Compute a distance matrix from all pairs of columns or rows in a data frame, using a unified SciViews::R formula interface.
dissimilarity(
data,
formula = ~.,
subset = NULL,
method = "euclidean",
scale = FALSE,
rownames.col = getOption("SciViews.dtx.rownames", default = ".rownames"),
transpose = FALSE,
fun = NULL,
...
)
# S3 method for Dissimilarity
print(x, digits.d = 3L, rownames.lab = "labels", ...)
# S3 method for Dissimilarity
labels(object, ...)
# S3 method for Dissimilarity
nobs(object, ...)
# S3 method for Dissimilarity
autoplot(
object,
order = TRUE,
show.labels = TRUE,
lab.size = NULL,
gradient = list(low = "blue", mid = "white", high = "red"),
...
)
# S3 method for Dissimilarity
chart(
data,
order = TRUE,
show.labels = TRUE,
lab.size = NULL,
gradient = list(low = "blue", mid = "white", high = "red"),
...,
type = NULL,
env = parent.frame()
)Arguments
- data
A data.frame, tibble or matrix.
- formula
A right-side only formula (
~ ...) indicating which columns to keep in the data. The default one (~ .) keeps all columns.- subset
An expression indicating which rows to keep from data.
- method
The distance (dissimilarity) method to use. By default, it is
"euclidean", but it can also be"maximum","binary","minkowski"fromstats::dist(), or"bray","manhattan","canberra","clark","kulczynski","jaccard","gower","altGower","morisita","horm","mountfort","raup","binomial","chao","cao","mahalanobis","chisq", or"chord"fromvegan::vegdist(), or any other distance from the function you provide infun =.- scale
Do we scale (mean = 0, standard deviation = 1) the data before calculating the distance (
FALSEby default)?- rownames.col
In case the
dataobject does not have row names (atibblefor instance), which column should be used for name of the rows?- transpose
Do we transpose
datafirst (to calculate distance between columns instead of rows)? By default, not (FALSE).- fun
A function that does the calculation and return a
dist-like object (similar to whatstats::dist()) provides. IfNULL(by default),stats::dist()orvegan::vegdist()is used, depending onmethod =. Note that both functions calculate"canberra"differently, and in this case, it is thevegan::vegdist()version that is used by default. Other compatible functions:vegan::designdist(),cluster::daisy(),factoextra::get_dist(), and probably more.- ...
Further parameters passed to the
fun =(see its man page) fordissimilarity(), or further arguments passed to methods.- x, object
A
Dissimilarityobject- digits.d
Number of digits to print, by default, 3.
- rownames.lab
The name of the column containing the labels, by default
"labels".- order
Do we reorder the lines and columns according to their resemblance (
TRUEby default)?- show.labels
Are the labels displayed on the axes (
TRUEby default)?- lab.size
Force the size of the labels (
NULLby default for automatic size).- gradient
The palette of color to use in the plot.
- type
The type of plot. For the moment, only one plot is possible and the default value (
NULL) should not be changed.- env
The environment where to evaluate the formula. If you don't understand this, you probably don't have to touch this arguments.
Value
An S3 object of class c("Dissimilarity", "dist"), thus inheriting from dist. A Dissimilarity object is better displayed (specific print() method), and has also dedicated methods labels() (get line and column labels), nobs() (get number of observations, that is, number of lines or columns), autoplot() (generate a ggplot2 from the matrix) and chart() (generate a chart version of the ggplot2).
See also
Examples
SciViews::R
iris <- read("iris", package = "datasets")
iris_num <- iris[, -5] # Only numeric columns from iris
# Compare the 150 flowers and nicely print the result
dissimilarity(iris_num, method = "manhattan")
#> Dissimilarity matrix with metric: manhattan
#> labels 1 2 3 4 5 6 7 8 9 10 11 12 13
#> 1 1
#> 2 2 0.7
#> 3 3 0.8 0.5
#> 4 4 1.0 0.5 0.4
#> 5 5 0.2 0.7 0.8 1.0
#> 6 6 1.2 1.9 2.0 2.0 1.2
#> 7 7 0.7 0.8 0.5 0.5 0.7 1.7
#> 8 8 0.3 0.6 0.7 0.7 0.3 1.3 0.6
#> 9 9 1.3 0.6 0.7 0.5 1.3 2.5 0.8 1.2
#> 10 10 0.8 0.3 0.6 0.4 0.8 1.8 0.9 0.5 0.9
#> 11 11 0.6 1.3 1.4 1.4 0.6 0.6 1.3 0.7 1.9 1.2
#> 12 12 0.6 0.7 0.6 0.6 0.6 1.4 0.5 0.3 1.1 0.6 1.0
#> 13 13 0.9 0.2 0.5 0.5 0.9 2.1 0.8 0.8 0.6 0.3 1.5 0.7
#> 14 14 1.7 1.0 0.9 0.9 1.7 2.9 1.2 1.6 0.6 1.1 2.3 1.5 0.8
#> 15 15 1.4 2.1 2.0 2.4 1.4 1.2 2.1 1.7 2.7 2.2 1.0 2.0 2.3
#> 16 16 1.8 2.5 2.6 2.6 1.8 1.0 2.3 1.9 3.1 2.4 1.2 2.2 2.7
#> 17 17 1.0 1.7 1.6 2.0 1.0 0.4 1.5 1.3 2.3 1.8 0.6 1.6 1.9
#> 18 18 0.1 0.8 0.9 1.1 0.3 1.1 0.6 0.4 1.4 0.9 0.7 0.7 1.0
#> 19 19 1.3 2.0 2.1 2.1 1.3 0.5 1.8 1.4 2.6 1.9 0.7 1.5 2.2
#> 20 20 0.5 1.2 1.3 1.3 0.5 0.7 1.0 0.6 1.8 1.1 0.5 0.9 1.4
#> 21 21 0.7 1.2 1.3 1.3 0.9 0.7 1.2 0.6 1.8 1.1 0.5 0.7 1.4
#> 22 22 0.5 1.2 1.3 1.3 0.5 0.7 1.0 0.6 1.8 1.1 0.5 0.9 1.4
#> 23 23 1.0 1.3 0.8 1.0 0.8 2.0 0.7 1.1 1.3 1.4 1.4 1.0 1.3
#> 24 24 0.8 1.1 1.2 1.2 1.0 1.0 1.1 0.7 1.7 1.0 1.2 0.8 1.3
#> 25 25 0.9 1.0 0.9 0.9 0.9 1.5 0.8 0.6 1.4 0.9 1.3 0.3 1.0
#> 26 26 0.8 0.3 0.8 0.6 0.8 1.6 1.1 0.5 0.9 0.4 1.2 0.6 0.5
#> 27 27 0.6 0.9 1.0 1.0 0.6 1.0 0.7 0.3 1.5 0.8 1.0 0.4 1.1
#> 28 28 0.2 0.9 1.0 1.0 0.4 1.0 0.9 0.3 1.5 0.8 0.4 0.6 1.1
#> 29 29 0.2 0.7 0.8 1.0 0.4 1.2 0.7 0.3 1.3 0.8 0.6 0.6 0.9
#> 30 30 0.9 0.6 0.3 0.3 0.9 1.7 0.6 0.6 0.8 0.5 1.3 0.3 0.6
#> 31 31 0.9 0.4 0.5 0.3 0.9 1.7 0.8 0.6 0.8 0.3 1.3 0.3 0.4
#> 32 32 0.7 1.2 1.3 1.3 0.9 0.7 1.0 0.6 1.8 1.1 0.5 0.9 1.4
#> 33 33 0.9 1.6 1.7 1.7 0.9 0.9 1.6 1.0 2.2 1.3 0.7 1.3 1.6
#> 34 34 1.1 1.8 1.9 2.1 1.1 0.9 1.8 1.4 2.4 1.9 0.7 1.7 2.0
#> 35 35 0.7 0.2 0.5 0.3 0.7 1.7 0.8 0.4 0.8 0.1 1.1 0.5 0.4
#> 36 36 0.6 0.5 0.4 0.8 0.6 1.8 0.9 0.5 1.1 0.6 1.2 0.8 0.7
#> 37 37 0.5 1.2 1.1 1.5 0.7 1.1 1.2 0.8 1.8 1.3 0.5 1.1 1.4
#> 38 38 0.4 0.7 0.8 1.0 0.2 1.4 0.7 0.5 1.3 0.6 0.8 0.6 0.7
#> 39 39 1.3 0.6 0.5 0.5 1.3 2.5 0.8 1.2 0.2 0.9 1.9 1.1 0.6
#> 40 40 0.2 0.7 0.8 0.8 0.4 1.2 0.7 0.1 1.3 0.6 0.6 0.4 0.9
#> 41 41 0.3 0.8 0.7 1.1 0.3 1.3 0.6 0.4 1.4 0.9 0.9 0.7 1.0
#> 42 42 2.0 1.3 1.2 1.2 2.0 3.0 1.3 1.9 0.9 1.6 2.6 1.8 1.3
#> 43 43 1.1 0.8 0.3 0.5 1.1 2.3 0.6 1.0 0.4 0.9 1.7 0.9 0.8
#> 44 44 0.7 1.2 1.3 1.3 0.7 1.1 1.0 0.6 1.8 1.1 1.1 0.7 1.4
#> 45 45 1.0 1.7 1.8 1.8 1.0 0.6 1.5 1.1 2.3 1.6 1.0 1.2 1.9
#> 46 46 0.9 0.2 0.5 0.5 0.9 1.9 0.6 0.8 0.6 0.5 1.5 0.7 0.2
#> 47 47 0.5 1.2 1.3 1.3 0.5 0.7 1.2 0.6 1.8 1.1 0.5 0.7 1.4
#> 48 48 0.8 0.5 0.2 0.2 0.8 2.0 0.3 0.7 0.5 0.6 1.4 0.6 0.5
#> 49 49 0.5 1.2 1.3 1.3 0.5 0.7 1.2 0.6 1.8 1.1 0.1 0.9 1.4
#> 50 50 0.3 0.4 0.5 0.7 0.3 1.5 0.6 0.2 1.0 0.5 0.9 0.5 0.6
#> 51 51 6.7 6.8 6.9 6.9 6.9 6.3 7.0 6.6 7.4 6.7 6.5 6.7 7.0
#> 52 52 6.0 6.1 6.2 6.2 6.2 5.6 6.3 5.9 6.7 6.0 5.8 6.0 6.3
#> 53 53 7.0 6.9 7.2 7.0 7.2 6.6 7.3 6.9 7.5 6.8 6.8 7.0 7.1
