Dataset statistics
Number of variables | 8 |
---|---|
Number of observations | 27 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 2.0 KiB |
Average record size in memory | 76.9 B |
Variable types
Numeric | 8 |
---|
Dataset
Description | 국내 무연탄 수급에 대한 데이터로, 국내에서 생산된 석탄(무연탄)의 연도별 생산, 소비, 재고 등 수급 동향 정보 제공 |
---|---|
URL | https://www.data.go.kr/data/15052387/fileData.do |
연도 is highly overall correlated with 생산(천톤) and 5 other fields | High correlation |
생산(천톤) is highly overall correlated with 연도 and 5 other fields | High correlation |
소비(천톤) is highly overall correlated with 연도 and 6 other fields | High correlation |
연탄용소비(천톤) is highly overall correlated with 소비(천톤) | High correlation |
발전용소비(천톤) is highly overall correlated with 연도 and 5 other fields | High correlation |
산업용소비(천톤) is highly overall correlated with 연도 and 5 other fields | High correlation |
재고(천톤) is highly overall correlated with 연도 and 5 other fields | High correlation |
정부비축(천톤) is highly overall correlated with 연도 and 5 other fields | High correlation |
연도 has unique values | Unique |
소비(천톤) has unique values | Unique |
연탄용소비(천톤) has unique values | Unique |
재고(천톤) has unique values | Unique |
산업용소비(천톤) has 13 (48.1%) zeros | Zeros |
Reproduction
Analysis started | 2023-12-12 20:50:36.298193 |
---|---|
Analysis finished | 2023-12-12 20:50:43.909252 |
Duration | 7.61 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 | 2009 |
Minimum | 1996 |
---|---|
Maximum | 2022 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 375.0 B |
Quantile statistics
Minimum | 1996 |
---|---|
5-th percentile | 1997.3 |
Q1 | 2002.5 |
median | 2009 |
Q3 | 2015.5 |
95-th percentile | 2020.7 |
Maximum | 2022 |
Range | 26 |
Interquartile range (IQR) | 13 |
Descriptive statistics
Standard deviation | 7.9372539 |
---|---|
Coefficient of variation (CV) | 0.0039508481 |
Kurtosis | -1.2 |
Mean | 2009 |
Median Absolute Deviation (MAD) | 7 |
Skewness | 0 |
Sum | 54243 |
Variance | 63 |
Monotonicity | Strictly increasing |
Value | Count | Frequency (%) |
1996 | 1 | 3.7% |
1997 | 1 | 3.7% |
2022 | 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% |
Other values (17) | 17 |
Value | Count | Frequency (%) |
1996 | 1 | |
1997 | 1 | |
1998 | 1 | |
1999 | 1 | |
2000 | 1 | |
2001 | 1 | |
2002 | 1 | |
2003 | 1 | |
2004 | 1 | |
2005 | 1 |
Value | Count | Frequency (%) |
2022 | 1 | |
2021 | 1 | |
2020 | 1 | |
2019 | 1 | |
2018 | 1 | |
2017 | 1 | |
2016 | 1 | |
2015 | 1 | |
2014 | 1 | |
2013 | 1 |
생산(천톤)
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 26 |
---|---|
Distinct (%) | 96.3% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 2572.3704 |
Minimum | 820 |
---|---|
Maximum | 4951 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 375.0 B |
Quantile statistics
Minimum | 820 |
---|---|
5-th percentile | 934.3 |
Q1 | 1737 |
median | 2519 |
Q3 | 3308.5 |
95-th percentile | 4468.1 |
