Dataset statistics
| Number of variables | 16 |
|---|---|
| Number of observations | 26 |
| Missing cells | 4 |
| Missing cells (%) | 1.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 3.8 KiB |
| Average record size in memory | 149.1 B |
Variable types
| Numeric | 16 |
|---|
Dataset
| Description | 국내 석유제품의 제품별 소비량(휘발유, 등유, 경유, 경질중유, 벙커C, 납사, 용제, 항공유, LPG, 아스팔트, 윤활유, 부생연료유, 기타제품) 단위 : 물량(천Bbl) |
|---|---|
| URL | https://www.data.go.kr/data/15054604/fileData.do |
년 is highly overall correlated with 휘발유 and 12 other fields | High correlation |
휘발유 is highly overall correlated with 년 and 11 other fields | High correlation |
등유 is highly overall correlated with 년 and 11 other fields | High correlation |
경유 is highly overall correlated with 년 and 9 other fields | High correlation |
경질중유 is highly overall correlated with 년 and 11 other fields | High correlation |
중유 is highly overall correlated with 년 and 10 other fields | High correlation |
벙커C유 is highly overall correlated with 년 and 11 other fields | High correlation |
납사 is highly overall correlated with 년 and 12 other fields | High correlation |
용제 is highly overall correlated with 윤활유 and 1 other fields | High correlation |
항공유 is highly overall correlated with 년 and 10 other fields | High correlation |
LPG is highly overall correlated with 년 and 12 other fields | High correlation |
윤활유 is highly overall correlated with 년 and 3 other fields | High correlation |
기타제품 is highly overall correlated with 년 and 11 other fields | High correlation |
부생연료유 is highly overall correlated with 년 and 10 other fields | High correlation |
합계 is highly overall correlated with 년 and 11 other fields | High correlation |
부생연료유 has 4 (15.4%) missing values | Missing |
년 has unique values | Unique |
휘발유 has unique values | Unique |
등유 has unique values | Unique |
경유 has unique values | Unique |
경질중유 has unique values | Unique |
중유 has unique values | Unique |
벙커C유 has unique values | Unique |
납사 has unique values | Unique |
용제 has unique values | Unique |
항공유 has unique values | Unique |
LPG has unique values | Unique |
아스팔트 has unique values | Unique |
윤활유 has unique values | Unique |
기타제품 has unique values | Unique |
합계 has unique values | Unique |
Reproduction
| Analysis started | 2023-12-12 05:21:06.576287 |
|---|---|
| Analysis finished | 2023-12-12 05:21:33.352867 |
| Duration | 26.78 seconds |
| Software version | ydata-profiling vv4.5.1 |
| Download configuration | config.json |
년
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 26 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2009.5 |
| Minimum | 1997 |
|---|---|
| Maximum | 2022 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 366.0 B |
Quantile statistics
| Minimum | 1997 |
|---|---|
| 5-th percentile | 1998.25 |
| Q1 | 2003.25 |
| median | 2009.5 |
| Q3 | 2015.75 |
| 95-th percentile | 2020.75 |
| Maximum | 2022 |
| Range | 25 |
| Interquartile range (IQR) | 12.5 |
Descriptive statistics
| Standard deviation | 7.6485293 |
|---|---|
| Coefficient of variation (CV) | 0.0038061853 |
| Kurtosis | -1.2 |
| Mean | 2009.5 |
| Median Absolute Deviation (MAD) | 6.5 |
| Skewness | 0 |
| Sum | 52247 |
| Variance | 58.5 |
| Monotonicity | Strictly increasing |
Histogram with fixed size bins (bins=26)
| Value | Count | Frequency (%) |
| 1997 | 1 | 3.8% |
| 2011 | 1 | 3.8% |
| 2022 | 1 | 3.8% |
| 2021 | 1 | 3.8% |
| 2020 | 1 | 3.8% |
| 2019 | 1 | 3.8% |
| 2018 | 1 | 3.8% |
| 2017 | 1 | 3.8% |
| 2016 | 1 | 3.8% |
| 2015 | 1 | 3.8% |
| Other values (16) | 16 |
| Value | Count | Frequency (%) |
| 1997 | 1 | |
| 1998 | 1 | |
| 1999 | 1 | |
| 2000 | 1 | |
| 2001 | 1 | |
| 2002 | 1 | |
| 2003 | 1 | |
| 2004 | 1 | |
| 2005 | 1 | |
| 2006 | 1 |
| Value | Count | Frequency (%) |
| 2022 | 1 | |
| 2021 | 1 | |
| 2020 | 1 | |
| 2019 | 1 | |
| 2018 | 1 | |
| 2017 | 1 | |
| 2016 | 1 | |
| 2015 | 1 | |
| 2014 | 1 | |
| 2013 | 1 |
휘발유
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 26 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 70145.5 |
| Minimum | 58151 |
|---|---|
| Maximum | 88368 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 366.0 B |
Quantile statistics
| Minimum | 58151 |
|---|---|
| 5-th percentile | 59639.25 |
| Q1 | 62551.75 |
| median | 69252.5 |
| Q3 | 78337 |
| 95-th percentile | 84343 |
| Maximum | 88368 |
| Range | 30217 |
| Interquartile range (IQR) | 15785.25 |
Descriptive statistics