#> 54 54 5.3 5.0 5.5 5.3 5.5 4.9 5.6 5.2 5.4 5.1 5.1 5.3 5.2
#> 55 55 6.6 6.3 6.8 6.6 6.8 6.2 6.9 6.5 6.7 6.4 6.4 6.6 6.5
#> 56 56 5.5 5.2 5.7 5.5 5.7 5.1 5.8 5.4 5.6 5.3 5.3 5.5 5.4
#> 57 57 6.1 6.4 6.5 6.5 6.3 5.7 6.4 6.0 7.0 6.3 5.9 6.1 6.6
#> 58 58 4.0 3.3 3.8 3.6 4.0 4.2 3.9 3.7 3.7 3.4 4.4 3.6 3.5
#> 59 59 6.4 6.1 6.6 6.4 6.6 6.0 6.7 6.3 6.5 6.2 6.2 6.4 6.3
#> 60 60 4.6 4.3 4.8 4.6 4.8 4.6 4.9 4.5 4.7 4.4 4.8 4.6 4.5
#> 61 61 4.5 4.0 4.5 4.3 4.5 4.7 4.6 4.2 4.4 4.1 4.9 4.3 4.2
#> 62 62 5.4 5.1 5.6 5.4 5.6 5.0 5.7 5.3 5.7 5.2 5.2 5.4 5.3
#> 63 63 5.6 5.3 5.8 5.6 5.8 5.2 5.9 5.5 5.7 5.4 5.4 5.6 5.5
#> 64 64 6.1 5.8 6.3 6.1 6.3 5.7 6.4 6.0 6.2 5.9 5.9 6.1 6.0
#> 65 65 4.4 4.1 4.6 4.4 4.6 4.0 4.7 4.3 4.5 4.2 4.2 4.4 4.3
#> 66 66 6.2 6.1 6.4 6.2 6.4 5.8 6.5 6.1 6.7 6.0 6.0 6.2 6.3
#> 67 67 5.4 5.1 5.6 5.4 5.6 5.0 5.7 5.3 5.7 5.2 5.2 5.4 5.3
#> 68 68 5.0 4.7 5.2 5.0 5.2 4.6 5.3 4.9 5.1 4.8 4.8 5.0 4.9
#> 69 69 6.8 6.5 7.0 6.8 7.0 6.4 7.1 6.7 6.9 6.6 6.6 6.8 6.7
#> 70 70 4.9 4.6 5.1 4.9 5.1 4.5 5.2 4.8 5.0 4.7 4.7 4.9 4.8
#> 71 71 6.1 6.2 6.3 6.3 6.3 5.7 6.4 6.0 6.8 6.1 5.9 6.1 6.4
#> 72 72 5.4 5.1 5.6 5.4 5.6 5.0 5.7 5.3 5.5 5.2 5.2 5.4 5.3
#> 73 73 7.0 6.7 7.2 7.0 7.2 6.6 7.3 6.9 7.1 6.8 6.8 7.0 6.9
#> 74 74 6.0 5.7 6.2 6.0 6.2 5.6 6.3 5.9 6.1 5.8 5.8 6.0 5.9
#> 75 75 5.9 5.6 6.1 5.9 6.1 5.5 6.2 5.8 6.0 5.7 5.7 5.9 5.8
#> 76 76 6.2 5.9 6.4 6.2 6.4 5.8 6.5 6.1 6.5 6.0 6.0 6.2 6.1
#> 77 77 7.0 6.7 7.2 7.0 7.2 6.6 7.3 6.9 7.1 6.8 6.8 7.0 6.9
#> 78 78 7.2 6.9 7.4 7.2 7.4 6.8 7.5 7.1 7.5 7.0 7.0 7.2 7.1
#> 79 79 5.9 5.6 6.1 5.9 6.1 5.5 6.2 5.8 6.0 5.7 5.7 5.9 5.8
#> 80 80 4.4 4.1 4.6 4.4 4.6 4.0 4.7 4.3 4.5 4.2 4.2 4.4 4.3
#> 81 81 4.8 4.5 5.0 4.8 5.0 4.4 5.1 4.7 4.9 4.6 4.6 4.8 4.7
#> 82 82 4.6 4.3 4.8 4.6 4.8 4.2 4.9 4.5 4.7 4.4 4.4 4.6 4.5
#> 83 83 5.0 4.7 5.2 5.0 5.2 4.6 5.3 4.9 5.1 4.8 4.8 5.0 4.9
#> 84 84 6.8 6.5 7.0 6.8 7.0 6.4 7.1 6.7 6.9 6.6 6.6 6.8 6.7
#> 85 85 5.2 4.9 5.4 5.2 5.4 4.8 5.5 5.1 5.5 5.0 5.0 5.2 5.1
#> 86 86 5.5 6.0 6.1 6.1 5.7 5.1 5.8 5.4 6.6 5.9 5.3 5.5 6.2
#> 87 87 6.6 6.5 6.8 6.6 6.8 6.2 6.9 6.5 7.1 6.4 6.4 6.6 6.7
#> 88 88 6.5 6.2 6.7 6.5 6.7 6.1 6.8 6.4 6.6 6.3 6.3 6.5 6.4
#> 89 89 4.8 4.5 5.0 4.8 5.0 4.4 5.1 4.7 5.1 4.6 4.6 4.8 4.7
#> 90 90 5.1 4.8 5.3 5.1 5.3 4.7 5.4 5.0 5.2 4.9 4.9 5.1 5.0
#> 91 91 5.3 5.0 5.5 5.3 5.5 4.9 5.6 5.2 5.4 5.1 5.1 5.3 5.2
#> 92 92 5.9 5.6 6.1 5.9 6.1 5.5 6.2 5.8 6.2 5.7 5.7 5.9 5.8
#> 93 93 5.2 4.9 5.4 5.2 5.4 4.8 5.5 5.1 5.3 5.0 5.0 5.2 5.1
#> 94 94 4.0 3.5 4.0 3.8 4.0 4.2 4.1 3.7 3.9 3.6 4.4 3.8 3.7
#> 95 95 5.2 4.9 5.4 5.2 5.4 4.8 5.5 5.1 5.3 5.0 5.0 5.2 5.1
#> 96 96 4.9 4.6 5.1 4.9 5.1 4.5 5.2 4.8 5.2 4.7 4.7 4.9 4.8
#> 97 97 5.1 4.8 5.3 5.1 5.3 4.7 5.4 5.0 5.2 4.9 4.9 5.1 5.0
#> 98 98 5.7 5.4 5.9 5.7 5.9 5.3 6.0 5.6 5.8 5.5 5.5 5.7 5.6
#> 99 99 3.5 3.2 3.7 3.5 3.7 3.7 3.8 3.4 3.6 3.3 3.9 3.5 3.4
#> 100 100 5.1 4.8 5.3 5.1 5.3 4.7 5.4 5.0 5.2 4.9 4.9 5.1 5.0
#> 101 101 8.3 8.6 8.7 8.7 8.5 7.9 8.6 8.2 9.2 8.5 8.1 8.3 8.8
#> 102 102 6.9 6.6 7.1 6.9 7.1 6.5 7.2 6.8 7.0 6.7 6.7 6.9 6.8
#> 103 103 8.9 8.6 9.1 8.9 9.1 8.5 9.2 8.8 9.2 8.7 8.7 8.9 8.8
#> 104 104 7.6 7.3 7.8 7.6 7.8 7.2 7.9 7.5 7.7 7.4 7.4 7.6 7.5
#> 105 105 8.3 8.0 8.5 8.3 8.5 7.9 8.6 8.2 8.6 8.1 8.1 8.3 8.2
#> 106 106 10.1 9.8 10.3 10.1 10.3 9.7 10.4 10.0 10.4 9.9 9.9 10.1 10.0
#> 107 107 5.8 5.1 5.6 5.4 5.8 6.0 5.7 5.5 5.5 5.2 6.2 5.4 5.3
#> 108 108 9.3 9.0 9.5 9.3 9.5 8.9 9.6 9.2 9.4 9.1 9.1 9.3 9.2
#> 109 109 8.6 8.3 8.8 8.6 8.8 8.2 8.9 8.5 8.7 8.4 8.4 8.6 8.5
#> 110 110 9.2 9.9 10.0 10.0 9.2 8.6 9.7 9.3 10.5 9.8 8.8 9.4 10.1
#> 111 111 7.2 7.3 7.4 7.4 7.4 6.8 7.5 7.1 7.9 7.2 7.0 7.2 7.5
#> 112 112 7.7 7.4 7.9 7.7 7.9 7.3 8.0 7.6 7.8 7.5 7.5 7.7 7.6
#> 113 113 8.2 7.9 8.4 8.2 8.4 7.8 8.5 8.1 8.5 8.0 8.0 8.2 8.1
#> 114 114 7.0 6.7 7.2 7.0 7.2 6.6 7.3 6.9 7.1 6.8 6.8 7.0 6.9
#> 115 115 7.3 7.0 7.5 7.3 7.5 6.9 7.6 7.2 7.4 7.1 7.1 7.3 7.2
#> 116 116 7.6 7.7 7.8 7.8 7.8 7.2 7.9 7.5 8.3 7.6 7.4 7.6 7.9
#> 117 117 7.6 7.3 7.8 7.6 7.8 7.2 7.9 7.5 7.9 7.4 7.4 7.6 7.5
#> 118 118 10.2 10.9 11.0 11.0 10.2 9.2 10.7 10.3 11.5 10.8 9.6 10.4 11.1
#> 119 119 11.1 10.8 11.3 11.1 11.3 10.7 11.4 11.0 11.2 10.9 10.9 11.1 11.0
#> 120 120 7.1 6.8 7.3 7.1 7.3 6.7 7.4 7.0 7.2 6.9 6.9 7.1 7.0
#> 121 121 8.5 8.6 8.7 8.7 8.7 8.1 8.8 8.4 9.2 8.5 8.3 8.5 8.8
#> 122 122 6.5 6.2 6.7 6.5 6.7 6.1 6.8 6.4 6.6 6.3 6.3 6.5 6.4
#> 123 123 10.4 10.1 10.6 10.4 10.6 10.0 10.7 10.3 10.5 10.2 10.2 10.4 10.3
#> 124 124 7.1 6.8 7.3 7.1 7.3 6.7 7.4 7.0 7.2 6.9 6.9 7.1 7.0
#> 125 125 8.0 8.3 8.4 8.4 8.2 7.6 8.3 7.9 8.9 8.2 7.8 8.0 8.5
#> 126 126 8.6 8.7 8.8 8.8 8.8 8.2 8.9 8.5 9.3 8.6 8.4 8.6 8.9
#> 127 127 6.8 6.5 7.0 6.8 7.0 6.4 7.1 6.7 6.9 6.6 6.6 6.8 6.7
#> 128 128 6.6 6.3 6.8 6.6 6.8 6.2 6.9 6.5 6.9 6.4 6.4 6.6 6.5
#> 129 129 8.1 7.8 8.3 8.1 8.3 7.7 8.4 8.0 8.2 7.9 7.9 8.1 8.0
#> 130 130 8.4 8.1 8.6 8.4 8.6 8.0 8.7 8.3 8.7 8.2 8.2 8.4 8.3
#> 131 131 9.4 9.1 9.6 9.4 9.6 9.0 9.7 9.3 9.5 9.2 9.2 9.4 9.3
#> 132 132 9.9 10.6 10.7 10.7 9.9 8.9 10.4 10.0 11.2 10.5 9.3 10.1 10.8
#> 133 133 8.2 7.9 8.4 8.2 8.4 7.8 8.5 8.1 8.3 8.0 8.0 8.2 8.1
#> 134 134 6.9 6.6 7.1 6.9 7.1 6.5 7.2 6.8 7.0 6.7 6.7 6.9 6.8
#> 135 135 7.3 7.0 7.5 7.3 7.5 6.9 7.6 7.2 7.4 7.1 7.1 7.3 7.2
#> 136 136 9.9 9.6 10.1 9.9 10.1 9.5 10.2 9.8 10.2 9.7 9.7 9.9 9.8
#> 137 137 7.7 8.2 8.3 8.3 7.9 7.3 8.0 7.6 8.8 8.1 7.5 7.7 8.4
#> 138 138 7.4 7.3 7.6 7.4 7.6 7.0 7.7 7.3 7.9 7.2 7.2 7.4 7.5
#> 139 139 6.4 6.1 6.6 6.4 6.6 6.0 6.7 6.3 6.7 6.2 6.2 6.4 6.3
#> 140 140 8.1 8.0 8.3 8.1 8.3 7.7 8.4 8.0 8.6 7.9 7.9 8.1 8.2
#> 141 141 8.4 8.3 8.6 8.4 8.6 8.0 8.7 8.3 8.9 8.2 8.2 8.4 8.5
#> 142 142 8.0 7.9 8.2 8.0 8.2 7.6 8.3 7.9 8.5 7.8 7.8 8.0 8.1
#> 143 143 6.9 6.6 7.1 6.9 7.1 6.5 7.2 6.8 7.0 6.7 6.7 6.9 6.8
#> 144 144 8.6 8.7 8.8 8.8 8.8 8.2 8.9 8.5 9.3 8.6 8.4 8.6 8.9
#> 145 145 8.4 8.7 8.8 8.8 8.6 8.0 8.7 8.3 9.3 8.6 8.2 8.4 8.9
#> 146 146 8.0 7.7 8.2 8.0 8.2 7.6 8.3 7.9 8.3 7.8 7.8 8.0 7.9
#> 147 147 7.5 7.2 7.7 7.5 7.7 7.1 7.8 7.4 7.6 7.3 7.3 7.5 7.4
#> 148 148 7.5 7.2 7.7 7.5 7.7 7.1 7.8 7.4 7.8 7.3 7.3 7.5 7.4
#> 149 149 7.3 7.8 7.9 7.9 7.5 6.9 7.6 7.2 8.4 7.7 7.1 7.3 8.0
#> 150 150 6.6 6.3 6.8 6.6 6.8 6.2 6.9 6.5 6.9 6.4 6.4 6.6 6.5
#> 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28
#> 1
#> 2
#> 3
#> 4
#> 5
#> 6
#> 7
#> 8
#> 9
#> 10
#> 11
#> 12
#> 13
#> 14
#> 15 2.7
#> 16 3.5 1.0
#> 17 2.5 0.8 1.0
#> 18 1.8 1.5 1.7 0.9
#> 19 3.0 0.9 0.9 0.9 1.2
#> 20 2.2 1.3 1.3 0.7 0.4 0.8
#> 21 2.2 1.5 1.7 1.1 0.8 0.8 1.0
#> 22 2.2 1.5 1.3 0.7 0.4 1.0 0.2 1.0
#> 23 1.1 1.8 2.6 1.6 1.1 2.1 1.3 1.7 1.3
#> 24 2.1 2.2 2.0 1.4 0.7 1.3 0.9 0.7 0.7 1.8
#> 25 1.8 2.3 2.5 1.9 1.0 1.6 1.2 0.8 1.2 1.3 0.9
#> 26 1.3 2.2 2.4 1.8 0.9 1.7 1.1 0.9 1.1 1.6 0.8 0.9
#> 27 1.9 2.0 1.8 1.2 0.5 1.3 0.7 0.7 0.5 1.4 0.4 0.7 0.6
#> 28 1.9 1.4 1.6 1.0 0.3 1.1 0.5 0.5 0.5 1.2 0.8 0.9 0.8 0.6