Maximum | 4951 |
Range | 4131 |
Interquartile range (IQR) | 1571.5 |
Descriptive statistics
Standard deviation | 1207.8995 |
---|---|
Coefficient of variation (CV) | 0.46956671 |
Kurtosis | -0.9301118 |
Mean | 2572.3704 |
Median Absolute Deviation (MAD) | 793 |
Skewness | 0.33701115 |
Sum | 69454 |
Variance | 1459021.2 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
2084 | 2 | 7.4% |
4951 | 1 | 3.7% |
820 | 1 | 3.7% |
898 | 1 | 3.7% |
1019 | 1 | 3.7% |
1084 | 1 | 3.7% |
1202 | 1 | 3.7% |
1485 | 1 | 3.7% |
1726 | 1 | 3.7% |
1764 | 1 | 3.7% |
Other values (16) | 16 |
Value | Count | Frequency (%) |
820 | 1 | |
898 | 1 | |
1019 | 1 | |
1084 | 1 | |
1202 | 1 | |
1485 | 1 | |
1726 | 1 | |
1748 | 1 | |
1764 | 1 | |
1815 | 1 |
Value | Count | Frequency (%) |
4951 | 1 | |
4514 | 1 | |
4361 | 1 | |
4197 | 1 | |
4150 | 1 | |
3817 | 1 | |
3318 | 1 | |
3299 | 1 | |
3191 | 1 | |
2886 | 1 |
소비(천톤)
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 27 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 2871.4444 |
Minimum | 825 |
---|---|
Maximum | 4716 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 375.0 B |
Quantile statistics
Minimum | 825 |
---|---|
5-th percentile | 866.7 |
Q1 | 1606.5 |
median | 3309 |
Q3 | 3983.5 |
95-th percentile | 4428 |
Maximum | 4716 |
Range | 3891 |
Interquartile range (IQR) | 2377 |
Descriptive statistics
Standard deviation | 1342.5119 |
---|---|
Coefficient of variation (CV) | 0.46753887 |
Kurtosis | -1.5615295 |
Mean | 2871.4444 |
Median Absolute Deviation (MAD) | 951 |
Skewness | -0.2887087 |
Sum | 77529 |
Variance | 1802338.2 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
4337 | 1 | 3.7% |
3769 | 1 | 3.7% |
825 | 1 | 3.7% |
849 | 1 | 3.7% |
908 | 1 | 3.7% |
1044 | 1 | 3.7% |
1143 | 1 | 3.7% |
1314 | 1 | 3.7% |
1495 | 1 | 3.7% |
1718 | 1 | 3.7% |
Other values (17) | 17 |
Value | Count | Frequency (%) |
825 | 1 | |
849 | 1 | |
908 | 1 | |
1044 | 1 | |
1143 | 1 | |
1314 | 1 | |
1495 | 1 | |
1718 | 1 | |
1879 | 1 | |
2240 | 1 |
Value | Count | Frequency (%) |
4716 | 1 | |
4467 | 1 | |
4337 | 1 | |
4260 | 1 | |
4254 | 1 | |
4159 | 1 | |
4026 | 1 | |
3941 | 1 | |
3886 | 1 | |
3853 | 1 |
연탄용소비(천톤)
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 27 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 1419.7037 |
Minimum | 425 |
---|---|
Maximum | 2327 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 375.0 B |
Quantile statistics
Minimum | 425 |
---|---|
5-th percentile | 466.7 |
Q1 | 1146 |
median | 1385 |
Q3 | 1888 |
95-th percentile | 2229.6 |
Maximum | 2327 |
Range | 1902 |
Interquartile range (IQR) | 742 |
Descriptive statistics
Standard deviation | 549.68346 |
---|---|
Coefficient of variation (CV) | 0.38718182 |
Kurtosis | -0.7747914 |
Mean | 1419.7037 |
Median Absolute Deviation (MAD) | 448 |
Skewness | -0.20342408 |
Sum | 38332 |
