Dataset statistics
Number of variables | 6 |
---|---|
Number of observations | 27 |
Missing cells | 16 |
Missing cells (%) | 9.9% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 1.6 KiB |
Average record size in memory | 58.9 B |
Variable types
Numeric | 6 |
---|
Dataset
Description | "95년부터 "21년도의 연도별 유형별 집단에너지 연료사용량 정보로, 지역냉난방, 산업단지, 병행사업자의 연료 등의 내용을 제공합니다. -연도,지역난방_연료사용량(TOE),산업단지_연료사용량(TOE),병행_연료사용량(TOE),국내_에너지_총사용량(천TOE),집단에너지_부문_에너지_사용비율(%) |
---|---|
Author | 산업통상자원부 |
URL | https://www.data.go.kr/data/15054436/fileData.do |
연도 is highly overall correlated with 지역난방_연료사용량 and 4 other fields | High correlation |
지역난방_연료사용량 is highly overall correlated with 연도 and 4 other fields | High correlation |
산업단지_연료사용량 is highly overall correlated with 연도 and 4 other fields | High correlation |
병행_연료사용량 is highly overall correlated with 연도 and 4 other fields | High correlation |
국내_에너지_총사용량 is highly overall correlated with 연도 and 4 other fields | High correlation |
집단에너지_부문_에너지_사용비율 is highly overall correlated with 연도 and 4 other fields | High correlation |
병행_연료사용량 has 16 (59.3%) missing values | Missing |
연도 has unique values | Unique |
지역난방_연료사용량 has unique values | Unique |
산업단지_연료사용량 has unique values | Unique |
국내_에너지_총사용량 has unique values | Unique |
Reproduction
Analysis started | 2023-12-12 07:08:31.031343 |
---|---|
Analysis finished | 2023-12-12 07:08:34.927991 |
Duration | 3.9 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 |
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_연료사용량
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 27 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 2957703.1 |
Minimum | 523696 |
---|---|
Maximum | 6804005 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 375.0 B |
Quantile statistics
Minimum | 523696 |
---|---|
5-th percentile | 648431.4 |
Q1 | 1757894 |
median | 2236294 |
Q3 | 4177092.5 |
95-th percentile | 6179344.9 |
Maximum | 6804005 |
Range | 6280309 |
Interquartile range (IQR) | 2419198.5 |
Descriptive statistics
Standard deviation | 1843648.2 |
---|---|
Coefficient of variation (CV) | 0.62333782 |
Kurtosis | -0.68127962 |
Mean | 2957703.1 |
Median Absolute Deviation (MAD) | 1459137 |
Skewness | 0.58667897 |
Sum | 79857984 |
Variance | 3.3990387 × 1012 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
2744016 | 1 | 3.7% |
523696 | 1 | 3.7% |
6186118 | 1 | 3.7% |
5615777 | 1 | 3.7% |
6163541 | 1 | 3.7% |
6804005 | 1 | 3.7% |
4651558 | 1 | 3.7% |
4460661 | 1 | 3.7% |
3962489 | 1 | 3.7% |
3925475 | 1 | 3.7% |
Other values (17) | 17 |
Value | Count | Frequency (%) |
523696 | 1 | |
641502 | 1 | |
664600 | 1 | |
777157 | 1 | |
1087464 | 1 | |
1539786 | 1 | |
1720088 | 1 | |
