Dataset statistics
Number of variables | 12 |
---|---|
Number of observations | 23 |
Missing cells | 37 |
Missing cells (%) | 13.4% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 2.6 KiB |
Average record size in memory | 113.7 B |
Variable types
Numeric | 5 |
---|---|
Categorical | 6 |
Unsupported | 1 |
Dataset
Description | 연도별 일반기타(광재, 종이, 황산 등) 수송실적 입니다. |
---|---|
Author | 한국철도공사 |
URL | https://www.data.go.kr/data/15068404/fileData.do |
황산(톤) is highly overall correlated with 연도 and 7 other fields | High correlation |
비료(톤) is highly overall correlated with 연도 and 7 other fields | High correlation |
종이(톤) is highly overall correlated with 연도 and 7 other fields | High correlation |
갑종철도차량(톤) is highly overall correlated with 연도 and 7 other fields | High correlation |
광재(톤) is highly overall correlated with 연도 and 7 other fields | High correlation |
프로필렌(톤) is highly overall correlated with 연도 and 7 other fields | High correlation |
연도 is highly overall correlated with 비료-화학비료(톤) and 9 other fields | High correlation |
비료-화학비료(톤) is highly overall correlated with 연도 and 3 other fields | High correlation |
비료-석비및기타(톤) is highly overall correlated with 연도 and 2 other fields | High correlation |
자동차(톤) is highly overall correlated with 연도 and 8 other fields | High correlation |
일반기타(톤) is highly overall correlated with 연도 and 9 other fields | High correlation |
광재(톤) is highly imbalanced (56.3%) | Imbalance |
종이(톤) is highly imbalanced (56.3%) | Imbalance |
황산(톤) is highly imbalanced (56.3%) | Imbalance |
프로필렌(톤) is highly imbalanced (56.3%) | Imbalance |
비료(톤) is highly imbalanced (56.3%) | Imbalance |
갑종철도차량(톤) is highly imbalanced (56.3%) | Imbalance |
비료-화학비료(톤) has 4 (17.4%) missing values | Missing |
비료-석비및기타(톤) has 9 (39.1%) missing values | Missing |
석고(톤) has 23 (100.0%) missing values | Missing |
자동차(톤) has 1 (4.3%) missing values | Missing |
연도 has unique values | Unique |
일반기타(톤) has unique values | Unique |
석고(톤) is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Reproduction
Analysis started | 2023-12-12 23:11:42.373714 |
---|---|
Analysis finished | 2023-12-12 23:11:45.146527 |
Duration | 2.77 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
연도
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 23 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 2007 |
Minimum | 1996 |
---|---|
Maximum | 2018 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 339.0 B |
Quantile statistics
Minimum | 1996 |
---|---|
5-th percentile | 1997.1 |
Q1 | 2001.5 |
median | 2007 |
Q3 | 2012.5 |
95-th percentile | 2016.9 |
Maximum | 2018 |
Range | 22 |
Interquartile range (IQR) | 11 |
Descriptive statistics
Standard deviation | 6.78233 |
---|---|
Coefficient of variation (CV) | 0.0033793373 |
Kurtosis | -1.2 |
Mean | 2007 |
Median Absolute Deviation (MAD) | 6 |
Skewness | 0 |
Sum | 46161 |
Variance | 46 |
Monotonicity | Strictly increasing |
Value | Count | Frequency (%) |
1996 | 1 | 4.3% |
1997 | 1 | 4.3% |
2018 | 1 | 4.3% |
2017 | 1 | 4.3% |
2016 | 1 | 4.3% |
2015 | 1 | 4.3% |
2014 | 1 | 4.3% |
2013 | 1 | 4.3% |
2012 | 1 | 4.3% |
2011 | 1 | 4.3% |
Other values (13) | 13 |