#> 29 1.7 1.4 1.8 1.0 0.3 1.3 0.7 0.5 0.7 1.2 0.8 0.9 0.8 0.6 0.2
#> 30 1.2 2.3 2.5 1.9 1.0 1.8 1.2 1.0 1.2 1.1 0.9 0.6 0.5 0.7 0.9
#> 31 1.2 2.3 2.5 1.9 1.0 1.8 1.2 1.0 1.2 1.3 0.9 0.6 0.3 0.7 0.9
#> 32 2.2 1.5 1.3 0.7 0.6 1.0 0.8 0.4 0.6 1.7 0.7 1.2 1.1 0.5 0.5
#> 33 2.4 1.1 1.1 0.9 1.0 1.2 0.6 1.2 0.8 1.7 1.5 1.6 1.5 1.3 0.7
#> 34 2.8 0.7 0.7 0.7 1.2 1.0 1.0 1.2 1.2 1.9 1.9 2.0 1.9 1.7 1.1
#> 35 1.2 2.1 2.3 1.7 0.8 1.8 1.0 1.0 1.0 1.3 0.9 0.8 0.3 0.7 0.7
#> 36 1.1 1.6 2.4 1.4 0.7 1.9 1.1 1.1 1.1 1.0 1.0 1.1 0.6 0.8 0.8
#> 37 2.0 0.9 1.5 0.7 0.6 1.0 1.0 0.6 1.0 1.3 1.3 1.4 1.3 1.1 0.5
#> 38 1.5 1.6 2.0 1.2 0.5 1.5 0.7 1.1 0.7 0.8 1.2 0.9 1.0 0.8 0.6
#> 39 0.4 2.5 3.1 2.1 1.4 2.6 1.8 1.8 1.8 1.1 1.7 1.4 0.9 1.5 1.5
#> 40 1.7 1.6 1.8 1.2 0.3 1.3 0.5 0.5 0.5 1.2 0.6 0.7 0.6 0.4 0.2
#> 41 1.6 1.5 1.9 0.9 0.2 1.4 0.6 1.0 0.6 0.9 0.9 1.0 0.9 0.5 0.5
#> 42 1.3 3.2 3.6 2.6 1.9 3.1 2.3 2.5 2.3 1.8 2.2 2.1 1.6 2.0 2.2
#> 43 0.6 2.3 2.9 1.9 1.2 2.4 1.6 1.6 1.6 0.9 1.5 1.2 1.1 1.3 1.3
#> 44 2.2 2.1 1.9 1.3 0.6 1.4 0.8 1.0 0.6 1.5 0.5 1.0 0.9 0.3 0.7
#> 45 2.7 1.8 1.6 1.0 0.9 0.9 0.5 1.1 0.5 1.8 0.8 0.9 1.4 0.8 1.0
#> 46 1.0 2.3 2.5 1.7 0.8 2.0 1.2 1.4 1.2 1.3 1.1 1.0 0.5 0.9 1.1
#> 47 2.2 1.3 1.5 0.9 0.6 0.8 0.2 0.8 0.4 1.3 0.9 1.0 0.9 0.7 0.5
#> 48 0.9 2.2 2.6 1.8 0.9 2.1 1.3 1.3 1.3 0.8 1.2 0.9 0.8 1.0 1.0
#> 49 2.2 1.1 1.3 0.7 0.6 0.8 0.4 0.6 0.4 1.3 1.1 1.2 1.1 0.9 0.3
#> 50 1.4 1.7 2.1 1.3 0.4 1.6 0.8 0.8 0.8 1.1 0.7 0.8 0.5 0.5 0.5
#> 51 7.8 6.7 6.7 6.7 6.6 6.0 6.8 6.0 6.6 7.7 5.9 6.4 6.5 6.3 6.5
#> 52 7.1 6.0 6.0 6.0 5.9 5.3 6.1 5.3 5.9 7.0 5.2 5.7 5.8 5.6 5.8
#> 53 7.9 7.0 7.0 7.0 6.9 6.3 7.1 6.3 6.9 8.0 6.2 6.7 6.6 6.6 6.8
#> 54 6.0 5.9 5.7 5.3 5.2 5.0 5.4 4.6 5.2 6.3 4.5 5.0 4.7 4.9 5.1
#> 55 7.3 6.6 6.6 6.6 6.5 5.9 6.7 5.9 6.5 7.6 5.8 6.3 6.0 6.2 6.4
#> 56 6.2 5.7 5.5 5.5 5.4 4.8 5.6 4.8 5.4 6.5 4.7 5.2 4.9 5.1 5.3
#> 57 7.4 6.1 6.1 6.1 6.0 5.4 6.2 5.4 6.0 7.1 5.3 5.8 6.1 5.7 5.9
#> 58 4.3 5.4 5.2 4.6 3.9 4.5 4.1 3.9 3.9 4.6 3.2 3.3 3.2 3.4 4.0
#> 59 7.1 6.4 6.4 6.4 6.3 5.7 6.5 5.7 6.3 7.4 5.6 6.1 5.8 6.0 6.2
#> 60 5.3 5.8 5.6 5.0 4.5 4.9 4.7 4.3 4.5 5.6 3.8 4.3 4.0 4.2 4.4
#> 61 5.0 5.9 5.7 5.1 4.4 5.0 4.6 4.4 4.4 5.3 3.7 4.0 3.7 3.9 4.5
#> 62 6.1 5.4 5.4 5.4 5.3 4.7 5.5 4.7 5.3 6.4 4.6 5.1 4.8 5.0 5.2
#> 63 6.3 5.6 5.6 5.6 5.5 4.9 5.7 4.9 5.5 6.6 4.8 5.3 5.0 5.2 5.4
#> 64 6.8 6.1 6.1 6.1 6.0 5.4 6.2 5.4 6.0 7.1 5.3 5.8 5.5 5.7 5.9
#> 65 5.1 4.8 4.6 4.4 4.3 3.9 4.5 3.7 4.3 5.4 3.6 4.1 3.8 4.0 4.2
#> 66 7.1 6.2 6.2 6.2 6.1 5.5 6.3 5.5 6.1 7.2 5.4 5.9 5.8 5.8 6.0
#> 67 6.1 5.8 5.6 5.4 5.3 4.9 5.5 4.7 5.3 6.4 4.6 5.1 4.8 5.0 5.2
#> 68 5.7 5.0 5.0 5.0 4.9 4.3 5.1 4.3 4.9 6.0 4.2 4.7 4.4 4.6 4.8
#> 69 7.5 6.8 6.8 6.8 6.7 6.1 6.9 6.1 6.7 7.8 6.0 6.5 6.2 6.4 6.6
#> 70 5.6 5.3 5.1 4.9 4.8 4.4 5.0 4.2 4.8 5.9 4.1 4.6 4.3 4.5 4.7
#> 71 7.2 6.1 6.1 6.1 6.0 5.4 6.2 5.4 6.0 7.1 5.3 5.8 5.9 5.7 5.9
#> 72 6.1 5.4 5.4 5.4 5.3 4.7 5.5 4.7 5.3 6.4 4.6 5.1 4.8 5.0 5.2
#> 73 7.7 7.0 7.0 7.0 6.9 6.3 7.1 6.3 6.9 8.0 6.2 6.7 6.4 6.6 6.8
#> 74 6.7 6.0 6.0 6.0 5.9 5.3 6.1 5.3 5.9 7.0 5.2 5.7 5.4 5.6 5.8
#> 75 6.6 5.9 5.9 5.9 5.8 5.2 6.0 5.2 5.8 6.9 5.1 5.6 5.3 5.5 5.7
#> 76 6.9 6.2 6.2 6.2 6.1 5.5 6.3 5.5 6.1 7.2 5.4 5.9 5.6 5.8 6.0
#> 77 7.7 7.0 7.0 7.0 6.9 6.3 7.1 6.3 6.9 8.0 6.2 6.7 6.4 6.6 6.8
#> 78 7.9 7.2 7.2 7.2 7.1 6.5 7.3 6.5 7.1 8.2 6.4 6.9 6.6 6.8 7.0
#> 79 6.6 5.9 5.9 5.9 5.8 5.2 6.0 5.2 5.8 6.9 5.1 5.6 5.3 5.5 5.7
#> 80 5.1 4.6 4.4 4.4 4.3 3.7 4.5 3.7 4.3 5.4 3.6 4.1 3.8 4.0 4.2
#> 81 5.5 5.4 5.2 4.8 4.7 4.5 4.9 4.1 4.7 5.8 4.0 4.5 4.2 4.4 4.6
#> 82 5.3 5.2 5.0 4.6 4.5 4.3 4.7 3.9 4.5 5.6 3.8 4.3 4.0 4.2 4.4
#> 83 5.7 5.0 5.0 5.0 4.9 4.3 5.1 4.3 4.9 6.0 4.2 4.7 4.4 4.6 4.8
#> 84 7.5 6.8 6.8 6.8 6.7 6.1 6.9 6.1 6.7 7.8 6.0 6.5 6.2 6.4 6.6
#> 85 5.9 6.0 5.8 5.2 5.1 5.1 5.3 4.5 5.1 6.2 4.4 4.9 4.6 4.8 5.0
#> 86 7.0 5.5 5.5 5.5 5.4 4.8 5.6 4.8 5.4 6.5 4.9 5.2 5.7 5.1 5.3
#> 87 7.5 6.6 6.6 6.6 6.5 5.9 6.7 5.9 6.5 7.6 5.8 6.3 6.2 6.2 6.4
#> 88 7.2 6.5 6.5 6.5 6.4 5.8 6.6 5.8 6.4 7.5 5.7 6.2 5.9 6.1 6.3
#> 89 5.5 5.2 5.0 4.8 4.7 4.3 4.9 4.1 4.7 5.8 4.0 4.5 4.2 4.4 4.6
#> 90 5.8 5.7 5.5 5.1 5.0 4.8 5.2 4.4 5.0 6.1 4.3 4.8 4.5 4.7 4.9
#> 91 6.0 5.9 5.7 5.3 5.2 5.0 5.4 4.6 5.2 6.3 4.5 5.0 4.7 4.9 5.1
#> 92 6.6 5.9 5.9 5.9 5.8 5.2 6.0 5.2 5.8 6.9 5.1 5.6 5.3 5.5 5.7
#> 93 5.9 5.2 5.2 5.2 5.1 4.5 5.3 4.5 5.1 6.2 4.4 4.9 4.6 4.8 5.0
#> 94 4.5 5.4 5.2 4.6 3.9 4.5 4.1 3.9 3.9 4.8 3.2 3.5 3.2 3.4 4.0
#> 95 5.9 5.6 5.4 5.2 5.1 4.7 5.3 4.5 5.1 6.2 4.4 4.9 4.6 4.8 5.0
#> 96 5.6 5.1 4.9 4.9 4.8 4.2 5.0 4.2 4.8 5.9 4.1 4.6 4.3 4.5 4.7
#> 97 5.8 5.3 5.1 5.1 5.0 4.4 5.2 4.4 5.0 6.1 4.3 4.8 4.5 4.7 4.9
#> 98 6.4 5.7 5.7 5.7 5.6 5.0 5.8 5.0 5.6 6.7 4.9 5.4 5.1 5.3 5.5
#> 99 4.2 4.9 4.7 4.1 3.4 4.0 3.6 3.4 3.4 4.5 2.7 3.2 2.9 3.1 3.5
#> 100 5.8 5.3 5.1 5.1 5.0 4.4 5.2 4.4 5.0 6.1 4.3 4.8 4.5 4.7 4.9
#> 101 9.6 8.3 8.3 8.3 8.2 7.6 8.4 7.6 8.2 9.3 7.5 8.0 8.3 7.9 8.1
#> 102 7.6 6.9 6.9 6.9 6.8 6.2 7.0 6.2 6.8 7.9 6.1 6.6 6.3 6.5 6.7
#> 103 9.6 8.9 8.9 8.9 8.8 8.2 9.0 8.2 8.8 9.9 8.1 8.6 8.3 8.5 8.7
#> 104 8.3 7.6 7.6 7.6 7.5 6.9 7.7 6.9 7.5 8.6 6.8 7.3 7.0 7.2 7.4
#> 105 9.0 8.3 8.3 8.3 8.2 7.6 8.4 7.6 8.2 9.3 7.5 8.0 7.7 7.9 8.1
#> 106 10.8 10.1 10.1 10.1 10.0 9.4 10.2 9.4 10.0 11.1 9.3 9.8 9.5 9.7 9.9
#> 107 6.1 7.2 7.0 6.4 5.7 6.3 5.9 5.7 5.7 6.4 5.0 5.1 5.0 5.2 5.8
#> 108 10.0 9.3 9.3 9.3 9.2 8.6 9.4 8.6 9.2 10.3 8.5 9.0 8.7 8.9 9.1
#> 109 9.3 8.6 8.6 8.6 8.5 7.9 8.7 7.9 8.5 9.6 7.8 8.3 8.0 8.2 8.4
#> 110 10.9 9.0 9.0 9.0 9.1 8.3 9.1 8.7 8.9 10.0 8.8 9.1 9.6 9.0 9.0
#> 111 8.3 7.2 7.2 7.2 7.1 6.5 7.3 6.5 7.1 8.2 6.4 6.9 7.0 6.8 7.0
#> 112 8.4 7.7 7.7 7.7 7.6 7.0 7.8 7.0 7.6 8.7 6.9 7.4 7.1 7.3 7.5
#> 113 8.9 8.2 8.2 8.2 8.1 7.5 8.3 7.5 8.1 9.2 7.4 7.9 7.6 7.8 8.0
#> 114 7.7 7.2 7.0 7.0 6.9 6.3 7.1 6.3 6.9 8.0 6.2 6.7 6.4 6.6 6.8
#> 115 8.0 7.3 7.3 7.3 7.2 6.6 7.4 6.6 7.2 8.3 6.5 7.0 6.7 6.9 7.1
#> 116 8.7 7.6 7.6 7.6 7.5 6.9 7.7 6.9 7.5 8.6 6.8 7.3 7.4 7.2 7.4
#> 117 8.3 7.6 7.6 7.6 7.5 6.9 7.7 6.9 7.5 8.6 6.8 7.3 7.0 7.2 7.4
#> 118 11.9 9.6 9.6 9.6 10.1 8.9 9.7 9.7 9.7 11.0 9.8 10.1 10.6 10.0 10.0
#> 119 11.8 11.1 11.1 11.1 11.0 10.4 11.2 10.4 11.0 12.1 10.3 10.8 10.5 10.7 10.9
#> 120 7.8 7.1 7.1 7.1 7.0 6.4 7.2 6.4 7.0 8.1 6.3 6.8 6.5 6.7 6.9
#> 121 9.6 8.5 8.5 8.5 8.4 7.8 8.6 7.8 8.4 9.5 7.7 8.2 8.3 8.1 8.3
#> 122 7.2 6.9 6.7 6.5 6.4 6.0 6.6 5.8 6.4 7.5 5.7 6.2 5.9 6.1 6.3
#> 123 11.1 10.4 10.4 10.4 10.3 9.7 10.5 9.7 10.3 11.4 9.6 10.1 9.8 10.0 10.2
#> 124 7.8 7.1 7.1 7.1 7.0 6.4 7.2 6.4 7.0 8.1 6.3 6.8 6.5 6.7 6.9
#> 125 9.3 8.0 8.0 8.0 7.9 7.3 8.1 7.3 7.9 9.0 7.2 7.7 8.0 7.6 7.8
#> 126 9.7 8.6 8.6 8.6 8.5 7.9 8.7 7.9 8.5 9.6 7.8 8.3 8.4 8.2 8.4
#> 127 7.5 6.8 6.8 6.8 6.7 6.1 6.9 6.1 6.7 7.8 6.0 6.5 6.2 6.4 6.6
#> 128 7.3 6.6 6.6 6.6 6.5 5.9 6.7 5.9 6.5 7.6 5.8 6.3 6.0 6.2 6.4
#> 129 8.8 8.1 8.1 8.1 8.0 7.4 8.2 7.4 8.0 9.1 7.3 7.8 7.5 7.7 7.9
