Dataset statistics
| Number of variables | 13 |
|---|---|
| Number of observations | 25 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 3.0 KiB |
| Average record size in memory | 121.3 B |
Variable types
| Text | 1 |
|---|---|
| Numeric | 12 |
Dataset
| Description | 월별 제조업 중분류별(음식료품,담배,섬유제퓸,봉제의복,가죽 목재 등)항목값의 데이터에 대한 전력 사용량에 대한 정보를 제공합니다. |
|---|---|
| Author | 인천광역시 |
| URL | https://www.data.go.kr/data/15064954/fileData.do |
2023-01-01 is highly overall correlated with 2023-02-01 and 10 other fields | High correlation |
2023-02-01 is highly overall correlated with 2023-01-01 and 10 other fields | High correlation |
2023-03-01 is highly overall correlated with 2023-01-01 and 10 other fields | High correlation |
2023-04-01 is highly overall correlated with 2023-01-01 and 10 other fields | High correlation |
2023-05-01 is highly overall correlated with 2023-01-01 and 10 other fields | High correlation |
2023-06-01 is highly overall correlated with 2023-01-01 and 10 other fields | High correlation |
2023-07-01 is highly overall correlated with 2023-01-01 and 10 other fields | High correlation |
2023-08-01 is highly overall correlated with 2023-01-01 and 10 other fields | High correlation |
2023-09-01 is highly overall correlated with 2023-01-01 and 10 other fields | High correlation |
2023-10-01 is highly overall correlated with 2023-01-01 and 10 other fields | High correlation |
2023-11-01 is highly overall correlated with 2023-01-01 and 10 other fields | High correlation |
2023-12-01 is highly overall correlated with 2023-01-01 and 10 other fields | High correlation |
제조업 중분류별 전력사용량(MWh) has unique values | Unique |
2023-01-01 has unique values | Unique |
2023-02-01 has unique values | Unique |
2023-03-01 has unique values | Unique |
2023-04-01 has unique values | Unique |
2023-05-01 has unique values | Unique |
2023-06-01 has unique values | Unique |
2023-07-01 has unique values | Unique |
2023-08-01 has unique values | Unique |
2023-09-01 has unique values | Unique |
2023-10-01 has unique values | Unique |
2023-11-01 has unique values | Unique |
2023-12-01 has unique values | Unique |
2023-04-01 has 1 (4.0%) zeros | Zeros |
2023-05-01 has 1 (4.0%) zeros | Zeros |
2023-06-01 has 1 (4.0%) zeros | Zeros |
2023-07-01 has 1 (4.0%) zeros | Zeros |
2023-08-01 has 1 (4.0%) zeros | Zeros |
2023-09-01 has 1 (4.0%) zeros | Zeros |
2023-10-01 has 1 (4.0%) zeros | Zeros |
2023-11-01 has 1 (4.0%) zeros | Zeros |
Reproduction
| Analysis started | 2024-04-06 08:36:20.332487 |
|---|---|
| Analysis finished | 2024-04-06 08:36:57.970769 |
| Duration | 37.64 seconds |
| Software version | ydata-profiling vv4.5.1 |
| Download configuration | config.json |
UNIQUE
| Distinct | 25 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 332.0 B |
Length
| Max length | 7 |
|---|---|
| Median length | 5 |
| Mean length | 5.04 |
| Min length | 4 |
Characters and Unicode
| Total characters | 126 |
|---|---|
| Distinct characters | 61 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 3 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 25 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | 식 료 품 |
|---|---|
| 2nd row | 음 료 |
| 3rd row | 담 배 |
| 4th row | 섬유제품 |
| 5th row | 의복·모피 |
| Value | Count | Frequency (%) |
| 료 | 2 | 5.4% |
| 식 | 1 | 2.7% |
| 1차 | 1 | 2.7% |
| 금속 | 1 | 2.7% |
| 금속가공 | 1 | 2.7% |
| 전자·통신 | 1 | 2.7% |
| 의료·광학 | 1 | 2.7% |
| 전기장비 | 1 | 2.7% |
| 기타기계 | 1 | 2.7% |
| 자 | 1 | 2.7% |
| Other values (26) | 26 |
Most occurring characters
| Value | Count | Frequency (%) |
| 28 | ||
| · | 9 | 7.1% |
| 기 | 6 | 4.8% |
| 료 | 4 | 3.2% |
| 의 | 4 | 3.2% |
| 가 | 4 | 3.2% |
| 타 | 3 | 2.4% |
| 품 | 3 | 2.4% |
| 금 | 3 | 2.4% |
| 속 | 3 | 2.4% |
| Other values (51) | 59 |