| Standard deviation | 8963.8067 |
|---|---|
| Coefficient of variation (CV) | 0.12778876 |
| Kurtosis | -1.06176 |
| Mean | 70145.5 |
| Median Absolute Deviation (MAD) | 7094 |
| Skewness | 0.44292241 |
| Sum | 1823783 |
| Variance | 80349830 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=26)
| Value | Count | Frequency (%) |
| 71358 | 1 | 3.8% |
| 69574 | 1 | 3.8% |
| 88368 | 1 | 3.8% |
| 84874 | 1 | 3.8% |
| 80965 | 1 | 3.8% |
| 82750 | 1 | 3.8% |
| 79683 | 1 | 3.8% |
| 79616 | 1 | 3.8% |
| 78926 | 1 | 3.8% |
| 76570 | 1 | 3.8% |
| Other values (16) | 16 |
| Value | Count | Frequency (%) |
| 58151 | 1 | |
| 59561 | 1 | |
| 59874 | 1 | |
| 60484 | 1 | |
| 61089 | 1 | |
| 62382 | 1 | |
| 62500 | 1 | |
| 62707 | 1 | |
| 62937 | 1 | |
| 63879 | 1 |
| Value | Count | Frequency (%) |
| 88368 | 1 | |
| 84874 | 1 | |
| 82750 | 1 | |
| 80965 | 1 | |
| 79683 | 1 | |
| 79616 | 1 | |
| 78926 | 1 | |
| 76570 | 1 | |
| 73473 | 1 | |
| 73416 | 1 |
등유
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 26 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 35047.538 |
| Minimum | 15429 |
|---|---|
| Maximum | 85025 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 366.0 B |
Quantile statistics
| Minimum | 15429 |
|---|---|
| 5-th percentile | 16062.75 |
| Q1 | 18830.75 |
| median | 26081.5 |
| Q3 | 50428 |
| 95-th percentile | 75173.25 |
| Maximum | 85025 |
| Range | 69596 |
| Interquartile range (IQR) | 31597.25 |
Descriptive statistics
| Standard deviation | 21418.077 |
|---|---|
| Coefficient of variation (CV) | 0.61111502 |
| Kurtosis | -0.19630319 |
| Mean | 35047.538 |
| Median Absolute Deviation (MAD) | 9193 |
| Skewness | 1.0425191 |
| Sum | 911236 |
| Variance | 4.5873403 × 108 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=26)
| Value | Count | Frequency (%) |
| 85025 | 1 | 3.8% |
| 25430 | 1 | 3.8% |
| 16008 | 1 | 3.8% |
| 16813 | 1 | 3.8% |
| 16964 | 1 | 3.8% |
| 17127 | 1 | 3.8% |
| 18875 | 1 | 3.8% |
| 19006 | 1 | 3.8% |
| 19060 | 1 | 3.8% |
| 16227 | 1 | 3.8% |
| Other values (16) | 16 |
| Value | Count | Frequency (%) |
| 15429 | 1 | |
| 16008 | 1 | |
| 16227 | 1 | |
| 16813 | 1 | |
| 16964 | 1 | |
| 17127 | 1 | |
| 18816 | 1 | |
| 18875 | 1 | |
| 19006 | 1 | |
| 19060 | 1 |
| Value | Count | Frequency (%) |
| 85025 | 1 | |
| 76928 | 1 | |
| 69909 | 1 | |
| 61707 | 1 | |
| 61457 | 1 | |
| 58464 | 1 | |
| 52874 | 1 | |
| 43090 | 1 | |
| 39392 | 1 | |
| 31450 | 1 |
경유
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 26 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 146795.19 |
| Minimum | 120372 |
|---|---|
| Maximum | 171795 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 366.0 B |
Quantile statistics
| Minimum | 120372 |
|---|---|
| 5-th percentile | 126911.25 |
| Q1 | 134546.5 |
| median | 143409.5 |
| Q3 | 163712 |
| 95-th percentile | 168406.25 |
| Maximum | 171795 |
| Range | 51423 |
| Interquartile range (IQR) | 29165.5 |
Descriptive statistics
| Standard deviation | 15370.378 |
|---|---|
| Coefficient of variation (CV) | 0.10470628 |
| Kurtosis | -1.246644 |
| Mean | 146795.19 |
| Median Absolute Deviation (MAD) | 11171.5 |
| Skewness | 0.25973575 |
| Sum | 3816675 |
| Variance | 2.3624852 × 108 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=26)
| Value | Count | Frequency (%) |
| 166790 | 1 | 3.8% |
| 134157 | 1 | 3.8% |
| 163658 | 1 | 3.8% |
| 166124 | 1 | 3.8% |
| 163730 | 1 | 3.8% |
| 171795 | 1 | 3.8% |
| 167039 | 1 | 3.8% |
| 168862 | 1 | 3.8% |
| 166560 | 1 | 3.8% |
| 156367 | 1 | 3.8% |
| Other values (16) | 16 |
| Value | Count | Frequency (%) |
| 120372 | 1 | |
| 126072 | 1 | |
| 129429 | 1 | |
| 132168 | 1 | |
| 132308 | 1 | |
| 134157 | 1 | |
| 134513 | 1 | |
| 134647 | 1 | |
| 136725 | 1 | |
| 138045 | 1 |
| Value | Count | Frequency (%) |
| 171795 | 1 | |
| 168862 | 1 | |
| 167039 | 1 | |
| 166790 | 1 | |
| 166560 | 1 | |
| 166124 | 1 | |
| 163730 | 1 | |
| 163658 | 1 | |
| 156367 | 1 | |
| 145366 | 1 |
경질중유
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 26 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2055.1538 |
| Minimum | 1092 |
|---|---|
| Maximum | 2966 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 366.0 B |
Quantile statistics
| Minimum | 1092 |
|---|---|
| 5-th percentile | 1231.25 |
| Q1 | 1584.75 |
| median | 2062.5 |
| Q3 | 2360.25 |
| 95-th percentile | 2923.5 |
| Maximum | 2966 |
| Range | 1874 |