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 (%) |
2018 | 1 | |
2017 | 1 | |
2016 | 1 | |
2015 | 1 | |
2014 | 1 | |
2013 | 1 | |
2012 | 1 | |
2011 | 1 | |
2010 | 1 | |
2009 | 1 |
광재(톤)
Categorical
HIGH CORRELATION
  IMBALANCE
 
Distinct | 5 |
---|---|
Distinct (%) | 21.7% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 316.0 B |
<NA> | |
---|---|
195224 | 1 |
130332 | 1 |
68225 | 1 |
49746 | 1 |
Length
Max length | 6 |
---|---|
Median length | 4 |
Mean length | 4.2608696 |
Min length | 4 |
Unique
Unique | 4 ? |
---|---|
Unique (%) | 17.4% |
Sample
1st row | <NA> |
---|---|
2nd row | <NA> |
3rd row | <NA> |
4th row | <NA> |
5th row | <NA> |
Common Values
Value | Count | Frequency (%) |
<NA> | 19 | |
195224 | 1 | 4.3% |
130332 | 1 | 4.3% |
68225 | 1 | 4.3% |
49746 | 1 | 4.3% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
na | 19 | |
195224 | 1 | 4.3% |
130332 | 1 | 4.3% |
68225 | 1 | 4.3% |
49746 | 1 | 4.3% |
종이(톤)
Categorical
HIGH CORRELATION
  IMBALANCE
 
Distinct | 5 |
---|---|
Distinct (%) | 21.7% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 316.0 B |
<NA> | |
---|---|
287226 | 1 |
216813 | 1 |
172828 | 1 |
178187 | 1 |
Length
Max length | 6 |
---|---|
Median length | 4 |
Mean length | 4.3478261 |
Min length | 4 |
Unique
Unique | 4 ? |
---|---|
Unique (%) | 17.4% |
Sample
1st row | <NA> |
---|---|
2nd row | <NA> |
3rd row | <NA> |
4th row | <NA> |
5th row | <NA> |
Common Values
Value | Count | Frequency (%) |
<NA> | 19 | |
287226 | 1 | 4.3% |
216813 | 1 | 4.3% |
172828 | 1 | 4.3% |
178187 | 1 | 4.3% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
na | 19 | |
287226 | 1 | 4.3% |
216813 | 1 | 4.3% |
172828 | 1 | 4.3% |
178187 | 1 | 4.3% |
황산(톤)
Categorical
HIGH CORRELATION
  IMBALANCE
 
Distinct | 5 |
---|---|
Distinct (%) | 21.7% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 316.0 B |
<NA> | |
---|---|
478300 | 1 |
510550 | 1 |
570000 | 1 |
547200 | 1 |
Length
Max length | 6 |
---|---|
Median length | 4 |
Mean length | 4.3478261 |
Min length | 4 |
Unique
Unique | 4 ? |
---|---|
Unique (%) | 17.4% |
Sample
1st row | <NA> |
---|---|
2nd row | <NA> |
3rd row | <NA> |
4th row | <NA> |
5th row | <NA> |
Common Values
Value | Count | Frequency (%) |
<NA> | 19 | |
478300 | 1 | 4.3% |
510550 | 1 | 4.3% |
570000 | 1 | 4.3% |
547200 | 1 | 4.3% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
na | 19 | |
478300 | 1 | 4.3% |
510550 | 1 | 4.3% |
570000 | 1 | 4.3% |
547200 | 1 | 4.3% |
프로필렌(톤)
Categorical
HIGH CORRELATION
  IMBALANCE
 
Distinct | 5 |
---|---|
Distinct (%) | 21.7% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 316.0 B |
<NA> | |
---|---|
239414 | 1 |
231506 | 1 |
223808 | 1 |
241256 | 1 |
Length
Max length | 6 |
---|---|
Median length | 4 |
Mean length | 4.3478261 |
Min length | 4 |
Unique
Unique | 4 ? |
---|---|
Unique (%) | 17.4% |
Sample
1st row | <NA> |
---|---|
2nd row | <NA> |
3rd row | <NA> |
4th row | <NA> |
5th row | <NA> |
Common Values
Value | Count | Frequency (%) |
<NA> | 19 | |
239414 | 1 | 4.3% |
231506 | 1 | 4.3% |
223808 | 1 | 4.3% |
241256 | 1 | 4.3% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