Most occurring categories
| Value | Count | Frequency (%) |
| Other Letter | 88 | |
| Space Separator | 28 | 22.2% |
| Other Punctuation | 9 | 7.1% |
| Decimal Number | 1 | 0.8% |
Most frequent character per category
Other Letter
| Value | Count | Frequency (%) |
| 기 | 6 | 6.8% |
| 료 | 4 | 4.5% |
| 의 | 4 | 4.5% |
| 가 | 4 | 4.5% |
| 타 | 3 | 3.4% |
| 품 | 3 | 3.4% |
| 금 | 3 | 3.4% |
| 속 | 3 | 3.4% |
| 비 | 2 | 2.3% |
| 차 | 2 | 2.3% |
| Other values (48) | 54 |
Space Separator
| Value | Count | Frequency (%) |
| 28 |
Other Punctuation
| Value | Count | Frequency (%) |
| · | 9 |
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 1 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Hangul | 88 | |
| Common | 38 |
Most frequent character per script
Hangul
| Value | Count | Frequency (%) |
| 기 | 6 | 6.8% |
| 료 | 4 | 4.5% |
| 의 | 4 | 4.5% |
| 가 | 4 | 4.5% |
| 타 | 3 | 3.4% |
| 품 | 3 | 3.4% |
| 금 | 3 | 3.4% |
| 속 | 3 | 3.4% |
| 비 | 2 | 2.3% |
| 차 | 2 | 2.3% |
| Other values (48) | 54 |
Common
| Value | Count | Frequency (%) |
| 28 | ||
| · | 9 | 23.7% |
| 1 | 1 | 2.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| Hangul | 88 | |
| ASCII | 29 | 23.0% |
| None | 9 | 7.1% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 28 | ||
| 1 | 1 | 3.4% |
None
| Value | Count | Frequency (%) |
| · | 9 |
Hangul
| Value | Count | Frequency (%) |
| 기 | 6 | 6.8% |
| 료 | 4 | 4.5% |
| 의 | 4 | 4.5% |
| 가 | 4 | 4.5% |
| 타 | 3 | 3.4% |
| 품 | 3 | 3.4% |
| 금 | 3 | 3.4% |
| 속 | 3 | 3.4% |
| 비 | 2 | 2.3% |
| 차 | 2 | 2.3% |
| Other values (48) | 54 |
2023-01-01
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 25 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 40016.68 |
| Minimum | 1 |
|---|---|
| Maximum | 162209 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 357.0 B |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 497.4 |
| Q1 | 5062 |
| median | 24787 |
| Q3 | 55386 |
| 95-th percentile | 150778.2 |
| Maximum | 162209 |
| Range | 162208 |
| Interquartile range (IQR) | 50324 |
Descriptive statistics
| Standard deviation | 47085.97 |
|---|---|
| Coefficient of variation (CV) | 1.1766586 |
| Kurtosis | 1.8553043 |
| Mean | 40016.68 |
| Median Absolute Deviation (MAD) | 21348 |
| Skewness | 1.5580594 |
| Sum | 1000417 |
| Variance | 2.2170885 × 109 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=25)
| Value | Count | Frequency (%) |
| 55386 | 1 | 4.0% |
| 1184 | 1 | 4.0% |
| 449 | 1 | 4.0% |
| 34381 | 1 | 4.0% |
| 11456 | 1 | 4.0% |
| 5164 | 1 | 4.0% |
| 45925 | 1 | 4.0% |
| 85319 | 1 | 4.0% |
| 18670 | 1 | 4.0% |
| 162209 | 1 | 4.0% |
| Other values (15) | 15 |
| Value | Count | Frequency (%) |
| 1 | 1 | |
| 449 | 1 | |
| 691 | 1 | |
| 1184 | 1 | |
| 1340 | 1 | |
| 4205 | 1 | |
| 5062 | 1 | |
| 5164 | 1 | |
| 7980 | 1 | |
| 11456 | 1 |
| Value | Count | Frequency (%) |
| 162209 | 1 | |
| 159177 | 1 | |
| 117183 | 1 | |
| 85319 | 1 | |
| 70840 | 1 | |
| 56189 | 1 | |
| 55386 | 1 | |
| 46135 | 1 | |
| 45925 | 1 | |
| 34616 | 1 |
2023-02-01
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 25 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 38654.32 |
| Minimum | 1 |
|---|---|
| Maximum | 170894 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 357.0 B |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 451.4 |
| Q1 | 4507 |
| median | 23422 |
| Q3 | 51473 |
| 95-th percentile | 150508.6 |
| Maximum | 170894 |
| Range | 170893 |
| Interquartile range (IQR) | 46966 |
Descriptive statistics
| Standard deviation | 47233.327 |
|---|---|
| Coefficient of variation (CV) | 1.2219417 |
| Kurtosis | 2.7636346 |
| Mean | 38654.32 |
| Median Absolute Deviation (MAD) | 20012 |
| Skewness | 1.7637725 |
| Sum | 966358 |
