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 | 507.8 KiB |
Average record size in memory | 52.0 B |
Variable types
Numeric | 4 |
---|---|
Categorical | 1 |
Dataset
Description | 한국지역난방공사의 수열열량 정보를 일자별, 시간대별, 지사별 예측한 시나리오 데이터입니다. 제공기간은 23년 6월부터 9월까지 입니다. |
---|---|
Author | 한국지역난방공사 |
URL | https://www.data.go.kr/data/15124139/fileData.do |
Reproduction
Analysis started | 2023-12-12 13:22:27.648794 |
---|---|
Analysis finished | 2023-12-12 13:22:30.116113 |
Duration | 2.47 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
시나리오아이디
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 128 |
---|---|
Distinct (%) | 1.3% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 58859.575 |
Minimum | 57224 |
---|---|
Maximum | 59893 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 166.0 KiB |
Quantile statistics
Minimum | 57224 |
---|---|
5-th percentile | 57224 |
Q1 | 58566 |
median | 59000 |
Q3 | 59440 |
95-th percentile | 59881 |
Maximum | 59893 |
Range | 2669 |
Interquartile range (IQR) | 874 |
Descriptive statistics
Standard deviation | 807.3391 |
---|---|
Coefficient of variation (CV) | 0.01371636 |
Kurtosis | -0.074010967 |
Mean | 58859.575 |
Median Absolute Deviation (MAD) | 434 |
Skewness | -0.89783361 |
Sum | 5.8859575 × 108 |
Variance | 651796.42 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
57224 | 1497 | 15.0% |
58822 | 545 | 5.5% |
59760 | 478 | 4.8% |
59302 | 427 | 4.3% |
58566 | 405 | 4.0% |
59892 | 150 | 1.5% |
59200 | 84 | 0.8% |
59301 | 74 | 0.7% |
59381 | 74 | 0.7% |
58800 | 72 | 0.7% |
Other values (118) | 6194 |
Value | Count | Frequency (%) |
57224 | 1497 | |
58340 | 15 | 0.1% |
58360 | 31 | 0.3% |
58380 | 48 | 0.5% |
58381 | 61 | 0.6% |
58382 | 61 | 0.6% |
58400 | 49 | 0.5% |
58420 | 64 | 0.6% |
58440 | 51 | 0.5% |
58460 | 15 | 0.1% |
Value | Count | Frequency (%) |
59893 | 18 | 0.2% |
59892 | 150 | |
59891 | 11 | 0.1% |
59890 | 30 | 0.3% |
59889 | 15 | 0.1% |
59888 | 37 | 0.4% |
59887 | 54 | 0.5% |
59886 | 62 | |
59885 | 17 | 0.2% |
59884 | 19 | 0.2% |
열원시설명
Categorical
Distinct | 4 |
---|---|
Distinct (%) | < 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 156.2 KiB |
고양 | |
---|---|
분당 | |
세종 | |
중앙 |
Length
Max length | 2 |
---|---|
Median length | 2 |
Mean length | 2 |
Min length | 2 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 중앙 |
---|---|
2nd row | 분당 |
3rd row | 세종 |
4th row | 중앙 |
5th row | 고양 |
Common Values
Value | Count | Frequency (%) |
고양 | 2562 | |
분당 | 2509 | |
세종 | 2494 | |
중앙 | 2435 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
고양 | 2562 | |
분당 | 2509 | |
세종 | 2494 | |
중앙 | 2435 |
계획일자
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 99 |
---|---|
Distinct (%) | 1.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 20230746 |
