Dataset statistics
Number of variables | 8 |
---|---|
Number of observations | 100 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 7.0 KiB |
Average record size in memory | 71.3 B |
Variable types
Categorical | 2 |
---|---|
Numeric | 6 |
Dataset
Description | 샘플 데이터 |
---|---|
Author | 한국수자원공사 |
URL | https://www.bigdata-environment.kr/user/data_market/detail.do?id=bcd6e060-38bb-11ea-be28-4fa0eb812a46 |
관측소명 is highly overall correlated with 당년 누적 강우량(mm) and 2 other fields | High correlation |
댐명 is highly overall correlated with 당년 누적 강우량(mm) and 2 other fields | High correlation |
관측일 is highly overall correlated with 전년 누적 강우량(mm) and 1 other fields | High correlation |
당년 누적 강우량(mm) is highly overall correlated with 전년 누적 강우량(mm) and 2 other fields | High correlation |
전년 누적 강우량(mm) is highly overall correlated with 관측일 and 4 other fields | High correlation |
예년 평균 누적 강우량(mm) is highly overall correlated with 관측일 and 1 other fields | High correlation |
강우량(mm) has 91 (91.0%) zeros | Zeros |
전년 강우량(mm) has 91 (91.0%) zeros | Zeros |
당년 누적 강우량(mm) has 53 (53.0%) zeros | Zeros |
전년 누적 강우량(mm) has 36 (36.0%) zeros | Zeros |
예년 평균 누적 강우량(mm) has 8 (8.0%) zeros | Zeros |
Reproduction
Analysis started | 2023-12-10 14:00:20.542924 |
---|---|
Analysis finished | 2023-12-10 14:00:27.450021 |
Duration | 6.91 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
댐명
Categorical
HIGH CORRELATION
 
Distinct | 7 |
---|---|
Distinct (%) | 7.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
광동 | |
---|---|
괴산 | |
구천 | |
군위 | |
군남 | |
Other values (2) |
Length
Max length | 2 |
---|---|
Median length | 2 |
Mean length | 2 |
Min length | 2 |
Unique
Unique | 1 ? |
---|---|
Unique (%) | 1.0% |
Sample
1st row | 감포 |
---|---|
2nd row | 감포 |
3rd row | 감포 |
4th row | 감포 |
5th row | 감포 |
Common Values
Value | Count | Frequency (%) |
광동 | 17 | |
괴산 | 17 | |
구천 | 17 | |
군위 | 17 | |
군남 | 16 | |
감포 | 15 | |
남강 | 1 | 1.0% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
광동 | 17 | |
괴산 | 17 | |
구천 | 17 | |
군위 | 17 | |
군남 | 16 | |
감포 | 15 | |
남강 | 1 | 1.0% |
관측소명
Categorical
HIGH CORRELATION
 
Distinct | 11 |
---|---|
Distinct (%) | 11.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 932.0 B |
거제시(구천댐) | |
---|---|
경주시(감포댐) | |
군위군(군위댐) | |
연천군(군남댐) | |
태백시(상사미동) | |
Other values (6) |
Length
Max length | 9 |
---|---|
Median length | 8 |
Mean length | 7.93 |
Min length | 6 |
Unique
Unique | 1 ? |
---|---|
Unique (%) | 1.0% |
Sample
1st row | 경주시(감포댐) |
---|---|
2nd row | 경주시(감포댐) |
3rd row | 경주시(감포댐) |
4th row | 경주시(감포댐) |
5th row | 경주시(감포댐) |
Common Values
Value | Count | Frequency (%) |
거제시(구천댐) | 17 | |
경주시(감포댐) | 15 | |
군위군(군위댐) | 12 | |
연천군(군남댐) | 10 | |
태백시(상사미동) | 9 | |
괴산댐(FTP) | 9 | |
