Dataset statistics
| Number of variables | 11 |
|---|---|
| Number of observations | 27 |
| Missing cells | 64 |
| Missing cells (%) | 21.5% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 2.7 KiB |
| Average record size in memory | 103.9 B |
Variable types
| Numeric | 11 |
|---|
Dataset
| Description | "95년부터 "21년도의 연도별 유형별 집단에너지 공급기준 공급세대수 및 업체수 정보로, 공급세대수 및 업체수 등의 내용을 제공합니다.-연도,지역난방_주택수(천세대),지역난방_난방빌딩수,지역난방_냉방빌딩수,산업단지_업체수,병행_주택수(천세대),병행_난방빌딩수,병행_냉방빌딩수,병행_업체수,국내_총_주택_수(천호),보급율(%) |
|---|---|
| Author | 산업통상자원부 |
| URL | https://www.data.go.kr/data/15054430/fileData.do |
연도 is highly overall correlated with 지역난방_주택수(천세대) and 8 other fields | High correlation |
지역난방_주택수(천세대) is highly overall correlated with 연도 and 8 other fields | High correlation |
지역난방_난방빌딩수 is highly overall correlated with 연도 and 8 other fields | High correlation |
지역난방_냉방빌딩수 is highly overall correlated with 연도 and 8 other fields | High correlation |
산업단지_업체수 is highly overall correlated with 연도 and 8 other fields | High correlation |
병행_주택수(천세대) is highly overall correlated with 연도 and 8 other fields | High correlation |
병행_난방빌딩수 is highly overall correlated with 연도 and 8 other fields | High correlation |
병행_냉방빌딩수 is highly overall correlated with 연도 and 8 other fields | High correlation |
국내_총_주택_수(천호) is highly overall correlated with 연도 and 8 other fields | High correlation |
보급율 is highly overall correlated with 연도 and 8 other fields | High correlation |
병행_주택수(천세대) has 16 (59.3%) missing values | Missing |
병행_난방빌딩수 has 16 (59.3%) missing values | Missing |
병행_냉방빌딩수 has 16 (59.3%) missing values | Missing |
병행_업체수 has 16 (59.3%) missing values | Missing |
연도 has unique values | Unique |
지역난방_주택수(천세대) has unique values | Unique |
지역난방_난방빌딩수 has unique values | Unique |
지역난방_냉방빌딩수 has unique values | Unique |
산업단지_업체수 has unique values | Unique |
국내_총_주택_수(천호) has unique values | Unique |
보급율 has unique values | Unique |
Reproduction
| Analysis started | 2023-12-12 05:14:32.961557 |
|---|---|
| Analysis finished | 2023-12-12 05:14:48.624667 |
| Duration | 15.66 seconds |
| Software version | ydata-profiling vv4.5.1 |
| Download configuration | config.json |
연도
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 27 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2008 |
| Minimum | 1995 |
|---|---|
| Maximum | 2021 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 375.0 B |
Quantile statistics
| Minimum | 1995 |
|---|---|
| 5-th percentile | 1996.3 |
| Q1 | 2001.5 |
| median | 2008 |
| Q3 | 2014.5 |
| 95-th percentile | 2019.7 |
| Maximum | 2021 |
| Range | 26 |
| Interquartile range (IQR) | 13 |
Descriptive statistics
| Standard deviation | 7.9372539 |
|---|---|
| Coefficient of variation (CV) | 0.0039528157 |
| Kurtosis | -1.2 |
| Mean | 2008 |
| Median Absolute Deviation (MAD) | 7 |
| Skewness | 0 |
| Sum | 54216 |
| Variance | 63 |
