Dataset statistics
Number of variables | 9 |
---|---|
Number of observations | 23 |
Missing cells | 43 |
Missing cells (%) | 20.8% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 1.9 KiB |
Average record size in memory | 86.7 B |
Variable types
Numeric | 7 |
---|---|
Categorical | 2 |
Dataset
Description | 연도별 건설(유류, 장비 등) 수송실적 입니다. |
---|---|
Author | 한국철도공사 |
URL | https://www.data.go.kr/data/15068405/fileData.do |
건설1(톤) is highly overall correlated with 연도 and 1 other fields | High correlation |
건설8(톤) is highly overall correlated with 연도 and 1 other fields | High correlation |
연도 is highly overall correlated with 1장비(톤) and 4 other fields | High correlation |
1장비(톤) is highly overall correlated with 연도 and 2 other fields | High correlation |
1기타(톤) is highly overall correlated with 8유류(톤) and 2 other fields | High correlation |
8유류(톤) is highly overall correlated with 연도 and 4 other fields | High correlation |
8장비(톤) is highly overall correlated with 연도 and 4 other fields | High correlation |
8기타(톤) is highly overall correlated with 1기타(톤) and 2 other fields | High correlation |
건설1(톤) is highly imbalanced (56.3%) | Imbalance |
건설8(톤) is highly imbalanced (56.3%) | Imbalance |
1유류(톤) has 5 (21.7%) missing values | Missing |
1장비(톤) has 4 (17.4%) missing values | Missing |
1기타(톤) has 4 (17.4%) missing values | Missing |
8유류(톤) has 17 (73.9%) missing values | Missing |
8장비(톤) has 8 (34.8%) missing values | Missing |
8기타(톤) has 5 (21.7%) missing values | Missing |
연도 has unique values | Unique |
Reproduction
Analysis started | 2023-12-12 14:31:42.427660 |
---|---|
Analysis finished | 2023-12-12 14:31:48.090685 |
Duration | 5.66 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 |
1유류(톤)
Real number (ℝ)
MISSING
 
Distinct | 18 |
---|---|
Distinct (%) | 100.0% |
Missing | 5 |
Missing (%) | 21.7% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 21315.667 |
Minimum | 1670 |
---|---|
Maximum | 38534 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 339.0 B |
Quantile statistics
Minimum | 1670 |
---|---|
5-th percentile | 11615.85 |
Q1 | 17609.75 |
median | 19697.5 |
Q3 | 26193.5 |
95-th percentile | 33486.7 |
Maximum | 38534 |
Range | 36864 |
Interquartile range (IQR) | 8583.75 |
Descriptive statistics
Standard deviation | 8043.1651 |
---|---|
Coefficient of variation (CV) | 0.37733584 |
Kurtosis | 1.6530464 |
Mean | 21315.667 |
Median Absolute Deviation (MAD) | 4013.5 |
Skewness | -0.15742253 |
Sum | 383682 |
Variance | 64692505 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
25769 | 1 | 4.3% |
1670 | 1 | 4.3% |
22234 | 1 | 4.3% |
38534 | 1 | 4.3% |
17678 | 1 | 4.3% |
17254 | 1 | 4.3% |
18074 | 1 | 4.3% |
13371 | 1 | 4.3% |
32596 | 1 | 4.3% |
19318 | 1 | 4.3% |
Other values (8) | 8 | |
(Missing) | 5 |
Value | Count | Frequency (%) |
1670 | 1 | |
13371 | 1 | |
15713 | 1 | |
17254 | 1 | |
17587 | 1 | |
17678 | 1 | |
18074 | 1 | |