| Variance | 2.2309872 × 109 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=25)
| Value | Count | Frequency (%) |
| 51473 | 1 | 4.0% |
| 1135 | 1 | 4.0% |
| 402 | 1 | 4.0% |
| 32766 | 1 | 4.0% |
| 10713 | 1 | 4.0% |
| 4507 | 1 | 4.0% |
| 43434 | 1 | 4.0% |
| 79563 | 1 | 4.0% |
| 20817 | 1 | 4.0% |
| 170894 | 1 | 4.0% |
| Other values (15) | 15 |
| Value | Count | Frequency (%) |
| 1 | 1 | |
| 402 | 1 | |
| 649 | 1 | |
| 1135 | 1 | |
| 1261 | 1 | |
| 3935 | 1 | |
| 4507 | 1 | |
| 4810 | 1 | |
| 7568 | 1 | |
| 10713 | 1 |
| Value | Count | Frequency (%) |
| 170894 | 1 | |
| 161502 | 1 | |
| 106535 | 1 | |
| 79563 | 1 | |
| 64483 | 1 | |
| 53018 | 1 | |
| 51473 | 1 | |
| 43434 | 1 | |
| 41868 | 1 | |
| 32766 | 1 |
2023-03-01
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 25 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 37742.56 |
| Minimum | 1 |
|---|---|
| Maximum | 167055 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 357.0 B |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 386 |
| Q1 | 4080 |
| median | 21460 |
| Q3 | 48179 |
| 95-th percentile | 148196.2 |
| Maximum | 167055 |
| Range | 167054 |
| Interquartile range (IQR) | 44099 |
Descriptive statistics
| Standard deviation | 46704.28 |
|---|---|
| Coefficient of variation (CV) | 1.2374434 |
| Kurtosis | 2.5881131 |
| Mean | 37742.56 |
| Median Absolute Deviation (MAD) | 20410 |
| Skewness | 1.7352781 |
| Sum | 943564 |
| Variance | 2.1812898 × 109 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=25)
| Value | Count | Frequency (%) |
| 50023 | 1 | 4.0% |
| 1050 | 1 | 4.0% |
| 363 | 1 | 4.0% |
| 30047 | 1 | 4.0% |
| 9737 | 1 | 4.0% |
| 4468 | 1 | 4.0% |
| 41612 | 1 | 4.0% |
| 70455 | 1 | 4.0% |
| 15562 | 1 | 4.0% |
| 167055 | 1 | 4.0% |
| Other values (15) | 15 |
| Value | Count | Frequency (%) |
| 1 | 1 | |
| 363 | 1 | |
| 478 | 1 | |
| 968 | 1 | |
| 1050 | 1 | |
| 3133 | 1 | |
| 4080 | 1 | |
| 4468 | 1 | |
| 7272 | 1 | |
| 9737 | 1 |
| Value | Count | Frequency (%) |
| 167055 | 1 | |
| 158282 | 1 | |
| 107853 | 1 | |
| 75832 | 1 | |
| 70455 | 1 | |
| 50023 | 1 | |
| 48179 | 1 | |
| 42405 | 1 | |
| 41612 | 1 | |
| 36605 | 1 |
2023-04-01
Real number (ℝ)
HIGH CORRELATION UNIQUE ZEROS
| Distinct | 25 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 37453.64 |
| Minimum | 0 |
|---|---|
| Maximum | 173013 |
| Zeros | 1 |
| Zeros (%) | 4.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 357.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 332 |
| Q1 | 3821 |
| median | 20894 |
| Q3 | 45121 |
| 95-th percentile | 155161.8 |
| Maximum | 173013 |
| Range | 173013 |
| Interquartile range (IQR) | 41300 |
Descriptive statistics
| Standard deviation | 48321.588 |
|---|---|
| Coefficient of variation (CV) | 1.2901707 |
| Kurtosis | 3.1048892 |
| Mean | 37453.64 |
| Median Absolute Deviation (MAD) | 19546 |
| Skewness | 1.8629526 |
| Sum | 936341 |
| Variance | 2.3349758 × 109 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=25)
| Value | Count | Frequency (%) |
| 51399 | 1 | 4.0% |
| 1223 | 1 | 4.0% |
| 305 | 1 | 4.0% |
| 27415 | 1 | 4.0% |
| 8764 | 1 | 4.0% |
| 4261 | 1 | 4.0% |
| 39687 | 1 | 4.0% |
| 66855 | 1 | 4.0% |
| 11820 | 1 | 4.0% |
| 173013 | 1 | 4.0% |
| Other values (15) | 15 |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 305 | 1 | |
| 440 | 1 | |
| 842 | 1 | |
| 1223 | 1 | |
| 2772 | 1 | |
| 3821 | 1 | |
| 4261 | 1 | |
| 6884 | 1 | |
| 8764 | 1 |
| Value | Count | Frequency (%) |
| 173013 | 1 | |
| 167576 | 1 | |
| 105505 | 1 | |
| 75351 | 1 | |
| 66855 | 1 | |
| 51399 | 1 | |
| 45121 | 1 | |
| 40440 | 1 | |
| 39687 | 1 | |
| 36572 | 1 |
2023-05-01
Real number (ℝ)
HIGH CORRELATION UNIQUE ZEROS
| Distinct | 25 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 37547.16 |
