Dataset statistics
| Number of variables | 14 |
|---|---|
| Number of observations | 4312 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 463 |
| Duplicate rows (%) | 10.7% |
| Total size in memory | 526.5 KiB |
| Average record size in memory | 125.0 B |
Variable types
| Categorical | 1 |
|---|---|
| Text | 1 |
| Numeric | 12 |
Dataset
| Description | 한국동서발전의 2020년 월간운저시간 예측값 정보입니다. 월간운전시간은 연도, 발전기명, 1월~12월의 항목으로 구성됩니다. |
|---|---|
| Author | 한국동서발전(주) |
| URL | https://www.data.go.kr/data/15089029/fileData.do |
연도 has constant value "" | Constant |
| Dataset has 463 (10.7%) duplicate rows | Duplicates |
1월 is highly overall correlated with 2월 and 7 other fields | High correlation |
2월 is highly overall correlated with 1월 and 5 other fields | High correlation |
3월 is highly overall correlated with 1월 and 7 other fields | High correlation |
4월 is highly overall correlated with 3월 and 6 other fields | High correlation |
5월 is highly overall correlated with 4월 and 4 other fields | High correlation |
6월 is highly overall correlated with 1월 and 10 other fields | High correlation |
7월 is highly overall correlated with 1월 and 10 other fields | High correlation |
8월 is highly overall correlated with 1월 and 10 other fields | High correlation |
9월 is highly overall correlated with 1월 and 8 other fields | High correlation |
10월 is highly overall correlated with 6월 and 5 other fields | High correlation |
11월 is highly overall correlated with 1월 and 8 other fields | High correlation |
12월 is highly overall correlated with 1월 and 8 other fields | High correlation |
1월 has 691 (16.0%) zeros | Zeros |
2월 has 604 (14.0%) zeros | Zeros |
3월 has 839 (19.5%) zeros | Zeros |
4월 has 801 (18.6%) zeros | Zeros |
5월 has 949 (22.0%) zeros | Zeros |
6월 has 820 (19.0%) zeros | Zeros |
7월 has 546 (12.7%) zeros | Zeros |
8월 has 534 (12.4%) zeros | Zeros |
9월 has 598 (13.9%) zeros | Zeros |
10월 has 967 (22.4%) zeros | Zeros |
11월 has 770 (17.9%) zeros | Zeros |
12월 has 624 (14.5%) zeros | Zeros |
Reproduction
| Analysis started | 2023-12-12 07:03:31.799259 |
|---|---|
| Analysis finished | 2023-12-12 07:03:51.717870 |
| Duration | 19.92 seconds |
| Software version | ydata-profiling vv4.5.1 |
| Download configuration | config.json |
연도
Categorical
CONSTANT
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 33.8 KiB |
| 2020 |
|---|
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 4 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2020 |
|---|---|
| 2nd row | 2020 |
| 3rd row | 2020 |
| 4th row | 2020 |
| 5th row | 2020 |
Common Values
| Value | Count | Frequency (%) |
| 2020 | 4312 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 2020 | 4312 |
발전기명
Text
| Distinct | 53 |
|---|---|
| Distinct (%) | 1.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 33.8 KiB |
Length
| Max length | 11 |
|---|---|
| Median length | 4 |
| Mean length | 5.5793135 |
| Min length | 4 |
Characters and Unicode
| Total characters | 24058 |
|---|---|
| Distinct characters | 65 |
| Distinct categories | 7 ? |
| Distinct scripts | 3 ? |
| Distinct blocks | 2 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 7 ? |
|---|---|
| Unique (%) | 0.2% |
Sample
| 1st row | Re당진#3 |
|---|---|
| 2nd row | Re당진#3 |
| 3rd row | Re당진#3 |
| 4th row | Re당진#3 |
| 5th row | Re당진#3 |
| Value | Count | Frequency (%) |
| 호남#2 | 169 | 3.9% |
| 당진#8 | 169 | 3.9% |
| 일산복합2cc | 169 | 3.9% |
| 일산복합1cc | 169 | 3.9% |
| 당진#7 | 169 | 3.9% |
| 당진#1 | 169 | 3.9% |
| 호남#1 | 169 | 3.9% |
| 동해#2 | 169 | 3.9% |
| 동해#1 | 169 | 3.9% |
| 당진#4 | 169 | 3.9% |
| Other values (44) | 2645 |
Most occurring characters
| Value | Count | Frequency (%) |
| # | 3445 | 14.3% |
| C | 1968 | 8.2% |
| 당 | 1887 | 7.8% |
| 진 | 1887 | 7.8% |
| 산 | 1222 | 5.1% |
| 1 | 1123 | 4.7% |
| 복 | 994 | 4.1% |
| 합 | 994 | 4.1% |