| Interquartile range (IQR) | 775.5 |
Descriptive statistics
| Standard deviation | 554.22484 |
|---|---|
| Coefficient of variation (CV) | 0.2696756 |
| Kurtosis | -1.0207453 |
| Mean | 2055.1538 |
| Median Absolute Deviation (MAD) | 467 |
| Skewness | 0.060562929 |
| Sum | 53434 |
| Variance | 307165.18 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=26)
| Value | Count | Frequency (%) |
| 2760 | 1 | 3.8% |
| 2213 | 1 | 3.8% |
| 1092 | 1 | 3.8% |
| 1158 | 1 | 3.8% |
| 1457 | 1 | 3.8% |
| 1617 | 1 | 3.8% |
| 1467 | 1 | 3.8% |
| 1574 | 1 | 3.8% |
| 1642 | 1 | 3.8% |
| 1569 | 1 | 3.8% |
| Other values (16) | 16 |
| Value | Count | Frequency (%) |
| 1092 | 1 | |
| 1158 | 1 | |
| 1451 | 1 | |
| 1457 | 1 | |
| 1467 | 1 | |
| 1569 | 1 | |
| 1574 | 1 | |
| 1617 | 1 | |
| 1642 | 1 | |
| 1683 | 1 |
| Value | Count | Frequency (%) |
| 2966 | 1 | |
| 2956 | 1 | |
| 2826 | 1 | |
| 2760 | 1 | |
| 2714 | 1 | |
| 2692 | 1 | |
| 2361 | 1 | |
| 2358 | 1 | |
| 2303 | 1 | |
| 2231 | 1 |
중유
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 26 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1118.8846 |
| Minimum | 145 |
|---|---|
| Maximum | 1793 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 366.0 B |
Quantile statistics
| Minimum | 145 |
|---|---|
| 5-th percentile | 170.5 |
| Q1 | 739 |
| median | 1286.5 |
| Q3 | 1550.5 |
| 95-th percentile | 1752.5 |
| Maximum | 1793 |
| Range | 1648 |
| Interquartile range (IQR) | 811.5 |
Descriptive statistics
| Standard deviation | 522.24487 |
|---|---|
| Coefficient of variation (CV) | 0.4667549 |
| Kurtosis | -0.93211471 |
| Mean | 1118.8846 |
| Median Absolute Deviation (MAD) | 404.5 |
| Skewness | -0.54102801 |
| Sum | 29091 |
| Variance | 272739.71 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=26)
| Value | Count | Frequency (%) |
| 1615 | 1 | 3.8% |
| 1280 | 1 | 3.8% |
| 159 | 1 | 3.8% |
| 145 | 1 | 3.8% |
| 205 | 1 | 3.8% |
| 431 | 1 | 3.8% |
| 634 | 1 | 3.8% |
| 722 | 1 | 3.8% |
| 840 | 1 | 3.8% |
| 787 | 1 | 3.8% |
| Other values (16) | 16 |
| Value | Count | Frequency (%) |
| 145 | 1 | |
| 159 | 1 | |
| 205 | 1 | |
| 431 | 1 | |
| 634 | 1 | |
| 722 | 1 | |
| 723 | 1 | |
| 787 | 1 | |
| 840 | 1 | |
| 843 | 1 |
| Value | Count | Frequency (%) |
| 1793 | 1 | |
| 1768 | 1 | |
| 1706 | 1 | |
| 1636 | 1 | |
| 1622 | 1 | |
| 1615 | 1 | |
| 1563 | 1 | |
| 1513 | 1 | |
| 1510 | 1 | |
| 1436 | 1 |
벙커C유
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 26 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 70997.308 |
| Minimum | 20933 |
|---|---|
| Maximum | 160367 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 366.0 B |
Quantile statistics
| Minimum | 20933 |
|---|---|
| 5-th percentile | 21730.75 |
| Q1 | 34140.5 |
| median | 63984 |
| Q3 | 105589.5 |
| 95-th percentile | 124951.25 |
| Maximum | 160367 |
| Range | 139434 |
| Interquartile range (IQR) | 71449 |
Descriptive statistics
| Standard deviation | 40484.74 |
|---|---|
| Coefficient of variation (CV) | 0.57022923 |
| Kurtosis | -0.96764381 |
| Mean | 70997.308 |
| Median Absolute Deviation (MAD) | 32632.5 |
| Skewness | 0.41140309 |
| Sum | 1845930 |
| Variance | 1.6390142 × 109 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=26)
| Value | Count | Frequency (%) |
| 160367 | 1 | 3.8% |
| 51505 | 1 | 3.8% |
| 21658 | 1 | 3.8% |
| 20933 | 1 | 3.8% |
| 22111 | 1 | 3.8% |
| 21949 | 1 | 3.8% |
| 31620 | 1 | 3.8% |
| 33522 | 1 | 3.8% |
| 45000 | 1 | 3.8% |
| 35996 | 1 | 3.8% |
| Other values (16) | 16 |
| Value | Count | Frequency (%) |
| 20933 | 1 | |
| 21658 | 1 | |
| 21949 | 1 | |
| 22111 | 1 | |
| 31094 | 1 | |
| 31620 | 1 | |
| 33522 | 1 | |
| 35996 | 1 | |
| 43786 | 1 | |
| 45000 | 1 |
| Value | Count | Frequency (%) |
| 160367 | 1 | |
| 125319 | 1 | |
| 123848 | 1 | |
| 116907 | 1 | |
| 116271 | 1 | |
| 111361 | 1 | |
| 107130 | 1 | |
| 100968 | 1 | |
| 96359 | 1 | |
| 92912 | 1 |
납사
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 26 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 334879.19 |
| Minimum | 194918 |
|---|---|
| Maximum | 458350 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 366.0 B |
Quantile statistics
| Minimum | 194918 |
|---|---|
| 5-th percentile | 215122 |
| Q1 | 255030.5 |
| median | 327220.5 |
| Q3 | 409423.25 |
| 95-th percentile | 451644.75 |
| Maximum | 458350 |
| Range | 263432 |
| Interquartile range (IQR) | 154392.75 |