| Minimum | 0 |
|---|---|
| Maximum | 174942 |
| Zeros | 1 |
| Zeros (%) | 4.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 357.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 307.8 |
| Q1 | 3418 |
| median | 19648 |
| Q3 | 43127 |
| 95-th percentile | 156128 |
| Maximum | 174942 |
| Range | 174942 |
| Interquartile range (IQR) | 39709 |
Descriptive statistics
| Standard deviation | 48944.258 |
|---|---|
| Coefficient of variation (CV) | 1.3035409 |
| Kurtosis | 3.0274155 |
| Mean | 37547.16 |
| Median Absolute Deviation (MAD) | 18911 |
| Skewness | 1.8573319 |
| Sum | 938679 |
| Variance | 2.3955403 × 109 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=25)
| Value | Count | Frequency (%) |
| 52787 | 1 | 4.0% |
| 1244 | 1 | 4.0% |
| 288 | 1 | 4.0% |
| 26111 | 1 | 4.0% |
| 7715 | 1 | 4.0% |
| 4189 | 1 | 4.0% |
| 38722 | 1 | 4.0% |
| 63218 | 1 | 4.0% |
| 12660 | 1 | 4.0% |
| 174942 | 1 | 4.0% |
| Other values (15) | 15 |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 288 | 1 | |
| 387 | 1 | |
| 737 | 1 | |
| 1244 | 1 | |
| 2409 | 1 | |
| 3418 | 1 | |
| 4189 | 1 | |
| 6977 | 1 | |
| 7715 | 1 |
| Value | Count | Frequency (%) |
| 174942 | 1 | |
| 167893 | 1 | |
| 109068 | 1 | |
| 79767 | 1 | |
| 63218 | 1 | |
| 52787 | 1 | |
| 43127 | 1 | |
| 40779 | 1 | |
| 38722 | 1 | |
| 38442 | 1 |
2023-06-01
Real number (ℝ)
HIGH CORRELATION UNIQUE ZEROS
| Distinct | 25 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 36446.08 |
| Minimum | 0 |
|---|---|
| Maximum | 161306 |
| Zeros | 1 |
| Zeros (%) | 4.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 357.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 288 |
| Q1 | 3628 |
| median | 20796 |
| Q3 | 44852 |
| 95-th percentile | 129212.6 |
| Maximum | 161306 |
| Range | 161306 |
| Interquartile range (IQR) | 41224 |
Descriptive statistics
| Standard deviation | 44165.874 |
|---|---|
| Coefficient of variation (CV) | 1.2118141 |
| Kurtosis | 2.0063424 |
| Mean | 36446.08 |
| Median Absolute Deviation (MAD) | 20056 |
| Skewness | 1.5913089 |
| Sum | 911152 |
| Variance | 1.9506244 × 109 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=25)
| Value | Count | Frequency (%) |
| 56066 | 1 | 4.0% |
| 1414 | 1 | 4.0% |
| 266 | 1 | 4.0% |
| 28699 | 1 | 4.0% |
| 7769 | 1 | 4.0% |
| 4255 | 1 | 4.0% |
| 40911 | 1 | 4.0% |
| 66111 | 1 | 4.0% |
| 14687 | 1 | 4.0% |
| 132614 | 1 | 4.0% |
| Other values (15) | 15 |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 266 | 1 | |
| 376 | 1 | |
| 740 | 1 | |
| 1414 | 1 | |
| 2499 | 1 | |
| 3628 | 1 | |
| 4255 | 1 | |
| 7218 | 1 | |
| 7769 | 1 |
| Value | Count | Frequency (%) |
| 161306 | 1 | |
| 132614 | 1 | |
| 115607 | 1 | |
| 77742 | 1 | |
| 66111 | 1 | |
| 56066 | 1 | |
| 44852 | 1 | |
| 43338 | 1 | |
| 40911 | 1 | |
| 34133 | 1 |
2023-07-01
Real number (ℝ)
HIGH CORRELATION UNIQUE ZEROS
| Distinct | 25 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 38691.4 |
| Minimum | 0 |
|---|---|
| Maximum | 160826 |
| Zeros | 1 |
| Zeros (%) | 4.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 357.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 339.6 |
| Q1 | 3828 |
| median | 21679 |
| Q3 | 49041 |
| 95-th percentile | 148239 |
| Maximum | 160826 |
| Range | 160826 |
| Interquartile range (IQR) | 45213 |
Descriptive statistics
| Standard deviation | 47152.072 |
|---|---|
| Coefficient of variation (CV) | 1.2186706 |
| Kurtosis | 1.754523 |
| Mean | 38691.4 |
| Median Absolute Deviation (MAD) | 20420 |
| Skewness | 1.5670752 |
| Sum | 967285 |
| Variance | 2.2233179 × 109 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=25)
| Value | Count | Frequency (%) |
| 59342 | 1 | 4.0% |
| 1522 | 1 | 4.0% |
| 317 | 1 | 4.0% |