| 울 | 882 | 3.7% |
| 2 | 845 | 3.5% |
| Other values (55) | 8811 |
Most occurring categories
| Value | Count | Frequency (%) |
| Other Letter | 13346 | |
| Decimal Number | 4204 | 17.5% |
| Other Punctuation | 3468 | 14.4% |
| Uppercase Letter | 2211 | 9.2% |
| Dash Punctuation | 785 | 3.3% |
| Space Separator | 23 | 0.1% |
| Lowercase Letter | 21 | 0.1% |
Most frequent character per category
Other Letter
| Value | Count | Frequency (%) |
| 당 | 1887 | |
| 진 | 1887 | |
| 산 | 1222 | 9.2% |
| 복 | 994 | 7.4% |
| 합 | 994 | 7.4% |
| 울 | 882 | 6.6% |
| 신 | 676 | 5.1% |
| 생 | 548 | 4.1% |
| 동 | 531 | 4.0% |
| 재 | 525 | 3.9% |
| Other values (33) | 3200 |
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 1123 | |
| 2 | 845 | |
| 5 | 467 | |
| 6 | 336 | 8.0% |
| 3 | 334 | 7.9% |
| 4 | 324 | 7.7% |
| 9 | 224 | 5.3% |
| 7 | 202 | 4.8% |
| 0 | 180 | 4.3% |
| 8 | 169 | 4.0% |
Uppercase Letter
| Value | Count | Frequency (%) |
| C | 1968 | |
| S | 69 | 3.1% |
| G | 65 | 2.9% |
| T | 42 | 1.9% |
| K | 23 | 1.0% |
| E | 23 | 1.0% |
| R | 21 | 0.9% |
Other Punctuation
| Value | Count | Frequency (%) |
| # | 3445 | |
| & | 23 | 0.7% |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 785 |
Space Separator
| Value | Count | Frequency (%) |
| 23 |
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 21 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Hangul | 13346 | |
| Common | 8480 | |
| Latin | 2232 | 9.3% |
Most frequent character per script
Hangul
| Value | Count | Frequency (%) |
| 당 | 1887 | |
| 진 | 1887 | |
| 산 | 1222 | 9.2% |
| 복 | 994 | 7.4% |
| 합 | 994 | 7.4% |
| 울 | 882 | 6.6% |
| 신 | 676 | 5.1% |
| 생 | 548 | 4.1% |
| 동 | 531 | 4.0% |
| 재 | 525 | 3.9% |
| Other values (33) | 3200 |
Common
| Value | Count | Frequency (%) |
| # | 3445 | |
| 1 | 1123 | 13.2% |
| 2 | 845 | 10.0% |
| - | 785 | 9.3% |
| 5 | 467 | 5.5% |
| 6 | 336 | 4.0% |
| 3 | 334 | 3.9% |
| 4 | 324 | 3.8% |
| 9 | 224 | 2.6% |
| 7 | 202 | 2.4% |
| Other values (4) | 395 | 4.7% |
Latin
| Value | Count | Frequency (%) |
| C | 1968 | |
| S | 69 | 3.1% |
| G | 65 | 2.9% |
| T | 42 | 1.9% |
| K | 23 | 1.0% |
| E | 23 | 1.0% |
| R | 21 | 0.9% |
| e | 21 | 0.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| Hangul | 13346 | |
| ASCII | 10712 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| # | 3445 | |
| C | 1968 | |
| 1 | 1123 | 10.5% |
| 2 | 845 | 7.9% |
| - | 785 | 7.3% |
| 5 | 467 | 4.4% |
| 6 | 336 | 3.1% |
| 3 | 334 | 3.1% |
| 4 | 324 | 3.0% |
| 9 | 224 | 2.1% |
| Other values (12) | 861 | 8.0% |
Hangul
| Value | Count | Frequency (%) |
| 당 | 1887 | |
| 진 | 1887 | |
| 산 | 1222 | 9.2% |
| 복 | 994 | 7.4% |
| 합 | 994 | 7.4% |
| 울 | 882 | 6.6% |
| 신 | 676 | 5.1% |
| 생 | 548 | 4.1% |
| 동 | 531 | 4.0% |
| 재 | 525 | 3.9% |
| Other values (33) | 3200 |
1월
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 292 |
|---|---|
| Distinct (%) | 6.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 531.38474 |
| Minimum | 0 |
|---|---|
| Maximum | 744 |
| Zeros | 691 |
| Zeros (%) | 16.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 38.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 385 |
| median | 729 |
| Q3 | 744 |
| 95-th percentile | 744 |
| Maximum | 744 |
| Range | 744 |
| Interquartile range (IQR) | 359 |
Descriptive statistics
| Standard deviation | 295.00897 |
|---|---|
| Coefficient of variation (CV) | 0.55517019 |
| Kurtosis | -0.74076471 |
| Mean | 531.38474 |
| Median Absolute Deviation (MAD) | 15 |
| Skewness | -1.0088559 |
| Sum | 2291331 |
| Variance | 87030.29 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 744 | 2093 | |
| 0 | 691 | 16.0% |
| 403 | 140 | 3.2% |
| 648 | 99 | 2.3% |
| 612 | 74 | 1.7% |
| 96 | 41 | 1.0% |
| 456 | 32 | 0.7% |
| 24 | 29 | 0.7% |
| 729 | 27 | 0.6% |
| 72 | 27 | 0.6% |
| Other values (282) | 1059 |