삼척시(광동댐) | 8 | |
내속리(전) | 8 | |
연천군(횡산리) | 6 | 6.0% |
군위군(양지리) | 5 | 5.0% |
Length
Value | Count | Frequency (%) |
거제시(구천댐 | 17 | |
경주시(감포댐 | 15 | |
군위군(군위댐 | 12 | |
연천군(군남댐 | 10 | |
태백시(상사미동 | 9 | |
괴산댐(ftp | 9 | |
삼척시(광동댐 | 8 | |
내속리(전 | 8 | |
연천군(횡산리 | 6 | 6.0% |
군위군(양지리 | 5 | 5.0% |
관측일
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 21 |
---|---|
Distinct (%) | 21.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 20190118 |
Minimum | 20190102 |
---|---|
Maximum | 20190131 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 20190102 |
---|---|
5-th percentile | 20190102 |
Q1 | 20190110 |
median | 20190118 |
Q3 | 20190127 |
95-th percentile | 20190131 |
Maximum | 20190131 |
Range | 29 |
Interquartile range (IQR) | 17 |
Descriptive statistics
Standard deviation | 9.5641587 |
---|---|
Coefficient of variation (CV) | 4.7370494 × 10-7 |
Kurtosis | -1.3814445 |
Mean | 20190118 |
Median Absolute Deviation (MAD) | 8.5 |
Skewness | -0.19619979 |
Sum | 2.0190118 × 109 |
Variance | 91.473131 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
20190131 | 7 | 7.0% |
20190106 | 6 | 6.0% |
20190112 | 6 | 6.0% |
20190114 | 6 | 6.0% |
20190102 | 6 | 6.0% |
20190108 | 6 | 6.0% |
20190127 | 6 | 6.0% |
20190110 | 6 | 6.0% |
20190126 | 6 | 6.0% |
20190104 | 6 | 6.0% |
Other values (11) | 39 |
Value | Count | Frequency (%) |
20190102 | 6 | |
20190104 | 6 | |
20190106 | 6 | |
20190108 | 6 | |
20190110 | 6 | |
20190112 | 6 | |
20190114 | 6 | |
20190116 | 2 | 2.0% |
20190117 | 3 | |
20190118 | 3 |
Value | Count | Frequency (%) |
20190131 | 7 | |
20190130 | 5 | |
20190129 | 4 | |
20190128 | 6 | |
20190127 | 6 | |
20190126 | 6 | |
20190124 | 6 | |
20190122 | 4 | |
20190121 | 3 | |
20190120 | 2 | 2.0% |
강우량(mm)
Real number (ℝ)
ZEROS
 
Distinct | 9 |
---|---|
Distinct (%) | 9.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 0.555 |
Minimum | 0 |
---|---|
Maximum | 15 |
Zeros | 91 |
Zeros (%) | 91.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
median | 0 |
Q3 | 0 |
95-th percentile | 4 |
Maximum | 15 |
Range | 15 |
Interquartile range (IQR) | 0 |
Descriptive statistics
Standard deviation | 2.239335 |
---|---|
Coefficient of variation (CV) | 4.0348378 |
Kurtosis | 24.480839 |
Mean | 0.555 |
Median Absolute Deviation (MAD) | 0 |
Skewness | 4.8109686 |
Sum | 55.5 |
Variance | 5.0146212 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.0 | 91 | |
4.0 | 2 | 2.0% |
6.0 | 1 | 1.0% |
0.5 | 1 | 1.0% |
10.0 | 1 | 1.0% |
2.0 | 1 | 1.0% |
15.0 | 1 | 1.0% |
3.0 | 1 | 1.0% |
11.0 | 1 | 1.0% |
Value | Count | Frequency (%) |
0.0 | 91 | |
0.5 | 1 | 1.0% |
2.0 | 1 | 1.0% |
3.0 | 1 | 1.0% |
4.0 | 2 | 2.0% |
6.0 | 1 | 1.0% |
10.0 | 1 | 1.0% |
11.0 | 1 | 1.0% |
15.0 | 1 | 1.0% |
Value | Count | Frequency (%) |