1795700 | 1 | |
1813994 | 1 | |
1816007 | 1 |
Value | Count | Frequency (%) |
6804005 | 1 | |
6186118 | 1 | |
6163541 | 1 | |
5615777 | 1 | |
4651558 | 1 | |
4460661 | 1 | |
4268752 | 1 | |
4085433 | 1 | |
3962489 | 1 | |
3925475 | 1 |
산업단지_연료사용량
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 27 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 5596731.6 |
Minimum | 1841472 |
---|---|
Maximum | 9144176 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 375.0 B |
Quantile statistics
Minimum | 1841472 |
---|---|
5-th percentile | 2519101.8 |
Q1 | 4687659 |
median | 5192929 |
Q3 | 6492943.5 |
95-th percentile | 8515109.6 |
Maximum | 9144176 |
Range | 7302704 |
Interquartile range (IQR) | 1805284.5 |
Descriptive statistics
Standard deviation | 1903242.7 |
---|---|
Coefficient of variation (CV) | 0.34006324 |
Kurtosis | -0.36858624 |
Mean | 5596731.6 |
Median Absolute Deviation (MAD) | 1217646 |
Skewness | 0.13438762 |
Sum | 1.5111175 × 108 |
Variance | 3.6223327 × 1012 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
1841472 | 1 | 3.7% |
2232468 | 1 | 3.7% |
9144176 | 1 | 3.7% |
8269457 | 1 | 3.7% |
8546303 | 1 | 3.7% |
8442325 | 1 | 3.7% |
8325386 | 1 | 3.7% |
7691621 | 1 | 3.7% |
6410575 | 1 | 3.7% |
6206670 | 1 | 3.7% |
Other values (17) | 17 |
Value | Count | Frequency (%) |
1841472 | 1 | |
2232468 | 1 | |
3187914 | 1 | |
3600456 | 1 | |
3918818 | 1 | |
4515971 | 1 | |
4670027 | 1 | |
4705291 | 1 | |
4833116 | 1 | |
4844271 | 1 |
Value | Count | Frequency (%) |
9144176 | 1 | |
8546303 | 1 | |
8442325 | 1 | |
8325386 | 1 | |
8269457 | 1 | |
7691621 | 1 | |
6559034 | 1 | |
6426853 | 1 | |
6410575 | 1 | |
6206670 | 1 |
병행_연료사용량
Real number (ℝ)
HIGH CORRELATION
  MISSING
 
Distinct | 11 |
---|---|
Distinct (%) | 100.0% |
Missing | 16 |
Missing (%) | 59.3% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 846105.45 |
Minimum | 232572 |
---|---|
Maximum | 1368913 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 375.0 B |
Quantile statistics
Minimum | 232572 |
---|---|
5-th percentile | 232589 |
Q1 | 284143.5 |
median | 1261800 |
Q3 | 1347985.5 |
95-th percentile | 1363659 |
Maximum | 1368913 |
Range | 1136341 |
Interquartile range (IQR) | 1063842 |
Descriptive statistics
Standard deviation | 552500.36 |
---|---|
Coefficient of variation (CV) | 0.65299231 |
Kurtosis | -2.4115327 |
Mean | 846105.45 |
Median Absolute Deviation (MAD) | 107113 |
Skewness | -0.20652053 |
Sum | 9307160 |
Variance | 3.0525664 × 1011 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
232606 | 1 | 3.7% |
232572 | 1 | 3.7% |
319814 | 1 | 3.7% |
289613 | 1 | 3.7% |
278674 | 1 | 3.7% |
1261800 | 1 | 3.7% |
1368913 | 1 | 3.7% |
1340741 | 1 | 3.7% |