Descriptive statistics
| Standard deviation | 87397.416 |
|---|---|
| Coefficient of variation (CV) | 0.26098192 |
| Kurtosis | -1.4697093 |
| Mean | 334879.19 |
| Median Absolute Deviation (MAD) | 79978.5 |
| Skewness | -0.040167946 |
| Sum | 8706859 |
| Variance | 7.6383083 × 109 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=26)
| Value | Count | Frequency (%) |
| 194918 | 1 | 3.8% |
| 355192 | 1 | 3.8% |
| 446832 | 1 | 3.8% |
| 451807 | 1 | 3.8% |
| 405266 | 1 | 3.8% |
| 438614 | 1 | 3.8% |
| 451158 | 1 | 3.8% |
| 458350 | 1 | 3.8% |
| 430091 | 1 | 3.8% |
| 410809 | 1 | 3.8% |
| Other values (16) | 16 |
| Value | Count | Frequency (%) |
| 194918 | 1 | |
| 213860 | 1 | |
| 218908 | 1 | |
| 229046 | 1 | |
| 233293 | 1 | |
| 245309 | 1 | |
| 252417 | 1 | |
| 262871 | 1 | |
| 273250 | 1 | |
| 287003 | 1 |
| Value | Count | Frequency (%) |
| 458350 | 1 | |
| 451807 | 1 | |
| 451158 | 1 | |
| 446832 | 1 | |
| 438614 | 1 | |
| 430091 | 1 | |
| 410809 | 1 | |
| 405266 | 1 | |
| 396344 | 1 | |
| 384606 | 1 |
용제
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 26 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2094.5769 |
| Minimum | 578 |
|---|---|
| Maximum | 4753 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 366.0 B |
Quantile statistics
| Minimum | 578 |
|---|---|
| 5-th percentile | 732 |
| Q1 | 1067.75 |
| median | 1623.5 |
| Q3 | 3118.5 |
| 95-th percentile | 4359.5 |
| Maximum | 4753 |
| Range | 4175 |
| Interquartile range (IQR) | 2050.75 |
Descriptive statistics
| Standard deviation | 1312.3534 |
|---|---|
| Coefficient of variation (CV) | 0.62654819 |
| Kurtosis | -0.82157461 |
| Mean | 2094.5769 |
| Median Absolute Deviation (MAD) | 863 |
| Skewness | 0.72525231 |
| Sum | 54459 |
| Variance | 1722271.4 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=26)
| Value | Count | Frequency (%) |
| 785 | 1 | 3.8% |
| 2877 | 1 | 3.8% |
| 1403 | 1 | 3.8% |
| 1585 | 1 | 3.8% |
| 2154 | 1 | 3.8% |
| 1728 | 1 | 3.8% |
| 1614 | 1 | 3.8% |
| 1742 | 1 | 3.8% |
| 1633 | 1 | 3.8% |
| 1388 | 1 | 3.8% |
| Other values (16) | 16 |
| Value | Count | Frequency (%) |
| 578 | 1 | |
| 731 | 1 | |
| 735 | 1 | |
| 736 | 1 | |
| 785 | 1 | |
| 794 | 1 | |
| 1001 | 1 | |
| 1268 | 1 | |
| 1271 | 1 | |
| 1388 | 1 |
| Value | Count | Frequency (%) |
| 4753 | 1 | |
| 4380 | 1 | |
| 4298 | 1 | |
| 3894 | 1 | |
| 3879 | 1 | |
| 3330 | 1 | |
| 3199 | 1 | |
| 2877 | 1 | |
| 2703 | 1 | |
| 2154 | 1 |
항공유
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 26 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 26478.231 |
| Minimum | 17290 |
|---|---|
| Maximum | 39856 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 366.0 B |
Quantile statistics
| Minimum | 17290 |
|---|---|
| 5-th percentile | 18267 |
| Q1 | 20727 |
| median | 25252 |
| Q3 | 30295.25 |
| 95-th percentile | 38677 |
| Maximum | 39856 |
| Range | 22566 |
| Interquartile range (IQR) | 9568.25 |
Descriptive statistics
| Standard deviation | 6869.3941 |
|---|---|
| Coefficient of variation (CV) | 0.25943554 |
| Kurtosis | -0.72179723 |
| Mean | 26478.231 |
| Median Absolute Deviation (MAD) | 5013.5 |
| Skewness | 0.59511237 |
| Sum | 688434 |
| Variance | 47188576 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=26)
| Value | Count | Frequency (%) |
| 19302 | 1 | 3.8% |
| 28445 | 1 | 3.8% |
| 25273 | 1 | 3.8% |
| 21174 | 1 | 3.8% |
| 21729 | 1 | 3.8% |
| 38833 | 1 | 3.8% |
| 39856 | 1 | 3.8% |
| 38209 | 1 | 3.8% |
| 36998 | 1 | 3.8% |
| 34358 | 1 | 3.8% |
| Other values (16) | 16 |
| Value | Count | Frequency (%) |
| 17290 | 1 | |
| 18231 | 1 | |
| 18375 | 1 | |
| 19302 | 1 | |
| 20057 | 1 | |
| 20073 | 1 | |
| 20578 | 1 | |
| 21174 | 1 | |
| 21225 | 1 | |
| 21729 | 1 |
| Value | Count | Frequency (%) |
| 39856 | 1 | |
| 38833 | 1 | |
| 38209 | 1 | |
| 36998 | 1 | |
| 34358 | 1 | |
| 31961 | 1 | |
| 30325 | 1 | |
| 30206 | 1 | |
| 28445 | 1 | |
| 28190 | 1 |
LPG
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 26 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 97703.308 |
| Minimum | 67992 |
|---|---|
| Maximum | 132789 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 366.0 B |
Quantile statistics
| Minimum | 67992 |
|---|---|
| 5-th percentile | 72969 |
| Q1 | 88848.75 |
| median | 94462 |
| Q3 | 106033.75 |
| 95-th percentile | 122954.75 |
| Maximum | 132789 |
| Range | 64797 |
| Interquartile range (IQR) | 17185 |