#> 130 9.1 8.4 8.4 8.4 8.3 7.7 8.5 7.7 8.3 9.4 7.6 8.1 7.8 8.0 8.2
#> 131 10.1 9.4 9.4 9.4 9.3 8.7 9.5 8.7 9.3 10.4 8.6 9.1 8.8 9.0 9.2
#> 132 11.6 9.3 9.3 9.3 9.8 8.6 9.4 9.4 9.4 10.7 9.5 9.8 10.3 9.7 9.7
#> 133 8.9 8.2 8.2 8.2 8.1 7.5 8.3 7.5 8.1 9.2 7.4 7.9 7.6 7.8 8.0
#> 134 7.6 6.9 6.9 6.9 6.8 6.2 7.0 6.2 6.8 7.9 6.1 6.6 6.3 6.5 6.7
#> 135 8.0 7.3 7.3 7.3 7.2 6.6 7.4 6.6 7.2 8.3 6.5 7.0 6.7 6.9 7.1
#> 136 10.6 9.9 9.9 9.9 9.8 9.2 10.0 9.2 9.8 10.9 9.1 9.6 9.3 9.5 9.7
#> 137 9.2 7.7 7.7 7.7 7.6 7.0 7.8 7.0 7.6 8.7 7.1 7.4 7.9 7.3 7.5
#> 138 8.3 7.4 7.4 7.4 7.3 6.7 7.5 6.7 7.3 8.4 6.6 7.1 7.0 7.0 7.2
#> 139 7.1 6.4 6.4 6.4 6.3 5.7 6.5 5.7 6.3 7.4 5.6 6.1 5.8 6.0 6.2
#> 140 9.0 8.1 8.1 8.1 8.0 7.4 8.2 7.4 8.0 9.1 7.3 7.8 7.7 7.7 7.9
#> 141 9.3 8.4 8.4 8.4 8.3 7.7 8.5 7.7 8.3 9.4 7.6 8.1 8.0 8.0 8.2
#> 142 8.9 8.0 8.0 8.0 7.9 7.3 8.1 7.3 7.9 9.0 7.2 7.7 7.6 7.6 7.8
#> 143 7.6 6.9 6.9 6.9 6.8 6.2 7.0 6.2 6.8 7.9 6.1 6.6 6.3 6.5 6.7
#> 144 9.7 8.6 8.6 8.6 8.5 7.9 8.7 7.9 8.5 9.6 7.8 8.3 8.4 8.2 8.4
#> 145 9.7 8.4 8.4 8.4 8.3 7.7 8.5 7.7 8.3 9.4 7.6 8.1 8.4 8.0 8.2
#> 146 8.7 8.0 8.0 8.0 7.9 7.3 8.1 7.3 7.9 9.0 7.2 7.7 7.4 7.6 7.8
#> 147 8.2 7.5 7.5 7.5 7.4 6.8 7.6 6.8 7.4 8.5 6.7 7.2 6.9 7.1 7.3
#> 148 8.2 7.5 7.5 7.5 7.4 6.8 7.6 6.8 7.4 8.5 6.7 7.2 6.9 7.1 7.3
#> 149 8.8 7.3 7.3 7.3 7.2 6.6 7.4 6.6 7.2 8.3 6.7 7.0 7.5 6.9 7.1
#> 150 7.3 6.6 6.6 6.6 6.5 5.9 6.7 5.9 6.5 7.6 5.8 6.3 6.0 6.2 6.4
#> 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43
#> 1
#> 2
#> 3
#> 4
#> 5
#> 6
#> 7
#> 8
#> 9
#> 10
#> 11
#> 12
#> 13
#> 14
#> 15
#> 16
#> 17
#> 18
#> 19
#> 20
#> 21
#> 22
#> 23
#> 24
#> 25
#> 26
#> 27
#> 28
#> 29
#> 30 0.9
#> 31 0.9 0.2
#> 32 0.5 1.2 1.2
#> 33 0.9 1.6 1.6 1.2
#> 34 1.1 2.0 2.0 1.2 0.6
#> 35 0.7 0.4 0.2 1.0 1.4 1.8
#> 36 0.6 0.7 0.7 1.1 1.5 1.7 0.5
#> 37 0.5 1.4 1.4 0.6 1.2 0.8 1.2 0.9
#> 38 0.6 0.9 0.9 1.1 0.9 1.3 0.7 0.8 0.9
#> 39 1.3 0.8 0.8 1.8 2.2 2.4 0.8 0.9 1.6 1.3
#> 40 0.2 0.7 0.7 0.5 0.9 1.3 0.5 0.6 0.7 0.6 1.3
#> 41 0.5 1.0 1.0 0.8 1.2 1.4 0.8 0.5 0.6 0.5 1.2 0.5
#> 42 2.0 1.5 1.5 2.3 2.9 3.1 1.5 1.6 2.3 2.0 0.9 2.0 1.7
#> 43 1.1 0.6 0.8 1.6 2.0 2.2 0.8 0.7 1.4 1.1 0.2 1.1 1.0 1.1
#> 44 0.9 1.0 1.0 0.8 1.4 1.8 1.0 1.1 1.2 0.9 1.8 0.7 0.6 2.3 1.6
#> 45 1.2 1.5 1.5 1.1 1.1 1.5 1.5 1.6 1.5 1.2 2.3 1.0 1.1 2.8 2.1
#> 46 0.9 0.6 0.4 1.2 1.8 2.0 0.4 0.7 1.4 0.9 0.6 0.9 0.8 1.1 0.8
#> 47 0.7 1.0 1.0 1.0 0.6 1.0 1.0 1.1 1.0 0.7 1.8 0.5 0.8 2.5 1.6
#> 48 0.8 0.3 0.5 1.3 1.7 1.9 0.5 0.6 1.3 0.8 0.5 0.8 0.9 1.2 0.3
#> 49 0.5 1.2 1.2 0.6 0.6 0.8 1.0 1.1 0.6 0.7 1.8 0.5 0.8 2.5 1.6
#> 50 0.3 0.6 0.6 0.8 1.2 1.4 0.4 0.3 0.8 0.5 1.0 0.3 0.4 1.7 0.8
#> 51 6.5 6.6 6.6 6.0 7.2 7.0 6.6 6.7 6.4 7.1 7.4 6.5 6.8 7.9 7.2
#> 52 5.8 5.9 5.9 5.3 6.5 6.3 5.9 6.0 5.7 6.4 6.7 5.8 6.1 7.2 6.5
#> 53 6.8 6.9 6.7 6.3 7.5 7.3 6.7 7.0 6.7 7.4 7.5 6.8 7.1 8.0 7.5
#> 54 5.1 5.2 5.0 4.6 5.8 5.6 5.0 5.3 5.0 5.7 5.6 5.1 5.4 4.7 5.8
#> 55 6.4 6.5 6.3 5.9 7.1 6.9 6.3 6.6 6.3 7.0 6.9 6.4 6.7 7.0 7.1
#> 56 5.3 5.4 5.2 4.8 6.0 5.8 5.2 5.5 5.2 5.9 5.8 5.3 5.6 5.9 6.0
#> 57 5.9 6.2 6.2 5.4 6.6 6.4 6.2 6.3 5.8 6.5 7.0 5.9 6.2 7.5 6.8
#> 58 4.0 3.5 3.3 3.9 4.7 5.1 3.3 3.8 4.5 4.0 3.9 3.8 3.9 3.2 4.1
#> 59 6.2 6.3 6.1 5.7 6.9 6.7 6.1 6.4 6.1 6.8 6.7 6.2 6.5 7.0 6.9
#> 60 4.4 4.5 4.3 4.3 5.1 5.5 4.3 4.6 4.9 5.0 4.9 4.4 4.7 4.8 5.1
#> 61 4.5 4.2 4.0 4.4 5.2 5.6 4.0 4.3 5.0 4.7 4.6 4.3 4.4 3.7 4.8
#> 62 5.2 5.3 5.1 4.7 5.9 5.7 5.1 5.4 5.1 5.8 5.7 5.2 5.5 6.2 5.9
#> 63 5.4 5.5 5.3 4.9 6.1 5.9 5.3 5.6 5.3 6.0 5.9 5.4 5.7 5.0 6.1
#> 64 5.9 6.0 5.8 5.4 6.6 6.4 5.8 6.1 5.8 6.5 6.4 5.9 6.2 6.7 6.6
#> 65 4.2 4.3 4.1 3.7 4.9 4.7 4.1 4.4 4.1 4.8 4.7 4.2 4.5 5.0 4.9
#> 66 6.0 6.1 5.9 5.5 6.7 6.5 5.9 6.2 5.9 6.6 6.7 6.0 6.3 7.2 6.7
#> 67 5.2 5.3 5.1 4.7 5.9 5.7 5.1 5.4 5.1 5.8 5.7 5.2 5.5 6.2 5.9
#> 68 4.8 4.9 4.7 4.3 5.5 5.3 4.7 5.0 4.7 5.4 5.3 4.8 5.1 5.2 5.5
#> 69 6.6 6.7 6.5 6.1 7.3 7.1 6.5 6.8 6.5 7.2 7.1 6.6 6.9 6.2 7.3
#> 70 4.7 4.8 4.6 4.2 5.4 5.2 4.6 4.9 4.6 5.3 5.2 4.7 5.0 4.7 5.4
#> 71 5.9 6.0 6.0 5.4 6.6 6.4 6.0 6.1 5.8 6.5 6.8 5.9 6.2 7.3 6.6
#> 72 5.2 5.3 5.1 4.7 5.9 5.7 5.1 5.4 5.1 5.8 5.7 5.2 5.5 5.8 5.9
#> 73 6.8 6.9 6.7 6.3 7.5 7.3 6.7 7.0 6.7 7.4 7.3 6.8 7.1 6.8 7.5
#> 74 5.8 5.9 5.7 5.3 6.5 6.3 5.7 6.0 5.7 6.4 6.3 5.8 6.1 6.4 6.5
#> 75 5.7 5.8 5.6 5.2 6.4 6.2 5.6 5.9 5.6 6.3 6.2 5.7 6.0 6.5 6.4
#> 76 6.0 6.1 5.9 5.5 6.7 6.5 5.9 6.2 5.9 6.6 6.5 6.0 6.3 7.0 6.7
#> 77 6.8 6.9 6.7 6.3 7.5 7.3 6.7 7.0 6.7 7.4 7.3 6.8 7.1 7.4 7.5
#> 78 7.0 7.1 6.9 6.5 7.7 7.5 6.9 7.2 6.9 7.6 7.5 7.0 7.3 8.0 7.7
#> 79 5.7 5.8 5.6 5.2 6.4 6.2 5.6 5.9 5.6 6.3 6.2 5.7 6.0 6.5 6.4
#> 80 4.2 4.3 4.1 3.7 4.9 4.7 4.1 4.4 4.1 4.8 4.7 4.2 4.5 4.4 4.9
#> 81 4.6 4.7 4.5 4.1 5.3 5.1 4.5 4.8 4.5 5.2 5.1 4.6 4.9 4.4 5.3
#> 82 4.4 4.5 4.3 3.9 5.1 4.9 4.3 4.6 4.3 5.0 4.9 4.4 4.7 4.2 5.1
#> 83 4.8 4.9 4.7 4.3 5.5 5.3 4.7 5.0 4.7 5.4 5.3 4.8 5.1 5.2 5.5
#> 84 6.6 6.7 6.5 6.1 7.3 7.1 6.5 6.8 6.5 7.2 7.1 6.6 6.9 7.0 7.3
#> 85 5.0 5.1 4.9 4.5 5.7 5.7 4.9 5.2 5.1 5.6 5.5 5.0 5.3 6.0 5.7
#> 86 5.3 5.8 5.8 4.8 6.0 5.8 5.8 5.9 5.2 5.9 6.6 5.3 5.6 7.1 6.4
#> 87 6.4 6.5 6.3 5.9 7.1 6.9 6.3 6.6 6.3 7.0 7.1 6.4 6.7 7.6 7.1
#> 88 6.3 6.4 6.2 5.8 7.0 6.8 6.2 6.5 6.2 6.9 6.8 6.3 6.6 5.9 7.0
#> 89 4.6 4.7 4.5 4.1 5.3 5.1 4.5 4.8 4.5 5.2 5.1 4.6 4.9 5.6 5.3
#> 90 4.9 5.0 4.8 4.4 5.6 5.4 4.8 5.1 4.8 5.5 5.4 4.9 5.2 4.9 5.6
#> 91 5.1 5.2 5.0 4.6 5.8 5.6 5.0 5.3 5.0 5.7 5.6 5.1 5.4 5.3 5.8
#> 92 5.7 5.8 5.6 5.2 6.4 6.2 5.6 5.9 5.6 6.3 6.2 5.7 6.0 6.7 6.4
#> 93 5.0 5.1 4.9 4.5 5.7 5.5 4.9 5.2 4.9 5.6 5.5 5.0 5.3 5.2 5.7
#> 94 4.0 3.7 3.5 3.9 4.7 5.1 3.5 3.8 4.5 4.2 4.1 3.8 3.9 3.2 4.3
#> 95 5.0 5.1 4.9 4.5 5.7 5.5 4.9 5.2 4.9 5.6 5.5 5.0 5.3 5.4 5.7
#> 96 4.7 4.8 4.6 4.2 5.4 5.2 4.6 4.9 4.6 5.3 5.2 4.7 5.0 5.7 5.4
#> 97 4.9 5.0 4.8 4.4 5.6 5.4 4.8 5.1 4.8 5.5 5.4 4.9 5.2 5.7 5.6
#> 98 5.5 5.6 5.4 5.0 6.2 6.0 5.4 5.7 5.4 6.1 6.0 5.5 5.8 6.3 6.2
#> 99 3.5 3.4 3.2 3.4 4.2 4.6 3.2 3.5 4.0 3.9 3.8 3.3 3.6 3.3 4.0
#> 100 4.9 5.0 4.8 4.4 5.6 5.4 4.8 5.1 4.8 5.5 5.4 4.9 5.2 5.5 5.6
#> 101 8.1 8.4 8.4 7.6 8.8 8.6 8.4 8.5 8.0 8.7 9.2 8.1 8.4 9.7 9.0
#> 102 6.7 6.8 6.6 6.2 7.4 7.2 6.6 6.9 6.6 7.3 7.2 6.7 7.0 7.1 7.4
#> 103 8.7 8.8 8.6 8.2 9.4 9.2 8.6 8.9 8.6 9.3 9.2 8.7 9.0 9.7 9.4
#> 104 7.4 7.5 7.3 6.9 8.1 7.9 7.3 7.6 7.3 8.0 7.9 7.4 7.7 8.2 8.1
#> 105 8.1 8.2 8.0 7.6 8.8 8.6 8.0 8.3 8.0 8.7 8.6 8.1 8.4 9.1 8.8
#> 106 9.9 10.0 9.8 9.4 10.6 10.4 9.8 10.1 9.8 10.5 10.4 9.9 10.2 10.9 10.6
#> 107 5.8 5.3 5.1 5.7 6.5 6.9 5.1 5.6 6.3 5.8 5.7 5.6 5.7 5.2 5.9
#> 108 9.1 9.2 9.0 8.6 9.8 9.6 9.0 9.3 9.0 9.7 9.6 9.1 9.4 9.9 9.8
#> 109 8.4 8.5 8.3 7.9 9.1 8.9 8.3 8.6 8.3 9.0 8.9 8.4 8.7 8.4 9.1
#> 110 9.2 9.7 9.7 8.7 9.5 9.3 9.7 9.8 8.9 9.4 10.5 9.2 9.3 11.0 10.3
#> 111 7.0 7.1 7.1 6.5 7.7 7.5 7.1 7.2 6.9 7.6 7.9 7.0 7.3 8.4 7.7
#> 112 7.5 7.6 7.4 7.0 8.2 8.0 7.4 7.7 7.4 8.1 8.0 7.5 7.8 7.9 8.2