18681 | 1 | |
19318 | 1 | |
20077 | 1 |
Value | Count | Frequency (%) |
38534 | 1 | |
32596 | 1 | |
27768 | 1 | |
27283 | 1 | |
26335 | 1 | |
25769 | 1 | |
23740 | 1 | |
22234 | 1 | |
20077 | 1 | |
19318 | 1 |
1장비(톤)
Real number (ℝ)
HIGH CORRELATION
  MISSING
 
Distinct | 19 |
---|---|
Distinct (%) | 100.0% |
Missing | 4 |
Missing (%) | 17.4% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 165652.47 |
Minimum | 49144 |
---|---|
Maximum | 287136 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 339.0 B |
Quantile statistics
Minimum | 49144 |
---|---|
5-th percentile | 50165.5 |
Q1 | 128847.5 |
median | 175661 |
Q3 | 209182 |
95-th percentile | 258444 |
Maximum | 287136 |
Range | 237992 |
Interquartile range (IQR) | 80334.5 |
Descriptive statistics
Standard deviation | 68736.012 |
---|---|
Coefficient of variation (CV) | 0.41494105 |
Kurtosis | -0.57362469 |
Mean | 165652.47 |
Median Absolute Deviation (MAD) | 40516 |
Skewness | -0.3366477 |
Sum | 3147397 |
Variance | 4.7246394 × 109 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
287136 | 1 | 4.3% |
50279 | 1 | 4.3% |
49144 | 1 | 4.3% |
61449 | 1 | 4.3% |
81937 | 1 | 4.3% |
202187 | 1 | 4.3% |
157269 | 1 | 4.3% |
109961 | 1 | 4.3% |
147734 | 1 | 4.3% |
234506 | 1 | 4.3% |
Other values (9) | 9 | |
(Missing) | 4 |
Value | Count | Frequency (%) |
49144 | 1 | |
50279 | 1 | |
61449 | 1 | |
81937 | 1 | |
109961 | 1 | |
147734 | 1 | |
157269 | 1 | |
160210 | 1 | |
163595 | 1 | |
175661 | 1 |
Value | Count | Frequency (%) |
287136 | 1 | |
255256 | 1 | |
234506 | 1 | |
221038 | 1 | |
216177 | 1 | |
202187 | 1 | |
201308 | 1 | |
191747 | 1 | |
180803 | 1 | |
175661 | 1 |
1기타(톤)
Real number (ℝ)
HIGH CORRELATION
  MISSING
 
Distinct | 19 |
---|---|
Distinct (%) | 100.0% |
Missing | 4 |
Missing (%) | 17.4% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 56687.579 |
Minimum | 26519 |
---|---|
Maximum | 128180 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 339.0 B |
Quantile statistics
Minimum | 26519 |
---|---|
5-th percentile | 34358 |
Q1 | 39314.5 |
median | 46088 |
Q3 | 63665.5 |
95-th percentile | 117274.7 |
Maximum | 128180 |
Range | 101661 |
Interquartile range (IQR) | 24351 |
Descriptive statistics
Standard deviation | 28128.063 |
---|---|
Coefficient of variation (CV) | 0.49619447 |
Kurtosis | 1.6289036 |
Mean | 56687.579 |
Median Absolute Deviation (MAD) | 8149 |
Skewness | 1.5513693 |
Sum | 1077064 |
Variance | 7.9118793 × 108 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
51436 | 1 | 4.3% |
91299 | 1 | 4.3% |
77468 | 1 | 4.3% |
128180 | 1 | 4.3% |
116063 | 1 | 4.3% |
26519 | 1 | 4.3% |
46802 | 1 | 4.3% |
41279 | 1 | 4.3% |
36797 | 1 | 4.3% |
74496 | 1 | 4.3% |
Other values (9) | 9 | |
(Missing) | 4 |
Value | Count | Frequency (%) |
26519 | 1 | |
35229 | 1 | |
36797 | 1 | |
37208 | 1 | |
37939 | 1 | |
40690 | 1 | |
41279 | 1 | |
42447 | 1 | |
43280 | 1 | |
46088 | 1 |