Descriptive statistics
| Standard deviation | 15835.587 |
|---|---|
| Coefficient of variation (CV) | 0.16207831 |
| Kurtosis | -0.025842437 |
| Mean | 97703.308 |
| Median Absolute Deviation (MAD) | 9929.5 |
| Skewness | 0.3452748 |
| Sum | 2540286 |
| Variance | 2.507658 × 108 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=26)
| Value | Count | Frequency (%) |
| 71623 | 1 | 3.8% |
| 99201 | 1 | 3.8% |
| 132789 | 1 | 3.8% |
| 123227 | 1 | 3.8% |
| 121294 | 1 | 3.8% |
| 122138 | 1 | 3.8% |
| 109780 | 1 | 3.8% |
| 105145 | 1 | 3.8% |
| 108961 | 1 | 3.8% |
| 89866 | 1 | 3.8% |
| Other values (16) | 16 |
| Value | Count | Frequency (%) |
| 67992 | 1 | |
| 71623 | 1 | |
| 77007 | 1 | |
| 84377 | 1 | |
| 84688 | 1 | |
| 88432 | 1 | |
| 88606 | 1 | |
| 89577 | 1 | |
| 89866 | 1 | |
| 91415 | 1 |
| Value | Count | Frequency (%) |
| 132789 | 1 | |
| 123227 | 1 | |
| 122138 | 1 | |
| 121294 | 1 | |
| 109780 | 1 | |
| 108961 | 1 | |
| 106320 | 1 | |
| 105175 | 1 | |
| 105145 | 1 | |
| 101881 | 1 |
아스팔트
Real number (ℝ)
UNIQUE
| Distinct | 26 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10562.385 |
| Minimum | 8383 |
|---|---|
| Maximum | 12484 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 366.0 B |
Quantile statistics
| Minimum | 8383 |
|---|---|
| 5-th percentile | 9332.25 |
| Q1 | 10162.75 |
| median | 10513 |
| Q3 | 10997 |
| 95-th percentile | 11885.5 |
| Maximum | 12484 |
| Range | 4101 |
| Interquartile range (IQR) | 834.25 |
Descriptive statistics
| Standard deviation | 867.94834 |
|---|---|
| Coefficient of variation (CV) | 0.082173522 |
| Kurtosis | 0.9326644 |
| Mean | 10562.385 |
| Median Absolute Deviation (MAD) | 417.5 |
| Skewness | -0.081817689 |
| Sum | 274622 |
| Variance | 753334.33 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=26)
| Value | Count | Frequency (%) |
| 11958 | 1 | 3.8% |
| 10413 | 1 | 3.8% |
| 8383 | 1 | 3.8% |
| 9450 | 1 | 3.8% |
| 10054 | 1 | 3.8% |
| 10540 | 1 | 3.8% |
| 10658 | 1 | 3.8% |
| 11637 | 1 | 3.8% |
| 11461 | 1 | 3.8% |
| 10195 | 1 | 3.8% |
| Other values (16) | 16 |
| Value | Count | Frequency (%) |
| 8383 | 1 | |
| 9293 | 1 | |
| 9450 | 1 | |
| 9851 | 1 | |
| 9927 | 1 | |
| 10054 | 1 | |
| 10152 | 1 | |
| 10195 | 1 | |
| 10289 | 1 | |
| 10296 | 1 |
| Value | Count | Frequency (%) |
| 12484 | 1 | |
| 11958 | 1 | |
| 11668 | 1 | |
| 11637 | 1 | |
| 11461 | 1 | |
| 11115 | 1 | |
| 11033 | 1 | |
| 10889 | 1 | |
| 10813 | 1 | |
| 10677 | 1 |
윤활유
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 26 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4334.3846 |
| Minimum | 2821 |
|---|---|
| Maximum | 8030 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 366.0 B |
Quantile statistics
| Minimum | 2821 |
|---|---|
| 5-th percentile | 3223 |
| Q1 | 3647.25 |
| median | 3972.5 |
| Q3 | 4741.75 |
| 95-th percentile | 7005 |
| Maximum | 8030 |
| Range | 5209 |
| Interquartile range (IQR) | 1094.5 |
Descriptive statistics
| Standard deviation | 1197.4697 |
|---|---|
| Coefficient of variation (CV) | 0.27627213 |
| Kurtosis | 4.297027 |
| Mean | 4334.3846 |
| Median Absolute Deviation (MAD) | 547.5 |
| Skewness | 1.950077 |
| Sum | 112694 |
| Variance | 1433933.6 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=26)
| Value | Count | Frequency (%) |
| 3740 | 1 | 3.8% |
| 3409 | 1 | 3.8% |
| 7594 | 1 | 3.8% |
| 8030 | 1 | 3.8% |
| 4593 | 1 | 3.8% |
| 4764 | 1 | 3.8% |
| 4675 | 1 | 3.8% |
| 4893 | 1 | 3.8% |
| 4000 | 1 | 3.8% |
| 3945 | 1 | 3.8% |
| Other values (16) | 16 |
| Value | Count | Frequency (%) |
| 2821 | 1 | |
| 3168 | 1 | |
| 3388 | 1 | |
| 3409 | 1 | |
| 3452 | 1 | |
| 3570 | 1 | |
| 3636 | 1 | |
| 3681 | 1 | |
| 3693 | 1 | |
| 3740 | 1 |
| Value | Count | Frequency (%) |
| 8030 | 1 | |
| 7594 | 1 | |
| 5238 | 1 | |
| 4966 | 1 | |
| 4900 | 1 | |
| 4893 | 1 | |
| 4764 | 1 | |
| 4675 | 1 | |
| 4593 | 1 | |
| 4504 | 1 |
기타제품
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 26 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 12457.038 |
| Minimum | 3659 |
|---|---|
| Maximum | 32543 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 366.0 B |
Quantile statistics
| Minimum | 3659 |
|---|---|
| 5-th percentile | 3840 |
| Q1 | 6399 |
| median | 7588 |
| Q3 | 16407.5 |
| 95-th percentile | 29809 |
| Maximum | 32543 |
| Range | 28884 |
| Interquartile range (IQR) | 10008.5 |
Descriptive statistics
| Standard deviation | 8365.927 |