15.0 | 1 | 1.0% |
11.0 | 1 | 1.0% |
10.0 | 1 | 1.0% |
6.0 | 1 | 1.0% |
4.0 | 2 | 2.0% |
3.0 | 1 | 1.0% |
2.0 | 1 | 1.0% |
0.5 | 1 | 1.0% |
0.0 | 91 |
전년 강우량(mm)
Real number (ℝ)
ZEROS
 
Distinct | 9 |
---|---|
Distinct (%) | 9.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 0.395 |
Minimum | 0 |
---|---|
Maximum | 11 |
Zeros | 91 |
Zeros (%) | 91.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
median | 0 |
Q3 | 0 |
95-th percentile | 3.05 |
Maximum | 11 |
Range | 11 |
Interquartile range (IQR) | 0 |
Descriptive statistics
Standard deviation | 1.5362538 |
---|---|
Coefficient of variation (CV) | 3.8892501 |
Kurtosis | 26.803229 |
Mean | 0.395 |
Median Absolute Deviation (MAD) | 0 |
Skewness | 4.8756964 |
Sum | 39.5 |
Variance | 2.3600758 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.0 | 91 | |
2.0 | 2 | 2.0% |
4.5 | 1 | 1.0% |
1.0 | 1 | 1.0% |
3.0 | 1 | 1.0% |
7.0 | 1 | 1.0% |
4.0 | 1 | 1.0% |
5.0 | 1 | 1.0% |
11.0 | 1 | 1.0% |
Value | Count | Frequency (%) |
0.0 | 91 | |
1.0 | 1 | 1.0% |
2.0 | 2 | 2.0% |
3.0 | 1 | 1.0% |
4.0 | 1 | 1.0% |
4.5 | 1 | 1.0% |
5.0 | 1 | 1.0% |
7.0 | 1 | 1.0% |
11.0 | 1 | 1.0% |
Value | Count | Frequency (%) |
11.0 | 1 | 1.0% |
7.0 | 1 | 1.0% |
5.0 | 1 | 1.0% |
4.5 | 1 | 1.0% |
4.0 | 1 | 1.0% |
3.0 | 1 | 1.0% |
2.0 | 2 | 2.0% |
1.0 | 1 | 1.0% |
0.0 | 91 |
당년 누적 강우량(mm)
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 11 |
---|---|
Distinct (%) | 11.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 2.52 |
Minimum | 0 |
---|---|
Maximum | 17 |
Zeros | 53 |
Zeros (%) | 53.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
median | 0 |
Q3 | 3 |
95-th percentile | 10.5 |
Maximum | 17 |
Range | 17 |
Interquartile range (IQR) | 3 |
Descriptive statistics
Standard deviation | 3.7537321 |
---|---|
Coefficient of variation (CV) | 1.4895762 |
Kurtosis | 3.447887 |
Mean | 2.52 |
Median Absolute Deviation (MAD) | 0 |
Skewness | 1.8905096 |
Sum | 252 |
Variance | 14.090505 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.0 | 53 | |
3.0 | 17 | 17.0% |
4.0 | 8 | 8.0% |
10.5 | 7 | 7.0% |
2.0 | 6 | 6.0% |
5.0 | 3 | 3.0% |
10.0 | 2 | 2.0% |
16.5 | 1 | 1.0% |
6.0 | 1 | 1.0% |
9.0 | 1 | 1.0% |
Value | Count | Frequency (%) |
0.0 | 53 | |
2.0 | 6 | 6.0% |
3.0 | 17 | 17.0% |
4.0 | 8 | 8.0% |
5.0 | 3 | 3.0% |
6.0 | 1 | 1.0% |
9.0 | 1 | 1.0% |
10.0 | 2 | 2.0% |
10.5 | 7 | 7.0% |
16.5 | 1 | 1.0% |
Value | Count | Frequency (%) |
17.0 | 1 | 1.0% |
16.5 | 1 | 1.0% |
10.5 | 7 | |
10.0 | 2 | 2.0% |
9.0 | 1 | 1.0% |
6.0 | 1 | 1.0% |
5.0 | 3 | 3.0% |
4.0 | 8 | |
3.0 | 17 | |
2.0 | 6 | 6.0% |
전년 누적 강우량(mm)
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 17 |
---|---|
Distinct (%) | 17.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 10.875 |