#> 113 8.0 8.1 7.9 7.5 8.7 8.5 7.9 8.2 7.9 8.6 8.5 8.0 8.3 9.0 8.7
#> 114 6.8 6.9 6.7 6.3 7.5 7.3 6.7 7.0 6.7 7.4 7.3 6.8 7.1 6.8 7.5
#> 115 7.1 7.2 7.0 6.6 7.8 7.6 7.0 7.3 7.0 7.7 7.6 7.1 7.4 7.7 7.8
#> 116 7.4 7.5 7.5 6.9 8.1 7.9 7.5 7.6 7.3 8.0 8.3 7.4 7.7 8.8 8.1
#> 117 7.4 7.5 7.3 6.9 8.1 7.9 7.3 7.6 7.3 8.0 7.9 7.4 7.7 8.4 8.1
#> 118 10.2 10.7 10.7 9.7 10.1 9.9 10.7 10.8 9.9 10.4 11.5 10.2 10.3 12.0 11.3
#> 119 10.9 11.0 10.8 10.4 11.6 11.4 10.8 11.1 10.8 11.5 11.4 10.9 11.2 11.1 11.6
#> 120 6.9 7.0 6.8 6.4 7.6 7.4 6.8 7.1 6.8 7.5 7.4 6.9 7.2 6.5 7.6
#> 121 8.3 8.4 8.4 7.8 9.0 8.8 8.4 8.5 8.2 8.9 9.2 8.3 8.6 9.7 9.0
#> 122 6.3 6.4 6.2 5.8 7.0 6.8 6.2 6.5 6.2 6.9 6.8 6.3 6.6 6.9 7.0
#> 123 10.2 10.3 10.1 9.7 10.9 10.7 10.1 10.4 10.1 10.8 10.7 10.2 10.5 10.8 10.9
#> 124 6.9 7.0 6.8 6.4 7.6 7.4 6.8 7.1 6.8 7.5 7.4 6.9 7.2 7.3 7.6
#> 125 7.8 8.1 8.1 7.3 8.5 8.3 8.1 8.2 7.7 8.4 8.9 7.8 8.1 9.4 8.7
#> 126 8.4 8.5 8.5 7.9 9.1 8.9 8.5 8.6 8.3 9.0 9.3 8.4 8.7 9.8 9.1
#> 127 6.6 6.7 6.5 6.1 7.3 7.1 6.5 6.8 6.5 7.2 7.1 6.6 6.9 7.2 7.3
#> 128 6.4 6.5 6.3 5.9 7.1 6.9 6.3 6.6 6.3 7.0 6.9 6.4 6.7 7.4 7.1
#> 129 7.9 8.0 7.8 7.4 8.6 8.4 7.8 8.1 7.8 8.5 8.4 7.9 8.2 8.5 8.6
#> 130 8.2 8.3 8.1 7.7 8.9 8.7 8.1 8.4 8.1 8.8 8.7 8.2 8.5 9.2 8.9
#> 131 9.2 9.3 9.1 8.7 9.9 9.7 9.1 9.4 9.1 9.8 9.7 9.2 9.5 9.8 9.9
#> 132 9.9 10.4 10.4 9.4 9.8 9.6 10.4 10.5 9.6 10.1 11.2 9.9 10.0 11.7 11.0
#> 133 8.0 8.1 7.9 7.5 8.7 8.5 7.9 8.2 7.9 8.6 8.5 8.0 8.3 8.6 8.7
#> 134 6.7 6.8 6.6 6.2 7.4 7.2 6.6 6.9 6.6 7.3 7.2 6.7 7.0 7.3 7.4
#> 135 7.1 7.2 7.0 6.6 7.8 7.6 7.0 7.3 7.0 7.7 7.6 7.1 7.4 7.3 7.8
#> 136 9.7 9.8 9.6 9.2 10.4 10.2 9.6 9.9 9.6 10.3 10.2 9.7 10.0 10.7 10.4
#> 137 7.5 8.0 8.0 7.0 8.2 8.0 8.0 8.1 7.4 8.1 8.8 7.5 7.8 9.3 8.6
#> 138 7.2 7.3 7.1 6.7 7.9 7.7 7.1 7.4 7.1 7.8 7.9 7.2 7.5 8.4 7.9
#> 139 6.2 6.3 6.1 5.7 6.9 6.7 6.1 6.4 6.1 6.8 6.7 6.2 6.5 7.2 6.9
#> 140 7.9 8.0 7.8 7.4 8.6 8.4 7.8 8.1 7.8 8.5 8.6 7.9 8.2 9.1 8.6
#> 141 8.2 8.3 8.1 7.7 8.9 8.7 8.1 8.4 8.1 8.8 8.9 8.2 8.5 9.4 8.9
#> 142 7.8 7.9 7.7 7.3 8.5 8.3 7.7 8.0 7.7 8.4 8.5 7.8 8.1 9.0 8.5
#> 143 6.7 6.8 6.6 6.2 7.4 7.2 6.6 6.9 6.6 7.3 7.2 6.7 7.0 7.1 7.4
#> 144 8.4 8.5 8.5 7.9 9.1 8.9 8.5 8.6 8.3 9.0 9.3 8.4 8.7 9.8 9.1
#> 145 8.2 8.5 8.5 7.7 8.9 8.7 8.5 8.6 8.1 8.8 9.3 8.2 8.5 9.8 9.1
#> 146 7.8 7.9 7.7 7.3 8.5 8.3 7.7 8.0 7.7 8.4 8.3 7.8 8.1 8.8 8.5
#> 147 7.3 7.4 7.2 6.8 8.0 7.8 7.2 7.5 7.2 7.9 7.8 7.3 7.6 7.3 8.0
#> 148 7.3 7.4 7.2 6.8 8.0 7.8 7.2 7.5 7.2 7.9 7.8 7.3 7.6 8.3 8.0
#> 149 7.1 7.6 7.6 6.6 7.8 7.6 7.6 7.7 7.0 7.7 8.4 7.1 7.4 8.9 8.2
#> 150 6.4 6.5 6.3 5.9 7.1 6.9 6.3 6.6 6.3 7.0 6.9 6.4 6.7 7.4 7.1
#> 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58
#> 1
#> 2
#> 3
#> 4
#> 5
#> 6
#> 7
#> 8
#> 9
#> 10
#> 11
#> 12
#> 13
#> 14
#> 15
#> 16
#> 17
#> 18
#> 19
#> 20
#> 21
#> 22
#> 23
#> 24
#> 25
#> 26
#> 27
#> 28
#> 29
#> 30
#> 31
#> 32
#> 33
#> 34
#> 35
#> 36
#> 37
#> 38
#> 39
#> 40
#> 41
#> 42
#> 43
#> 44
#> 45 0.9
#> 46 1.2 1.7
#> 47 0.8 0.5 1.4
#> 48 1.3 1.8 0.5 1.3
#> 49 1.0 0.9 1.4 0.4 1.3
#> 50 0.8 1.3 0.6 0.8 0.5 0.8
#> 51 6.2 6.3 6.8 6.8 6.9 6.6 6.6
#> 52 5.5 5.6 6.1 6.1 6.2 5.9 5.9 0.9
#> 53 6.5 6.6 6.9 7.1 7.2 6.9 6.9 0.5 1.0
#> 54 4.8 4.9 5.0 5.4 5.5 5.2 5.2 3.2 2.5 3.3
#> 55 6.1 6.2 6.3 6.7 6.8 6.5 6.5 1.1 0.6 1.0 2.3
#> 56 5.0 5.1 5.2 5.6 5.7 5.4 5.4 2.0 1.3 2.1 1.2 1.1
#> 57 5.6 5.7 6.4 6.2 6.5 6.0 6.0 1.0 0.5 1.1 2.8 0.9 1.6
#> 58 3.3 3.6 3.3 4.1 3.8 4.3 3.7 4.7 4.0 4.8 1.7 3.8 2.7 4.3
#> 59 5.9 6.0 6.1 6.5 6.6 6.3 6.3 0.9 0.8 1.0 2.3 0.4 1.1 1.1 3.8
#> 60 4.1 4.2 4.3 4.7 4.8 4.7 4.5 3.1 2.4 3.2 0.9 2.2 1.3 2.7 1.6
#> 61 3.8 4.1 4.0 4.6 4.5 4.8 4.2 4.8 4.1 4.9 1.6 3.9 2.8 4.4 0.7
#> 62 4.9 5.0 5.1 5.5 5.6 5.3 5.3 1.9 1.0 1.8 1.5 1.2 0.9 1.3 3.0
#> 63 5.1 5.2 5.3 5.7 5.8 5.5 5.5 3.1 2.4 3.2 0.9 2.2 1.7 2.7 2.0
#> 64 5.6 5.7 5.8 6.2 6.3 6.0 6.0 1.2 0.9 1.3 2.0 0.7 0.8 0.8 3.5
#> 65 3.9 4.0 4.1 4.5 4.6 4.3 4.3 2.9 2.2 3.0 1.1 2.2 1.1 2.5 1.8
#> 66 5.7 5.8 6.1 6.3 6.4 6.1 6.1 0.7 0.6 0.8 2.5 0.8 1.5 1.1 4.0
#> 67 4.9 5.0 5.1 5.5 5.6 5.3 5.3 1.9 1.0 1.8 1.5 1.2 0.5 1.3 3.0
#> 68 4.5 4.6 4.7 5.1 5.2 4.9 4.9 2.7 2.0 2.8 1.1 1.8 0.9 2.3 2.0
#> 69 6.3 6.4 6.5 6.9 7.0 6.7 6.7 2.1 1.2 2.0 1.5 1.0 1.3 1.5 3.2
#> 70 4.4 4.5 4.6 5.0 5.1 4.8 4.8 3.2 2.5 3.3 0.6 2.3 1.2 2.8 1.5
#> 71 5.6 5.7 6.2 6.2 6.3 6.0 6.0 1.6 1.1 1.5 2.6 1.5 1.4 0.8 4.1
#> 72 4.9 5.0 5.1 5.5 5.6 5.3 5.3 2.1 1.4 2.2 1.1 1.2 0.9 1.7 2.6
#> 73 6.5 6.6 6.7 7.1 7.2 6.9 6.9 1.7 1.2 1.2 2.1 0.8 1.5 1.1 3.6
#> 74 5.5 5.6 5.7 6.1 6.2 5.9 5.9 1.5 1.2 1.6 1.9 0.8 0.7 1.1 3.2
#> 75 5.4 5.5 5.6 6.0 6.1 5.8 5.8 1.4 0.7 1.5 1.8 0.7 1.0 1.2 3.3
#> 76 5.7 5.8 5.9 6.3 6.4 6.1 6.1 0.9 0.6 1.0 2.3 0.6 1.3 1.1 3.8
#> 77 6.5 6.6 6.7 7.1 7.2 6.9 6.9 0.7 1.2 0.6 2.7 0.6 1.5 1.3 4.2
#> 78 6.7 6.8 6.9 7.3 7.4 7.1 7.1 1.1 1.2 0.6 3.3 1.0 2.1 1.1 4.8
#> 79 5.4 5.5 5.6 6.0 6.1 5.8 5.8 1.6 0.7 1.5 1.8 0.7 0.6 1.0 3.3
#> 80 3.9 4.0 4.1 4.5 4.6 4.3 4.3 3.5 2.8 3.6 1.3 2.6 1.5 3.1 1.2
#> 81 4.3 4.4 4.5 4.9 5.0 4.7 4.7 3.5 2.8 3.6 0.5 2.6 1.5 3.1 1.2
#> 82 4.1 4.2 4.3 4.7 4.8 4.5 4.5 3.7 3.0 3.8 0.7 2.8 1.7 3.3 1.0
#> 83 4.5 4.6 4.7 5.1 5.2 4.9 4.9 2.7 2.0 2.8 0.9 1.8 0.9 2.3 2.0
#> 84 6.3 6.4 6.5 6.9 7.0 6.7 6.7 2.1 1.6 1.6 2.3 1.2 1.3 1.3 3.8
#> 85 4.7 4.8 4.9 5.3 5.4 5.1 5.1 2.1 1.2 2.0 1.5 1.4 0.7 1.5 2.8
#> 86 5.0 5.1 6.0 5.6 6.1 5.4 5.6 1.6 0.7 1.7 2.4 1.3 1.2 0.6 3.9
#> 87 6.1 6.2 6.5 6.7 6.8 6.5 6.5 0.5 0.6 0.4 2.9 0.6 1.7 0.7 4.4
#> 88 6.0 6.1 6.2 6.6 6.7 6.4 6.4 2.0 1.3 2.1 1.2 1.1 1.2 1.6 2.9
#> 89 4.3 4.4 4.5 4.9 5.0 4.7 4.7 2.3 1.6 2.4 0.9 1.8 0.7 1.9 2.4
#> 90 4.6 4.7 4.8 5.2 5.3 5.0 5.0 3.0 2.3 3.1 0.2 2.1 1.0 2.6 1.7
#> 91 4.8 4.9 5.0 5.4 5.5 5.2 5.2 2.6 1.9 2.7 0.8 1.7 0.6 2.2 2.1
#> 92 5.4 5.5 5.6 6.0 6.1 5.8 5.8 1.2 0.7 1.3 2.0 0.7 0.8 0.8 3.5
#> 93 4.7 4.8 4.9 5.3 5.4 5.1 5.1 2.7 2.0 2.8 0.7 1.8 0.9 2.3 2.0
#> 94 3.3 3.6 3.5 4.1 4.0 4.3 3.7 4.7 4.0 4.8 1.5 3.8 2.7 4.3 0.2
#> 95 4.7 4.8 4.9 5.3 5.4 5.1 5.1 2.5 1.8 2.6 0.7 1.6 0.5 2.1 2.2
#> 96 4.4 4.5 4.6 5.0 5.1 4.8 4.8 2.2 1.5 2.3 1.2 1.7 0.6 1.8 2.5
#> 97 4.6 4.7 4.8 5.2 5.3 5.0 5.0 2.2 1.5 2.3 1.0 1.5 0.4 1.8 2.5
#> 98 5.2 5.3 5.4 5.8 5.9 5.6 5.6 1.6 0.9 1.7 1.6 0.9 0.8 1.2 3.1
#> 99 3.0 3.1 3.2 3.6 3.7 3.8 3.4 4.6 3.9 4.7 1.8 3.7 2.6 4.2 0.7
#> 100 4.6 4.7 4.8 5.2 5.3 5.0 5.0 2.4 1.7 2.5 0.8 1.5 0.4 2.0 2.3
#> 101 7.8 7.9 8.6 8.4 8.7 8.2 8.2 3.2 2.7 2.9 5.0 3.1 3.8 2.2 6.5
#> 102 6.4 6.5 6.6 7.0 7.1 6.8 6.8 2.6 2.1 2.1 2.4 1.7 1.4 1.8 3.9
#> 103 8.4 8.5 8.6 9.0 9.1 8.8 8.8 2.2 2.9 1.9 5.0 2.7 3.8 2.8 6.5
#> 104 7.1 7.2 7.3 7.7 7.8 7.5 7.5 2.3 1.8 1.8 3.5 1.6 2.3 1.5 5.0
#> 105 7.8 7.9 8.0 8.4 8.5 8.2 8.2 2.6 2.3 2.1 4.4 2.1 3.2 2.2 5.9
#> 106 9.6 9.7 9.8 10.2 10.3 10.0 10.0 3.4 4.1 3.1 6.2 3.9 5.0 4.0 7.7
#> 107 5.1 5.4 5.1 5.9 5.6 6.1 5.5 3.3 2.4 3.2 1.7 2.2 1.5 2.5 2.0
#> 108 8.8 8.9 9.0 9.4 9.5 9.2 9.2 2.6 3.3 2.3 5.2 2.9 4.0 3.2 6.7