|---|---|
| Coefficient of variation (CV) | 0.67158234 |
| Kurtosis | 0.3116074 |
| Mean | 12457.038 |
| Median Absolute Deviation (MAD) | 3919 |
| Skewness | 1.0085419 |
| Sum | 323883 |
| Variance | 69988735 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=26)
| Value | Count | Frequency (%) |
| 3659 | 1 | 3.8% |
| 15700 | 1 | 3.8% |
| 32543 | 1 | 3.8% |
| 31385 | 1 | 3.8% |
| 25081 | 1 | 3.8% |
| 18111 | 1 | 3.8% |
| 16139 | 1 | 3.8% |
| 15077 | 1 | 3.8% |
| 16497 | 1 | 3.8% |
| 15745 | 1 | 3.8% |
| Other values (16) | 16 |
| Value | Count | Frequency (%) |
| 3659 | 1 | |
| 3679 | 1 | |
| 4323 | 1 | |
| 4330 | 1 | |
| 4958 | 1 | |
| 5992 | 1 | |
| 6315 | 1 | |
| 6651 | 1 | |
| 6826 | 1 | |
| 6862 | 1 |
| Value | Count | Frequency (%) |
| 32543 | 1 | |
| 31385 | 1 | |
| 25081 | 1 | |
| 20420 | 1 | |
| 18929 | 1 | |
| 18111 | 1 | |
| 16497 | 1 | |
| 16139 | 1 | |
| 15745 | 1 | |
| 15700 | 1 |
부생연료유
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 22 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 4 |
| Missing (%) | 15.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2165.4091 |
| Minimum | 916 |
|---|---|
| Maximum | 3027 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 366.0 B |
Quantile statistics
| Minimum | 916 |
|---|---|
| 5-th percentile | 1467.5 |
| Q1 | 1635 |
| median | 2235 |
| Q3 | 2552.75 |
| 95-th percentile | 2954.45 |
| Maximum | 3027 |
| Range | 2111 |
| Interquartile range (IQR) | 917.75 |
Descriptive statistics
| Standard deviation | 555.54741 |
|---|---|
| Coefficient of variation (CV) | 0.2565554 |
| Kurtosis | -0.41553778 |
| Mean | 2165.4091 |
| Median Absolute Deviation (MAD) | 475.5 |
| Skewness | -0.4266355 |
| Sum | 47639 |
| Variance | 308632.92 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=22)
| Value | Count | Frequency (%) |
| 2227 | 1 | 3.8% |
| 1515 | 1 | 3.8% |
| 1465 | 1 | 3.8% |
| 1577 | 1 | 3.8% |
| 1551 | 1 | 3.8% |
| 1604 | 1 | 3.8% |
| 1728 | 1 | 3.8% |
| 2531 | 1 | 3.8% |
| 2425 | 1 | 3.8% |
| 2215 | 1 | 3.8% |
| Other values (12) | 12 | |
| (Missing) | 4 | 15.4% |
| Value | Count | Frequency (%) |
| 916 | 1 | |
| 1465 | 1 | |
| 1515 | 1 | |
| 1551 | 1 | |
| 1577 | 1 | |
| 1604 | 1 | |
| 1728 | 1 | |
| 2163 | 1 | |
| 2173 | 1 | |
| 2215 | 1 |
| Value | Count | Frequency (%) |
| 3027 | 1 | |
| 2962 | 1 | |
| 2811 | 1 | |
| 2719 | 1 | |
| 2702 | 1 | |
| 2560 | 1 | |
| 2531 | 1 | |
| 2425 | 1 | |
| 2277 | 1 | |
| 2248 | 1 |
합계
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 26 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 816500.85 |
| Minimum | 670278 |
|---|---|
| Maximum | 947275 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 366.0 B |
Quantile statistics
| Minimum | 670278 |
|---|---|
| 5-th percentile | 725381.75 |
| Q1 | 761526.75 |
| median | 794612 |
| Q3 | 871946 |
| 95-th percentile | 939604.75 |
| Maximum | 947275 |
| Range | 276997 |
| Interquartile range (IQR) | 110419.25 |
Descriptive statistics
| Standard deviation | 78716.883 |
|---|---|
| Coefficient of variation (CV) | 0.096407595 |
| Kurtosis | -0.83388016 |
| Mean | 816500.85 |
| Median Absolute Deviation (MAD) | 38127.5 |
| Skewness | 0.41680161 |
| Sum | 21229022 |
| Variance | 6.1963477 × 109 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=26)
| Value | Count | Frequency (%) |
| 793900 | 1 | 3.8% |
| 801644 | 1 | 3.8% |
| 947275 | 1 | 3.8% |
| 938170 | 1 | 3.8% |
| 877179 | 1 | 3.8% |
| 931946 | 1 | 3.8% |
| 934802 | 1 | 3.8% |
| 940083 | 1 | 3.8% |
| 924200 | 1 | 3.8% |
| 856247 | 1 | 3.8% |
| Other values (16) | 16 |
| Value | Count | Frequency (%) |
| 670278 | 1 | |
| 719657 | 1 | |
| 742556 | 1 | |
| 743668 | 1 | |
| 752329 | 1 | |
| 760640 | 1 | |
| 761080 | 1 | |
| 762867 | 1 | |
| 762940 | 1 | |
| 765520 | 1 |
| Value | Count | Frequency (%) |
| 947275 | 1 | |
| 940083 | 1 | |
| 938170 | 1 | |
| 934802 | 1 | |
| 931946 | 1 | |
| 924200 | 1 | |
| 877179 | 1 | |
| 856247 | 1 | |
| 827680 | 1 | |
| 825200 | 1 |
| 년 | 휘발유 | 등유 | 경유 | 경질중유 | 중유 | 벙커C유 | 납사 | 용제 | 항공유 | LPG | 아스팔트 | 윤활유 | 기타제품 | 부생연료유 | 합계 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 년 | 1.000 | 0.896 | 0.660 | 0.828 | 0.794 | 0.742 | 0.886 | 0.956 | 0.728 | 0.795 | 0.808 | 0.660 | 0.877 | 0.811 | 0.752 | 0.819 |
| 휘발유 | 0.896 | 1.000 | 0.000 | 0.674 | 0.886 | 0.675 | 0.750 | 0.894 | 0.574 | 0.740 | 0.710 | 0.662 | 0.727 | 0.736 | 0.856 | 0.696 |