Value | Count | Frequency (%) |
128180 | 1 | |
116063 | 1 | |
91299 | 1 | |
77468 | 1 | |
74496 | 1 | |
52835 | 1 | |
51436 | 1 | |
51009 | 1 | |
46802 | 1 | |
46088 | 1 |
8유류(톤)
Real number (ℝ)
HIGH CORRELATION
  MISSING
 
Distinct | 6 |
---|---|
Distinct (%) | 100.0% |
Missing | 17 |
Missing (%) | 73.9% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 52028.667 |
Minimum | 5427 |
---|---|
Maximum | 91268 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 339.0 B |
Quantile statistics
Minimum | 5427 |
---|---|
5-th percentile | 11263.25 |
Q1 | 30487.25 |
median | 50155.5 |
Q3 | 80965 |
95-th percentile | 90049.5 |
Maximum | 91268 |
Range | 85841 |
Interquartile range (IQR) | 50477.75 |
Descriptive statistics
Standard deviation | 34240.657 |
---|---|
Coefficient of variation (CV) | 0.65811136 |
Kurtosis | -1.7318389 |
Mean | 52028.667 |
Median Absolute Deviation (MAD) | 28811 |
Skewness | -0.11333178 |
Sum | 312172 |
Variance | 1.1724226 × 109 |
Monotonicity | Strictly decreasing |
Value | Count | Frequency (%) |
91268 | 1 | 4.3% |
86394 | 1 | 4.3% |
64678 | 1 | 4.3% |
35633 | 1 | 4.3% |
28772 | 1 | 4.3% |
5427 | 1 | 4.3% |
(Missing) | 17 |
Value | Count | Frequency (%) |
5427 | 1 | |
28772 | 1 | |
35633 | 1 | |
64678 | 1 | |
86394 | 1 | |
91268 | 1 |
Value | Count | Frequency (%) |
91268 | 1 | |
86394 | 1 | |
64678 | 1 | |
35633 | 1 | |
28772 | 1 | |
5427 | 1 |
8장비(톤)
Real number (ℝ)
HIGH CORRELATION
  MISSING
 
Distinct | 15 |
---|---|
Distinct (%) | 100.0% |
Missing | 8 |
Missing (%) | 34.8% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 53722 |
Minimum | 5725 |
---|---|
Maximum | 102335 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 339.0 B |
Quantile statistics
Minimum | 5725 |
---|---|
5-th percentile | 10169.3 |
Q1 | 30983 |
median | 46858 |
Q3 | 80316 |
95-th percentile | 96767.2 |
Maximum | 102335 |
Range | 96610 |
Interquartile range (IQR) | 49333 |
Descriptive statistics
Standard deviation | 30762.536 |
---|---|
Coefficient of variation (CV) | 0.57262454 |
Kurtosis | -1.2468613 |
Mean | 53722 |
Median Absolute Deviation (MAD) | 25751 |
Skewness | 0.11544853 |
Sum | 805830 |
Variance | 9.463336 × 108 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
94381 | 1 | 4.3% |
86099 | 1 | 4.3% |
54464 | 1 | 4.3% |
74533 | 1 | 4.3% |
72609 | 1 | 4.3% |
46858 | 1 | 4.3% |
102335 | 1 | 4.3% |
40383 | 1 | 4.3% |
87989 | 1 | 4.3% |
39443 | 1 | 4.3% |
Other values (5) | 5 | |
(Missing) | 8 |
Value | Count | Frequency (%) |
5725 | 1 | |
12074 | 1 | |
26971 | 1 | |
29868 | 1 | |
32098 | 1 | |
39443 | 1 | |
40383 | 1 | |
46858 | 1 | |
54464 | 1 | |
72609 | 1 |
Value | Count | Frequency (%) |
102335 | 1 | |
94381 | 1 | |
87989 | 1 | |
86099 | 1 | |
74533 | 1 | |
72609 | 1 | |
54464 | 1 | |
46858 | 1 | |
40383 | 1 | |
39443 | 1 |
8기타(톤)
Real number (ℝ)
HIGH CORRELATION
  MISSING
 
Distinct | 18 |
---|---|
Distinct (%) | 100.0% |