#> 109 8.1 8.2 8.3 8.7 8.8 8.5 8.5 2.5 2.6 2.0 3.7 2.0 3.1 2.5 5.2
#> 110 8.7 8.6 9.9 9.1 10.0 8.9 9.5 3.1 3.8 3.0 6.3 4.0 5.1 3.5 7.8
#> 111 6.7 6.8 7.3 7.3 7.4 7.1 7.1 1.5 1.2 1.2 3.7 1.4 2.5 1.1 5.2
#> 112 7.2 7.3 7.4 7.8 7.9 7.6 7.6 2.2 1.7 1.7 3.2 1.3 2.2 1.6 4.7
#> 113 7.7 7.8 7.9 8.3 8.4 8.1 8.1 1.9 2.2 1.4 4.3 2.0 3.1 2.1 5.8
#> 114 6.5 6.6 6.7 7.1 7.2 6.9 6.9 2.9 2.4 2.4 2.1 2.0 1.5 2.1 3.6
#> 115 6.8 6.9 7.0 7.4 7.5 7.2 7.2 3.0 2.5 2.5 3.0 2.1 1.8 2.2 4.5
#> 116 7.1 7.2 7.7 7.7 7.8 7.5 7.5 2.1 1.6 1.8 4.1 2.0 2.9 1.5 5.6
#> 117 7.1 7.2 7.3 7.7 7.8 7.5 7.5 1.9 1.6 1.4 3.7 1.4 2.5 1.5 5.2
#> 118 9.7 9.2 10.9 9.7 11.0 9.7 10.5 4.1 4.8 4.0 7.3 5.0 6.1 4.5 8.8
#> 119 10.6 10.7 10.8 11.2 11.3 11.0 11.0 4.4 5.1 4.1 6.4 4.5 5.6 5.0 7.9
#> 120 6.6 6.7 6.8 7.2 7.3 7.0 7.0 2.4 1.9 1.9 1.8 1.5 1.6 1.8 3.5
#> 121 8.0 8.1 8.6 8.6 8.7 8.4 8.4 2.0 2.5 1.7 5.0 2.7 3.8 2.4 6.5
#> 122 6.0 6.1 6.2 6.6 6.7 6.4 6.4 2.6 2.1 2.1 2.2 1.7 1.2 1.8 3.7
#> 123 9.9 10.0 10.1 10.5 10.6 10.3 10.3 3.7 4.4 3.4 6.1 3.8 4.9 4.3 7.6
#> 124 6.6 6.7 6.8 7.2 7.3 7.0 7.0 1.8 1.3 1.3 2.6 0.9 1.6 1.0 4.1
#> 125 7.5 7.6 8.3 8.1 8.4 7.9 7.9 2.1 2.2 1.8 4.7 2.4 3.5 1.9 6.2
#> 126 8.1 8.2 8.7 8.7 8.8 8.5 8.5 1.9 2.6 1.8 5.1 2.8 3.9 2.5 6.6
#> 127 6.3 6.4 6.5 6.9 7.0 6.7 6.7 1.7 1.2 1.4 2.5 0.8 1.3 0.9 4.0
#> 128 6.1 6.2 6.3 6.7 6.8 6.5 6.5 1.7 1.2 1.2 2.7 1.2 1.5 0.9 4.2
#> 129 7.6 7.7 7.8 8.2 8.3 8.0 8.0 2.6 2.1 2.1 3.8 1.7 2.6 2.0 5.3
#> 130 7.9 8.0 8.1 8.5 8.6 8.3 8.3 1.7 2.4 1.4 4.5 2.2 3.3 2.3 6.0
#> 131 8.9 9.0 9.1 9.5 9.6 9.3 9.3 2.7 3.4 2.4 5.1 2.8 3.9 3.3 6.6
#> 132 9.4 8.9 10.6 9.4 10.7 9.4 10.2 3.8 4.5 3.7 7.0 4.7 5.8 4.2 8.5
#> 133 7.7 7.8 7.9 8.3 8.4 8.1 8.1 2.7 2.2 2.2 3.9 1.8 2.7 2.1 5.4
#> 134 6.4 6.5 6.6 7.0 7.1 6.8 6.8 1.6 1.1 1.1 2.6 0.7 1.4 1.0 4.1
#> 135 6.8 6.9 7.0 7.4 7.5 7.2 7.2 2.4 2.1 2.1 2.6 1.7 1.8 2.0 4.1
#> 136 9.4 9.5 9.6 10.0 10.1 9.8 9.8 3.2 3.9 2.9 6.0 3.7 4.8 3.8 7.5
#> 137 7.2 7.3 8.2 7.8 8.3 7.6 7.8 2.8 2.3 2.5 4.6 2.7 3.4 1.8 6.1
#> 138 6.9 7.0 7.3 7.5 7.6 7.3 7.3 1.9 1.4 1.4 3.7 1.6 2.5 1.3 5.2
#> 139 5.9 6.0 6.1 6.5 6.6 6.3 6.3 1.7 1.2 1.4 2.5 1.2 1.3 0.9 4.0
#> 140 7.6 7.7 8.0 8.2 8.3 8.0 8.0 1.6 2.1 1.1 4.4 2.1 3.2 2.0 5.9
#> 141 7.9 8.0 8.3 8.5 8.6 8.3 8.3 2.3 2.4 1.8 4.7 2.4 3.5 2.3 6.2
#> 142 7.5 7.6 7.9 8.1 8.2 7.9 7.9 1.5 2.0 1.0 4.3 2.0 3.1 1.9 5.8
#> 143 6.4 6.5 6.6 7.0 7.1 6.8 6.8 2.6 2.1 2.1 2.4 1.7 1.4 1.8 3.9
#> 144 8.1 8.2 8.7 8.7 8.8 8.5 8.5 2.3 2.6 2.0 5.1 2.8 3.9 2.5 6.6
#> 145 7.9 8.0 8.7 8.5 8.8 8.3 8.3 2.5 2.6 2.2 5.1 2.8 3.9 2.3 6.6
#> 146 7.5 7.6 7.7 8.1 8.2 7.9 7.9 1.9 2.0 1.4 4.1 1.8 2.9 1.9 5.6
#> 147 7.0 7.1 7.2 7.6 7.7 7.4 7.4 2.2 1.7 1.7 2.6 1.3 2.0 1.4 4.1
#> 148 7.0 7.1 7.2 7.6 7.7 7.4 7.4 1.8 1.5 1.3 3.6 1.3 2.4 1.4 5.1
#> 149 6.8 6.9 7.8 7.4 7.9 7.2 7.4 2.6 2.1 2.3 4.2 2.5 3.0 1.6 5.7
#> 150 6.1 6.2 6.3 6.7 6.8 6.5 6.5 2.1 1.6 1.6 2.7 1.6 1.5 1.3 4.2
#> 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73
#> 1
#> 2
#> 3
#> 4
#> 5
#> 6
#> 7
#> 8
#> 9
#> 10
#> 11
#> 12
#> 13
#> 14
#> 15
#> 16
#> 17
#> 18
#> 19
#> 20
#> 21
#> 22
#> 23
#> 24
#> 25
#> 26
#> 27
#> 28
#> 29
#> 30
#> 31
#> 32
#> 33
#> 34
#> 35
#> 36
#> 37
#> 38
#> 39
#> 40
#> 41
#> 42
#> 43
#> 44
#> 45
#> 46
#> 47
#> 48
#> 49
#> 50
#> 51
#> 52
#> 53
#> 54
#> 55
#> 56
#> 57
#> 58
#> 59
#> 60 2.4
#> 61 3.9 1.7
#> 62 1.4 1.4 3.1
#> 63 2.2 1.8 1.7 1.6
#> 64 0.7 1.9 3.6 0.9 1.9
#> 65 2.0 1.0 1.9 1.2 1.8 1.7
#> 66 0.6 2.4 4.1 1.2 2.4 1.1 2.2
#> 67 1.4 1.4 3.1 0.6 2.2 0.9 1.2 1.4
#> 68 1.8 1.2 2.1 1.0 0.8 1.5 1.2 2.0 1.4
#> 69 1.4 2.2 2.9 1.4 1.2 1.1 2.4 1.6 1.4 1.8
#> 70 2.3 0.9 1.6 1.5 0.9 2.0 0.9 2.5 1.5 0.7 1.9
#> 71 1.7 2.5 4.2 1.1 2.7 1.0 2.3 1.7 1.1 2.1 1.9 2.6
#> 72 1.2 1.2 2.7 0.8 1.0 0.9 1.0 1.4 1.4 0.8 1.4 1.1 1.9
#> 73 1.2 2.4 3.7 1.6 2.0 0.9 2.6 1.6 1.6 2.0 0.8 2.1 1.5 1.6
#> 74 0.8 2.0 3.3 1.2 1.6 0.3 1.8 1.4 1.2 1.2 1.2 1.7 1.3 0.8 1.0
#> 75 0.5 1.9 3.4 0.9 1.7 0.8 1.5 0.7 1.3 1.3 1.3 1.8 1.8 0.7 1.3
#> 76 0.4 2.2 3.9 1.0 2.2 0.9 2.0 0.2 1.2 1.8 1.4 2.3 1.7 1.2 1.4
#> 77 0.6 2.6 4.3 1.8 2.6 0.9 2.6 0.8 1.8 2.2 1.6 2.7 1.7 1.6 1.0
#> 78 1.0 3.2 4.9 1.8 3.2 1.3 3.0 1.0 1.8 2.8 2.0 3.3 1.3 2.2 1.2
#> 79 0.9 1.7 3.4 0.5 1.7 0.4 1.5 1.1 0.5 1.3 0.9 1.8 1.0 0.9 1.1
#> 80 2.6 1.4 1.3 1.8 1.2 2.3 0.8 2.8 2.0 0.8 2.4 0.7 2.9 1.4 2.6
#> 81 2.6 1.0 1.3 1.8 1.0 2.3 1.0 2.8 1.8 1.0 2.0 0.3 2.9 1.4 2.4
#> 82 2.8 1.2 1.1 2.0 1.0 2.5 1.0 3.0 2.0 1.0 2.2 0.5 3.1 1.6 2.6
#> 83 1.8 0.8 2.1 1.0 1.0 1.5 0.8 2.0 1.4 0.4 1.8 0.5 2.1 0.6 2.0
#> 84 1.6 2.2 3.9 1.4 2.2 0.9 2.4 2.0 1.4 1.8 1.4 2.3 1.1 1.6 0.8
#> 85 1.6 1.2 2.9 0.8 2.4 1.1 1.4 1.6 0.2 1.6 1.6 1.7 1.3 1.6 1.8
#> 86 1.5 2.3 4.0 0.9 2.3 1.0 2.1 1.3 0.9 1.9 1.5 2.4 0.8 1.5 1.7
#> 87 0.6 2.8 4.5 1.4 2.8 0.9 2.6 0.4 1.4 2.4 1.6 2.9 1.3 1.8 1.2
#> 88 1.1 2.1 2.8 1.5 1.1 1.2 2.1 1.3 1.7 1.5 0.5 1.6 2.2 1.1 0.9
#> 89 1.6 1.0 2.5 0.6 1.6 1.3 0.6 1.6 0.6 0.8 2.0 0.9 1.7 0.8 2.2
#> 90 2.1 0.7 1.8 1.3 1.1 1.8 0.9 2.3 1.3 0.9 1.7 0.4 2.4 0.9 1.9
#> 91 1.7 1.1 2.2 1.3 1.5 1.4 1.3 1.9 0.9 0.9 1.5 0.8 2.0 1.3 1.7
#> 92 0.7 1.9 3.6 0.7 1.9 0.2 1.7 0.9 0.7 1.5 1.1 2.0 1.0 0.9 1.1
#> 93 1.8 1.0 2.1 1.0 0.8 1.5 1.0 2.0 1.4 0.4 1.6 0.5 2.1 0.6 1.8
#> 94 3.8 1.6 0.5 3.0 1.8 3.5 1.8 4.0 3.0 2.0 3.0 1.5 4.1 2.6 3.6
#> 95 1.6 0.8 2.3 0.8 1.4 1.3 0.8 1.8 0.8 0.6 1.6 0.7 1.9 0.8 1.8
#> 96 1.5 1.3 2.6 0.5 1.5 1.2 0.9 1.5 0.7 0.7 1.9 1.0 1.6 0.9 2.1
#> 97 1.3 1.1 2.6 0.5 1.5 1.0 0.7 1.5 0.7 0.7 1.7 1.0 1.6 0.7 1.9
#> 98 0.7 1.7 3.2 0.7 1.5 0.6 1.3 0.9 1.1 1.1 1.1 1.6 1.6 0.5 1.3
#> 99 3.7 1.5 1.2 2.9 2.3 3.4 1.7 3.9 2.9 2.1 3.3 1.4 4.0 2.5 3.5
#> 100 1.5 0.9 2.4 0.7 1.3 1.2 0.7 1.7 0.9 0.5 1.7 0.8 1.8 0.5 1.9
#> 101 3.3 4.9 6.6 3.5 4.9 3.0 4.7 3.3 3.5 4.5 3.7 5.0 2.4 3.9 2.9
#> 102 2.1 2.3 4.0 1.7 2.7 1.4 2.5 2.5 1.5 1.9 1.9 2.4 1.0 2.1 1.3
#> 103 2.7 4.9 6.6 3.5 4.9 3.0 4.7 2.7 3.5 4.5 3.7 5.0 2.8 3.9 2.9
#> 104 1.8 3.4 5.1 2.2 3.4 1.5 3.2 2.2 2.2 3.0 2.2 3.5 1.5 2.4 1.4
#> 105 2.3 4.3 6.0 2.9 4.3 2.4 4.1 2.5 2.9 3.9 3.1 4.4 2.2 3.3 2.3
#> 106 3.9 6.1 7.8 4.7 6.1 4.2 5.9 3.9 4.7 5.7 4.9 6.2 4.0 5.1 4.1
#> 107 2.6 1.4 2.3 2.0 2.6 2.1 2.4 2.8 1.4 2.2 1.8 1.9 2.1 2.4 2.0
#> 108 2.9 5.1 6.8 3.9 5.1 3.2 4.9 3.1 3.9 4.7 3.9 5.2 3.2 4.1 3.1
#> 109 2.2 4.0 5.3 3.2 3.6 2.5 4.2 2.4 3.2 3.6 2.4 3.7 2.5 3.2 1.6
#> 110 4.0 6.2 7.9 4.8 6.2 4.3 6.0 3.8 4.8 5.8 5.0 6.3 3.7 5.2 4.2
#> 111 1.6 3.6 5.3 2.2 3.6 1.7 3.4 1.6 2.2 3.2 2.4 3.7 1.1 2.6 1.6
#> 112 1.7 3.1 4.8 2.3 3.1 1.6 3.3 2.1 2.3 2.7 1.9 3.2 1.6 2.3 1.1
#> 113 2.0 4.2 5.9 2.8 4.2 2.3 4.0 2.0 2.8 3.8 3.0 4.3 2.1 3.2 2.2
#> 114 2.4 2.4 3.7 2.0 2.6 1.7 2.6 2.8 1.6 2.2 1.8 2.1 1.3 2.4 1.2
#> 115 2.5 2.9 4.6 2.1 3.3 1.8 2.9 2.9 1.9 2.5 2.5 3.0 1.4 2.5 1.9
#> 116 2.2 4.0 5.7 2.6 4.0 2.1 3.8 2.2 2.6 3.6 2.8 4.1 1.5 3.0 2.0
#> 117 1.6 3.6 5.3 2.2 3.6 1.7 3.4 1.8 2.2 3.2 2.4 3.7 1.5 2.6 1.6
#> 118 5.0 7.2 8.9 5.8 7.2 5.3 7.0 4.8 5.8 6.8 6.0 7.3 4.7 6.2 5.2