| Monotonicity | Strictly increasing |
Histogram with fixed size bins (bins=27)
| Value | Count | Frequency (%) |
| 1995 | 1 | 3.7% |
| 1996 | 1 | 3.7% |
| 2021 | 1 | 3.7% |
| 2020 | 1 | 3.7% |
| 2019 | 1 | 3.7% |
| 2018 | 1 | 3.7% |
| 2017 | 1 | 3.7% |
| 2016 | 1 | 3.7% |
| 2015 | 1 | 3.7% |
| 2014 | 1 | 3.7% |
| Other values (17) | 17 |
| Value | Count | Frequency (%) |
| 1995 | 1 | |
| 1996 | 1 | |
| 1997 | 1 | |
| 1998 | 1 | |
| 1999 | 1 | |
| 2000 | 1 | |
| 2001 | 1 | |
| 2002 | 1 | |
| 2003 | 1 | |
| 2004 | 1 |
| Value | Count | Frequency (%) |
| 2021 | 1 | |
| 2020 | 1 | |
| 2019 | 1 | |
| 2018 | 1 | |
| 2017 | 1 | |
| 2016 | 1 | |
| 2015 | 1 | |
| 2014 | 1 | |
| 2013 | 1 | |
| 2012 | 1 |
지역난방_주택수(천세대)
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 27 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1820.4444 |
| Minimum | 525 |
|---|---|
| Maximum | 3427 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 375.0 B |
Quantile statistics
| Minimum | 525 |
|---|---|
| 5-th percentile | 656 |
| Q1 | 1130 |
| median | 1736 |
| Q3 | 2377 |
| 95-th percentile | 3259.5 |
| Maximum | 3427 |
| Range | 2902 |
| Interquartile range (IQR) | 1247 |
Descriptive statistics
| Standard deviation | 861.71664 |
|---|---|
| Coefficient of variation (CV) | 0.47335509 |
| Kurtosis | -0.9716286 |
| Mean | 1820.4444 |
| Median Absolute Deviation (MAD) | 653 |
| Skewness | 0.32026943 |
| Sum | 49152 |
| Variance | 742555.56 |
| Monotonicity | Strictly increasing |
Histogram with fixed size bins (bins=27)
| Value | Count | Frequency (%) |
| 525 | 1 | 3.7% |
| 620 | 1 | 3.7% |
| 3427 | 1 | 3.7% |
| 3303 | 1 | 3.7% |
| 3158 | 1 | 3.7% |
| 3017 | 1 | 3.7% |
| 2812 | 1 | 3.7% |
| 2618 | 1 | 3.7% |
| 2410 | 1 | 3.7% |
| 2344 | 1 | 3.7% |
| Other values (17) | 17 |
| Value | Count | Frequency (%) |
| 525 | 1 | |
| 620 | 1 | |
| 740 | 1 | |
| 839 | 1 | |
| 912 | 1 | |
| 980 | 1 | |
| 1083 | 1 | |
| 1177 | 1 | |
| 1251 | 1 | |
| 1337 | 1 |
| Value | Count | Frequency (%) |
| 3427 | 1 | |
| 3303 | 1 | |
| 3158 | 1 | |
| 3017 | 1 | |
| 2812 | 1 | |
| 2618 | 1 | |
| 2410 | 1 | |
| 2344 | 1 | |
| 2238 | 1 | |
| 2153 | 1 |
지역난방_난방빌딩수
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 27 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3166.7037 |
| Minimum | 1253 |
|---|---|
| Maximum | 6145 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 375.0 B |
Quantile statistics
| Minimum | 1253 |
|---|---|
| 5-th percentile | 1543.9 |
| Q1 | 2387 |
| median | 3148 |
| Q3 | 3536 |
| 95-th percentile | 4998.1 |
| Maximum | 6145 |
| Range | 4892 |
| Interquartile range (IQR) | 1149 |
Descriptive statistics
| Standard deviation | 1142.7458 |
|---|---|
| Coefficient of variation (CV) | 0.36086288 |
| Kurtosis | 0.5844773 |
| Mean | 3166.7037 |
| Median Absolute Deviation (MAD) | 636 |
| Skewness | 0.59395329 |
| Sum | 85501 |
| Variance | 1305868 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=27)