Minimum | 20230604 |
---|---|
Maximum | 20230910 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 166.0 KiB |
Quantile statistics
Minimum | 20230604 |
---|---|
5-th percentile | 20230609 |
Q1 | 20230701 |
median | 20230727 |
Q3 | 20230819 |
95-th percentile | 20230905 |
Maximum | 20230910 |
Range | 306 |
Interquartile range (IQR) | 118 |
Descriptive statistics
Standard deviation | 93.20925 |
---|---|
Coefficient of variation (CV) | 4.6073066 × 10-6 |
Kurtosis | -1.1197388 |
Mean | 20230746 |
Median Absolute Deviation (MAD) | 92 |
Skewness | -0.023552459 |
Sum | 2.0230746 × 1011 |
Variance | 8687.9642 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
20230826 | 183 | 1.8% |
20230825 | 169 | 1.7% |
20230827 | 154 | 1.5% |
20230809 | 149 | 1.5% |
20230822 | 142 | 1.4% |
20230810 | 135 | 1.4% |
20230823 | 131 | 1.3% |
20230626 | 130 | 1.3% |
20230811 | 128 | 1.3% |
20230606 | 124 | 1.2% |
Other values (89) | 8555 |
Value | Count | Frequency (%) |
20230604 | 17 | 0.2% |
20230605 | 109 | |
20230606 | 124 | |
20230607 | 105 | |
20230608 | 92 | |
20230609 | 82 | |
20230610 | 99 | |
20230611 | 86 | |
20230612 | 96 | |
20230613 | 73 |
Value | Count | Frequency (%) |
20230910 | 78 | |
20230909 | 90 | |
20230908 | 91 | |
20230907 | 105 | |
20230906 | 85 | |
20230905 | 119 | |
20230904 | 107 | |
20230903 | 114 | |
20230902 | 87 | |
20230901 | 93 |
시간
Real number (ℝ)
Distinct | 24 |
---|---|
Distinct (%) | 0.2% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 12.4538 |
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 | 6 |
median | 12 |
Q3 | 18 |
95-th percentile | 23 |
Maximum | 24 |
Range | 23 |
Interquartile range (IQR) | 12 |
Descriptive statistics
Standard deviation | 6.9143797 |
---|---|
Coefficient of variation (CV) | 0.5552024 |
Kurtosis | -1.1981655 |
Mean | 12.4538 |
Median Absolute Deviation (MAD) | 6 |
Skewness | 0.016332489 |
Sum | 124538 |
Variance | 47.808646 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
9 | 457 | 4.6% |
12 | 441 | 4.4% |
4 | 427 | 4.3% |
5 | 426 | 4.3% |
24 | 424 | 4.2% |
22 | 422 | 4.2% |
3 | 420 | 4.2% |
13 | 420 | 4.2% |
8 | 418 | 4.2% |
14 | 417 | 4.2% |
Other values (14) | 5728 |
Value | Count | Frequency (%) |
1 | 416 | |
2 | 409 | |
3 | 420 | |
4 | 427 | |
5 | 426 | |
6 | 410 | |
7 | 410 | |
8 | 418 | |
9 | 457 | |
10 | 410 |
Value | Count | Frequency (%) |
24 | 424 | |
23 | 407 | |
22 | 422 | |
21 | 409 | |
20 | 398 | |
19 | 416 | |
18 | 416 | |
17 | 400 | |
16 | 414 | |
15 | 400 |
수열량
Real number (ℝ)
ZEROS
 
Distinct | 20 |
---|---|
Distinct (%) | 0.2% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 16.0401 |
Minimum | -1 |
---|---|
Maximum | 320 |
Zeros | 5192 |
Zeros (%) | 51.9% |