na | 19 | |
239414 | 1 | 4.3% |
231506 | 1 | 4.3% |
223808 | 1 | 4.3% |
241256 | 1 | 4.3% |
비료(톤)
Categorical
HIGH CORRELATION
  IMBALANCE
 
Distinct | 5 |
---|---|
Distinct (%) | 21.7% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 316.0 B |
<NA> | |
---|---|
41140 | 1 |
42551 | 1 |
26880 | 1 |
24887 | 1 |
Length
Max length | 5 |
---|---|
Median length | 4 |
Mean length | 4.173913 |
Min length | 4 |
Unique
Unique | 4 ? |
---|---|
Unique (%) | 17.4% |
Sample
1st row | <NA> |
---|---|
2nd row | <NA> |
3rd row | <NA> |
4th row | <NA> |
5th row | <NA> |
Common Values
Value | Count | Frequency (%) |
<NA> | 19 | |
41140 | 1 | 4.3% |
42551 | 1 | 4.3% |
26880 | 1 | 4.3% |
24887 | 1 | 4.3% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
na | 19 | |
41140 | 1 | 4.3% |
42551 | 1 | 4.3% |
26880 | 1 | 4.3% |
24887 | 1 | 4.3% |
비료-화학비료(톤)
Real number (ℝ)
HIGH CORRELATION
  MISSING
 
Distinct | 19 |
---|---|
Distinct (%) | 100.0% |
Missing | 4 |
Missing (%) | 17.4% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 339494.68 |
Minimum | 28432 |
---|---|
Maximum | 1346606 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 339.0 B |
Quantile statistics
Minimum | 28432 |
---|---|
5-th percentile | 82481.5 |
Q1 | 113412.5 |
median | 174374 |
Q3 | 475849 |
95-th percentile | 952860.5 |
Maximum | 1346606 |
Range | 1318174 |
Interquartile range (IQR) | 362436.5 |
Descriptive statistics
Standard deviation | 348476.6 |
---|---|
Coefficient of variation (CV) | 1.0264567 |
Kurtosis | 2.7385329 |
Mean | 339494.68 |
Median Absolute Deviation (MAD) | 81580 |
Skewness | 1.7239596 |
Sum | 6450399 |
Variance | 1.2143594 × 1011 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
909111 | 1 | 4.3% |
28432 | 1 | 4.3% |
92794 | 1 | 4.3% |
107889 | 1 | 4.3% |
118936 | 1 | 4.3% |
146550 | 1 | 4.3% |
88487 | 1 | 4.3% |
160156 | 1 | 4.3% |
126352 | 1 | 4.3% |
1346606 | 1 | 4.3% |
Other values (9) | 9 | |
(Missing) | 4 |
Value | Count | Frequency (%) |
28432 | 1 | |
88487 | 1 | |
92794 | 1 | |
100916 | 1 | |
107889 | 1 | |
118936 | 1 | |
126352 | 1 | |
146550 | 1 | |
160156 | 1 | |
174374 | 1 |
Value | Count | Frequency (%) |
1346606 | 1 | |
909111 | 1 | |
734546 | 1 | |
631362 | 1 | |
560383 | 1 | |
391315 | 1 | |
299180 | 1 | |
233621 | 1 | |
199389 | 1 | |
174374 | 1 |
비료-석비및기타(톤)
Real number (ℝ)
HIGH CORRELATION
  MISSING
 
Distinct | 14 |
---|---|
Distinct (%) | 100.0% |
Missing | 9 |
Missing (%) | 39.1% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 213193.07 |
Minimum | 1302 |
---|---|
Maximum | 446436 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 339.0 B |
Quantile statistics
Minimum | 1302 |
---|---|
5-th percentile | 42267.6 |
Q1 | 98630 |
median | 159593.5 |
Q3 | 368526.5 |
95-th percentile | 426988 |
Maximum | 446436 |
Range | 445134 |
Interquartile range (IQR) | 269896.5 |
Descriptive statistics
Standard deviation | 150122.42 |
---|---|
Coefficient of variation (CV) | 0.70416184 |
Kurtosis | -1.4824065 |
Mean | 213193.07 |
Median Absolute Deviation (MAD) | 90818 |
Skewness | 0.35220345 |
Sum | 2984703 |
Variance | 2.2536742 × 1010 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
