinct (%) | 7.3% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 20222623 |
Minimum | 20210910 |
---|---|
Maximum | 20230910 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 166.0 KiB |
Quantile statistics
Minimum | 20210910 |
---|---|
5-th percentile | 20211015 |
Q1 | 20220313 |
median | 20220913 |
Q3 | 20230314 |
95-th percentile | 20230807 |
Maximum | 20230910 |
Range | 20000 |
Interquartile range (IQR) | 10001 |
Descriptive statistics
Standard deviation | 6659.6179 |
---|---|
Coefficient of variation (CV) | 0.00032931523 |
Kurtosis | -0.90706102 |
Mean | 20222623 |
Median Absolute Deviation (MAD) | 9192 |
Skewness | -0.24350883 |
Sum | 2.0222623 × 1011 |
Variance | 44350510 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
20211014 | 20 | 0.2% |
20230224 | 20 | 0.2% |
20221210 | 19 | 0.2% |
20230731 | 19 | 0.2% |
20230214 | 19 | 0.2% |
20230404 | 19 | 0.2% |
20211031 | 19 | 0.2% |
20210918 | 19 | 0.2% |
20220918 | 19 | 0.2% |
20230331 | 19 | 0.2% |
Other values (720) | 9808 |
Value | Count | Frequency (%) |
20210910 | 14 | |
20210911 | 11 | |
20210912 | 11 | |
20210913 | 17 | |
20210914 | 14 | |
20210915 | 11 | |
20210916 | 13 | |
20210917 | 10 | |
20210918 | 19 | |
20210919 | 18 |
Value | Count | Frequency (%) |
20230910 | 14 | |
20230909 | 17 | |
20230908 | 14 | |
20230907 | 16 | |
20230906 | 15 | |
20230905 | 12 | |
20230904 | 9 | |
20230903 | 18 | |
20230902 | 14 | |
20230901 | 14 |
시간
Real number (ℝ)
Distinct | 24 |
---|---|
Distinct (%) | 0.2% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 12.5801 |
Minimum | 1 |
---|---|
Maximum | 24 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 166.0 KiB |
Quantile statistics
Minimum | 1 |
---|---|
5-th percentile | 2 |
Q1 | 7 |
median | 13 |
Q3 | 19 |
95-th percentile | 23 |
Maximum | 24 |
Range | 23 |
Interquartile range (IQR) | 12 |
Descriptive statistics
Standard deviation | 6.8976186 |
---|---|
Coefficient of variation (CV) | 0.548296 |
Kurtosis | -1.2039086 |
Mean | 12.5801 |
Median Absolute Deviation (MAD) | 6 |
Skewness | -0.0027418884 |
Sum | 125801 |
Variance | 47.577142 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
11 | 440 | 4.4% |
8 | 435 | 4.3% |
23 | 429 | 4.3% |
18 | 428 | 4.3% |
17 | 426 | 4.3% |
16 | 425 | 4.2% |
12 | 425 | 4.2% |
19 | 425 | 4.2% |
24 | 424 | 4.2% |
3 | 423 | 4.2% |
Other values (14) | 5720 |
Value | Count | Frequency (%) |
1 | 375 | |
2 | 399 | |
3 | 423 | |
4 | 417 | |
5 | 421 | |
6 | 412 | |
7 | 420 | |
8 | 435 | |
9 | 416 | |
10 | 402 |
Value | Count | Frequency (%) |
24 | 424 | |
23 | 429 | |
22 | 421 | |
21 | 410 | |
20 | 416 | |
19 | 425 | |
18 | 428 | |
17 | 426 | |
16 | 425 | |
15 | 392 |
공급사업장
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | < 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 156.2 KiB |
동탄 |
---|
Length
Max length | 2 |
---|---|
Median length | 2 |
Mean length | 2 |
Min length | 2 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 동탄 |
---|---|
2nd row | 동탄 |
3rd row | 동탄 |
4th row | 동탄 |
5th row | 동탄 |
Common Values