Missing | 5 |
Missing (%) | 21.7% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 18012.389 |
Minimum | 1035 |
---|---|
Maximum | 66560 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 339.0 B |
Quantile statistics
Minimum | 1035 |
---|---|
5-th percentile | 1117.45 |
Q1 | 4012.75 |
median | 9687 |
Q3 | 27529.75 |
95-th percentile | 62451.1 |
Maximum | 66560 |
Range | 65525 |
Interquartile range (IQR) | 23517 |
Descriptive statistics
Standard deviation | 20157.537 |
---|---|
Coefficient of variation (CV) | 1.1190929 |
Kurtosis | 1.3793229 |
Mean | 18012.389 |
Median Absolute Deviation (MAD) | 6978 |
Skewness | 1.4996101 |
Sum | 324223 |
Variance | 4.063263 × 108 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
1914 | 1 | 4.3% |
11157 | 1 | 4.3% |
13867 | 1 | 4.3% |
37223 | 1 | 4.3% |
34227 | 1 | 4.3% |
2341 | 1 | 4.3% |
1132 | 1 | 4.3% |
1035 | 1 | 4.3% |
66560 | 1 | 4.3% |
61726 | 1 | 4.3% |
Other values (8) | 8 | |
(Missing) | 5 |
Value | Count | Frequency (%) |
1035 | 1 | |
1132 | 1 | |
1914 | 1 | |
2341 | 1 | |
3428 | 1 | |
5767 | 1 | |
8406 | 1 | |
8495 | 1 | |
8510 | 1 | |
10864 | 1 |
Value | Count | Frequency (%) |
66560 | 1 | |
61726 | 1 | |
37223 | 1 | |
34227 | 1 | |
31274 | 1 | |
16297 | 1 | |
13867 | 1 | |
11157 | 1 | |
10864 | 1 | |
8510 | 1 |
건설1(톤)
Categorical
HIGH CORRELATION
  IMBALANCE
 
Distinct | 5 |
---|---|
Distinct (%) | 21.7% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 316.0 B |
<NA> | |
---|---|
103336 | 1 |
88659 | 1 |
73517 | 1 |
84909 | 1 |
Length
Max length | 6 |
---|---|
Median length | 4 |
Mean length | 4.2173913 |
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 | |
103336 | 1 | 4.3% |
88659 | 1 | 4.3% |
73517 | 1 | 4.3% |
84909 | 1 | 4.3% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
na | 19 | |
103336 | 1 | 4.3% |
88659 | 1 | 4.3% |
73517 | 1 | 4.3% |
84909 | 1 | 4.3% |
건설8(톤)
Categorical
HIGH CORRELATION
  IMBALANCE
 
Distinct | 5 |
---|---|
Distinct (%) | 21.7% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 316.0 B |
<NA> | |
---|---|
11176 | 1 |
20079 | 1 |
33247 | 1 |
29687 | 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 | |
11176 | 1 | 4.3% |
20079 | 1 | 4.3% |
33247 | 1 | 4.3% |
29687 | 1 | 4.3% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
na | 19 | |
11176 | 1 | 4.3% |
20079 | 1 | 4.3% |
33247 | 1 | 4.3% |
29687 | 1 | 4.3% |
연도 | 1유류(톤) | 1장비(톤) | 1기타(톤) | 8유류(톤) | 8장비(톤) | 8기타(톤) | 건설1(톤) | 건설8(톤) | |
---|---|---|---|---|---|---|---|---|---|
연도 | 1.000 | 0.219 | 0.634 | 0.844 | 1.000 | 0.744 | 0.277 | 1.000 | 1.000 |
1유류(톤) | 0.219 | 1.000 | 0.000 | 0.703 | 0.913 | 0.475 | 0.000 | NaN | NaN |
1장비(톤) | 0.634 | 0.000 | 1.000 | 0.570 | 0.913 | 0.703 | 0.499 | NaN | NaN |
1기타(톤) | 0.844 | 0.703 | 0.570 | 1.000 | 0.913 | 0.860 | 0.788 | NaN | NaN |
8유류(톤) | 1.000 | 0.913 | 0.913 | 0.913 | 1.000 | 1.000 | 1.000 | NaN | NaN |