Negative | 139 |
Negative (%) | 1.4% |
Memory size | 166.0 KiB |
Quantile statistics
Minimum | -1 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
median | 0 |
Q3 | 25 |
95-th percentile | 55 |
Maximum | 320 |
Range | 321 |
Interquartile range (IQR) | 25 |
Descriptive statistics
Standard deviation | 30.505395 |
---|---|
Coefficient of variation (CV) | 1.9018208 |
Kurtosis | 22.97167 |
Mean | 16.0401 |
Median Absolute Deviation (MAD) | 0 |
Skewness | 3.8895544 |
Sum | 160401 |
Variance | 930.57915 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 5192 | |
25 | 1566 | 15.7% |
55 | 1376 | 13.8% |
4 | 1328 | 13.3% |
-1 | 139 | 1.4% |
180 | 66 | 0.7% |
30 | 66 | 0.7% |
20 | 39 | 0.4% |
50 | 37 | 0.4% |
100 | 37 | 0.4% |
Other values (10) | 154 | 1.5% |
Value | Count | Frequency (%) |
-1 | 139 | 1.4% |
0 | 5192 | |
4 | 1328 | 13.3% |
9 | 32 | 0.3% |
10 | 8 | 0.1% |
14 | 5 | 0.1% |
20 | 39 | 0.4% |
25 | 1566 | 15.7% |
30 | 66 | 0.7% |
40 | 4 | < 0.1% |
Value | Count | Frequency (%) |
320 | 11 | 0.1% |
250 | 1 | < 0.1% |
220 | 35 | 0.4% |
180 | 66 | 0.7% |
150 | 17 | 0.2% |
140 | 26 | 0.3% |
130 | 15 | 0.1% |
100 | 37 | 0.4% |
55 | 1376 | |
50 | 37 | 0.4% |
시나리오아이디 | 열원시설명 | 계획일자 | 시간 | 수열량 | |
---|---|---|---|---|---|
시나리오아이디 | 1.000 | 0.000 | 0.922 | 0.000 | 0.249 |
열원시설명 | 0.000 | 1.000 | 0.000 | 0.000 | 0.762 |
계획일자 | 0.922 | 0.000 | 1.000 | 0.000 | 0.160 |
시간 | 0.000 | 0.000 | 0.000 | 1.000 | 0.116 |
수열량 | 0.249 | 0.762 | 0.160 | 0.116 | 1.000 |
시나리오아이디 | 계획일자 | 시간 | 수열량 | 열원시설명 | |
---|---|---|---|---|---|
시나리오아이디 | 1.000 | 0.722 | 0.001 | 0.259 | 0.000 |
계획일자 | 0.722 | 1.000 | -0.007 | 0.073 | 0.000 |
시간 | 0.001 | -0.007 | 1.000 | -0.003 | 0.000 |
수열량 | 0.259 | 0.073 | -0.003 | 1.000 | 0.429 |
열원시설명 | 0.000 | 0.000 | 0.000 | 0.429 | 1.000 |
시나리오아이디 | 열원시설명 | 계획일자 | 시간 | 수열량 | |
---|---|---|---|---|---|
63915 | 58381 | 중앙 | 20230606 | 22 | 25 |
2935 | 59880 | 분당 | 20230906 | 18 | 0 |
36687 | 59100 | 세종 | 20230719 | 10 | 55 |
9201 | 59720 | 중앙 | 20230827 | 16 | 25 |
52462 | 58640 | 고양 | 20230625 | 3 | 0 |
30659 | 58822 | 고양 | 20230730 | 14 | 0 |
36005 | 59140 | 세종 | 20230720 | 20 | 55 |
49062 | 58720 | 세종 | 20230630 | 19 | 55 |
4148 | 59860 | 세종 | 20230904 | 5 | 55 |
22391 | 59340 | 세종 | 20230810 | 2 | 130 |
시나리오아이디 | 열원시설명 | 계획일자 | 시간 | 수열량 | |
---|---|---|---|---|---|
654 | 59892 | 중앙 | 20230909 | 19 | 0 |
7626 | 59780 | 고양 | 20230829 | 7 | 4 |
60884 | 58382 | 세종 | 20230611 | 5 | -1 |
42453 | 58940 | 세종 | 20230710 | 4 | 55 |
4668 | 59880 | 분당 | 20230903 | 13 | 0 |
15230 | 59302 | 분당 | 20230821 | 11 | 0 |
29006 | 59220 | 세종 | 20230801 | 11 | 55 |
52712 | 58566 | 세종 | 20230625 | 17 | 0 |
26202 | 59280 | 중앙 | 20230805 | 7 | 25 |
13269 | 59601 | 세종 | 20230823 | 4 | 130 |