| Value | Count | Frequency (%) |
| 1253 | 1 | 3.7% |
| 1477 | 1 | 3.7% |
| 6145 | 1 | 3.7% |
| 5098 | 1 | 3.7% |
| 4765 | 1 | 3.7% |
| 4708 | 1 | 3.7% |
| 4156 | 1 | 3.7% |
| 3784 | 1 | 3.7% |
| 3526 | 1 | 3.7% |
| 3400 | 1 | 3.7% |
| Other values (17) | 17 |
| Value | Count | Frequency (%) |
| 1253 | 1 | |
| 1477 | 1 | |
| 1700 | 1 | |
| 1824 | 1 | |
| 1977 | 1 | |
| 2102 | 1 | |
| 2281 | 1 | |
| 2493 | 1 | |
| 2786 | 1 | |
| 2871 | 1 |
| Value | Count | Frequency (%) |
| 6145 | 1 | |
| 5098 | 1 | |
| 4765 | 1 | |
| 4708 | 1 | |
| 4156 | 1 | |
| 3784 | 1 | |
| 3546 | 1 | |
| 3526 | 1 | |
| 3509 | 1 | |
| 3400 | 1 |
지역난방_냉방빌딩수
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 27 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 773 |
| Minimum | 60 |
|---|---|
| Maximum | 2653 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 375.0 B |
Quantile statistics
| Minimum | 60 |
|---|---|
| 5-th percentile | 119.5 |
| Q1 | 314.5 |
| median | 492 |
| Q3 | 982.5 |
| 95-th percentile | 2320.2 |
| Maximum | 2653 |
| Range | 2593 |
| Interquartile range (IQR) | 668 |
Descriptive statistics
| Standard deviation | 714.68993 |
|---|---|
| Coefficient of variation (CV) | 0.92456653 |
| Kurtosis | 1.2973586 |
| Mean | 773 |
| Median Absolute Deviation (MAD) | 281 |
| Skewness | 1.4645561 |
| Sum | 20871 |
| Variance | 510781.69 |
| Monotonicity | Strictly increasing |
Histogram with fixed size bins (bins=27)
| Value | Count | Frequency (%) |
| 60 | 1 | 3.7% |
| 106 | 1 | 3.7% |
| 2653 | 1 | 3.7% |
| 2418 | 1 | 3.7% |
| 2092 | 1 | 3.7% |
| 1756 | 1 | 3.7% |
| 1498 | 1 | 3.7% |
| 1139 | 1 | 3.7% |
| 1049 | 1 | 3.7% |
| 916 | 1 | 3.7% |
| Other values (17) | 17 |
| Value | Count | Frequency (%) |
| 60 | 1 | |
| 106 | 1 | |
| 151 | 1 | |
| 175 | 1 | |
| 211 | 1 | |
| 231 | 1 | |
| 278 | 1 | |
| 351 | 1 | |
| 391 | 1 | |
| 403 | 1 |
| Value | Count | Frequency (%) |
| 2653 | 1 | |
| 2418 | 1 | |
| 2092 | 1 | |
| 1756 | 1 | |
| 1498 | 1 | |
| 1139 | 1 | |
| 1049 | 1 | |
| 916 | 1 | |
| 802 | 1 | |
| 692 | 1 |
산업단지_업체수
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 27 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 667.55556 |
| Minimum | 463 |
|---|---|
| Maximum | 908 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 375.0 B |
Quantile statistics
| Minimum | 463 |
|---|---|
| 5-th percentile | 470.5 |
| Q1 | 543.5 |
| median | 672 |
| Q3 | 774 |
| 95-th percentile | 869.1 |
| Maximum | 908 |
| Range | 445 |
| Interquartile range (IQR) | 230.5 |
Descriptive statistics
| Standard deviation | 145.66144 |
|---|---|
| Coefficient of variation (CV) | 0.21820123 |
| Kurtosis | -1.3007297 |
| Mean | 667.55556 |
| Median Absolute Deviation (MAD) | 113 |
| Skewness | 0.088971559 |
| Sum | 18024 |
| Variance | 21217.256 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=27)
| Value | Count | Frequency (%) |