Minimum | 0 |
---|---|
Maximum | 40 |
Zeros | 36 |
Zeros (%) | 36.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
median | 4.5 |
Q3 | 18 |
95-th percentile | 40 |
Maximum | 40 |
Range | 40 |
Interquartile range (IQR) | 18 |
Descriptive statistics
Standard deviation | 13.597641 |
---|---|
Coefficient of variation (CV) | 1.2503578 |
Kurtosis | -0.20591932 |
Mean | 10.875 |
Median Absolute Deviation (MAD) | 4.5 |
Skewness | 1.0910966 |
Sum | 1087.5 |
Variance | 184.89583 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.0 | 36 | |
40.0 | 10 | 10.0% |
31.0 | 8 | 8.0% |
18.0 | 7 | 7.0% |
3.0 | 6 | 6.0% |
6.0 | 5 | 5.0% |
19.0 | 5 | 5.0% |
5.5 | 4 | 4.0% |
4.0 | 4 | 4.0% |
7.0 | 3 | 3.0% |
Other values (7) | 12 | 12.0% |
Value | Count | Frequency (%) |
0.0 | 36 | |
1.0 | 3 | 3.0% |
2.0 | 1 | 1.0% |
3.0 | 6 | 6.0% |
4.0 | 4 | 4.0% |
5.0 | 2 | 2.0% |
5.5 | 4 | 4.0% |
6.0 | 5 | 5.0% |
7.0 | 3 | 3.0% |
7.5 | 1 | 1.0% |
Value | Count | Frequency (%) |
40.0 | 10 | |
31.0 | 8 | |
27.0 | 1 | 1.0% |
19.0 | 5 | |
18.0 | 7 | |
16.0 | 2 | 2.0% |
15.0 | 2 | 2.0% |
7.5 | 1 | 1.0% |
7.0 | 3 | 3.0% |
6.0 | 5 |
예년 평균 누적 강우량(mm)
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 73 |
---|---|
Distinct (%) | 73.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 10.22 |
Minimum | 0 |
---|---|
Maximum | 55.7 |
Zeros | 8 |
Zeros (%) | 8.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 1.375 |
median | 5.1 |
Q3 | 15.95 |
95-th percentile | 34.155 |
Maximum | 55.7 |
Range | 55.7 |
Interquartile range (IQR) | 14.575 |
Descriptive statistics
Standard deviation | 12.262573 |
---|---|
Coefficient of variation (CV) | 1.1998604 |
Kurtosis | 2.9481766 |
Mean | 10.22 |
Median Absolute Deviation (MAD) | 4.65 |
Skewness | 1.7263146 |
Sum | 1022 |
Variance | 150.37071 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0.0 | 8 | 8.0% |
0.4 | 4 | 4.0% |
3.1 | 3 | 3.0% |
4.6 | 3 | 3.0% |
1.1 | 3 | 3.0% |
0.5 | 2 | 2.0% |
1.0 | 2 | 2.0% |
18.1 | 2 | 2.0% |
1.9 | 2 | 2.0% |
4.0 | 2 | 2.0% |
Other values (63) | 69 |
Value | Count | Frequency (%) |
0.0 | 8 | |
0.1 | 2 | 2.0% |
0.3 | 1 | 1.0% |
0.4 | 4 | |
0.5 | 2 | 2.0% |
1.0 | 2 | 2.0% |
1.1 | 3 | 3.0% |
1.2 | 1 | 1.0% |
1.3 | 2 | 2.0% |
1.4 | 1 | 1.0% |
Value | Count | Frequency (%) |
55.7 | 1 | |
52.5 | 1 | |
47.6 | 1 | |
44.3 | 1 | |
37.1 | 1 | |
34.0 | 1 | |
31.7 | 1 | |
31.2 | 1 | |
27.3 | 1 | |
26.1 | 1 |
댐명 | 관측소명 | 관측일 | 강우량(mm) | 전년 강우량(mm) | 당년 누적 강우량(mm) | 전년 누적 강우량(mm) | 예년 평균 누적 강우량(mm) | |
---|---|---|---|---|---|---|---|---|
댐명 | 1.000 | 1.000 | 0.000 | 0.807 | 0.000 | 0.918 | 0.942 | 0.518 |
관측소명 | 1.000 | 1.000 | 0.000 | 0.627 | 0.000 | 0.796 | 0.886 | 0.609 |
관측일 | 0.000 | 0.000 | 1.000 | 0.306 | 0.160 | 0.315 | 0.290 | 0.469 |