1355230 | 1 | 3.7% |
1268792 | 1 | 3.7% |
(Missing) | 16 |
Value | Count | Frequency (%) |
232572 | 1 | |
232606 | 1 | |
278674 | 1 | |
289613 | 1 | |
319814 | 1 | |
1261800 | 1 | |
1268792 | 1 | |
1340741 | 1 | |
1355230 | 1 | |
1358405 | 1 |
Value | Count | Frequency (%) |
1368913 | 1 | |
1358405 | 1 | |
1355230 | 1 | |
1340741 | 1 | |
1268792 | 1 | |
1261800 | 1 | |
319814 | 1 | |
289613 | 1 | |
278674 | 1 | |
232606 | 1 |
국내_에너지_총사용량
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 27 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 241833.59 |
Minimum | 150437 |
---|---|
Maximum | 306123 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 375.0 B |
Quantile statistics
Minimum | 150437 |
---|---|
5-th percentile | 165428 |
Q1 | 203522.5 |
median | 240752 |
Q3 | 284050.5 |
95-th percentile | 304815.2 |
Maximum | 306123 |
Range | 155686 |
Interquartile range (IQR) | 80528 |
Descriptive statistics
Standard deviation | 49221.54 |
---|---|
Coefficient of variation (CV) | 0.20353475 |
Kurtosis | -1.2135416 |
Mean | 241833.59 |
Median Absolute Deviation (MAD) | 42343 |
Skewness | -0.28741741 |
Sum | 6529507 |
Variance | 2.42276 × 109 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
150437 | 1 | 3.7% |
165212 | 1 | 3.7% |
305252 | 1 | 3.7% |
290835 | 1 | 3.7% |
303796 | 1 | 3.7% |
306123 | 1 | 3.7% |
301088 | 1 | 3.7% |
295678 | 1 | 3.7% |
286181 | 1 | 3.7% |
281920 | 1 | 3.7% |
Other values (17) | 17 |
Value | Count | Frequency (%) |
150437 | 1 | |
165212 | 1 | |
165932 | 1 | |
180638 | 1 | |
181363 | 1 | |
192887 | 1 | |
198409 | 1 | |
208636 | 1 | |
215067 | 1 | |
220238 | 1 |
Value | Count | Frequency (%) |
306123 | 1 | |
305252 | 1 | |
303796 | 1 | |
301088 | 1 | |
295678 | 1 | |
290835 | 1 | |
286181 | 1 | |
281920 | 1 | |
280165 | 1 | |
277646 | 1 |
집단에너지_부문_에너지_사용비율
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 26 |
---|---|
Distinct (%) | 96.3% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 3.5203704 |
Minimum | 1.67 |
---|---|
Maximum | 5.47 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 375.0 B |
Quantile statistics
Minimum | 1.67 |
---|---|
5-th percentile | 2.248 |
Q1 | 2.825 |
median | 3.26 |
Q3 | 3.925 |
95-th percentile | 5.381 |
Maximum | 5.47 |
Range | 3.8 |
Interquartile range (IQR) | 1.1 |
Descriptive statistics
Standard deviation | 1.0301922 |
---|---|
Coefficient of variation (CV) | 0.29263745 |
Kurtosis | -0.39683005 |
Mean | 3.5203704 |
Median Absolute Deviation (MAD) | 0.48 |
Skewness | 0.60650377 |
Sum | 95.05 |
Variance | 1.061296 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
2.98 | 2 | 7.4% |
3.05 | 1 | 3.7% |
2.77 | 1 | 3.7% |
5.47 | 1 | 3.7% |
5.21 | 1 | 3.7% |