| 463 | 1 | 3.7% |
| 474 | 1 | 3.7% |
| 908 | 1 | 3.7% |
| 867 | 1 | 3.7% |
| 870 | 1 | 3.7% |
| 862 | 1 | 3.7% |
| 866 | 1 | 3.7% |
| 835 | 1 | 3.7% |
| 779 | 1 | 3.7% |
| 769 | 1 | 3.7% |
| Other values (17) | 17 |
| Value | Count | Frequency (%) |
| 463 | 1 | |
| 469 | 1 | |
| 474 | 1 | |
| 480 | 1 | |
| 484 | 1 | |
| 500 | 1 | |
| 528 | 1 | |
| 559 | 1 | |
| 563 | 1 | |
| 582 | 1 |
| Value | Count | Frequency (%) |
| 908 | 1 | |
| 870 | 1 | |
| 867 | 1 | |
| 866 | 1 | |
| 862 | 1 | |
| 835 | 1 | |
| 779 | 1 | |
| 769 | 1 | |
| 768 | 1 | |
| 718 | 1 |
병행_주택수(천세대)
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 11 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 16 |
| Missing (%) | 59.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 80.545455 |
| Minimum | 65 |
|---|---|
| Maximum | 98 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 375.0 B |
Quantile statistics
| Minimum | 65 |
|---|---|
| 5-th percentile | 65.5 |
| Q1 | 70.5 |
| median | 76 |
| Q3 | 91.5 |
| 95-th percentile | 97.5 |
| Maximum | 98 |
| Range | 33 |
| Interquartile range (IQR) | 21 |
Descriptive statistics
| Standard deviation | 12.4849 |
|---|---|
| Coefficient of variation (CV) | 0.1550044 |
| Kurtosis | -1.6612311 |
| Mean | 80.545455 |
| Median Absolute Deviation (MAD) | 10 |
| Skewness | 0.22858361 |
| Sum | 886 |
| Variance | 155.87273 |
| Monotonicity | Strictly increasing |
Histogram with fixed size bins (bins=11)
| Value | Count | Frequency (%) |
| 65 | 1 | 3.7% |
| 66 | 1 | 3.7% |
| 69 | 1 | 3.7% |
| 72 | 1 | 3.7% |
| 75 | 1 | 3.7% |
| 76 | 1 | 3.7% |
| 85 | 1 | 3.7% |
| 89 | 1 | 3.7% |
| 94 | 1 | 3.7% |
| 97 | 1 | 3.7% |
| (Missing) | 16 |
| Value | Count | Frequency (%) |
| 65 | 1 | |
| 66 | 1 | |
| 69 | 1 | |
| 72 | 1 | |
| 75 | 1 | |
| 76 | 1 | |
| 85 | 1 | |
| 89 | 1 | |
| 94 | 1 | |
| 97 | 1 |
| Value | Count | Frequency (%) |
| 98 | 1 | |
| 97 | 1 | |
| 94 | 1 | |
| 89 | 1 | |
| 85 | 1 | |
| 76 | 1 | |
| 75 | 1 | |
| 72 | 1 | |
| 69 | 1 | |
| 66 | 1 |
병행_난방빌딩수
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 8 |
|---|---|
| Distinct (%) | 72.7% |
| Missing | 16 |
| Missing (%) | 59.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 59.909091 |
| Minimum | 26 |
|---|---|
| Maximum | 106 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 375.0 B |
Quantile statistics
| Minimum | 26 |
|---|---|
| 5-th percentile | 26 |
| Q1 | 39.5 |
| median | 53 |
| Q3 | 83 |
| 95-th percentile | 106 |
| Maximum | 106 |
| Range | 80 |
| Interquartile range (IQR) | 43.5 |
Descriptive statistics
| Standard deviation | 30.088053 |
|---|---|
| Coefficient of variation (CV) | 0.5022285 |
| Kurtosis | -1.1729918 |
| Mean | 59.909091 |
| Median Absolute Deviation (MAD) | 20 |
| Skewness | 0.59395137 |
| Sum | 659 |
| Variance | 905.29091 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=8)
| Value | Count | Frequency (%) |