#> 119 4.7 6.5 8.0 5.7 6.3 5.0 6.7 4.9 5.7 6.1 5.1 6.4 5.0 5.7 4.3
#> 120 1.9 2.5 3.2 1.7 1.5 1.2 2.7 2.3 1.7 2.1 0.7 2.2 1.6 1.9 0.7
#> 121 2.7 4.9 6.6 3.5 4.9 3.0 4.7 2.5 3.5 4.5 3.7 5.0 2.4 3.9 2.9
#> 122 2.1 2.1 3.8 1.7 2.9 1.4 2.1 2.5 1.1 2.1 2.1 2.2 1.0 2.1 1.5
#> 123 4.0 6.0 7.7 5.0 6.0 4.3 6.0 4.2 5.0 5.6 4.8 6.1 4.3 5.0 4.0
#> 124 1.3 2.5 4.2 1.7 2.5 1.0 2.7 1.7 1.7 2.1 1.3 2.6 1.0 1.7 0.5
#> 125 2.4 4.6 6.3 3.2 4.6 2.7 4.4 2.2 3.2 4.2 3.4 4.7 2.1 3.6 2.6
#> 126 2.8 5.0 6.7 3.6 5.0 3.1 4.8 2.6 3.6 4.6 3.8 5.1 2.5 4.0 3.0
#> 127 1.2 2.4 4.1 1.4 2.4 0.7 2.4 1.6 1.4 2.0 1.2 2.5 0.7 1.4 0.8
#> 128 1.4 2.6 4.3 1.2 2.6 0.7 2.4 1.6 1.2 2.2 1.6 2.7 0.5 1.6 1.0
#> 129 2.1 3.7 5.4 2.7 3.7 2.0 3.7 2.5 2.7 3.3 2.5 3.8 2.0 2.7 1.7
#> 130 2.2 4.4 6.1 3.0 4.4 2.5 4.2 2.2 3.0 4.0 3.2 4.5 2.7 3.4 2.4
#> 131 3.0 5.0 6.7 4.0 5.0 3.3 5.0 3.2 4.0 4.6 3.8 5.1 3.3 4.0 3.0
#> 132 4.7 6.9 8.6 5.5 6.9 5.0 6.7 4.5 5.5 6.5 5.7 7.0 4.4 5.9 4.9
#> 133 2.2 3.8 5.5 2.8 3.8 2.1 3.8 2.6 2.8 3.4 2.6 3.9 2.1 2.8 1.8
#> 134 1.1 2.5 4.2 1.5 2.5 0.8 2.5 1.5 1.5 2.1 1.3 2.6 1.4 1.5 0.5
#> 135 1.9 2.7 4.2 2.1 2.5 1.2 2.9 2.3 2.1 2.3 1.7 2.6 2.0 1.9 1.1
#> 136 3.7 5.9 7.6 4.5 5.9 4.0 5.7 3.7 4.5 5.5 4.7 6.0 3.8 4.9 3.9
#> 137 2.9 4.5 6.2 3.1 4.5 2.6 4.3 2.9 3.1 4.1 3.3 4.6 2.0 3.5 2.5
#> 138 1.8 3.6 5.3 2.2 3.6 1.7 3.4 1.8 2.2 3.2 2.4 3.7 1.3 2.6 1.6
#> 139 1.4 2.4 4.1 1.0 2.4 0.7 2.2 1.6 1.0 2.0 1.6 2.5 0.3 1.6 1.2
#> 140 2.1 4.3 6.0 2.9 4.3 2.4 4.1 1.9 2.9 3.9 3.1 4.4 2.0 3.3 2.3
#> 141 2.4 4.6 6.3 3.2 4.6 2.7 4.4 2.2 3.2 4.2 3.4 4.7 2.3 3.6 2.6
#> 142 2.0 4.2 5.9 2.8 4.2 2.3 4.0 1.8 2.8 3.8 3.0 4.3 1.9 3.2 2.2
#> 143 2.1 2.3 4.0 1.7 2.7 1.4 2.5 2.5 1.5 1.9 1.9 2.4 1.0 2.1 1.3
#> 144 2.8 5.0 6.7 3.6 5.0 3.1 4.8 2.6 3.6 4.6 3.8 5.1 2.5 4.0 3.0
#> 145 2.8 5.0 6.7 3.6 5.0 3.1 4.8 2.6 3.6 4.6 3.8 5.1 2.5 4.0 3.0
#> 146 1.8 4.0 5.7 2.6 4.0 2.1 3.8 1.8 2.6 3.6 2.8 4.1 1.9 3.0 2.0
#> 147 1.7 2.9 4.2 2.1 2.5 1.4 3.1 2.1 2.1 2.5 1.3 2.6 1.4 2.1 0.5
#> 148 1.5 3.5 5.2 2.1 3.5 1.6 3.3 1.7 2.1 3.1 2.3 3.6 1.4 2.5 1.5
#> 149 2.7 4.1 5.8 2.7 4.1 2.2 3.9 2.7 2.7 3.7 2.9 4.2 1.6 3.1 2.3
#> 150 1.8 2.6 4.3 1.2 2.8 1.1 2.4 2.0 1.2 2.2 2.0 2.7 0.5 2.0 1.4
#> 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88
#> 1
#> 2
#> 3
#> 4
#> 5
#> 6
#> 7
#> 8
#> 9
#> 10
#> 11
#> 12
#> 13
#> 14
#> 15
#> 16
#> 17
#> 18
#> 19
#> 20
#> 21
#> 22
#> 23
#> 24
#> 25
#> 26
#> 27
#> 28
#> 29
#> 30
#> 31
#> 32
#> 33
#> 34
#> 35
#> 36
#> 37
#> 38
#> 39
#> 40
#> 41
#> 42
#> 43
#> 44
#> 45
#> 46
#> 47
#> 48
#> 49
#> 50
#> 51
#> 52
#> 53
#> 54
#> 55
#> 56
#> 57
#> 58
#> 59
#> 60
#> 61
#> 62
#> 63
#> 64
#> 65
#> 66
#> 67
#> 68
#> 69
#> 70
#> 71
#> 72
#> 73
#> 74
#> 75 0.9
#> 76 1.2 0.5
#> 77 1.0 1.1 0.8
#> 78 1.6 1.5 1.0 0.8
#> 79 0.7 0.8 0.9 1.3 1.5
#> 80 2.0 2.1 2.6 3.0 3.6 2.1
#> 81 2.0 2.1 2.6 3.0 3.6 2.1 0.8
#> 82 2.2 2.3 2.8 3.2 3.8 2.3 0.6 0.2
#> 83 1.2 1.3 1.8 2.2 2.8 1.3 0.8 0.8 1.0
#> 84 1.0 1.7 1.8 1.4 1.2 0.9 2.6 2.6 2.8 1.8
#> 85 1.4 1.5 1.4 2.0 2.0 0.7 2.2 1.8 2.0 1.6 1.6
#> 86 1.3 1.4 1.3 1.9 1.7 0.6 2.7 2.7 2.9 1.9 1.3 1.1
#> 87 1.2 1.1 0.6 0.6 0.6 1.1 3.2 3.2 3.4 2.4 1.6 1.6 1.3
#> 88 1.1 0.8 1.1 1.5 2.1 1.2 2.1 1.7 1.9 1.5 1.7 1.9 1.8 1.7
#> 89 1.4 1.1 1.4 2.2 2.4 1.1 1.4 1.2 1.4 0.8 2.0 0.8 1.5 2.0 1.7
#> 90 1.7 1.6 2.1 2.5 3.1 1.6 1.1 0.5 0.7 0.7 2.1 1.3 2.2 2.7 1.4
#> 91 1.1 1.4 1.7 2.1 2.7 1.2 1.3 0.9 1.1 0.9 1.7 0.9 1.8 2.3 1.2
#> 92 0.5 0.8 0.7 1.1 1.3 0.4 2.3 2.3 2.5 1.5 1.1 0.9 0.8 0.9 1.2
#> 93 1.2 1.3 1.8 2.2 2.8 1.3 0.8 0.8 1.0 0.2 1.8 1.6 1.9 2.4 1.3
#> 94 3.2 3.3 3.8 4.2 4.8 3.3 1.2 1.2 1.0 2.0 3.8 2.8 3.9 4.4 2.7
#> 95 1.2 1.1 1.6 2.0 2.6 1.1 1.2 1.0 1.2 0.6 1.6 1.0 1.7 2.2 1.3
#> 96 1.1 1.0 1.3 2.1 2.3 1.0 1.3 1.3 1.5 0.7 1.9 0.9 1.4 1.9 1.6
#> 97 1.1 0.8 1.3 1.9 2.3 0.8 1.3 1.3 1.5 0.7 1.7 0.9 1.4 1.9 1.4
#> 98 0.7 0.2 0.7 1.3 1.7 0.6 1.9 1.9 2.1 1.1 1.5 1.3 1.2 1.3 0.8
#> 99 3.1 3.2 3.7 4.1 4.7 3.2 1.3 1.3 1.3 1.9 3.7 2.7 3.8 4.3 3.0
#> 100 1.1 1.0 1.5 1.9 2.5 1.0 1.1 1.1 1.3 0.5 1.7 1.1 1.6 2.1 1.4
#> 101 3.3 3.4 3.3 3.3 2.5 3.2 5.3 5.3 5.5 4.5 2.7 3.7 2.8 2.9 3.8
#> 102 1.5 2.2 2.3 1.9 1.5 1.4 2.7 2.7 2.9 1.9 0.5 1.7 1.8 2.1 2.2
#> 103 3.3 3.2 2.7 2.3 1.7 3.2 5.3 5.3 5.5 4.5 2.7 3.7 3.4 2.3 3.8
#> 104 1.8 1.9 2.0 1.8 1.2 1.7 3.8 3.8 4.0 3.0 1.2 2.4 2.1 1.8 2.3
#> 105 2.7 2.6 2.3 2.3 1.5 2.6 4.7 4.7 4.9 3.9 2.1 3.1 2.8 2.1 3.2
#> 106 4.5 4.4 3.9 3.5 2.9 4.4 6.5 6.5 6.7 5.7 3.9 4.9 4.6 3.5 5.0
#> 107 2.2 2.5 2.6 2.8 2.8 1.7 2.6 2.0 2.2 2.2 2.0 1.2 2.1 2.8 2.1
#> 108 3.5 3.4 3.1 2.5 2.1 3.4 5.5 5.5 5.7 4.7 2.9 4.1 3.8 2.7 4.0
#> 109 2.6 2.7 2.4 1.8 1.4 2.7 4.2 4.0 4.2 3.6 1.8 3.4 3.1 2.0 2.5
#> 110 4.6 4.5 4.0 3.6 3.0 4.5 6.6 6.6 6.8 5.8 4.0 5.0 3.9 3.4 5.1
#> 111 2.0 1.9 1.6 1.6 0.8 1.9 4.0 4.0 4.2 3.2 1.4 2.4 1.7 1.2 2.5
#> 112 1.7 1.8 1.9 1.5 1.1 1.8 3.5 3.5 3.7 2.7 0.9 2.5 2.2 1.7 2.0
#> 113 2.6 2.5 2.0 1.6 1.0 2.5 4.6 4.6 4.8 3.8 2.0 3.0 2.7 1.6 3.1
#> 114 1.8 2.5 2.6 2.2 1.8 1.7 2.6 2.4 2.6 2.2 1.0 1.8 2.1 2.4 2.1
#> 115 1.9 2.6 2.7 2.3 1.9 1.8 3.3 3.3 3.5 2.5 1.1 2.1 2.2 2.5 2.8
#> 116 2.4 2.3 2.2 2.2 1.4 2.3 4.4 4.4 4.6 3.6 1.8 2.8 2.1 1.8 2.9
#> 117 2.0 1.9 1.6 1.6 0.8 1.9 4.0 4.0 4.2 3.2 1.4 2.4 2.1 1.4 2.5
#> 118 5.6 5.5 5.0 4.6 4.0 5.5 7.6 7.6 7.8 6.8 5.0 6.0 4.9 4.4 6.1
#> 119 5.1 5.2 4.9 4.1 3.9 5.2 6.7 6.7 6.9 6.1 4.3 5.9 5.6 4.5 5.2
#> 120 1.3 2.0 2.1 1.7 1.7 1.2 2.7 2.3 2.5 2.1 0.7 1.9 1.8 1.9 1.2
#> 121 3.3 3.2 2.7 2.3 1.7 3.2 5.3 5.3 5.5 4.5 2.7 3.7 3.0 2.1 3.8
#> 122 1.5 2.2 2.3 1.9 1.7 1.4 2.7 2.5 2.7 2.1 1.1 1.3 1.8 2.1 2.4
#> 123 4.4 4.5 4.2 3.4 3.2 4.5 6.4 6.4 6.6 5.6 3.8 5.2 4.9 3.8 4.9
#> 124 1.1 1.4 1.5 1.1 0.9 1.2 2.9 2.9 3.1 2.1 0.7 1.9 1.6 1.3 1.4
#> 125 3.0 2.9 2.4 2.2 1.4 2.9 5.0 5.0 5.2 4.2 2.4 3.4 2.5 1.8 3.5
#> 126 3.4 3.3 2.8 2.4 1.8 3.3 5.4 5.4 5.6 4.6 2.8 3.8 3.1 2.2 3.9
#> 127 0.8 1.3 1.4 1.0 1.0 0.9 2.8 2.8 3.0 2.0 0.8 1.6 1.3 1.2 1.5
#> 128 1.0 1.5 1.4 1.4 0.8 0.9 3.0 3.0 3.2 2.2 0.8 1.4 1.1 1.2 1.9
#> 129 2.1 2.2 2.3 1.9 1.5 2.2 4.1 4.1 4.3 3.3 1.5 2.9 2.6 2.1 2.6
#> 130 2.8 2.7 2.2 1.8 1.4 2.7 4.8 4.8 5.0 4.0 2.2 3.2 2.9 1.8 3.3
#> 131 3.4 3.5 3.2 2.4 2.2 3.5 5.4 5.4 5.6 4.6 2.8 4.2 3.9 2.8 3.9
#> 132 5.3 5.2 4.7 4.3 3.7 5.2 7.3 7.3 7.5 6.5 4.7 5.7 4.6 4.1 5.8
#> 133 2.2 2.3 2.4 2.0 1.6 2.3 4.2 4.2 4.4 3.4 1.6 3.0 2.7 2.2 2.7
#> 134 0.9 1.2 1.3 0.9 0.9 1.0 2.9 2.9 3.1 2.1 0.5 1.7 1.6 1.1 1.4
#> 135 1.3 2.0 2.1 1.7 1.9 1.6 2.9 2.9 3.1 2.3 0.9 2.3 2.2 2.1 1.8
#> 136 4.3 4.2 3.7 3.3 2.7 4.2 6.3 6.3 6.5 5.5 3.7 4.7 4.4 3.3 4.8
#> 137 2.9 3.0 2.9 2.9 2.1 2.8 4.9 4.9 5.1 4.1 2.3 3.3 2.2 2.5 3.4
#> 138 2.0 1.9 1.8 1.8 1.0 1.9 4.0 4.0 4.2 3.2 1.4 2.4 1.9 1.4 2.5
#> 139 1.0 1.5 1.4 1.4 1.0 0.7 2.8 2.8 3.0 2.0 0.8 1.2 0.9 1.2 1.9
#> 140 2.7 2.6 2.1 1.7 1.1 2.6 4.7 4.7 4.9 3.9 2.1 3.1 2.6 1.5 3.2
#> 141 3.0 2.9 2.4 2.2 1.4 2.9 5.0 5.0 5.2 4.2 2.4 3.4 2.9 1.8 3.5
#> 142 2.6 2.5 2.0 1.6 1.0 2.5 4.6 4.6 4.8 3.8 2.0 3.0 2.5 1.4 3.1