1302 | 1 | 4.3% |
446436 | 1 | 4.3% |
385466 | 1 | 4.3% |
416516 | 1 | 4.3% |
383450 | 1 | 4.3% |
323756 | 1 | 4.3% |
245962 | 1 | 4.3% |
166975 | 1 | 4.3% |
152212 | 1 | 4.3% |
118244 | 1 | 4.3% |
Other values (4) | 4 | |
(Missing) | 9 |
Value | Count | Frequency (%) |
1302 | 1 | |
64326 | 1 | |
80522 | 1 | |
97492 | 1 | |
102044 | 1 | |
118244 | 1 | |
152212 | 1 | |
166975 | 1 | |
245962 | 1 | |
323756 | 1 |
Value | Count | Frequency (%) |
446436 | 1 | |
416516 | 1 | |
385466 | 1 | |
383450 | 1 | |
323756 | 1 | |
245962 | 1 | |
166975 | 1 | |
152212 | 1 | |
118244 | 1 | |
102044 | 1 |
석고(톤)
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 23 |
---|---|
Missing (%) | 100.0% |
Memory size | 339.0 B |
자동차(톤)
Real number (ℝ)
HIGH CORRELATION
  MISSING
 
Distinct | 22 |
---|---|
Distinct (%) | 100.0% |
Missing | 1 |
Missing (%) | 4.3% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 55467.591 |
Minimum | 29595 |
---|---|
Maximum | 173453 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 339.0 B |
Quantile statistics
Minimum | 29595 |
---|---|
5-th percentile | 31223.65 |
Q1 | 41197.5 |
median | 45160 |
Q3 | 48571.25 |
95-th percentile | 135434.3 |
Maximum | 173453 |
Range | 143858 |
Interquartile range (IQR) | 7373.75 |
Descriptive statistics
Standard deviation | 34552.048 |
---|---|
Coefficient of variation (CV) | 0.62292318 |
Kurtosis | 7.3452394 |
Mean | 55467.591 |
Median Absolute Deviation (MAD) | 3925 |
Skewness | 2.7399314 |
Sum | 1220287 |
Variance | 1.193844 × 109 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
173453 | 1 | 4.3% |
42450 | 1 | 4.3% |
31046 | 1 | 4.3% |
34599 | 1 | 4.3% |
42864 | 1 | 4.3% |
37368 | 1 | 4.3% |
41310 | 1 | 4.3% |
47412 | 1 | 4.3% |
41160 | 1 | 4.3% |
29595 | 1 | 4.3% |
Other values (12) | 12 |
Value | Count | Frequency (%) |
29595 | 1 | |
31046 | 1 | |
34599 | 1 | |
37368 | 1 | |
37785 | 1 | |
41160 | 1 | |
41310 | 1 | |
41850 | 1 | |
42450 | 1 | |
42864 | 1 |
Value | Count | Frequency (%) |
173453 | 1 | |
138726 | 1 | |
72892 | 1 | |
68160 | 1 | |
56655 | 1 | |
48720 | 1 | |
48125 | 1 | |
48037 | 1 | |
47760 | 1 | |
47412 | 1 |
갑종철도차량(톤)
Categorical
HIGH CORRELATION
  IMBALANCE
 
Distinct | 5 |
---|---|
Distinct (%) | 21.7% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 316.0 B |
<NA> | |
---|---|
100335 | 1 |
108519 | 1 |
108849 | 1 |
122033 | 1 |
Length
Max length | 6 |
---|---|
Median length | 4 |
Mean length | 4.3478261 |
Min length | 4 |
Unique
Unique | 4 ? |
---|---|
Unique (%) | 17.4% |
Sample
1st row | <NA> |
---|---|
2nd row | <NA> |
3rd row | <NA> |
4th row | <NA> |
5th row | <NA> |
Common Values
Value | Count | Frequency (%) |
<NA> | 19 | |
100335 | 1 | 4.3% |
108519 | 1 | 4.3% |
108849 | 1 | 4.3% |
122033 | 1 | 4.3% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
na | 19 | |
100335 | 1 | 4.3% |
108519 | 1 | 4.3% |
108849 | 1 | 4.3% |
122033 | 1 | 4.3% |
일반기타(톤)
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 23 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 2771634.8 |
Minimum | 690131 |
---|---|
Maximum | 8151394 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 339.0 B |