| 26 | 2 | 7.4% |
| 42 | 2 | 7.4% |
| 106 | 2 | 7.4% |
| 37 | 1 | 3.7% |
| 55 | 1 | 3.7% |
| 53 | 1 | 3.7% |
| 73 | 1 | 3.7% |
| 93 | 1 | 3.7% |
| (Missing) | 16 |
| Value | Count | Frequency (%) |
| 26 | 2 | |
| 37 | 1 | |
| 42 | 2 | |
| 53 | 1 | |
| 55 | 1 | |
| 73 | 1 | |
| 93 | 1 | |
| 106 | 2 |
| Value | Count | Frequency (%) |
| 106 | 2 | |
| 93 | 1 | |
| 73 | 1 | |
| 55 | 1 | |
| 53 | 1 | |
| 42 | 2 | |
| 37 | 1 | |
| 26 | 2 |
병행_냉방빌딩수
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 11 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 16 |
| Missing (%) | 59.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 21.818182 |
| Minimum | 4 |
|---|---|
| Maximum | 49 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 375.0 B |
Quantile statistics
| Minimum | 4 |
|---|---|
| 5-th percentile | 4.5 |
| Q1 | 8.5 |
| median | 12 |
| Q3 | 34.5 |
| 95-th percentile | 47 |
| Maximum | 49 |
| Range | 45 |
| Interquartile range (IQR) | 26 |
Descriptive statistics
| Standard deviation | 16.785817 |
|---|---|
| Coefficient of variation (CV) | 0.76934992 |
| Kurtosis | -1.4711305 |
| Mean | 21.818182 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | 0.5158271 |
| Sum | 240 |
| Variance | 281.76364 |
| Monotonicity | Strictly increasing |
Histogram with fixed size bins (bins=11)
| Value | Count | Frequency (%) |
| 4 | 1 | 3.7% |
| 5 | 1 | 3.7% |
| 8 | 1 | 3.7% |
| 9 | 1 | 3.7% |
| 11 | 1 | 3.7% |
| 12 | 1 | 3.7% |
| 28 | 1 | 3.7% |
| 32 | 1 | 3.7% |
| 37 | 1 | 3.7% |
| 45 | 1 | 3.7% |
| (Missing) | 16 |
| Value | Count | Frequency (%) |
| 4 | 1 | |
| 5 | 1 | |
| 8 | 1 | |
| 9 | 1 | |
| 11 | 1 | |
| 12 | 1 | |
| 28 | 1 | |
| 32 | 1 | |
| 37 | 1 | |
| 45 | 1 |
| Value | Count | Frequency (%) |
| 49 | 1 | |
| 45 | 1 | |
| 37 | 1 | |
| 32 | 1 | |
| 28 | 1 | |
| 12 | 1 | |
| 11 | 1 | |
| 9 | 1 | |
| 8 | 1 | |
| 5 | 1 |
병행_업체수
Real number (ℝ)
MISSING
| Distinct | 7 |
|---|---|
| Distinct (%) | 63.6% |
| Missing | 16 |
| Missing (%) | 59.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 70.545455 |
| Minimum | 66 |
|---|---|
| Maximum | 75 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 375.0 B |
Quantile statistics
| Minimum | 66 |
|---|---|
| 5-th percentile | 66 |
| Q1 | 69 |
| median | 71 |
| Q3 | 72.5 |
| 95-th percentile | 74 |
| Maximum | 75 |
| Range | 9 |
| Interquartile range (IQR) | 3.5 |
Descriptive statistics
| Standard deviation | 2.8762349 |
|---|---|
| Coefficient of variation (CV) | 0.040771371 |
| Kurtosis | -0.57543775 |
| Mean | 70.545455 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | -0.36550632 |
| Sum | 776 |
| Variance | 8.2727273 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=7)
| Value | Count | Frequency (%) |
| 66 | 2 | 7.4% |
| 72 | 2 | 7.4% |
| 73 | 2 | 7.4% |
| 69 | 2 | 7.4% |
| 75 | 1 | 3.7% |
| 71 | 1 | 3.7% |
| 70 | 1 | 3.7% |
| (Missing) | 16 |
| Value | Count | Frequency (%) |