| 등유 | 0.660 | 0.000 | 1.000 | 0.606 | 0.351 | 0.000 | 0.917 | 0.860 | 0.722 | 0.000 | 0.863 | 0.000 | 0.685 | 0.000 | 0.646 | 0.592 |
| 경유 | 0.828 | 0.674 | 0.606 | 1.000 | 0.725 | 0.596 | 0.579 | 0.678 | 0.583 | 0.803 | 0.653 | 0.153 | 0.569 | 0.729 | 0.742 | 0.747 |
| 경질중유 | 0.794 | 0.886 | 0.351 | 0.725 | 1.000 | 0.488 | 0.720 | 0.588 | 0.828 | 0.849 | 0.261 | 0.458 | 0.611 | 0.749 | 0.756 | 0.533 |
| 중유 | 0.742 | 0.675 | 0.000 | 0.596 | 0.488 | 1.000 | 0.045 | 0.333 | 0.296 | 0.743 | 0.735 | 0.000 | 0.000 | 0.560 | 0.561 | 0.297 |
| 벙커C유 | 0.886 | 0.750 | 0.917 | 0.579 | 0.720 | 0.045 | 1.000 | 0.860 | 0.854 | 0.718 | 0.913 | 0.413 | 0.326 | 0.300 | 0.836 | 0.666 |
| 납사 | 0.956 | 0.894 | 0.860 | 0.678 | 0.588 | 0.333 | 0.860 | 1.000 | 0.797 | 0.785 | 0.706 | 0.000 | 0.857 | 0.633 | 0.698 | 0.857 |
| 용제 | 0.728 | 0.574 | 0.722 | 0.583 | 0.828 | 0.296 | 0.854 | 0.797 | 1.000 | 0.674 | 0.583 | 0.549 | 0.564 | 0.572 | 0.000 | 0.744 |
| 항공유 | 0.795 | 0.740 | 0.000 | 0.803 | 0.849 | 0.743 | 0.718 | 0.785 | 0.674 | 1.000 | 0.000 | 0.000 | 0.404 | 0.227 | 0.438 | 0.802 |
| LPG | 0.808 | 0.710 | 0.863 | 0.653 | 0.261 | 0.735 | 0.913 | 0.706 | 0.583 | 0.000 | 1.000 | 0.000 | 0.820 | 0.634 | 0.438 | 0.741 |
| 아스팔트 | 0.660 | 0.662 | 0.000 | 0.153 | 0.458 | 0.000 | 0.413 | 0.000 | 0.549 | 0.000 | 0.000 | 1.000 | 0.000 | 0.380 | 0.416 | 0.000 |
| 윤활유 | 0.877 | 0.727 | 0.685 | 0.569 | 0.611 | 0.000 | 0.326 | 0.857 | 0.564 | 0.404 | 0.820 | 0.000 | 1.000 | 0.539 | 0.757 | 0.690 |
| 기타제품 | 0.811 | 0.736 | 0.000 | 0.729 | 0.749 | 0.560 | 0.300 | 0.633 | 0.572 | 0.227 | 0.634 | 0.380 | 0.539 | 1.000 | 0.806 | 0.698 |
| 부생연료유 | 0.752 | 0.856 | 0.646 | 0.742 | 0.756 | 0.561 | 0.836 | 0.698 | 0.000 | 0.438 | 0.438 | 0.416 | 0.757 | 0.806 | 1.000 | 0.706 |
| 합계 | 0.819 | 0.696 | 0.592 | 0.747 | 0.533 | 0.297 | 0.666 | 0.857 | 0.744 | 0.802 | 0.741 | 0.000 | 0.690 | 0.698 | 0.706 | 1.000 |
| 년 | 휘발유 | 등유 | 경유 | 경질중유 | 중유 | 벙커C유 | 납사 | 용제 | 항공유 | LPG | 아스팔트 | 윤활유 | 기타제품 | 부생연료유 | 합계 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 년 | 1.000 | 0.837 | -0.944 | 0.634 | -0.933 | -0.856 | -0.974 | 0.976 | 0.182 | 0.733 | 0.865 | -0.251 | 0.523 | 0.956 | -0.622 | 0.918 |
| 휘발유 | 0.837 | 1.000 | -0.774 | 0.634 | -0.805 | -0.909 | -0.819 | 0.815 | -0.244 | 0.554 | 0.679 | -0.256 | 0.351 | 0.781 | -0.744 | 0.884 |
| 등유 | -0.944 | -0.774 | 1.000 | -0.559 | 0.948 | 0.825 | 0.963 | -0.917 | -0.091 | -0.737 | -0.712 | 0.353 | -0.364 | -0.954 | 0.532 | -0.852 |
| 경유 | 0.634 | 0.634 | -0.559 | 1.000 | -0.575 | -0.458 | -0.580 | 0.658 | 0.152 | 0.526 | 0.504 | 0.136 | 0.491 | 0.543 | -0.211 | 0.789 |
| 경질중유 | -0.933 | -0.805 | 0.948 | -0.575 | 1.000 | 0.883 | 0.962 | -0.908 | -0.071 | -0.669 | -0.731 | 0.348 | -0.433 | -0.923 | 0.600 | -0.839 |
| 중유 | -0.856 | -0.909 | 0.825 | -0.458 | 0.883 | 1.000 | 0.880 | -0.832 | 0.240 | -0.538 | -0.664 | 0.405 | -0.282 | -0.819 | 0.784 | -0.798 |
| 벙커C유 | -0.974 | -0.819 | 0.963 | -0.580 | 0.962 | 0.880 | 1.000 | -0.947 | -0.130 | -0.713 | -0.803 | 0.333 | -0.446 | -0.955 | 0.630 | -0.875 |
| 납사 | 0.976 | 0.815 | -0.917 | 0.658 | -0.908 | -0.832 | -0.947 | 1.000 | 0.185 | 0.803 | 0.829 | -0.160 | 0.509 | 0.903 | -0.573 | 0.932 |
| 용제 | 0.182 | -0.244 | -0.091 | 0.152 | -0.071 | 0.240 | -0.130 | 0.185 | 1.000 | 0.260 | 0.428 | 0.337 | 0.528 | 0.120 | 0.552 | 0.080 |
| 항공유 | 0.733 | 0.554 | -0.737 | 0.526 | -0.669 | -0.538 | -0.713 | 0.803 | 0.260 | 1.000 | 0.590 | 0.165 | 0.243 | 0.679 | -0.185 | 0.735 |
| LPG | 0.865 | 0.679 | -0.712 | 0.504 | -0.731 | -0.664 | -0.803 | 0.829 | 0.428 | 0.590 | 1.000 | -0.082 | 0.679 | 0.776 | -0.538 | 0.778 |
| 아스팔트 | -0.251 | -0.256 | 0.353 | 0.136 | 0.348 | 0.405 | 0.333 | -0.160 | 0.337 | 0.165 | -0.082 | 1.000 | 0.074 | -0.334 | 0.305 | -0.088 |
| 윤활유 | 0.523 | 0.351 | -0.364 | 0.491 | -0.433 | -0.282 | -0.446 | 0.509 | 0.528 | 0.243 | 0.679 | 0.074 | 1.000 | 0.382 | -0.217 | 0.456 |
| 기타제품 | 0.956 | 0.781 | -0.954 | 0.543 | -0.923 | -0.819 | -0.955 | 0.903 | 0.120 | 0.679 | 0.776 | -0.334 | 0.382 | 1.000 | -0.547 | 0.845 |
| 부생연료유 | -0.622 | -0.744 | 0.532 | -0.211 | 0.600 | 0.784 | 0.630 | -0.573 | 0.552 | -0.185 | -0.538 | 0.305 | -0.217 | -0.547 | 1.000 | -0.558 |
| 합계 | 0.918 | 0.884 | -0.852 | 0.789 | -0.839 | -0.798 | -0.875 | 0.932 | 0.080 | 0.735 | 0.778 | -0.088 | 0.456 | 0.845 | -0.558 | 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.