| Value | Count | Frequency (%) |
| 0 | 691 | |
| 2 | 7 | 0.2% |
| 3 | 8 | 0.2% |
| 4 | 1 | < 0.1% |
| 5 | 2 | < 0.1% |
| 6 | 1 | < 0.1% |
| 9 | 3 | 0.1% |
| 10 | 2 | < 0.1% |
| 11 | 1 | < 0.1% |
| 12 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 744 | 2093 | |
| 743 | 1 | < 0.1% |
| 735 | 4 | 0.1% |
| 732 | 10 | 0.2% |
| 731 | 23 | 0.5% |
| 730 | 6 | 0.1% |
| 729 | 27 | 0.6% |
| 728 | 7 | 0.2% |
| 727 | 1 | < 0.1% |
| 726 | 3 | 0.1% |
2월
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 255 |
|---|---|
| Distinct (%) | 5.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 489.19481 |
| Minimum | 0 |
|---|---|
| Maximum | 696 |
| Zeros | 604 |
| Zeros (%) | 14.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 38.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 312 |
| median | 672 |
| Q3 | 696 |
| 95-th percentile | 696 |
| Maximum | 696 |
| Range | 696 |
| Interquartile range (IQR) | 384 |
Descriptive statistics
| Standard deviation | 272.97715 |
|---|---|
| Coefficient of variation (CV) | 0.55801318 |
| Kurtosis | -0.88963135 |
| Mean | 489.19481 |
| Median Absolute Deviation (MAD) | 24 |
| Skewness | -0.90957674 |
| Sum | 2109408 |
| Variance | 74516.523 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 696 | 1976 | |
| 0 | 604 | 14.0% |
| 552 | 154 | 3.6% |
| 377 | 146 | 3.4% |
| 672 | 138 | 3.2% |
| 600 | 98 | 2.3% |
| 676 | 75 | 1.7% |
| 312 | 72 | 1.7% |
| 456 | 69 | 1.6% |
| 72 | 67 | 1.6% |
| Other values (245) | 913 |
| Value | Count | Frequency (%) |
| 0 | 604 | |
| 2 | 1 | < 0.1% |
| 3 | 17 | 0.4% |
| 4 | 1 | < 0.1% |
| 8 | 2 | < 0.1% |
| 9 | 1 | < 0.1% |
| 15 | 1 | < 0.1% |
| 16 | 5 | 0.1% |
| 18 | 1 | < 0.1% |
| 19 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 696 | 1976 | |
| 694 | 12 | 0.3% |
| 693 | 1 | < 0.1% |
| 692 | 1 | < 0.1% |
| 691 | 2 | < 0.1% |
| 687 | 1 | < 0.1% |
| 684 | 4 | 0.1% |
| 683 | 1 | < 0.1% |
| 682 | 3 | 0.1% |
| 681 | 2 | < 0.1% |
3월
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 280 |
|---|---|
| Distinct (%) | 6.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 455.48864 |
| Minimum | 0 |
|---|---|
| Maximum | 744 |
| Zeros | 839 |
| Zeros (%) | 19.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 38.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 137 |
| median | 556 |
| Q3 | 744 |
| 95-th percentile | 744 |
| Maximum | 744 |
| Range | 744 |
| Interquartile range (IQR) | 607 |
Descriptive statistics
| Standard deviation | 301.81782 |
|---|---|
| Coefficient of variation (CV) | 0.66262427 |
| Kurtosis | -1.4313922 |
| Mean | 455.48864 |
| Median Absolute Deviation (MAD) | 188 |
| Skewness | -0.47230034 |
| Sum | 1964067 |
| Variance | 91093.998 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 744 | 1658 | |
| 0 | 839 | |
| 403 | 177 | 4.1% |
| 624 | 145 | 3.4% |
| 432 | 83 | 1.9% |
| 480 | 80 | 1.9% |
| 137 | 67 | 1.6% |
| 456 | 64 | 1.5% |
| 284 | 62 | 1.4% |
| 324 | 53 | 1.2% |
| Other values (270) | 1084 |
| Value | Count | Frequency (%) |
| 0 | 839 | |
| 2 | 3 | 0.1% |
| 4 | 5 | 0.1% |
| 5 | 3 | 0.1% |
| 7 | 9 | 0.2% |
| 8 | 4 | 0.1% |
| 9 | 4 | 0.1% |
| 10 | 3 | 0.1% |
| 11 | 2 | < 0.1% |
| 12 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 744 | 1658 | |
| 742 | 1 | < 0.1% |
| 740 | 3 | 0.1% |
| 737 | 1 | < 0.1% |
| 736 | 1 | < 0.1% |
| 735 | 1 | < 0.1% |
| 732 | 5 | 0.1% |
| 730 | 4 | 0.1% |
| 729 | 1 | < 0.1% |
| 727 | 2 | < 0.1% |
4월
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 285 |
|---|---|
| Distinct (%) | 6.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 424.55589 |
| Minimum | 0 |
|---|---|
| Maximum | 720 |
| Zeros | 801 |
| Zeros (%) | 18.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 38.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 98 |
| median | 508.5 |
| Q3 | 720 |
| 95-th percentile | 720 |