| 66 | 2 | |
| 69 | 2 | |
| 70 | 1 | |
| 71 | 1 | |
| 72 | 2 | |
| 73 | 2 | |
| 75 | 1 |
| Value | Count | Frequency (%) |
| 75 | 1 | |
| 73 | 2 | |
| 72 | 2 | |
| 71 | 1 | |
| 70 | 1 | |
| 69 | 2 | |
| 66 | 2 |
국내_총_주택_수(천호)
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 27 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 14176.148 |
| Minimum | 9570 |
|---|---|
| Maximum | 18812 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 375.0 B |
Quantile statistics
| Minimum | 9570 |
|---|---|
| 5-th percentile | 10267.2 |
| Q1 | 12125 |
| median | 14168 |
| Q3 | 16178 |
| 95-th percentile | 18406.3 |
| Maximum | 18812 |
| Range | 9242 |
| Interquartile range (IQR) | 4053 |
Descriptive statistics
| Standard deviation | 2681.6725 |
|---|---|
| Coefficient of variation (CV) | 0.18916793 |
| Kurtosis | -0.99072358 |
| Mean | 14176.148 |
| Median Absolute Deviation (MAD) | 2199 |
| Skewness | 0.065005402 |
| Sum | 382756 |
| Variance | 7191367.6 |
| Monotonicity | Strictly increasing |
Histogram with fixed size bins (bins=27)
| Value | Count | Frequency (%) |
| 9570 | 1 | 3.7% |
| 10113 | 1 | 3.7% |
| 18812 | 1 | 3.7% |
| 18526 | 1 | 3.7% |
| 18127 | 1 | 3.7% |
| 17633 | 1 | 3.7% |
| 17123 | 1 | 3.7% |
| 16692 | 1 | 3.7% |
| 16367 | 1 | 3.7% |
| 15989 | 1 | 3.7% |
| Other values (17) | 17 |
| Value | Count | Frequency (%) |
| 9570 | 1 | |
| 10113 | 1 | |
| 10627 | 1 | |
| 10827 | 1 | |
| 11181 | 1 | |
| 11472 | 1 | |
| 11892 | 1 | |
| 12358 | 1 | |
| 12669 | 1 | |
| 12987 | 1 |
| Value | Count | Frequency (%) |
| 18812 | 1 | |
| 18526 | 1 | |
| 18127 | 1 | |
| 17633 | 1 | |
| 17123 | 1 | |
| 16692 | 1 | |
| 16367 | 1 | |
| 15989 | 1 | |
| 15628 | 1 | |
| 15306 | 1 |
보급율
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 27 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 12.354074 |
| Minimum | 5.49 |
|---|---|
| Maximum | 18.74 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 375.0 B |
Quantile statistics
| Minimum | 5.49 |
|---|---|
| 5-th percentile | 6.379 |
| Q1 | 9.315 |
| median | 12.25 |
| Q3 | 15.14 |
| 95-th percentile | 18.227 |
| Maximum | 18.74 |
| Range | 13.25 |
| Interquartile range (IQR) | 5.825 |
Descriptive statistics
| Standard deviation | 3.9558615 |
|---|---|
| Coefficient of variation (CV) | 0.32020704 |
| Kurtosis | -1.140351 |
| Mean | 12.354074 |
| Median Absolute Deviation (MAD) | 2.93 |
| Skewness | -0.0095154055 |
| Sum | 333.56 |
| Variance | 15.64884 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=27)
| Value | Count | Frequency (%) |
| 5.49 | 1 | 3.7% |
| 6.13 | 1 | 3.7% |
| 18.74 | 1 | 3.7% |
| 18.35 | 1 | 3.7% |
| 17.94 | 1 | 3.7% |
| 17.61 | 1 | 3.7% |
| 16.92 | 1 | 3.7% |
| 16.14 | 1 | 3.7% |
| 15.18 | 1 | 3.7% |
| 15.1 | 1 | 3.7% |
| Other values (17) | 17 |
| Value | Count | Frequency (%) |
| 5.49 | 1 | |
| 6.13 | 1 | |
| 6.96 | 1 | |
| 7.75 | 1 | |
| 8.16 | 1 | |
| 8.54 | 1 | |