| 29805 | 1 | 4.0% |
| 8022 | 1 | 4.0% |
| 4569 | 1 | 4.0% |
| 42099 | 1 | 4.0% |
| 69767 | 1 | 4.0% |
| 14624 | 1 | 4.0% |
| 153878 | 1 | 4.0% |
| Other values (15) | 15 |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 317 | 1 | |
| 430 | 1 | |
| 871 | 1 | |
| 1522 | 1 | |
| 2683 | 1 | |
| 3828 | 1 | |
| 4569 | 1 | |
| 7915 | 1 | |
| 8022 | 1 |
| Value | Count | Frequency (%) |
| 160826 | 1 | |
| 153878 | 1 | |
| 125683 | 1 | |
| 80314 | 1 | |
| 69767 | 1 | |
| 59342 | 1 | |
| 49041 | 1 | |
| 46066 | 1 | |
| 42099 | 1 | |
| 36129 | 1 |
2023-08-01
Real number (ℝ)
HIGH CORRELATION UNIQUE ZEROS
| Distinct | 25 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 38920.88 |
| Minimum | 0 |
|---|---|
| Maximum | 171923 |
| Zeros | 1 |
| Zeros (%) | 4.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 357.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 354.2 |
| Q1 | 4042 |
| median | 20792 |
| Q3 | 49990 |
| 95-th percentile | 143986.6 |
| Maximum | 171923 |
| Range | 171923 |
| Interquartile range (IQR) | 45948 |
Descriptive statistics
| Standard deviation | 48100.473 |
|---|---|
| Coefficient of variation (CV) | 1.2358526 |
| Kurtosis | 1.9914651 |
| Mean | 38920.88 |
| Median Absolute Deviation (MAD) | 19199 |
| Skewness | 1.6189514 |
| Sum | 973022 |
| Variance | 2.3136555 × 109 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=25)
| Value | Count | Frequency (%) |
| 61637 | 1 | 4.0% |
| 1593 | 1 | 4.0% |
| 334 | 1 | 4.0% |
| 29857 | 1 | 4.0% |
| 7827 | 1 | 4.0% |
| 4568 | 1 | 4.0% |
| 38845 | 1 | 4.0% |
| 69156 | 1 | 4.0% |
| 13999 | 1 | 4.0% |
| 171923 | 1 | 4.0% |
| Other values (15) | 15 |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 334 | 1 | |
| 435 | 1 | |
| 1006 | 1 | |
| 1593 | 1 | |
| 2740 | 1 | |
| 4042 | 1 | |
| 4568 | 1 | |
| 7827 | 1 | |
| 7978 | 1 |
| Value | Count | Frequency (%) |
| 171923 | 1 | |
| 147781 | 1 | |
| 128809 | 1 | |
| 80618 | 1 | |
| 69156 | 1 | |
| 61637 | 1 | |
| 49990 | 1 | |
| 45759 | 1 | |
| 38845 | 1 | |
| 36584 | 1 |
2023-09-01
Real number (ℝ)
HIGH CORRELATION UNIQUE ZEROS
| Distinct | 25 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 38049.64 |
| Minimum | 0 |
|---|---|
| Maximum | 160332 |
| Zeros | 1 |
| Zeros (%) | 4.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 357.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 338.4 |
| Q1 | 4063 |
| median | 21783 |
| Q3 | 46081 |
| 95-th percentile | 141093.6 |
| Maximum | 160332 |
| Range | 160332 |
| Interquartile range (IQR) | 42018 |
Descriptive statistics
| Standard deviation | 46139.793 |
|---|---|
| Coefficient of variation (CV) | 1.212621 |
| Kurtosis | 1.7189878 |
| Mean | 38049.64 |
| Median Absolute Deviation (MAD) | 20135 |
| Skewness | 1.5595804 |
| Sum | 951241 |
| Variance | 2.1288805 × 109 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=25)
| Value | Count | Frequency (%) |
| 58702 | 1 | 4.0% |
| 1648 | 1 | 4.0% |
| 304 | 1 | 4.0% |
| 28974 | 1 | 4.0% |
| 8309 | 1 | 4.0% |
| 4550 | 1 | 4.0% |
| 39321 | 1 | 4.0% |
| 71088 | 1 | 4.0% |
| 15000 | 1 | 4.0% |
| 160332 | 1 | 4.0% |
| Other values (15) | 15 |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 304 | 1 | |
| 476 | 1 | |
| 979 | 1 | |
| 1648 | 1 | |
| 2757 | 1 | |
| 4063 | 1 | |
| 4550 | 1 | |
| 7837 | 1 | |
| 8309 | 1 |
| Value | Count | Frequency (%) |
| 160332 | 1 | |
| 144680 | 1 | |
| 126748 | 1 | |
| 77631 | 1 | |
| 71088 | 1 | |
| 58702 | 1 | |
| 46081 | 1 | |
| 44905 | 1 | |
| 39321 | 1 | |
| 37159 | 1 |
2023-10-01
Real number (ℝ)
HIGH CORRELATION UNIQUE ZEROS
| Distinct | 25 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 34181.2 |
| Minimum | 0 |
|---|---|
| Maximum | 145295 |
| Zeros | 1 |