| Maximum | 720 |
| Range | 720 |
| Interquartile range (IQR) | 622 |
Descriptive statistics
| Standard deviation | 298.10052 |
|---|---|
| Coefficient of variation (CV) | 0.70214671 |
| Kurtosis | -1.5685917 |
| Mean | 424.55589 |
| Median Absolute Deviation (MAD) | 211.5 |
| Skewness | -0.36556116 |
| Sum | 1830685 |
| Variance | 88863.922 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 720 | 1561 | |
| 0 | 801 | |
| 390 | 177 | 4.1% |
| 24 | 136 | 3.2% |
| 120 | 99 | 2.3% |
| 480 | 95 | 2.2% |
| 624 | 92 | 2.1% |
| 384 | 79 | 1.8% |
| 312 | 75 | 1.7% |
| 102 | 67 | 1.6% |
| Other values (275) | 1130 |
| Value | Count | Frequency (%) |
| 0 | 801 | |
| 2 | 1 | < 0.1% |
| 4 | 2 | < 0.1% |
| 6 | 6 | 0.1% |
| 8 | 1 | < 0.1% |
| 9 | 1 | < 0.1% |
| 10 | 16 | 0.4% |
| 13 | 2 | < 0.1% |
| 16 | 1 | < 0.1% |
| 18 | 3 | 0.1% |
| Value | Count | Frequency (%) |
| 720 | 1561 | |
| 708 | 4 | 0.1% |
| 707 | 7 | 0.2% |
| 706 | 5 | 0.1% |
| 705 | 1 | < 0.1% |
| 704 | 5 | 0.1% |
| 703 | 15 | 0.3% |
| 702 | 2 | < 0.1% |
| 701 | 5 | 0.1% |
| 700 | 4 | 0.1% |
5월
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 347 |
|---|---|
| Distinct (%) | 8.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 434.41651 |
| Minimum | 0 |
|---|---|
| Maximum | 744 |
| Zeros | 949 |
| Zeros (%) | 22.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 38.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 122 |
| median | 461 |
| Q3 | 744 |
| 95-th percentile | 744 |
| Maximum | 744 |
| Range | 744 |
| Interquartile range (IQR) | 622 |
Descriptive statistics
| Standard deviation | 304.60029 |
|---|---|
| Coefficient of variation (CV) | 0.70117107 |
| Kurtosis | -1.5346448 |
| Mean | 434.41651 |
| Median Absolute Deviation (MAD) | 283 |
| Skewness | -0.31723076 |
| Sum | 1873204 |
| Variance | 92781.337 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 744 | 1644 | |
| 0 | 949 | |
| 403 | 198 | 4.6% |
| 289 | 116 | 2.7% |
| 624 | 73 | 1.7% |
| 127 | 65 | 1.5% |
| 168 | 47 | 1.1% |
| 336 | 39 | 0.9% |
| 404 | 39 | 0.9% |
| 312 | 36 | 0.8% |
| Other values (337) | 1106 |
| Value | Count | Frequency (%) |
| 0 | 949 | |
| 1 | 21 | 0.5% |
| 2 | 2 | < 0.1% |
| 3 | 1 | < 0.1% |
| 4 | 4 | 0.1% |
| 5 | 1 | < 0.1% |
| 6 | 3 | 0.1% |
| 7 | 6 | 0.1% |
| 10 | 1 | < 0.1% |
| 11 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 744 | 1644 | |
| 742 | 1 | < 0.1% |
| 738 | 1 | < 0.1% |
| 737 | 2 | < 0.1% |
| 736 | 1 | < 0.1% |
| 735 | 1 | < 0.1% |
| 734 | 1 | < 0.1% |
| 732 | 9 | 0.2% |
| 731 | 4 | 0.1% |
| 730 | 1 | < 0.1% |
6월
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 317 |
|---|---|
| Distinct (%) | 7.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 468.75023 |
| Minimum | 0 |
|---|---|
| Maximum | 720 |
| Zeros | 820 |
| Zeros (%) | 19.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 38.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 159 |
| median | 624 |
| Q3 | 720 |
| 95-th percentile | 720 |
| Maximum | 720 |
| Range | 720 |
| Interquartile range (IQR) | 561 |
Descriptive statistics
| Standard deviation | 293.54096 |
|---|---|
| Coefficient of variation (CV) | 0.6262204 |
| Kurtosis | -1.2841393 |
| Mean | 468.75023 |
| Median Absolute Deviation (MAD) | 96 |
| Skewness | -0.64587729 |
| Sum | 2021251 |
| Variance | 86166.294 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 720 | 1813 | |
| 0 | 820 | |
| 624 | 181 | 4.2% |
| 390 | 177 | 4.1% |
| 240 | 74 | 1.7% |
| 140 | 66 | 1.5% |
| 211 | 60 | 1.4% |
| 504 | 43 | 1.0% |
| 288 | 40 | 0.9% |
| 714 | 32 | 0.7% |
| Other values (307) | 1006 |
| Value | Count | Frequency (%) |
| 0 | 820 | |
| 1 | 3 | 0.1% |
| 2 | 8 | 0.2% |
| 3 | 1 | < 0.1% |
| 4 | 7 | 0.2% |
| 6 | 5 | 0.1% |
| 7 | 2 | < 0.1% |
| 8 | 2 | < 0.1% |
| 9 | 22 | 0.5% |