| 9.11 | 1 | |
| 9.52 | 1 | |
| 9.87 | 1 | |
| 10.29 | 1 |
| Value | Count | Frequency (%) |
| 18.74 | 1 | |
| 18.35 | 1 | |
| 17.94 | 1 | |
| 17.61 | 1 | |
| 16.92 | 1 | |
| 16.14 | 1 | |
| 15.18 | 1 | |
| 15.1 | 1 | |
| 14.76 | 1 | |
| 14.51 | 1 |
| 연도 | 지역난방_주택수(천세대) | 지역난방_난방빌딩수 | 지역난방_냉방빌딩수 | 산업단지_업체수 | 병행_주택수(천세대) | 병행_난방빌딩수 | 병행_냉방빌딩수 | 병행_업체수 | 국내_총_주택_수(천호) | 보급율 | |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 연도 | 1.000 | 0.985 | 0.932 | 0.866 | 0.922 | 0.975 | 0.746 | 0.922 | 0.906 | 0.967 | 0.966 |
| 지역난방_주택수(천세대) | 0.985 | 1.000 | 0.884 | 0.919 | 0.894 | 0.891 | 0.793 | 0.895 | 0.872 | 0.957 | 0.995 |
| 지역난방_난방빌딩수 | 0.932 | 0.884 | 1.000 | 0.785 | 0.743 | 0.000 | 0.000 | 0.405 | 0.815 | 0.784 | 0.843 |
| 지역난방_냉방빌딩수 | 0.866 | 0.919 | 0.785 | 1.000 | 0.739 | 0.924 | 0.954 | 1.000 | 0.736 | 0.820 | 0.854 |
| 산업단지_업체수 | 0.922 | 0.894 | 0.743 | 0.739 | 1.000 | 0.336 | 0.405 | 0.000 | 0.607 | 0.872 | 0.822 |
| 병행_주택수(천세대) | 0.975 | 0.891 | 0.000 | 0.924 | 0.336 | 1.000 | 1.000 | 1.000 | 0.775 | 0.849 | 0.960 |
| 병행_난방빌딩수 | 0.746 | 0.793 | 0.000 | 0.954 | 0.405 | 1.000 | 1.000 | 0.922 | 0.819 | 0.768 | 0.655 |
| 병행_냉방빌딩수 | 0.922 | 0.895 | 0.405 | 1.000 | 0.000 | 1.000 | 0.922 | 1.000 | 0.451 | 0.715 | 0.891 |
| 병행_업체수 | 0.906 | 0.872 | 0.815 | 0.736 | 0.607 | 0.775 | 0.819 | 0.451 | 1.000 | 0.511 | 0.916 |
| 국내_총_주택_수(천호) | 0.967 | 0.957 | 0.784 | 0.820 | 0.872 | 0.849 | 0.768 | 0.715 | 0.511 | 1.000 | 0.967 |
| 보급율 | 0.966 | 0.995 | 0.843 | 0.854 | 0.822 | 0.960 | 0.655 | 0.891 | 0.916 | 0.967 | 1.000 |
| 연도 | 지역난방_주택수(천세대) | 지역난방_난방빌딩수 | 지역난방_냉방빌딩수 | 산업단지_업체수 | 병행_주택수(천세대) | 병행_난방빌딩수 | 병행_냉방빌딩수 | 병행_업체수 | 국내_총_주택_수(천호) | 보급율 | |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 연도 | 1.000 | 1.000 | 0.988 | 1.000 | 0.986 | 1.000 | 0.938 | 1.000 | 0.092 | 1.000 | 0.999 |
| 지역난방_주택수(천세대) | 1.000 | 1.000 | 0.988 | 1.000 | 0.986 | 1.000 | 0.938 | 1.000 | 0.092 | 1.000 | 0.999 |
| 지역난방_난방빌딩수 | 0.988 | 0.988 | 1.000 | 0.988 | 0.983 | 0.973 | 0.874 | 0.973 | -0.050 | 0.988 | 0.985 |
| 지역난방_냉방빌딩수 | 1.000 | 1.000 | 0.988 | 1.000 | 0.986 | 1.000 | 0.938 | 1.000 | 0.092 | 1.000 | 0.999 |
| 산업단지_업체수 | 0.986 | 0.986 | 0.983 | 0.986 | 1.000 | 0.982 | 0.906 | 0.982 | 0.110 | 0.986 | 0.985 |
| 병행_주택수(천세대) | 1.000 | 1.000 | 0.973 | 1.000 | 0.982 | 1.000 | 0.938 | 1.000 | 0.092 | 1.000 | 0.991 |
| 병행_난방빌딩수 | 0.938 | 0.938 | 0.874 | 0.938 | 0.906 | 0.938 | 1.000 | 0.938 | 0.143 | 0.938 | 0.938 |
| 병행_냉방빌딩수 | 1.000 | 1.000 | 0.973 | 1.000 | 0.982 | 1.000 | 0.938 | 1.000 | 0.092 | 1.000 | 0.991 |
| 병행_업체수 | 0.092 | 0.092 | -0.050 | 0.092 | 0.110 | 0.092 | 0.143 | 0.092 | 1.000 | 0.092 | 0.092 |
| 국내_총_주택_수(천호) | 1.000 | 1.000 | 0.988 | 1.000 | 0.986 | 1.000 | 0.938 | 1.000 | 0.092 | 1.000 | 0.999 |
| 보급율 | 0.999 | 0.999 | 0.985 | 0.999 | 0.985 | 0.991 | 0.938 | 0.991 | 0.092 | 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.