| 년 | 휘발유 | 등유 | 경유 | 경질중유 | 중유 | 벙커C유 | 납사 | 용제 | 항공유 | LPG | 아스팔트 | 윤활유 | 기타제품 | 부생연료유 | 합계 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1997 | 71358 | 85025 | 166790 | 2760 | 1615 | 160367 | 194918 | 785 | 19302 | 71623 | 11958 | 3740 | 3659 | <NA> | 793900 |
| 1 | 1998 | 61089 | 61457 | 120372 | 2231 | 1284 | 107130 | 213860 | 578 | 17290 | 67992 | 9851 | 2821 | 4323 | <NA> | 670278 |
| 2 | 1999 | 63879 | 76928 | 126072 | 2826 | 1513 | 116271 | 218908 | 735 | 18375 | 77007 | 10296 | 3168 | 3679 | <NA> | 719657 |
| 3 | 2000 | 62382 | 69909 | 129429 | 2966 | 1436 | 125319 | 229046 | 736 | 18231 | 84688 | 10289 | 3795 | 4330 | <NA> | 742556 |
| 4 | 2001 | 62707 | 61707 | 132168 | 2714 | 1510 | 123848 | 233293 | 794 | 20073 | 84377 | 11033 | 3570 | 4958 | 916 | 743668 |
| 5 | 2002 | 64078 | 58464 | 138045 | 2956 | 1636 | 116907 | 245309 | 1271 | 20057 | 91415 | 10350 | 3827 | 5992 | 2560 | 762867 |
| 6 | 2003 | 60484 | 52874 | 145366 | 2692 | 1768 | 111361 | 252417 | 2703 | 20578 | 88606 | 10550 | 4079 | 6651 | 2811 | 762940 |
| 7 | 2004 | 58151 | 43090 | 143799 | 2303 | 1706 | 100968 | 262871 | 3894 | 21225 | 88432 | 11668 | 4333 | 6862 | 3027 | 752329 |
| 8 | 2005 | 59561 | 39392 | 142529 | 2361 | 1793 | 96359 | 273250 | 4380 | 25058 | 91668 | 10486 | 4966 | 6315 | 2962 | 761080 |
| 9 | 2006 | 59874 | 31450 | 142433 | 2358 | 1622 | 92912 | 287003 | 4753 | 25231 | 93451 | 10813 | 3681 | 7220 | 2719 | 765520 |
| 년 | 휘발유 | 등유 | 경유 | 경질중유 | 중유 | 벙커C유 | 납사 | 용제 | 항공유 | LPG | 아스팔트 | 윤활유 | 기타제품 | 부생연료유 | 합계 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 16 | 2013 | 73416 | 18816 | 143020 | 1683 | 897 | 43786 | 384248 | 731 | 30325 | 93057 | 10677 | 3388 | 18929 | 2227 | 825200 |
| 17 | 2014 | 73473 | 15429 | 144840 | 1451 | 723 | 31094 | 396344 | 1001 | 31961 | 89577 | 9293 | 3636 | 20420 | 2215 | 821457 |
| 18 | 2015 | 76570 | 16227 | 156367 | 1569 | 787 | 35996 | 410809 | 1388 | 34358 | 89866 | 10195 | 3945 | 15745 | 2425 | 856247 |
| 19 | 2016 | 78926 | 19060 | 166560 | 1642 | 840 | 45000 | 430091 | 1633 | 36998 | 108961 | 11461 | 4000 | 16497 | 2531 | 924200 |
| 20 | 2017 | 79616 | 19006 | 168862 | 1574 | 722 | 33522 | 458350 | 1742 | 38209 | 105145 | 11637 | 4893 | 15077 | 1728 | 940083 |
| 21 | 2018 | 79683 | 18875 | 167039 | 1467 | 634 | 31620 | 451158 | 1614 | 39856 | 109780 | 10658 | 4675 | 16139 | 1604 | 934802 |
| 22 | 2019 | 82750 | 17127 | 171795 | 1617 | 431 | 21949 | 438614 | 1728 | 38833 | 122138 | 10540 | 4764 | 18111 | 1551 | 931946 |
| 23 | 2020 | 80965 | 16964 | 163730 | 1457 | 205 | 22111 | 405266 | 2154 | 21729 | 121294 | 10054 | 4593 | 25081 | 1577 | 877179 |
| 24 | 2021 | 84874 | 16813 | 166124 | 1158 | 145 | 20933 | 451807 | 1585 | 21174 | 123227 | 9450 | 8030 | 31385 | 1465 | 938170 |
| 25 | 2022 | 88368 | 16008 | 163658 | 1092 | 159 | 21658 | 446832 | 1403 | 25273 | 132789 | 8383 | 7594 | 32543 | 1515 | 947275 |