Quantile statistics
Minimum | 690131 |
---|---|
5-th percentile | 725510.5 |
Q1 | 1965191.5 |
median | 2352650 |
Q3 | 3034148.5 |
95-th percentile | 7569893.1 |
Maximum | 8151394 |
Range | 7461263 |
Interquartile range (IQR) | 1068957 |
Descriptive statistics
Standard deviation | 1896094.4 |
---|---|
Coefficient of variation (CV) | 0.68410685 |
Kurtosis | 4.0218049 |
Mean | 2771634.8 |
Median Absolute Deviation (MAD) | 630117 |
Skewness | 1.9092425 |
Sum | 63747601 |
Variance | 3.5951738 × 1012 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
7925242 | 1 | 4.3% |
8151394 | 1 | 4.3% |
690131 | 1 | 4.3% |
860927 | 1 | 4.3% |
719743 | 1 | 4.3% |
777418 | 1 | 4.3% |
2224046 | 1 | 4.3% |
2178018 | 1 | 4.3% |
1722533 | 1 | 4.3% |
1844661 | 1 | 4.3% |
Other values (13) | 13 |
Value | Count | Frequency (%) |
690131 | 1 | |
719743 | 1 | |
777418 | 1 | |
860927 | 1 | |
1722533 | 1 | |
1844661 | 1 | |
2085722 | 1 | |
2165117 | 1 | |
2178018 | 1 | |
2224046 | 1 |
Value | Count | Frequency (%) |
8151394 | 1 | |
7925242 | 1 | |
4371753 | 1 | |
3452178 | 1 | |
3192259 | 1 | |
3074746 | 1 | |
2993551 | 1 | |
2978164 | 1 | |
2676509 | 1 | |
2641930 | 1 |
연도 | 광재(톤) | 종이(톤) | 황산(톤) | 프로필렌(톤) | 비료(톤) | 비료-화학비료(톤) | 비료-석비및기타(톤) | 자동차(톤) | 갑종철도차량(톤) | 일반기타(톤) | |
---|---|---|---|---|---|---|---|---|---|---|---|
연도 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.884 | 0.705 | 0.748 | 1.000 | 0.847 |
광재(톤) | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | NaN | NaN | NaN | 1.000 | NaN |
종이(톤) | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | NaN | NaN | NaN | 1.000 | NaN |
황산(톤) | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | NaN | NaN | NaN | 1.000 | NaN |
프로필렌(톤) | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | NaN | NaN | NaN | 1.000 | NaN |
비료(톤) | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | NaN | NaN | NaN | 1.000 | NaN |
비료-화학비료(톤) | 0.884 | NaN | NaN | NaN | NaN | NaN | 1.000 | 0.730 | 0.826 | NaN | 0.866 |
비료-석비및기타(톤) | 0.705 | NaN | NaN | NaN | NaN | NaN | 0.730 | 1.000 | 0.806 | NaN | 0.397 |
자동차(톤) | 0.748 | NaN | NaN | NaN | NaN | NaN | 0.826 | 0.806 | 1.000 | NaN | 0.764 |
갑종철도차량(톤) | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | NaN | NaN | NaN | 1.000 | NaN |
일반기타(톤) | 0.847 | NaN | NaN | NaN | NaN | NaN | 0.866 | 0.397 | 0.764 | NaN | 1.000 |
황산(톤) | 비료(톤) | 종이(톤) | 갑종철도차량(톤) | 광재(톤) | 프로필렌(톤) | |
---|---|---|---|---|---|---|
황산(톤) | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 |
비료(톤) | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 |
종이(톤) | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 |
갑종철도차량(톤) | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 |
광재(톤) | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 |
프로필렌(톤) | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 |
연도 | 비료-화학비료(톤) | 비료-석비및기타(톤) | 자동차(톤) | 일반기타(톤) | 광재(톤) | 종이(톤) | 황산(톤) | 프로필렌(톤) | 비료(톤) | 갑종철도차량(톤) | |
---|---|---|---|---|---|---|---|---|---|---|---|
연도 | 1.000 | -0.939 | -0.578 | -0.840 | -0.949 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 |
비료-화학비료(톤) | -0.939 | 1.000 | 0.582 | 0.754 | 0.865 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