Variance | 302151.91 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
1960 | 1 | 3.7% |
1389 | 1 | 3.7% |
425 | 1 | 3.7% |
449 | 1 | 3.7% |
508 | 1 | 3.7% |
644 | 1 | 3.7% |
913 | 1 | 3.7% |
1079 | 1 | 3.7% |
1255 | 1 | 3.7% |
1473 | 1 | 3.7% |
Other values (17) | 17 |
Value | Count | Frequency (%) |
425 | 1 | |
449 | 1 | |
508 | 1 | |
644 | 1 | |
913 | 1 | |
1079 | 1 | |
1117 | 1 | |
1175 | 1 | |
1191 | 1 | |
1192 | 1 |
Value | Count | Frequency (%) |
2327 | 1 | |
2289 | 1 | |
2091 | 1 | |
2010 | 1 | |
1960 | 1 | |
1941 | 1 | |
1917 | 1 | |
1859 | 1 | |
1833 | 1 | |
1822 | 1 |
발전용소비(천톤)
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 23 |
---|---|
Distinct (%) | 85.2% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 1417.963 |
Minimum | 230 |
---|---|
Maximum | 2850 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 375.0 B |
Quantile statistics
Minimum | 230 |
---|---|
5-th percentile | 236.5 |
Q1 | 400 |
median | 1360 |
Q3 | 2403.5 |
95-th percentile | 2703.7 |
Maximum | 2850 |
Range | 2620 |
Interquartile range (IQR) | 2003.5 |
Descriptive statistics
Standard deviation | 1047.9569 |
---|---|
Coefficient of variation (CV) | 0.73905804 |
Kurtosis | -1.956564 |
Mean | 1417.963 |
Median Absolute Deviation (MAD) | 996 |
Skewness | 0.041297914 |
Sum | 38285 |
Variance | 1098213.7 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
400 | 4 | 14.8% |
2356 | 2 | 7.4% |
2514 | 1 | 3.7% |
839 | 1 | 3.7% |
230 | 1 | 3.7% |
235 | 1 | 3.7% |
240 | 1 | 3.7% |
245 | 1 | 3.7% |
250 | 1 | 3.7% |
323 | 1 | 3.7% |
Other values (13) | 13 |
Value | Count | Frequency (%) |
230 | 1 | 3.7% |
235 | 1 | 3.7% |
240 | 1 | 3.7% |
245 | 1 | 3.7% |
250 | 1 | 3.7% |
323 | 1 | 3.7% |
400 | 4 | |
543 | 1 | 3.7% |
591 | 1 | 3.7% |
839 | 1 | 3.7% |
Value | Count | Frequency (%) |
2850 | 1 | |
2710 | 1 | |
2689 | 1 | |
2558 | 1 | |
2552 | 1 | |
2514 | 1 | |
2451 | 1 | |
2356 | 2 | |
2354 | 1 | |
2323 | 1 |
산업용소비(천톤)
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 15 |
---|---|
Distinct (%) | 55.6% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 40 |
Minimum | 0 |
---|---|
Maximum | 184 |
Zeros | 13 |
Zeros (%) | 48.1% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 375.0 B |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
median | 7 |
Q3 | 66 |
95-th percentile | 156.9 |
Maximum | 184 |
Range | 184 |
Interquartile range (IQR) | 66 |
Descriptive statistics
Standard deviation | 57.680153 |
---|---|
Coefficient of variation (CV) | 1.4420038 |
Kurtosis | 0.48132686 |
Mean | 40 |
Median Absolute Deviation (MAD) | 7 |
Skewness | 1.3176699 |
Sum | 1080 |
Variance | 3327 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 13 | |
28 | 1 | 3.7% |
57 | 1 | 3.7% |
162 | 1 | 3.7% |
184 | 1 | 3.7% |
117 | 1 | 3.7% |
107 | 1 | 3.7% |
75 | 1 | 3.7% |
43 | 1 | 3.7% |
145 | 1 | 3.7% |
Other values (5) | 5 | 18.5% |
Value | Count | Frequency (%) |
0 | 13 | |
7 | 1 | 3.7% |