| Zeros (%) | 4.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 357.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 276.6 |
| Q1 | 3325 |
| median | 17711 |
| Q3 | 40853 |
| 95-th percentile | 124313 |
| Maximum | 145295 |
| Range | 145295 |
| Interquartile range (IQR) | 37528 |
Descriptive statistics
| Standard deviation | 41796.005 |
|---|---|
| Coefficient of variation (CV) | 1.2227776 |
| Kurtosis | 1.5469073 |
| Mean | 34181.2 |
| Median Absolute Deviation (MAD) | 17384 |
| Skewness | 1.5225319 |
| Sum | 854530 |
| Variance | 1.746906 × 109 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=25)
| Value | Count | Frequency (%) |
| 54913 | 1 | 4.0% |
| 1408 | 1 | 4.0% |
| 264 | 1 | 4.0% |
| 24324 | 1 | 4.0% |
| 7248 | 1 | 4.0% |
| 4146 | 1 | 4.0% |
| 37032 | 1 | 4.0% |
| 58086 | 1 | 4.0% |
| 10886 | 1 | 4.0% |
| 126899 | 1 | 4.0% |
| Other values (15) | 15 |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 264 | 1 | |
| 327 | 1 | |
| 699 | 1 | |
| 1408 | 1 | |
| 1891 | 1 | |
| 3325 | 1 | |
| 4146 | 1 | |
| 6589 | 1 | |
| 7248 | 1 |
| Value | Count | Frequency (%) |
| 145295 | 1 | |
| 126899 | 1 | |
| 113969 | 1 | |
| 80740 | 1 | |
| 58086 | 1 | |
| 54913 | 1 | |
| 40853 | 1 | |
| 39603 | 1 | |
| 37032 | 1 | |
| 36110 | 1 |
2023-11-01
Real number (ℝ)
HIGH CORRELATION UNIQUE ZEROS
| Distinct | 25 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 36624.84 |
| Minimum | 0 |
|---|---|
| Maximum | 156488 |
| Zeros | 1 |
| Zeros (%) | 4.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 357.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 366.2 |
| Q1 | 4063 |
| median | 21996 |
| Q3 | 47990 |
| 95-th percentile | 125680.4 |
| Maximum | 156488 |
| Range | 156488 |
| Interquartile range (IQR) | 43927 |
Descriptive statistics
| Standard deviation | 43319.963 |
|---|---|
| Coefficient of variation (CV) | 1.1828028 |
| Kurtosis | 1.7167596 |
| Mean | 36624.84 |
| Median Absolute Deviation (MAD) | 19761 |
| Skewness | 1.5196332 |
| Sum | 915621 |
| Variance | 1.8766192 × 109 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=25)
| Value | Count | Frequency (%) |
| 54662 | 1 | 4.0% |
| 1343 | 1 | 4.0% |
| 343 | 1 | 4.0% |
| 28467 | 1 | 4.0% |
| 8765 | 1 | 4.0% |
| 4586 | 1 | 4.0% |
| 41757 | 1 | 4.0% |
| 68116 | 1 | 4.0% |
| 15874 | 1 | 4.0% |
| 127406 | 1 | 4.0% |
| Other values (15) | 15 |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 343 | 1 | |
| 459 | 1 | |
| 834 | 1 | |
| 1343 | 1 | |
| 2520 | 1 | |
| 4063 | 1 | |
| 4586 | 1 | |
| 7469 | 1 | |
| 8765 | 1 |
| Value | Count | Frequency (%) |
| 156488 | 1 | |
| 127406 | 1 | |
| 118778 | 1 | |
| 78207 | 1 | |
| 68116 | 1 | |
| 54662 | 1 | |
| 47990 | 1 | |
| 41757 | 1 | |
| 38140 | 1 | |
| 37637 | 1 |
2023-12-01
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 25 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 37552.84 |
| Minimum | 1 |
|---|---|
| Maximum | 148750 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 357.0 B |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 430.8 |
| Q1 | 4515 |
| median | 22419 |
| Q3 | 51012 |
| 95-th percentile | 130162.4 |
| Maximum | 148750 |
| Range | 148749 |
| Interquartile range (IQR) | 46497 |
Descriptive statistics
| Standard deviation | 43394.625 |
|---|---|
| Coefficient of variation (CV) | 1.1555617 |
| Kurtosis | 1.1637881 |
| Mean | 37552.84 |
| Median Absolute Deviation (MAD) | 21221 |
| Skewness | 1.3966586 |
| Sum | 938821 |
| Variance | 1.8830934 × 109 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=25)
| Value | Count | Frequency (%) |
| 53941 | 1 | 4.0% |
| 1198 | 1 | 4.0% |
| 396 | 1 | 4.0% |
| 29851 | 1 | 4.0% |
| 9742 | 1 | 4.0% |
| 5017 | 1 | 4.0% |
| 43908 | 1 | 4.0% |
| 74639 | 1 | 4.0% |
| 14122 | 1 | 4.0% |
| 132407 | 1 | 4.0% |