| 11 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 720 | 1813 | |
| 719 | 27 | 0.6% |
| 718 | 9 | 0.2% |
| 715 | 27 | 0.6% |
| 714 | 32 | 0.7% |
| 713 | 16 | 0.4% |
| 712 | 1 | < 0.1% |
| 711 | 1 | < 0.1% |
| 708 | 18 | 0.4% |
| 707 | 2 | < 0.1% |
7월
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 307 |
|---|---|
| Distinct (%) | 7.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 515.84647 |
| Minimum | 0 |
|---|---|
| Maximum | 744 |
| Zeros | 546 |
| Zeros (%) | 12.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 38.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 130 |
| median | 744 |
| Q3 | 744 |
| 95-th percentile | 744 |
| Maximum | 744 |
| Range | 744 |
| Interquartile range (IQR) | 614 |
Descriptive statistics
| Standard deviation | 303.33855 |
|---|---|
| Coefficient of variation (CV) | 0.58804037 |
| Kurtosis | -1.1395406 |
| Mean | 515.84647 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -0.80704341 |
| Sum | 2224330 |
| Variance | 92014.276 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 744 | 2299 | |
| 0 | 546 | 12.7% |
| 96 | 157 | 3.6% |
| 403 | 141 | 3.3% |
| 648 | 69 | 1.6% |
| 48 | 60 | 1.4% |
| 130 | 36 | 0.8% |
| 504 | 36 | 0.8% |
| 78 | 35 | 0.8% |
| 451 | 32 | 0.7% |
| Other values (297) | 901 | 20.9% |
| Value | Count | Frequency (%) |
| 0 | 546 | |
| 1 | 11 | 0.3% |
| 2 | 6 | 0.1% |
| 3 | 2 | < 0.1% |
| 4 | 11 | 0.3% |
| 6 | 1 | < 0.1% |
| 7 | 1 | < 0.1% |
| 8 | 1 | < 0.1% |
| 9 | 17 | 0.4% |
| 10 | 5 | 0.1% |
| Value | Count | Frequency (%) |
| 744 | 2299 | |
| 743 | 3 | 0.1% |
| 742 | 1 | < 0.1% |
| 741 | 1 | < 0.1% |
| 738 | 8 | 0.2% |
| 734 | 1 | < 0.1% |
| 732 | 9 | 0.2% |
| 730 | 8 | 0.2% |
| 729 | 4 | 0.1% |
| 728 | 8 | 0.2% |
8월
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 365 |
|---|---|
| Distinct (%) | 8.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 505.28896 |
| Minimum | 0 |
|---|---|
| Maximum | 744 |
| Zeros | 534 |
| Zeros (%) | 12.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 38.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 137.75 |
| median | 739.5 |
| Q3 | 744 |
| 95-th percentile | 744 |
| Maximum | 744 |
| Range | 744 |
| Interquartile range (IQR) | 606.25 |
Descriptive statistics
| Standard deviation | 301.4227 |
|---|---|
| Coefficient of variation (CV) | 0.5965353 |
| Kurtosis | -1.2515037 |
| Mean | 505.28896 |
| Median Absolute Deviation (MAD) | 4.5 |
| Skewness | -0.72073113 |
| Sum | 2178806 |
| Variance | 90855.645 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 744 | 2127 | |
| 0 | 534 | 12.4% |
| 120 | 139 | 3.2% |
| 403 | 138 | 3.2% |
| 48 | 110 | 2.6% |
| 624 | 99 | 2.3% |
| 117 | 70 | 1.6% |
| 720 | 34 | 0.8% |
| 528 | 22 | 0.5% |
| 726 | 22 | 0.5% |
| Other values (355) | 1017 |
| Value | Count | Frequency (%) |
| 0 | 534 | |
| 1 | 2 | < 0.1% |
| 2 | 5 | 0.1% |
| 3 | 1 | < 0.1% |
| 4 | 3 | 0.1% |
| 5 | 2 | < 0.1% |
| 8 | 4 | 0.1% |
| 9 | 2 | < 0.1% |
| 10 | 3 | 0.1% |
| 11 | 6 | 0.1% |
| Value | Count | Frequency (%) |
| 744 | 2127 | |
| 743 | 1 | < 0.1% |
| 742 | 3 | 0.1% |
| 741 | 21 | 0.5% |
| 740 | 4 | 0.1% |
| 739 | 1 | < 0.1% |
| 738 | 1 | < 0.1% |
| 737 | 1 | < 0.1% |
| 734 | 1 | < 0.1% |
| 732 | 10 | 0.2% |
9월
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 412 |
|---|---|
| Distinct (%) | 9.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 445.77968 |
| Minimum | 0 |
|---|---|
| Maximum | 720 |
| Zeros | 598 |
| Zeros (%) | 13.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 38.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 96 |
| median | 553 |
| Q3 | 720 |
| 95-th percentile | 720 |
| Maximum | 720 |
| Range | 720 |
| Interquartile range (IQR) | 624 |
Descriptive statistics
| Standard deviation | 289.13534 |
|---|---|
| Coefficient of variation (CV) | 0.64860591 |
| Kurtosis | -1.4631864 |