5.29 | 1 | 3.7% |
5.42 | 1 | 3.7% |
4.76 | 1 | 3.7% |
4.82 | 1 | 3.7% |
3.72 | 1 | 3.7% |
Other values (16) | 16 |
Value | Count | Frequency (%) |
1.67 | 1 | |
2.11 | 1 | |
2.57 | 1 | |
2.59 | 1 | |
2.77 | 1 | |
2.78 | 1 | |
2.8 | 1 | |
2.85 | 1 | |
2.98 | 2 | |
3.05 | 1 |
Value | Count | Frequency (%) |
5.47 | 1 | |
5.42 | 1 | |
5.29 | 1 | |
5.21 | 1 | |
4.82 | 1 | |
4.76 | 1 | |
3.98 | 1 | |
3.87 | 1 | |
3.72 | 1 | |
3.7 | 1 |
연도 | 지역난방_연료사용량 | 산업단지_연료사용량 | 병행_연료사용량 | 국내_에너지_총사용량 | 집단에너지_부문_에너지_사용비율 | |
---|---|---|---|---|---|---|
연도 | 1.000 | 0.891 | 0.794 | 1.000 | 0.884 | 0.822 |
지역난방_연료사용량 | 0.891 | 1.000 | 0.824 | 1.000 | 0.960 | 0.835 |
산업단지_연료사용량 | 0.794 | 0.824 | 1.000 | 1.000 | 0.904 | 0.962 |
병행_연료사용량 | 1.000 | 1.000 | 1.000 | 1.000 | 0.933 | 1.000 |
국내_에너지_총사용량 | 0.884 | 0.960 | 0.904 | 0.933 | 1.000 | 0.877 |
집단에너지_부문_에너지_사용비율 | 0.822 | 0.835 | 0.962 | 1.000 | 0.877 | 1.000 |
연도 | 지역난방_연료사용량 | 산업단지_연료사용량 | 병행_연료사용량 | 국내_에너지_총사용량 | 집단에너지_부문_에너지_사용비율 | |
---|---|---|---|---|---|---|
연도 | 1.000 | 0.915 | 0.893 | 0.836 | 0.991 | 0.811 |
지역난방_연료사용량 | 0.915 | 1.000 | 0.827 | 0.818 | 0.916 | 0.844 |
산업단지_연료사용량 | 0.893 | 0.827 | 1.000 | 0.882 | 0.894 | 0.940 |
병행_연료사용량 | 0.836 | 0.818 | 0.882 | 1.000 | 0.864 | 0.791 |
국내_에너지_총사용량 | 0.991 | 0.916 | 0.894 | 0.864 | 1.000 | 0.810 |
집단에너지_부문_에너지_사용비율 | 0.811 | 0.844 | 0.940 | 0.791 | 0.810 | 1.000 |
연도 | 지역난방_연료사용량 | 산업단지_연료사용량 | 병행_연료사용량 | 국내_에너지_총사용량 | 집단에너지_부문_에너지_사용비율 | |
---|---|---|---|---|---|---|
0 | 1995 | 2744016 | 1841472 | <NA> | 150437 | 3.05 |
1 | 1996 | 523696 | 2232468 | <NA> | 165212 | 1.67 |
2 | 1997 | 641502 | 3187914 | <NA> | 180638 | 2.11 |
3 | 1998 | 664600 | 3600456 | <NA> | 165932 | 2.57 |
4 | 1999 | 777157 | 3918818 | <NA> | 181363 | 2.59 |
5 | 2000 | 1087464 | 4844271 | <NA> | 192887 | 3.07 |
6 | 2001 | 1539786 | 5357959 | <NA> | 198409 | 3.48 |
7 | 2002 | 1720088 | 5192929 | <NA> | 208636 | 3.31 |
8 | 2003 | 1813994 | 5202116 | <NA> | 215067 | 3.26 |
9 | 2004 | 1795700 | 5040968 | <NA> | 220238 | 3.1 |
연도 | 지역난방_연료사용량 | 산업단지_연료사용량 | 병행_연료사용량 | 국내_에너지_총사용량 | 집단에너지_부문_에너지_사용비율 | |
---|---|---|---|---|---|---|
17 | 2012 | 4085433 | 6426853 | 232572 | 277646 | 3.87 |
18 | 2013 | 4268752 | 6559034 | 319814 | 280165 | 3.98 |
19 | 2014 | 3925475 | 6206670 | 289613 | 281920 | 3.7 |
20 | 2015 | 3962489 | 6410575 | 278674 | 286181 | 3.72 |
21 | 2016 | 4460661 | 7691621 | 1261800 | 295678 | 4.82 |
22 | 2017 | 4651558 | 8325386 | 1368913 | 301088 | 4.76 |
23 | 2018 | 6804005 | 8442325 | 1340741 | 306123 | 5.42 |
24 | 2019 | 6163541 | 8546303 | 1355230 | 303796 | 5.29 |
25 | 2020 | 5615777 | 8269457 | 1268792 | 290835 | 5.21 |
26 | 2021 | 6186118 | 9144176 | 1358405 | 305252 | 5.47 |