Value | Count | Frequency (%) |
동탄 | 10000 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
동탄 | 10000 |
수열사업장
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | < 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 156.2 KiB |
용인 |
---|
Length
Max length | 2 |
---|---|
Median length | 2 |
Mean length | 2 |
Min length | 2 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 용인 |
---|---|
2nd row | 용인 |
3rd row | 용인 |
4th row | 용인 |
5th row | 용인 |
Common Values
Value | Count | Frequency (%) |
용인 | 10000 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
용인 | 10000 |
수열량
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 112 |
---|---|
Distinct (%) | 1.1% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 18.9948 |
Minimum | 0 |
---|---|
Maximum | 119 |
Zeros | 6387 |
Zeros (%) | 63.9% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 166.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
median | 0 |
Q3 | 32 |
95-th percentile | 91 |
Maximum | 119 |
Range | 119 |
Interquartile range (IQR) | 32 |
Descriptive statistics
Standard deviation | 30.437185 |
---|---|
Coefficient of variation (CV) | 1.6023956 |
Kurtosis | 0.80421712 |
Mean | 18.9948 |
Median Absolute Deviation (MAD) | 0 |
Skewness | 1.4564752 |
Sum | 189948 |
Variance | 926.42222 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 6387 | |
32 | 86 | 0.9% |
33 | 79 | 0.8% |
20 | 64 | 0.6% |
34 | 60 | 0.6% |
88 | 60 | 0.6% |
16 | 59 | 0.6% |
38 | 59 | 0.6% |
19 | 58 | 0.6% |
22 | 58 | 0.6% |
Other values (102) | 3030 |
Value | Count | Frequency (%) |
0 | 6387 | |
4 | 1 | < 0.1% |
6 | 2 | < 0.1% |
7 | 4 | < 0.1% |
8 | 5 | 0.1% |
9 | 12 | 0.1% |
10 | 17 | 0.2% |
11 | 17 | 0.2% |
12 | 19 | 0.2% |
13 | 34 | 0.3% |
Value | Count | Frequency (%) |
119 | 1 | < 0.1% |
116 | 2 | < 0.1% |
114 | 2 | < 0.1% |
113 | 1 | < 0.1% |
112 | 3 | < 0.1% |
110 | 6 | |
109 | 3 | < 0.1% |
108 | 1 | < 0.1% |
107 | 1 | < 0.1% |
106 | 9 |
실적일자 | 시간 | 수열량 | |
---|---|---|---|
실적일자 | 1.000 | 0.000 | 0.655 |
시간 | 0.000 | 1.000 | 0.126 |
수열량 | 0.655 | 0.126 | 1.000 |
실적일자 | 시간 | 수열량 | |
---|---|---|---|
실적일자 | 1.000 | -0.011 | 0.505 |
시간 | -0.011 | 1.000 | -0.001 |
수열량 | 0.505 | -0.001 | 1.000 |
실적일자 | 시간 | 공급사업장 | 수열사업장 | 수열량 | |
---|---|---|---|---|---|
14930 | 20211226 | 24 | 동탄 | 용인 | 0 |
3105 | 20230504 | 7 | 동탄 | 용인 | 29 |
12465 | 20220408 | 23 | 동탄 | 용인 | 0 |
4324 | 20230314 | 1 | 동탄 | 용인 | 60 |
5976 | 20230104 | 9 | 동탄 | 용인 | 95 |
7372 | 20221107 | 20 | 동탄 | 용인 | 71 |
14175 | 20220127 | 24 | 동탄 | 용인 | 0 |
5920 | 20230106 | 18 | 동탄 | 용인 | 97 |
7536 | 20221031 | 14 | 동탄 | 용인 | 34 |
11890 | 20220502 | 23 | 동탄 | 용인 | 0 |
실적일자 | 시간 | 공급사업장 | 수열사업장 | 수열량 | |
---|---|---|---|---|---|
15961 | 20211112 | 11 | 동탄 | 용인 | 0 |
12434 | 20220409 | 20 | 동탄 | 용인 | 0 |
990 | 20230731 | 4 | 동탄 | 용인 | 0 |
7945 | 20221014 | 7 | 동탄 | 용인 | 45 |
8488 | 20220921 | 7 | 동탄 | 용인 | 0 |
77 | 20230907 | 18 | 동탄 | 용인 | 0 |
2152 | 20230612 | 11 | 동탄 | 용인 | 14 |
10934 | 20220611 | 23 | 동탄 | 용인 | 0 |
11917 | 20220501 | 12 | 동탄 | 용인 | 0 |
5819 | 20230111 | 11 | 동탄 | 용인 | 88 |