| Other values (15) | 15 |
| Value | Count | Frequency (%) |
| 1 | 1 | |
| 396 | 1 | |
| 570 | 1 | |
| 1075 | 1 | |
| 1198 | 1 | |
| 3082 | 1 | |
| 4515 | 1 | |
| 5017 | 1 | |
| 7753 | 1 | |
| 9742 | 1 |
| Value | Count | Frequency (%) |
| 148750 | 1 | |
| 132407 | 1 | |
| 121184 | 1 | |
| 81368 | 1 | |
| 74639 | 1 | |
| 53941 | 1 | |
| 51012 | 1 | |
| 43908 | 1 | |
| 39876 | 1 | |
| 38295 | 1 |
| 제조업 중분류별 전력사용량(MWh) | 2023-01-01 | 2023-02-01 | 2023-03-01 | 2023-04-01 | 2023-05-01 | 2023-06-01 | 2023-07-01 | 2023-08-01 | 2023-09-01 | 2023-10-01 | 2023-11-01 | 2023-12-01 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 제조업 중분류별 전력사용량(MWh) | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 |
| 2023-01-01 | 1.000 | 1.000 | 0.950 | 0.954 | 0.956 | 0.932 | 0.969 | 0.906 | 0.964 | 0.926 | 0.976 | 0.992 | 0.944 |
| 2023-02-01 | 1.000 | 0.950 | 1.000 | 0.907 | 0.988 | 0.979 | 0.882 | 0.975 | 0.900 | 0.973 | 0.882 | 0.917 | 0.945 |
| 2023-03-01 | 1.000 | 0.954 | 0.907 | 1.000 | 0.974 | 0.953 | 1.000 | 1.000 | 0.988 | 1.000 | 0.985 | 0.967 | 0.908 |
| 2023-04-01 | 1.000 | 0.956 | 0.988 | 0.974 | 1.000 | 0.998 | 0.934 | 0.990 | 0.951 | 0.990 | 0.956 | 0.901 | 0.949 |
| 2023-05-01 | 1.000 | 0.932 | 0.979 | 0.953 | 0.998 | 1.000 | 0.948 | 0.988 | 0.963 | 0.994 | 0.982 | 0.888 | 0.938 |
| 2023-06-01 | 1.000 | 0.969 | 0.882 | 1.000 | 0.934 | 0.948 | 1.000 | 0.969 | 1.000 | 1.000 | 0.998 | 0.994 | 0.939 |
| 2023-07-01 | 1.000 | 0.906 | 0.975 | 1.000 | 0.990 | 0.988 | 0.969 | 1.000 | 0.955 | 0.998 | 0.945 | 0.919 | 0.965 |
| 2023-08-01 | 1.000 | 0.964 | 0.900 | 0.988 | 0.951 | 0.963 | 1.000 | 0.955 | 1.000 | 0.982 | 0.995 | 0.991 | 0.921 |
| 2023-09-01 | 1.000 | 0.926 | 0.973 | 1.000 | 0.990 | 0.994 | 1.000 | 0.998 | 0.982 | 1.000 | 0.963 | 0.938 | 0.975 |
| 2023-10-01 | 1.000 | 0.976 | 0.882 | 0.985 | 0.956 | 0.982 | 0.998 | 0.945 | 0.995 | 0.963 | 1.000 | 0.986 | 0.908 |
| 2023-11-01 | 1.000 | 0.992 | 0.917 | 0.967 | 0.901 | 0.888 | 0.994 | 0.919 | 0.991 | 0.938 | 0.986 | 1.000 | 0.965 |
| 2023-12-01 | 1.000 | 0.944 | 0.945 | 0.908 | 0.949 | 0.938 | 0.939 | 0.965 | 0.921 | 0.975 | 0.908 | 0.965 | 1.000 |
| 2023-01-01 | 2023-02-01 | 2023-03-01 | 2023-04-01 | 2023-05-01 | 2023-06-01 | 2023-07-01 | 2023-08-01 | 2023-09-01 | 2023-10-01 | 2023-11-01 | 2023-12-01 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2023-01-01 | 1.000 | 0.998 | 0.997 | 0.996 | 0.993 | 0.992 | 0.989 | 0.989 | 0.993 | 0.989 | 0.993 | 0.995 |
| 2023-02-01 | 0.998 | 1.000 | 0.995 | 0.993 | 0.990 | 0.989 | 0.985 | 0.985 | 0.990 | 0.985 | 0.992 | 0.993 |
| 2023-03-01 | 0.997 | 0.995 | 1.000 | 0.999 | 0.996 | 0.995 | 0.993 | 0.993 | 0.996 | 0.993 | 0.996 | 0.998 |
| 2023-04-01 | 0.996 | 0.993 | 0.999 | 1.000 | 0.997 | 0.996 | 0.994 | 0.994 | 0.997 | 0.994 | 0.997 | 0.998 |
| 2023-05-01 | 0.993 | 0.990 | 0.996 | 0.997 | 1.000 | 0.999 | 0.998 | 0.998 | 1.000 | 0.998 | 0.998 | 0.997 |
| 2023-06-01 | 0.992 | 0.989 | 0.995 | 0.996 | 0.999 | 1.000 | 0.999 | 0.998 | 0.999 | 0.999 | 0.999 | 0.998 |
| 2023-07-01 | 0.989 | 0.985 | 0.993 | 0.994 | 0.998 | 0.999 | 1.000 | 0.998 | 0.998 | 1.000 | 0.998 | 0.995 |
| 2023-08-01 | 0.989 | 0.985 | 0.993 | 0.994 | 0.998 | 0.998 | 0.998 | 1.000 | 0.998 | 0.998 | 0.996 | 0.994 |
| 2023-09-01 | 0.993 | 0.990 | 0.996 | 0.997 | 1.000 | 0.999 | 0.998 | 0.998 | 1.000 | 0.998 | 0.998 | 0.997 |
| 2023-10-01 | 0.989 | 0.985 | 0.993 | 0.994 | 0.998 | 0.999 | 1.000 | 0.998 | 0.998 | 1.000 | 0.998 | 0.995 |
| 2023-11-01 | 0.993 | 0.992 | 0.996 | 0.997 | 0.998 | 0.999 | 0.998 | 0.996 | 0.998 | 0.998 | 1.000 | 0.999 |
| 2023-12-01 | 0.995 | 0.993 | 0.998 | 0.998 | 0.997 | 0.998 | 0.995 | 0.994 | 0.997 | 0.995 | 0.999 | 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.