| Mean | 445.77968 |
| Median Absolute Deviation (MAD) | 167 |
| Skewness | -0.47519224 |
| Sum | 1922202 |
| Variance | 83599.243 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 720 | 1399 | |
| 0 | 598 | 13.9% |
| 96 | 259 | 6.0% |
| 390 | 106 | 2.5% |
| 703 | 88 | 2.0% |
| 624 | 87 | 2.0% |
| 260 | 71 | 1.6% |
| 702 | 57 | 1.3% |
| 240 | 49 | 1.1% |
| 552 | 47 | 1.1% |
| Other values (402) | 1551 |
| Value | Count | Frequency (%) |
| 0 | 598 | |
| 1 | 2 | < 0.1% |
| 2 | 2 | < 0.1% |
| 3 | 3 | 0.1% |
| 4 | 16 | 0.4% |
| 6 | 6 | 0.1% |
| 7 | 17 | 0.4% |
| 8 | 8 | 0.2% |
| 9 | 1 | < 0.1% |
| 10 | 5 | 0.1% |
| Value | Count | Frequency (%) |
| 720 | 1399 | |
| 719 | 20 | 0.5% |
| 718 | 19 | 0.4% |
| 717 | 17 | 0.4% |
| 716 | 12 | 0.3% |
| 715 | 1 | < 0.1% |
| 714 | 1 | < 0.1% |
| 708 | 4 | 0.1% |
| 707 | 6 | 0.1% |
| 706 | 2 | < 0.1% |
10월
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 377 |
|---|---|
| Distinct (%) | 8.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 430.13057 |
| Minimum | 0 |
|---|---|
| Maximum | 744 |
| Zeros | 967 |
| Zeros (%) | 22.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 38.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 50 |
| median | 558 |
| Q3 | 744 |
| 95-th percentile | 744 |
| Maximum | 744 |
| Range | 744 |
| Interquartile range (IQR) | 694 |
Descriptive statistics
| Standard deviation | 313.50073 |
|---|---|
| Coefficient of variation (CV) | 0.72885016 |
| Kurtosis | -1.6444676 |
| Mean | 430.13057 |
| Median Absolute Deviation (MAD) | 186 |
| Skewness | -0.33007064 |
| Sum | 1854723 |
| Variance | 98282.708 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 744 | 1288 | |
| 0 | 967 | |
| 96 | 175 | 4.1% |
| 648 | 140 | 3.2% |
| 403 | 107 | 2.5% |
| 696 | 100 | 2.3% |
| 364 | 71 | 1.6% |
| 689 | 66 | 1.5% |
| 708 | 60 | 1.4% |
| 720 | 55 | 1.3% |
| Other values (367) | 1283 |
| Value | Count | Frequency (%) |
| 0 | 967 | |
| 2 | 10 | 0.2% |
| 4 | 11 | 0.3% |
| 5 | 1 | < 0.1% |
| 6 | 6 | 0.1% |
| 8 | 4 | 0.1% |
| 10 | 3 | 0.1% |
| 14 | 2 | < 0.1% |
| 16 | 4 | 0.1% |
| 19 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 744 | 1288 | |
| 739 | 1 | < 0.1% |
| 738 | 1 | < 0.1% |
| 737 | 1 | < 0.1% |
| 736 | 1 | < 0.1% |
| 732 | 1 | < 0.1% |
| 730 | 10 | 0.2% |
| 729 | 1 | < 0.1% |
| 728 | 7 | 0.2% |
| 727 | 10 | 0.2% |
11월
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 357 |
|---|---|
| Distinct (%) | 8.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 450.49629 |
| Minimum | 0 |
|---|---|
| Maximum | 720 |
| Zeros | 770 |
| Zeros (%) | 17.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 38.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 120 |
| median | 600 |
| Q3 | 720 |
| 95-th percentile | 720 |
| Maximum | 720 |
| Range | 720 |
| Interquartile range (IQR) | 600 |
Descriptive statistics
| Standard deviation | 301.3686 |
|---|---|
| Coefficient of variation (CV) | 0.66897021 |
| Kurtosis | -1.5086831 |
| Mean | 450.49629 |
| Median Absolute Deviation (MAD) | 120 |
| Skewness | -0.49887654 |
| Sum | 1942540 |
| Variance | 90823.032 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 720 | 1889 | |
| 0 | 770 | |
| 390 | 176 | 4.1% |
| 600 | 130 | 3.0% |
| 120 | 92 | 2.1% |
| 417 | 41 | 1.0% |
| 144 | 38 | 0.9% |
| 68 | 27 | 0.6% |
| 570 | 26 | 0.6% |
| 67 | 26 | 0.6% |
| Other values (347) | 1097 |
| Value | Count | Frequency (%) |
| 0 | 770 | |
| 1 | 11 | 0.3% |
| 2 | 11 | 0.3% |
| 6 | 6 | 0.1% |
| 7 | 1 | < 0.1% |
| 8 | 1 | < 0.1% |
| 9 | 1 | < 0.1% |
| 10 | 1 | < 0.1% |
| 11 | 3 | 0.1% |
| 12 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 720 | 1889 | |
| 715 | 2 | < 0.1% |
| 713 | 1 | < 0.1% |
| 711 | 3 | 0.1% |
| 708 | 3 | 0.1% |
| 707 | 11 | 0.3% |
| 705 | 16 | 0.4% |
| 704 | 13 | 0.3% |
| 703 | 4 | 0.1% |
| 702 | 3 | 0.1% |
12월