The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.
| 연도 | 지역난방_주택수(천세대) | 지역난방_난방빌딩수 | 지역난방_냉방빌딩수 | 산업단지_업체수 | 병행_주택수(천세대) | 병행_난방빌딩수 | 병행_냉방빌딩수 | 병행_업체수 | 국내_총_주택_수(천호) | 보급율 | |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1995 | 525 | 1253 | 60 | 463 | <NA> | <NA> | <NA> | <NA> | 9570 | 5.49 |
| 1 | 1996 | 620 | 1477 | 106 | 474 | <NA> | <NA> | <NA> | <NA> | 10113 | 6.13 |
| 2 | 1997 | 740 | 1700 | 151 | 480 | <NA> | <NA> | <NA> | <NA> | 10627 | 6.96 |
| 3 | 1998 | 839 | 1824 | 175 | 469 | <NA> | <NA> | <NA> | <NA> | 10827 | 7.75 |
| 4 | 1999 | 912 | 1977 | 211 | 484 | <NA> | <NA> | <NA> | <NA> | 11181 | 8.16 |
| 5 | 2000 | 980 | 2102 | 231 | 500 | <NA> | <NA> | <NA> | <NA> | 11472 | 8.54 |
| 6 | 2001 | 1083 | 2281 | 278 | 559 | <NA> | <NA> | <NA> | <NA> | 11892 | 9.11 |
| 7 | 2002 | 1177 | 2493 | 351 | 563 | <NA> | <NA> | <NA> | <NA> | 12358 | 9.52 |
| 8 | 2003 | 1251 | 2786 | 391 | 528 | <NA> | <NA> | <NA> | <NA> | 12669 | 9.87 |
| 9 | 2004 | 1337 | 2871 | 403 | 582 | <NA> | <NA> | <NA> | <NA> | 12987 | 10.29 |
| 연도 | 지역난방_주택수(천세대) | 지역난방_난방빌딩수 | 지역난방_냉방빌딩수 | 산업단지_업체수 | 병행_주택수(천세대) | 병행_난방빌딩수 | 병행_냉방빌딩수 | 병행_업체수 | 국내_총_주택_수(천호) | 보급율 | |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 17 | 2012 | 2153 | 3509 | 692 | 689 | 66 | 26 | 5 | 66 | 15306 | 14.5 |
| 18 | 2013 | 2238 | 3357 | 802 | 768 | 69 | 37 | 8 | 72 | 15628 | 14.76 |
| 19 | 2014 | 2344 | 3400 | 916 | 769 | 72 | 55 | 9 | 75 | 15989 | 15.1 |
| 20 | 2015 | 2410 | 3526 | 1049 | 779 | 75 | 42 | 11 | 71 | 16367 | 15.18 |
| 21 | 2016 | 2618 | 3784 | 1139 | 835 | 76 | 42 | 12 | 73 | 16692 | 16.14 |
| 22 | 2017 | 2812 | 4156 | 1498 | 866 | 85 | 53 | 28 | 73 | 17123 | 16.92 |
| 23 | 2018 | 3017 | 4708 | 1756 | 862 | 89 | 73 | 32 | 72 | 17633 | 17.61 |
| 24 | 2019 | 3158 | 4765 | 2092 | 870 | 94 | 93 | 37 | 69 | 18127 | 17.94 |
| 25 | 2020 | 3303 | 5098 | 2418 | 867 | 97 | 106 | 45 | 69 | 18526 | 18.35 |
| 26 | 2021 | 3427 | 6145 | 2653 | 908 | 98 | 106 | 49 | 70 | 18812 | 18.74 |