비료-석비및기타(톤) | -0.578 | 0.582 | 1.000 | 0.402 | 0.560 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
자동차(톤) | -0.840 | 0.754 | 0.402 | 1.000 | 0.828 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 |
일반기타(톤) | -0.949 | 0.865 | 0.560 | 0.828 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 |
광재(톤) | 1.000 | 0.000 | 0.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 |
종이(톤) | 1.000 | 0.000 | 0.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 |
황산(톤) | 1.000 | 0.000 | 0.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 |
프로필렌(톤) | 1.000 | 0.000 | 0.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 |
비료(톤) | 1.000 | 0.000 | 0.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 |
갑종철도차량(톤) | 1.000 | 0.000 | 0.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 |
연도 | 광재(톤) | 종이(톤) | 황산(톤) | 프로필렌(톤) | 비료(톤) | 비료-화학비료(톤) | 비료-석비및기타(톤) | 석고(톤) | 자동차(톤) | 갑종철도차량(톤) | 일반기타(톤) | |
---|---|---|---|---|---|---|---|---|---|---|---|---|
0 | 1996 | <NA> | <NA> | <NA> | <NA> | <NA> | 1346606 | 1302 | <NA> | 173453 | <NA> | 7925242 |
1 | 1997 | <NA> | <NA> | <NA> | <NA> | <NA> | 909111 | 446436 | <NA> | 138726 | <NA> | 8151394 |
2 | 1998 | <NA> | <NA> | <NA> | <NA> | <NA> | 734546 | 385466 | <NA> | 48037 | <NA> | 4371753 |
3 | 1999 | <NA> | <NA> | <NA> | <NA> | <NA> | 631362 | 416516 | <NA> | 48125 | <NA> | 2978164 |
4 | 2000 | <NA> | <NA> | <NA> | <NA> | <NA> | 560383 | 383450 | <NA> | 56655 | <NA> | 3074746 |
5 | 2001 | <NA> | <NA> | <NA> | <NA> | <NA> | 391315 | 323756 | <NA> | 68160 | <NA> | 3192259 |
6 | 2002 | <NA> | <NA> | <NA> | <NA> | <NA> | 299180 | 245962 | <NA> | 72892 | <NA> | 3452178 |
7 | 2003 | <NA> | <NA> | <NA> | <NA> | <NA> | 199389 | 166975 | <NA> | 47760 | <NA> | 2993551 |
8 | 2004 | <NA> | <NA> | <NA> | <NA> | <NA> | 174374 | 152212 | <NA> | 48720 | <NA> | 2676509 |
9 | 2005 | <NA> | <NA> | <NA> | <NA> | <NA> | 233621 | 118244 | <NA> | 37785 | <NA> | 2352650 |
연도 | 광재(톤) | 종이(톤) | 황산(톤) | 프로필렌(톤) | 비료(톤) | 비료-화학비료(톤) | 비료-석비및기타(톤) | 석고(톤) | 자동차(톤) | 갑종철도차량(톤) | 일반기타(톤) | |
---|---|---|---|---|---|---|---|---|---|---|---|---|
13 | 2009 | <NA> | <NA> | <NA> | <NA> | <NA> | 88487 | 64326 | <NA> | 41850 | <NA> | 2165117 |
14 | 2010 | <NA> | <NA> | <NA> | <NA> | <NA> | 146550 | <NA> | <NA> | 29595 | <NA> | 2085722 |
15 | 2011 | <NA> | <NA> | <NA> | <NA> | <NA> | 118936 | <NA> | <NA> | 41160 | <NA> | 1844661 |
16 | 2012 | <NA> | <NA> | <NA> | <NA> | <NA> | 107889 | <NA> | <NA> | 47412 | <NA> | 1722533 |
17 | 2013 | <NA> | <NA> | <NA> | <NA> | <NA> | 92794 | <NA> | <NA> | 41310 | <NA> | 2178018 |
18 | 2014 | <NA> | <NA> | <NA> | <NA> | <NA> | 28432 | <NA> | <NA> | 37368 | <NA> | 2224046 |
19 | 2015 | 195224 | 287226 | 478300 | 239414 | 41140 | <NA> | <NA> | <NA> | 42864 | 100335 | 777418 |
20 | 2016 | 130332 | 216813 | 510550 | 231506 | 42551 | <NA> | <NA> | <NA> | 34599 | 108519 | 719743 |
21 | 2017 | 68225 | 172828 | 570000 | 223808 | 26880 | <NA> | <NA> | <NA> | 31046 | 108849 | 860927 |
22 | 2018 | 49746 | 178187 | 547200 | 241256 | 24887 | <NA> | <NA> | <NA> | <NA> | 122033 | 690131 |