강우량(mm) | 0.807 | 0.627 | 0.306 | 1.000 | 0.000 | 0.935 | 0.833 | 0.386 |
전년 강우량(mm) | 0.000 | 0.000 | 0.160 | 0.000 | 1.000 | 0.000 | 0.000 | 0.372 |
당년 누적 강우량(mm) | 0.918 | 0.796 | 0.315 | 0.935 | 0.000 | 1.000 | 0.938 | 0.688 |
전년 누적 강우량(mm) | 0.942 | 0.886 | 0.290 | 0.833 | 0.000 | 0.938 | 1.000 | 0.722 |
예년 평균 누적 강우량(mm) | 0.518 | 0.609 | 0.469 | 0.386 | 0.372 | 0.688 | 0.722 | 1.000 |
관측소명 | 댐명 | |
---|---|---|
관측소명 | 1.000 | 0.978 |
댐명 | 0.978 | 1.000 |
관측일 | 강우량(mm) | 전년 강우량(mm) | 당년 누적 강우량(mm) | 전년 누적 강우량(mm) | 예년 평균 누적 강우량(mm) | 댐명 | 관측소명 | |
---|---|---|---|---|---|---|---|---|
관측일 | 1.000 | 0.155 | -0.097 | 0.487 | 0.685 | 0.746 | 0.000 | 0.000 |
강우량(mm) | 0.155 | 1.000 | -0.099 | 0.414 | 0.158 | 0.128 | 0.408 | 0.364 |
전년 강우량(mm) | -0.097 | -0.099 | 1.000 | -0.072 | 0.081 | 0.070 | 0.000 | 0.000 |
당년 누적 강우량(mm) | 0.487 | 0.414 | -0.072 | 1.000 | 0.665 | 0.498 | 0.575 | 0.545 |
전년 누적 강우량(mm) | 0.685 | 0.158 | 0.081 | 0.665 | 1.000 | 0.835 | 0.632 | 0.673 |
예년 평균 누적 강우량(mm) | 0.746 | 0.128 | 0.070 | 0.498 | 0.835 | 1.000 | 0.288 | 0.309 |
댐명 | 0.000 | 0.408 | 0.000 | 0.575 | 0.632 | 0.288 | 1.000 | 0.978 |
관측소명 | 0.000 | 0.364 | 0.000 | 0.545 | 0.673 | 0.309 | 0.978 | 1.000 |
댐명 | 관측소명 | 관측일 | 강우량(mm) | 전년 강우량(mm) | 당년 누적 강우량(mm) | 전년 누적 강우량(mm) | 예년 평균 누적 강우량(mm) | |
---|---|---|---|---|---|---|---|---|
0 | 감포 | 경주시(감포댐) | 20190131 | 6.0 | 0.0 | 16.5 | 31.0 | 31.7 |
1 | 감포 | 경주시(감포댐) | 20190108 | 0.0 | 4.5 | 0.0 | 5.5 | 4.0 |
2 | 감포 | 경주시(감포댐) | 20190128 | 0.0 | 0.0 | 10.5 | 31.0 | 27.3 |
3 | 감포 | 경주시(감포댐) | 20190124 | 0.0 | 0.0 | 10.5 | 31.0 | 24.7 |
4 | 감포 | 경주시(감포댐) | 20190120 | 0.5 | 0.0 | 10.5 | 31.0 | 18.1 |
5 | 감포 | 경주시(감포댐) | 20190104 | 0.0 | 0.0 | 0.0 | 0.0 | 1.9 |
6 | 감포 | 경주시(감포댐) | 20190126 | 0.0 | 0.0 | 10.5 | 31.0 | 25.3 |
7 | 감포 | 경주시(감포댐) | 20190106 | 0.0 | 0.0 | 0.0 | 0.0 | 3.3 |
8 | 감포 | 경주시(감포댐) | 20190127 | 0.0 | 0.0 | 10.5 | 31.0 | 26.1 |
9 | 감포 | 경주시(감포댐) | 20190130 | 0.0 | 0.0 | 10.5 | 31.0 | 31.2 |
댐명 | 관측소명 | 관측일 | 강우량(mm) | 전년 강우량(mm) | 당년 누적 강우량(mm) | 전년 누적 강우량(mm) | 예년 평균 누적 강우량(mm) | |
---|---|---|---|---|---|---|---|---|
90 | 군위 | 군위군(양지리) | 20190110 | 0.0 | 0.0 | 0.0 | 0.0 | 0.5 |
91 | 군위 | 군위군(양지리) | 20190116 | 0.0 | 5.0 | 5.0 | 5.0 | 1.9 |
92 | 군위 | 군위군(군위댐) | 20190129 | 0.0 | 0.0 | 4.0 | 18.0 | 8.4 |
93 | 군위 | 군위군(군위댐) | 20190128 | 0.0 | 0.0 | 4.0 | 18.0 | 7.2 |
94 | 군위 | 군위군(군위댐) | 20190127 | 0.0 | 0.0 | 4.0 | 18.0 | 7.1 |
95 | 군위 | 군위군(군위댐) | 20190118 | 0.0 | 0.0 | 4.0 | 18.0 | 3.1 |
96 | 군위 | 군위군(양지리) | 20190119 | 0.0 | 0.0 | 5.0 | 15.0 | 2.4 |
97 | 군위 | 군위군(군위댐) | 20190117 | 0.0 | 11.0 | 4.0 | 18.0 | 3.1 |
98 | 군위 | 군위군(군위댐) | 20190126 | 0.0 | 0.0 | 4.0 | 18.0 | 6.8 |
99 | 남강 | 함양군(의탄리) | 20190131 | 11.0 | 0.0 | 17.0 | 27.0 | 11.9 |