| 제조업 중분류별 전력사용량(MWh) | 2023-01-01 | 2023-02-01 | 2023-03-01 | 2023-04-01 | 2023-05-01 | 2023-06-01 | 2023-07-01 | 2023-08-01 | 2023-09-01 | 2023-10-01 | 2023-11-01 | 2023-12-01 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 식 료 품 | 55386 | 51473 | 50023 | 51399 | 52787 | 56066 | 59342 | 61637 | 58702 | 54913 | 54662 | 53941 |
| 1 | 음 료 | 1184 | 1135 | 1050 | 1223 | 1244 | 1414 | 1522 | 1593 | 1648 | 1408 | 1343 | 1198 |
| 2 | 담 배 | 1 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 |
| 3 | 섬유제품 | 4205 | 3935 | 3133 | 2772 | 2409 | 2499 | 2683 | 2740 | 2757 | 1891 | 2520 | 3082 |
| 4 | 의복·모피 | 1340 | 1261 | 968 | 842 | 737 | 740 | 871 | 1006 | 979 | 699 | 834 | 1075 |
| 5 | 가죽·가방 | 691 | 649 | 478 | 440 | 387 | 376 | 430 | 435 | 476 | 327 | 459 | 570 |
| 6 | 목재·나무 | 46135 | 41868 | 42405 | 40440 | 38442 | 34133 | 36129 | 36584 | 37159 | 36110 | 37637 | 39876 |
| 7 | 펄프·종이 | 5062 | 4810 | 4080 | 3821 | 3418 | 3628 | 3828 | 4042 | 4063 | 3325 | 4063 | 4515 |
| 8 | 인쇄·매체 | 7980 | 7568 | 7272 | 6884 | 6977 | 7218 | 7915 | 7978 | 7837 | 6589 | 7469 | 7753 |
| 9 | 연탄·석유 | 70840 | 64483 | 75832 | 75351 | 79767 | 77742 | 80314 | 80618 | 77631 | 80740 | 78207 | 81368 |
| 제조업 중분류별 전력사용량(MWh) | 2023-01-01 | 2023-02-01 | 2023-03-01 | 2023-04-01 | 2023-05-01 | 2023-06-01 | 2023-07-01 | 2023-08-01 | 2023-09-01 | 2023-10-01 | 2023-11-01 | 2023-12-01 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 15 | 금속가공 | 56189 | 53018 | 48179 | 45121 | 43127 | 44852 | 46066 | 45759 | 46081 | 39603 | 47990 | 51012 |
| 16 | 전자·통신 | 117183 | 106535 | 107853 | 105505 | 109068 | 115607 | 125683 | 128809 | 126748 | 113969 | 118778 | 121184 |
| 17 | 의료·광학 | 162209 | 170894 | 167055 | 173013 | 174942 | 132614 | 153878 | 171923 | 160332 | 126899 | 127406 | 132407 |
| 18 | 전기장비 | 18670 | 20817 | 15562 | 11820 | 12660 | 14687 | 14624 | 13999 | 15000 | 10886 | 15874 | 14122 |
| 19 | 기타기계 | 85319 | 79563 | 70455 | 66855 | 63218 | 66111 | 69767 | 69156 | 71088 | 58086 | 68116 | 74639 |
| 20 | 자 동 차 | 45925 | 43434 | 41612 | 39687 | 38722 | 40911 | 42099 | 38845 | 39321 | 37032 | 41757 | 43908 |
| 21 | 기타운송 | 5164 | 4507 | 4468 | 4261 | 4189 | 4255 | 4569 | 4568 | 4550 | 4146 | 4586 | 5017 |
| 22 | 가 구 | 11456 | 10713 | 9737 | 8764 | 7715 | 7769 | 8022 | 7827 | 8309 | 7248 | 8765 | 9742 |
| 23 | 기타 제품 | 34381 | 32766 | 30047 | 27415 | 26111 | 28699 | 29805 | 29857 | 28974 | 24324 | 28467 | 29851 |
| 24 | 산업기계 | 449 | 402 | 363 | 305 | 288 | 266 | 317 | 334 | 304 | 264 | 343 | 396 |