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 354 |
|---|---|
| Distinct (%) | 8.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 518.96962 |
| Minimum | 0 |
|---|---|
| Maximum | 744 |
| Zeros | 624 |
| Zeros (%) | 14.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 38.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 288 |
| median | 732 |
| Q3 | 744 |
| 95-th percentile | 744 |
| Maximum | 744 |
| Range | 744 |
| Interquartile range (IQR) | 456 |
Descriptive statistics
| Standard deviation | 293.4155 |
|---|---|
| Coefficient of variation (CV) | 0.56538087 |
| Kurtosis | -0.96224474 |
| Mean | 518.96962 |
| Median Absolute Deviation (MAD) | 12 |
| Skewness | -0.85656612 |
| Sum | 2237797 |
| Variance | 86092.654 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 744 | 2112 | |
| 0 | 624 | 14.5% |
| 403 | 140 | 3.2% |
| 96 | 74 | 1.7% |
| 288 | 74 | 1.7% |
| 672 | 73 | 1.7% |
| 456 | 52 | 1.2% |
| 648 | 46 | 1.1% |
| 732 | 44 | 1.0% |
| 260 | 35 | 0.8% |
| Other values (344) | 1038 |
| Value | Count | Frequency (%) |
| 0 | 624 | |
| 1 | 5 | 0.1% |
| 2 | 3 | 0.1% |
| 3 | 1 | < 0.1% |
| 4 | 1 | < 0.1% |
| 5 | 1 | < 0.1% |
| 6 | 3 | 0.1% |
| 8 | 3 | 0.1% |
| 9 | 4 | 0.1% |
| 10 | 3 | 0.1% |
| Value | Count | Frequency (%) |
| 744 | 2112 | |
| 742 | 3 | 0.1% |
| 740 | 17 | 0.4% |
| 739 | 1 | < 0.1% |
| 738 | 1 | < 0.1% |
| 736 | 1 | < 0.1% |
| 734 | 1 | < 0.1% |
| 733 | 1 | < 0.1% |
| 732 | 44 | 1.0% |
| 731 | 4 | 0.1% |
| 발전기명 | 1월 | 2월 | 3월 | 4월 | 5월 | 6월 | 7월 | 8월 | 9월 | 10월 | 11월 | 12월 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 발전기명 | 1.000 | 0.905 | 0.916 | 0.907 | 0.882 | 0.860 | 0.876 | 0.892 | 0.880 | 0.853 | 0.877 | 0.857 | 0.866 |
| 1월 | 0.905 | 1.000 | 0.908 | 0.808 | 0.774 | 0.734 | 0.781 | 0.805 | 0.838 | 0.730 | 0.726 | 0.789 | 0.834 |
| 2월 | 0.916 | 0.908 | 1.000 | 0.881 | 0.791 | 0.740 | 0.784 | 0.819 | 0.808 | 0.715 | 0.688 | 0.754 | 0.814 |
| 3월 | 0.907 | 0.808 | 0.881 | 1.000 | 0.788 | 0.793 | 0.782 | 0.800 | 0.804 | 0.703 | 0.719 | 0.743 | 0.752 |
| 4월 | 0.882 | 0.774 | 0.791 | 0.788 | 1.000 | 0.884 | 0.823 | 0.812 | 0.798 | 0.678 | 0.696 | 0.705 | 0.710 |
| 5월 | 0.860 | 0.734 | 0.740 | 0.793 | 0.884 | 1.000 | 0.885 | 0.805 | 0.799 | 0.718 | 0.720 | 0.746 | 0.757 |
| 6월 | 0.876 | 0.781 | 0.784 | 0.782 | 0.823 | 0.885 | 1.000 | 0.881 | 0.846 | 0.721 | 0.718 | 0.747 | 0.745 |
| 7월 | 0.892 | 0.805 | 0.819 | 0.800 | 0.812 | 0.805 | 0.881 | 1.000 | 0.909 | 0.793 | 0.790 | 0.772 | 0.786 |
| 8월 | 0.880 | 0.838 | 0.808 | 0.804 | 0.798 | 0.799 | 0.846 | 0.909 | 1.000 | 0.837 | 0.812 | 0.801 | 0.818 |
| 9월 | 0.853 | 0.730 | 0.715 | 0.703 | 0.678 | 0.718 | 0.721 | 0.793 | 0.837 | 1.000 | 0.873 | 0.827 | 0.782 |
| 10월 | 0.877 | 0.726 | 0.688 | 0.719 | 0.696 | 0.720 | 0.718 | 0.790 | 0.812 | 0.873 | 1.000 | 0.859 | 0.757 |
| 11월 | 0.857 | 0.789 | 0.754 | 0.743 | 0.705 | 0.746 | 0.747 | 0.772 | 0.801 | 0.827 | 0.859 | 1.000 | 0.822 |
| 12월 | 0.866 | 0.834 | 0.814 | 0.752 | 0.710 | 0.757 | 0.745 | 0.786 | 0.818 | 0.782 | 0.757 | 0.822 | 1.000 |
| 1월 | 2월 | 3월 | 4월 | 5월 | 6월 | 7월 | 8월 | 9월 | 10월 | 11월 | 12월 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1월 | 1.000 | 0.831 | 0.594 | 0.474 | 0.468 | 0.576 | 0.656 | 0.689 | 0.567 | 0.491 | 0.555 | 0.792 |
| 2월 | 0.831 | 1.000 | 0.723 | 0.482 | 0.447 | 0.551 | 0.609 | 0.632 | 0.478 | 0.386 | 0.479 | 0.705 |
| 3월 | 0.594 | 0.723 | 1.000 | 0.633 | 0.488 | 0.569 | 0.576 | 0.635 | 0.481 | 0.436 | 0.526 | 0.576 |
| 4월 | 0.474 | 0.482 | 0.633 | 1.000 | 0.788 | 0.697 | 0.630 | 0.670 | 0.530 | 0.425 | 0.522 | 0.487 |
| 5월 | 0.468 | 0.447 | 0.488 | 0.788 | 1.000 | 0.802 | 0.609 | 0.641 | 0.510 | 0.418 | 0.490 | 0.496 |
| 6월 | 0.576 | 0.551 | 0.569 | 0.697 | 0.802 | 1.000 | 0.845 | 0.793 | 0.591 | 0.509 | 0.600 | 0.594 |