8장비(톤) | 0.744 | 0.475 | 0.703 | 0.860 | 1.000 | 1.000 | 0.782 | NaN | NaN |
8기타(톤) | 0.277 | 0.000 | 0.499 | 0.788 | 1.000 | 0.782 | 1.000 | NaN | NaN |
건설1(톤) | 1.000 | NaN | NaN | NaN | NaN | NaN | NaN | 1.000 | 1.000 |
건설8(톤) | 1.000 | NaN | NaN | NaN | NaN | NaN | NaN | 1.000 | 1.000 |
건설1(톤) | 건설8(톤) | |
---|---|---|
건설1(톤) | 1.000 | 1.000 |
건설8(톤) | 1.000 | 1.000 |
연도 | 1유류(톤) | 1장비(톤) | 1기타(톤) | 8유류(톤) | 8장비(톤) | 8기타(톤) | 건설1(톤) | 건설8(톤) | |
---|---|---|---|---|---|---|---|---|---|
연도 | 1.000 | -0.383 | -0.789 | 0.293 | -1.000 | -0.804 | -0.288 | 1.000 | 1.000 |
1유류(톤) | -0.383 | 1.000 | 0.273 | 0.263 | 0.257 | 0.475 | 0.390 | 0.000 | 0.000 |
1장비(톤) | -0.789 | 0.273 | 1.000 | -0.205 | 0.714 | 0.596 | 0.133 | 0.000 | 0.000 |
1기타(톤) | 0.293 | 0.263 | -0.205 | 1.000 | 0.771 | 0.521 | 0.585 | 0.000 | 0.000 |
8유류(톤) | -1.000 | 0.257 | 0.714 | 0.771 | 1.000 | 0.829 | 1.000 | 0.000 | 0.000 |
8장비(톤) | -0.804 | 0.475 | 0.596 | 0.521 | 0.829 | 1.000 | 0.749 | 0.000 | 0.000 |
8기타(톤) | -0.288 | 0.390 | 0.133 | 0.585 | 1.000 | 0.749 | 1.000 | 0.000 | 0.000 |
건설1(톤) | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 1.000 |
건설8(톤) | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 1.000 |
연도 | 1유류(톤) | 1장비(톤) | 1기타(톤) | 8유류(톤) | 8장비(톤) | 8기타(톤) | 건설1(톤) | 건설8(톤) | |
---|---|---|---|---|---|---|---|---|---|
0 | 1996 | 32596 | 234506 | 74496 | 91268 | 94381 | 66560 | <NA> | <NA> |
1 | 1997 | 19318 | 287136 | 51436 | 86394 | 86099 | 61726 | <NA> | <NA> |
2 | 1998 | 27283 | 221038 | 51009 | 64678 | 54464 | 31274 | <NA> | <NA> |
3 | 1999 | 17587 | 160210 | 35229 | 35633 | 74533 | 16297 | <NA> | <NA> |
4 | 2000 | 27768 | 180803 | 37208 | 28772 | 72609 | 10864 | <NA> | <NA> |
5 | 2001 | 26335 | 191747 | 40690 | 5427 | 46858 | 8406 | <NA> | <NA> |
6 | 2002 | 23740 | 201308 | 43280 | <NA> | 102335 | 5767 | <NA> | <NA> |
7 | 2003 | 15713 | 216177 | 42447 | <NA> | 40383 | 8495 | <NA> | <NA> |
8 | 2004 | 20077 | 255256 | 52835 | <NA> | 87989 | 8510 | <NA> | <NA> |
9 | 2005 | 18681 | 175661 | 46088 | <NA> | 39443 | 3428 | <NA> | <NA> |
연도 | 1유류(톤) | 1장비(톤) | 1기타(톤) | 8유류(톤) | 8장비(톤) | 8기타(톤) | 건설1(톤) | 건설8(톤) | |
---|---|---|---|---|---|---|---|---|---|
13 | 2009 | 17254 | 157269 | 46802 | <NA> | 29868 | 1132 | <NA> | <NA> |
14 | 2010 | 17678 | 202187 | 26519 | <NA> | 5725 | 2341 | <NA> | <NA> |
15 | 2011 | 38534 | 81937 | 116063 | <NA> | <NA> | 34227 | <NA> | <NA> |
16 | 2012 | 22234 | 61449 | 128180 | <NA> | <NA> | 37223 | <NA> | <NA> |
17 | 2013 | 1670 | 49144 | 77468 | <NA> | <NA> | 13867 | <NA> | <NA> |
18 | 2014 | <NA> | 50279 | 91299 | <NA> | <NA> | 11157 | <NA> | <NA> |
19 | 2015 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 103336 | 11176 |
20 | 2016 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 88659 | 20079 |
21 | 2017 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 73517 | 33247 |
22 | 2018 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 84909 | 29687 |