8 | 1 | 3.7% |
11 | 1 | 3.7% |
28 | 1 | 3.7% |
33 | 1 | 3.7% |
43 | 1 | 3.7% |
57 | 1 | 3.7% |
75 | 1 | 3.7% |
103 | 1 | 3.7% |
Value | Count | Frequency (%) |
184 | 1 | |
162 | 1 | |
145 | 1 | |
117 | 1 | |
107 | 1 | |
103 | 1 | |
75 | 1 | |
57 | 1 | |
43 | 1 | |
33 | 1 |
재고(천톤)
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 27 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 5185.7037 |
Minimum | 1457 |
---|---|
Maximum | 10774 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 375.0 B |
Quantile statistics
Minimum | 1457 |
---|---|
5-th percentile | 1615.4 |
Q1 | 2188.5 |
median | 2807 |
Q3 | 9232 |
95-th percentile | 10688.7 |
Maximum | 10774 |
Range | 9317 |
Interquartile range (IQR) | 7043.5 |
Descriptive statistics
Standard deviation | 3667.3024 |
---|---|
Coefficient of variation (CV) | 0.70719474 |
Kurtosis | -1.6219498 |
Mean | 5185.7037 |
Median Absolute Deviation (MAD) | 1197 |
Skewness | 0.52044465 |
Sum | 140014 |
Variance | 13449107 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
8937 | 1 | 3.7% |
9720 | 1 | 3.7% |
2807 | 1 | 3.7% |
2810 | 1 | 3.7% |
2772 | 1 | 3.7% |
2650 | 1 | 3.7% |
2589 | 1 | 3.7% |
2441 | 1 | 3.7% |
2151 | 1 | 3.7% |
1798 | 1 | 3.7% |
Other values (17) | 17 |
Value | Count | Frequency (%) |
1457 | 1 | |
1610 | 1 | |
1628 | 1 | |
1720 | 1 | |
1798 | 1 | |
1853 | 1 | |
2151 | 1 | |
2226 | 1 | |
2441 | 1 | |
2589 | 1 |
Value | Count | Frequency (%) |
10774 | 1 | |
10737 | 1 | |
10576 | 1 | |
10269 | 1 | |
10101 | 1 | |
9720 | 1 | |
9527 | 1 | |
8937 | 1 | |
8894 | 1 | |
7388 | 1 |
정부비축(천톤)
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 21 |
---|---|
Distinct (%) | 77.8% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 3619.8519 |
Minimum | 899 |
---|---|
Maximum | 8111 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 375.0 B |
Quantile statistics
Minimum | 899 |
---|---|
5-th percentile | 899 |
Q1 | 928 |
median | 1596 |
Q3 | 6983.5 |
95-th percentile | 8111 |
Maximum | 8111 |
Range | 7212 |
Interquartile range (IQR) | 6055.5 |
Descriptive statistics
Standard deviation | 3080.0863 |
---|---|
Coefficient of variation (CV) | 0.85088739 |
Kurtosis | -1.6222252 |
Mean | 3619.8519 |
Median Absolute Deviation (MAD) | 697 |
Skewness | 0.51264833 |
Sum | 97736 |
Variance | 9486931.7 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
899 | 4 | 14.8% |
8111 | 3 | 11.1% |
8061 | 2 | 7.4% |
5033 | 1 | 3.7% |
1142 | 1 | 3.7% |
955 | 1 | 3.7% |
944 | 1 | 3.7% |
932 | 1 | 3.7% |
918 | 1 | 3.7% |
905 | 1 | 3.7% |
Other values (11) | 11 |
Value | Count | Frequency (%) |
899 | 4 | |
905 | 1 | 3.7% |
918 | 1 | 3.7% |
924 | 1 | 3.7% |
932 | 1 | 3.7% |
944 | 1 | 3.7% |
955 | 1 | 3.7% |
1080 | 1 | 3.7% |
1142 | 1 | 3.7% |
1308 | 1 | 3.7% |
Value | Count | Frequency (%) |
8111 | 3 | |
8061 | 2 | |
7801 | 1 | 3.7% |
7024 | 1 | 3.7% |
6943 | 1 | 3.7% |
6038 | 1 | 3.7% |