| 7월 | 0.656 | 0.609 | 0.576 | 0.630 | 0.609 | 0.845 | 1.000 | 0.895 | 0.649 | 0.565 | 0.648 | 0.659 |
| 8월 | 0.689 | 0.632 | 0.635 | 0.670 | 0.641 | 0.793 | 0.895 | 1.000 | 0.773 | 0.667 | 0.739 | 0.729 |
| 9월 | 0.567 | 0.478 | 0.481 | 0.530 | 0.510 | 0.591 | 0.649 | 0.773 | 1.000 | 0.850 | 0.766 | 0.666 |
| 10월 | 0.491 | 0.386 | 0.436 | 0.425 | 0.418 | 0.509 | 0.565 | 0.667 | 0.850 | 1.000 | 0.831 | 0.598 |
| 11월 | 0.555 | 0.479 | 0.526 | 0.522 | 0.490 | 0.600 | 0.648 | 0.739 | 0.766 | 0.831 | 1.000 | 0.736 |
| 12월 | 0.792 | 0.705 | 0.576 | 0.487 | 0.496 | 0.594 | 0.659 | 0.729 | 0.666 | 0.598 | 0.736 | 1.000 |
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
| 연도 | 발전기명 | 1월 | 2월 | 3월 | 4월 | 5월 | 6월 | 7월 | 8월 | 9월 | 10월 | 11월 | 12월 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 2020 | Re당진#3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 740 |
| 1 | 2020 | Re당진#3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 744 |
| 2 | 2020 | Re당진#3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 744 |
| 3 | 2020 | Re당진#3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 744 |
| 4 | 2020 | Re당진#3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 740 |
| 5 | 2020 | Re당진#3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 740 |
| 6 | 2020 | Re당진#3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 740 |
| 7 | 2020 | Re당진#3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 740 |
| 8 | 2020 | Re당진#3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 740 |
| 9 | 2020 | Re당진#3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 725 |
| 연도 | 발전기명 | 1월 | 2월 | 3월 | 4월 | 5월 | 6월 | 7월 | 8월 | 9월 | 10월 | 11월 | 12월 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 4302 | 2020 | 호남#2 | 744 | 696 | 432 | 720 | 744 | 720 | 744 | 744 | 720 | 744 | 720 | 744 |
| 4303 | 2020 | 호남#2 | 744 | 696 | 432 | 720 | 744 | 720 | 744 | 744 | 720 | 744 | 720 | 744 |
| 4304 | 2020 | 호남#2 | 744 | 696 | 432 | 720 | 744 | 720 | 744 | 744 | 720 | 744 | 720 | 744 |
| 4305 | 2020 | 호남#2 | 744 | 696 | 432 | 720 | 744 | 720 | 744 | 744 | 720 | 744 | 720 | 744 |
| 4306 | 2020 | 호남#2 | 744 | 696 | 432 | 720 | 744 | 720 | 744 | 744 | 720 | 744 | 720 | 744 |
| 4307 | 2020 | 호남#2 | 744 | 696 | 432 | 720 | 744 | 720 | 744 | 744 | 720 | 744 | 720 | 744 |
| 4308 | 2020 | 호남#2 | 744 | 696 | 432 | 720 | 744 | 720 | 744 | 744 | 720 | 744 | 720 | 744 |
| 4309 | 2020 | 호남#2 | 744 | 696 | 432 | 720 | 744 | 720 | 744 | 744 | 720 | 744 | 720 | 744 |
| 4310 | 2020 | 호남#2 | 744 | 696 | 432 | 720 | 744 | 720 | 744 | 744 | 720 | 744 | 720 | 744 |
| 4311 | 2020 | 호남#2 | 744 | 696 | 432 | 720 | 744 | 720 | 744 | 744 | 720 | 744 | 720 | 744 |
Most frequently occurring
| 연도 | 발전기명 | 1월 | 2월 | 3월 | 4월 | 5월 | 6월 | 7월 | 8월 | 9월 | 10월 | 11월 | 12월 | # duplicates | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 454 | 2020 | 호남#2 | 744 | 696 | 432 | 720 | 744 | 720 | 744 | 744 | 720 | 744 | 720 | 744 | 83 |
| 440 | 2020 | 호남#1 | 744 | 456 | 456 | 720 | 744 | 720 | 744 | 744 | 720 | 744 | 720 | 744 | 63 |
| 195 | 2020 | 당진#9 | 744 | 696 | 744 | 24 | 0 | 211 | 744 | 744 | 720 | 744 | 720 | 744 | 47 |
| 265 | 2020 | 신재생-동서-소수력 | 744 | 696 | 744 | 720 | 744 | 720 | 744 | 744 | 720 | 744 | 720 | 744 | 44 |
| 266 | 2020 | 신재생-동서-연료전지 | 744 | 696 | 744 | 720 | 744 | 720 | 744 | 744 | 720 | 744 | 720 | 744 | 44 |
| 268 | 2020 | 신재생-동서-풍력 | 744 | 696 | 744 | 720 | 744 | 720 | 744 | 744 | 720 | 744 | 720 | 744 | 44 |
| 264 | 2020 | 신재생-동서-기타 | 0 | 0 | 0 | 624 | 744 | 720 | 744 | 744 | 720 | 744 | 720 | 744 | 37 |
| 422 | 2020 | 일산복합2CC | 0 | 0 | 324 | 102 | 127 | 140 | 96 | 120 | 96 | 96 | 120 | 96 | 37 |
| 269 | 2020 | 신재생-태양광1 | 403 | 377 | 403 | 390 | 403 | 390 | 403 | 403 | 390 | 403 | 390 | 403 | 35 |
| 270 | 2020 | 신재생-태양광4 | 403 | 377 | 403 | 390 | 403 | 390 | 403 | 403 | 390 | 403 | 390 | 403 | 35 |