5033 | 1 | 3.7% |
4671 | 1 | 3.7% |
3445 | 1 | 3.7% |
2026 | 1 | 3.7% |
연도 | 생산(천톤) | 소비(천톤) | 연탄용소비(천톤) | 발전용소비(천톤) | 산업용소비(천톤) | 재고(천톤) | 정부비축(천톤) | |
---|---|---|---|---|---|---|---|---|
연도 | 1.000 | 0.867 | 0.704 | 0.740 | 0.676 | 0.733 | 0.723 | 0.612 |
생산(천톤) | 0.867 | 1.000 | 0.789 | 0.659 | 0.597 | 0.726 | 0.755 | 0.520 |
소비(천톤) | 0.704 | 0.789 | 1.000 | 0.697 | 0.813 | 0.000 | 0.469 | 0.736 |
연탄용소비(천톤) | 0.740 | 0.659 | 0.697 | 1.000 | 0.352 | 0.000 | 0.590 | 0.646 |
발전용소비(천톤) | 0.676 | 0.597 | 0.813 | 0.352 | 1.000 | 0.000 | 0.562 | 0.791 |
산업용소비(천톤) | 0.733 | 0.726 | 0.000 | 0.000 | 0.000 | 1.000 | 0.789 | 0.818 |
재고(천톤) | 0.723 | 0.755 | 0.469 | 0.590 | 0.562 | 0.789 | 1.000 | 0.812 |
정부비축(천톤) | 0.612 | 0.520 | 0.736 | 0.646 | 0.791 | 0.818 | 0.812 | 1.000 |
연도 | 생산(천톤) | 소비(천톤) | 연탄용소비(천톤) | 발전용소비(천톤) | 산업용소비(천톤) | 재고(천톤) | 정부비축(천톤) | |
---|---|---|---|---|---|---|---|---|
연도 | 1.000 | -0.996 | -0.833 | -0.377 | -0.863 | -0.875 | -0.708 | -0.844 |
생산(천톤) | -0.996 | 1.000 | 0.827 | 0.375 | 0.859 | 0.868 | 0.705 | 0.839 |
소비(천톤) | -0.833 | 0.827 | 1.000 | 0.663 | 0.789 | 0.760 | 0.552 | 0.752 |
연탄용소비(천톤) | -0.377 | 0.375 | 0.663 | 1.000 | 0.176 | 0.132 | -0.207 | 0.130 |
발전용소비(천톤) | -0.863 | 0.859 | 0.789 | 0.176 | 1.000 | 0.879 | 0.826 | 0.970 |
산업용소비(천톤) | -0.875 | 0.868 | 0.760 | 0.132 | 0.879 | 1.000 | 0.868 | 0.904 |
재고(천톤) | -0.708 | 0.705 | 0.552 | -0.207 | 0.826 | 0.868 | 1.000 | 0.841 |
정부비축(천톤) | -0.844 | 0.839 | 0.752 | 0.130 | 0.970 | 0.904 | 0.841 | 1.000 |
연도 | 생산(천톤) | 소비(천톤) | 연탄용소비(천톤) | 발전용소비(천톤) | 산업용소비(천톤) | 재고(천톤) | 정부비축(천톤) | |
---|---|---|---|---|---|---|---|---|
0 | 1996 | 4951 | 4337 | 1960 | 2514 | 28 | 8937 | 5033 |
1 | 1997 | 4514 | 3769 | 1389 | 2323 | 57 | 9720 | 6038 |
2 | 1998 | 4361 | 3842 | 1229 | 2451 | 162 | 10269 | 7024 |
3 | 1999 | 4197 | 3853 | 1117 | 2552 | 184 | 10737 | 7801 |
4 | 2000 | 4150 | 4159 | 1192 | 2850 | 117 | 10774 | 8111 |
5 | 2001 | 3817 | 4026 | 1230 | 2689 | 107 | 10576 | 8111 |
6 | 2002 | 3318 | 3808 | 1175 | 2558 | 75 | 10101 | 8111 |
7 | 2003 | 3299 | 3941 | 1191 | 2710 | 43 | 9527 | 8061 |
8 | 2004 | 3191 | 3886 | 1385 | 2356 | 145 | 8894 | 8061 |
9 | 2005 | 2832 | 4467 | 2010 | 2354 | 103 | 7388 | 6943 |
연도 | 생산(천톤) | 소비(천톤) | 연탄용소비(천톤) | 발전용소비(천톤) | 산업용소비(천톤) | 재고(천톤) | 정부비축(천톤) | |
---|---|---|---|---|---|---|---|---|
17 | 2013 | 1815 | 2240 | 1917 | 323 | 0 | 1457 | 924 |
18 | 2014 | 1748 | 1879 | 1629 | 250 | 0 | 1610 | 899 |
19 | 2015 | 1764 | 1718 | 1473 | 245 | 0 | 1798 | 899 |
20 | 2016 | 1726 | 1495 | 1255 | 240 | 0 | 2151 | 899 |
21 | 2017 | 1485 | 1314 | 1079 | 235 | 0 | 2441 | 899 |
22 | 2018 | 1202 | 1143 | 913 | 230 | 0 | 2589 | 905 |
23 | 2019 | 1084 | 1044 | 644 | 400 | 0 | 2650 | 918 |
24 | 2020 | 1019 | 908 | 508 | 400 | 0 | 2772 | 932 |
25 | 2021 | 898 | 849 | 449 | 400 | 0 | 2810 | 944 |
26 | 2022 | 820 | 825 | 425 | 400 | 0 | 2807 | 955 |