#> 143 1.5 2.2 2.3 1.9 1.5 1.4 2.7 2.7 2.9 1.9 0.5 1.7 1.8 2.1 2.2
#> 144 3.4 3.3 2.8 2.4 1.8 3.3 5.4 5.4 5.6 4.6 2.8 3.8 3.1 2.2 3.9
#> 145 3.4 3.3 2.8 2.6 1.8 3.3 5.4 5.4 5.6 4.6 2.8 3.8 2.9 2.2 3.9
#> 146 2.4 2.3 1.8 1.6 0.8 2.3 4.4 4.4 4.6 3.6 1.8 2.8 2.5 1.4 2.9
#> 147 1.5 1.8 1.9 1.5 1.1 1.6 3.1 2.9 3.1 2.5 0.9 2.3 2.0 1.7 1.4
#> 148 1.9 1.8 1.5 1.5 0.7 1.8 3.9 3.9 4.1 3.1 1.3 2.3 2.0 1.3 2.4
#> 149 2.5 2.8 2.7 2.7 1.9 2.4 4.5 4.5 4.7 3.7 1.9 2.9 1.8 2.3 3.2
#> 150 1.4 1.9 1.8 1.8 1.0 1.1 3.0 3.0 3.2 2.2 0.6 1.4 1.3 1.6 2.3
#> 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103
#> 1
#> 2
#> 3
#> 4
#> 5
#> 6
#> 7
#> 8
#> 9
#> 10
#> 11
#> 12
#> 13
#> 14
#> 15
#> 16
#> 17
#> 18
#> 19
#> 20
#> 21
#> 22
#> 23
#> 24
#> 25
#> 26
#> 27
#> 28
#> 29
#> 30
#> 31
#> 32
#> 33
#> 34
#> 35
#> 36
#> 37
#> 38
#> 39
#> 40
#> 41
#> 42
#> 43
#> 44
#> 45
#> 46
#> 47
#> 48
#> 49
#> 50
#> 51
#> 52
#> 53
#> 54
#> 55
#> 56
#> 57
#> 58
#> 59
#> 60
#> 61
#> 62
#> 63
#> 64
#> 65
#> 66
#> 67
#> 68
#> 69
#> 70
#> 71
#> 72
#> 73
#> 74
#> 75
#> 76
#> 77
#> 78
#> 79
#> 80
#> 81
#> 82
#> 83
#> 84
#> 85
#> 86
#> 87
#> 88
#> 89
#> 90 0.7
#> 91 0.9 0.6
#> 92 1.1 1.8 1.4
#> 93 0.8 0.5 0.7 1.5
#> 94 2.4 1.7 2.1 3.5 2.0
#> 95 0.4 0.5 0.5 1.3 0.6 2.2
#> 96 0.3 1.0 0.8 1.0 0.7 2.5 0.5
#> 97 0.3 0.8 0.8 1.0 0.7 2.5 0.3 0.2
#> 98 0.9 1.4 1.2 0.6 1.1 3.1 0.9 0.8 0.6
#> 99 2.3 1.6 2.0 3.4 1.9 0.7 2.1 2.4 2.4 3.0
#> 100 0.3 0.6 0.8 1.2 0.5 2.3 0.3 0.4 0.2 0.8 2.2
#> 101 4.1 4.8 4.4 3.0 4.5 6.5 4.3 4.0 4.0 3.4 6.4 4.2
#> 102 2.1 2.2 1.8 1.6 1.9 3.9 1.7 2.0 1.8 2.0 3.8 1.8 2.6
#> 103 4.1 4.8 4.4 3.0 4.5 6.5 4.3 4.0 4.0 3.4 6.4 4.2 1.6 2.6
#> 104 2.8 3.3 2.9 1.7 3.0 5.0 2.8 2.7 2.5 1.9 4.9 2.7 1.5 1.3 1.5
#> 105 3.5 4.2 3.8 2.4 3.9 5.9 3.7 3.4 3.4 2.8 5.8 3.6 1.0 2.0 0.8
#> 106 5.3 6.0 5.6 4.2 5.7 7.7 5.5 5.2 5.2 4.6 7.6 5.4 2.6 3.8 1.2
#> 107 2.0 1.5 1.3 2.1 2.0 2.2 1.6 2.1 1.9 2.3 2.3 1.9 4.5 1.9 4.5
#> 108 4.5 5.0 4.6 3.4 4.7 6.7 4.5 4.4 4.2 3.6 6.6 4.4 2.4 3.0 1.0
#> 109 3.8 3.5 3.3 2.7 3.4 5.2 3.4 3.7 3.5 2.9 5.1 3.5 2.1 1.9 1.3
#> 110 5.4 6.1 5.7 4.3 5.8 7.8 5.6 5.3 5.3 4.7 7.7 5.5 1.3 3.9 1.3
#> 111 2.8 3.5 3.1 1.7 3.2 5.2 3.0 2.7 2.7 2.1 5.1 2.9 1.7 1.3 1.7
#> 112 2.9 3.0 2.6 1.8 2.7 4.7 2.5 2.8 2.6 2.0 4.6 2.6 2.0 0.8 1.8
#> 113 3.4 4.1 3.7 2.3 3.8 5.8 3.6 3.3 3.3 2.7 5.7 3.5 1.7 1.9 0.7
#> 114 2.2 1.9 1.7 1.9 2.0 3.6 1.8 2.1 1.9 2.3 3.5 1.9 2.9 0.5 2.9
#> 115 2.5 2.8 2.4 2.0 2.5 4.5 2.3 2.4 2.2 2.4 4.4 2.2 2.0 0.6 2.6
#> 116 3.2 3.9 3.5 2.1 3.6 5.6 3.4 3.1 3.1 2.5 5.5 3.3 1.1 1.7 1.7
#> 117 2.8 3.5 3.1 1.7 3.2 5.2 3.0 2.7 2.7 2.1 5.1 2.9 1.7 1.5 1.3
#> 118 6.4 7.1 6.7 5.3 6.8 8.8 6.6 6.3 6.3 5.7 8.7 6.5 2.9 4.9 2.3
#> 119 6.3 6.2 5.8 5.2 5.9 7.9 5.9 6.2 6.0 5.4 7.8 6.0 3.2 4.2 2.2
#> 120 2.3 2.0 1.8 1.4 1.9 3.3 1.9 2.2 2.0 1.8 3.6 2.0 3.4 1.2 3.4
#> 121 4.1 4.8 4.4 3.0 4.5 6.5 4.3 4.0 4.0 3.4 6.4 4.2 1.2 2.6 0.8
#> 122 1.7 2.0 1.6 1.6 2.1 3.7 1.5 1.8 1.6 2.0 3.6 1.6 2.8 0.6 2.8
#> 123 5.6 5.9 5.5 4.5 5.6 7.6 5.4 5.5 5.3 4.7 7.5 5.3 3.1 3.7 1.7
#> 124 2.3 2.4 2.0 1.2 2.1 4.1 1.9 2.2 2.0 1.4 4.0 2.0 2.4 0.8 2.4
#> 125 3.8 4.5 4.1 2.7 4.2 6.2 4.0 3.7 3.7 3.1 6.1 3.9 1.1 2.3 0.9
#> 126 4.2 4.9 4.5 3.1 4.6 6.6 4.4 4.1 4.1 3.5 6.5 4.3 1.7 2.9 0.7
#> 127 2.0 2.3 1.9 0.9 2.0 4.0 1.8 1.9 1.7 1.1 3.9 1.7 2.5 0.9 2.5
#> 128 1.8 2.5 2.1 0.7 2.2 4.2 2.0 1.7 1.7 1.3 4.1 1.9 2.3 0.9 2.3
#> 129 3.3 3.6 3.2 2.2 3.3 5.3 3.1 3.2 3.0 2.4 5.2 3.0 1.4 1.4 1.2
#> 130 3.6 4.3 3.9 2.5 4.0 6.0 3.8 3.5 3.5 2.9 5.9 3.7 2.3 2.7 0.7
#> 131 4.6 4.9 4.5 3.5 4.6 6.6 4.4 4.5 4.3 3.7 6.5 4.3 2.3 2.7 0.9
#> 132 6.1 6.8 6.4 5.0 6.5 8.5 6.3 6.0 6.0 5.4 8.4 6.2 3.0 4.6 2.2
#> 133 3.4 3.7 3.3 2.3 3.4 5.4 3.2 3.3 3.1 2.5 5.3 3.1 1.3 1.5 1.3
#> 134 2.1 2.4 2.0 1.0 2.1 4.1 1.9 2.0 1.8 1.2 4.0 1.8 2.4 1.0 2.4
#> 135 2.5 2.4 2.0 1.4 2.1 4.1 2.1 2.4 2.2 1.8 4.0 2.2 2.4 1.4 2.4
#> 136 5.1 5.8 5.4 4.0 5.5 7.5 5.3 5.0 5.0 4.4 7.4 5.2 2.0 3.6 1.0
#> 137 3.7 4.4 4.0 2.6 4.1 6.1 3.9 3.6 3.6 3.0 6.0 3.8 0.6 2.2 1.8
#> 138 2.8 3.5 3.1 1.7 3.2 5.2 3.0 2.7 2.7 2.1 5.1 2.9 1.5 1.5 1.5
#> 139 1.6 2.3 1.9 0.7 2.0 4.0 1.8 1.5 1.5 1.3 3.9 1.7 2.5 0.9 2.5
#> 140 3.5 4.2 3.8 2.4 3.9 5.9 3.7 3.4 3.4 2.8 5.8 3.6 1.8 2.0 0.8
#> 141 3.8 4.5 4.1 2.7 4.2 6.2 4.0 3.7 3.7 3.1 6.1 3.9 1.1 2.3 1.1
#> 142 3.4 4.1 3.7 2.3 3.8 5.8 3.6 3.3 3.3 2.7 5.7 3.5 1.9 1.9 1.3
#> 143 2.1 2.2 1.8 1.6 1.9 3.9 1.7 2.0 1.8 2.0 3.8 1.8 2.6 0.0 2.6
#> 144 4.2 4.9 4.5 3.1 4.6 6.6 4.4 4.1 4.1 3.5 6.5 4.3 0.9 2.7 0.7
#> 145 4.2 4.9 4.5 3.1 4.6 6.6 4.4 4.1 4.1 3.5 6.5 4.3 0.7 2.7 1.3
#> 146 3.2 3.9 3.5 2.1 3.6 5.6 3.4 3.1 3.1 2.5 5.5 3.3 1.7 1.7 1.3
#> 147 2.7 2.4 2.2 1.6 2.3 4.1 2.3 2.6 2.4 1.8 4.0 2.4 2.4 0.8 2.4
#> 148 2.7 3.4 3.0 1.6 3.1 5.1 2.9 2.6 2.6 2.0 5.0 2.8 1.8 1.2 1.4
#> 149 3.3 4.0 3.6 2.2 3.7 5.7 3.5 3.2 3.2 2.6 5.6 3.4 1.0 1.8 2.0
#> 150 1.8 2.5 2.1 1.1 2.2 4.2 2.0 1.7 1.7 1.7 4.1 1.9 2.3 0.5 2.3
#> 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118
#> 1
#> 2
#> 3
#> 4
#> 5
#> 6
#> 7
#> 8
#> 9
#> 10
#> 11
#> 12
#> 13
#> 14
#> 15
#> 16
#> 17
#> 18
#> 19
#> 20
#> 21
#> 22
#> 23
#> 24
#> 25
#> 26
#> 27
#> 28
#> 29
#> 30
#> 31
#> 32
#> 33
#> 34
#> 35
#> 36
#> 37
#> 38
#> 39
#> 40
#> 41
#> 42
#> 43
#> 44
#> 45
#> 46
#> 47
#> 48
#> 49
#> 50
#> 51
#> 52
#> 53
#> 54
#> 55
#> 56
#> 57
#> 58
#> 59
#> 60
#> 61
#> 62
#> 63
#> 64
#> 65
#> 66
#> 67
#> 68
#> 69
#> 70
#> 71
#> 72
#> 73
#> 74
#> 75
#> 76
#> 77
#> 78
#> 79
#> 80
#> 81
#> 82
#> 83
#> 84
#> 85
#> 86
#> 87
#> 88
#> 89
#> 90
#> 91
#> 92
#> 93
#> 94
#> 95
#> 96
#> 97
#> 98
#> 99
#> 100
#> 101
#> 102
#> 103
#> 104
#> 105 0.9
#> 106 2.7 2.0
#> 107 3.0 3.9 5.7
#> 108 1.7 1.8 1.0 4.7
#> 109 1.0 1.1 2.5 3.2 1.5
#> 110 2.8 1.9 1.9 5.8 1.7 2.6
#> 111 1.2 1.1 2.9 3.2 2.5 1.8 2.6
#> 112 0.7 1.2 3.0 2.7 2.2 1.1 3.1 0.9
#> 113 1.0 0.7 1.9 3.8 1.7 1.2 2.0 1.0 1.1
#> 114 1.8 2.3 4.1 1.6 3.5 2.0 4.2 1.6 1.3 2.2
#> 115 1.7 1.8 3.8 2.5 3.4 2.5 3.3 1.5 1.4 1.9 0.9
#> 116 1.2 0.9 2.9 3.6 2.7 2.0 2.2 0.6 0.9 1.0 2.0 1.3
#> 117 0.4 0.7 2.5 3.2 1.7 1.0 2.6 0.8 0.7 0.6 2.0 1.9 1.0
#> 118 3.8 2.9 1.1 6.8 2.1 3.6 1.6 3.6 4.1 3.0 5.2 4.7 3.4 3.6
#> 119 3.5 2.8 1.0 5.9 1.8 2.7 2.5 3.9 3.4 2.9 4.3 4.0 3.5 3.5 1.5
#> 120 1.9 2.8 4.6 2.1 3.6 2.1 4.7 2.1 1.6 2.7 1.1 1.8 2.5 2.1 5.7
#> 121 1.5 0.8 2.0 4.5 1.8 1.5 1.3 1.3 1.8 0.7 2.9 2.2 0.9 1.3 2.5
#> 122 1.7 2.2 4.0 1.7 3.4 2.5 4.1 1.5 1.4 2.1 0.5 0.8 1.9 1.9 5.1
#> 123 2.8 2.5 0.5 5.6 1.1 2.4 2.4 3.2 2.9 2.4 4.0 3.9 3.4 2.8 1.2
#> 124 0.9 1.8 3.6 2.1 2.6 1.5 3.7 1.1 0.6 1.7 1.1 1.4 1.5 1.1 4.7
#> 125 1.2 0.7 2.1 4.2 1.9 1.2 1.6 1.0 1.5 0.6 2.6 2.3 1.0 1.0 2.6
#> 126 1.6 1.5 1.5 4.6 0.7 1.4 1.2 1.8 2.1 1.4 3.4 3.3 2.0 1.4 2.2
#> 127 1.0 1.9 3.7 2.0 2.7 1.8 3.8 1.2 0.9 1.8 1.2 1.3 1.6 1.2 4.8
#> 128 1.0 1.7 3.5 2.2 2.7 2.0 3.6 1.0 1.1 1.6 1.2 1.3 1.4 1.0 4.6
#> 129 0.5 0.6 2.4 3.3 2.0 1.1 2.5 1.1 0.6 0.7 1.7 1.4 0.9 0.7 3.5
#> 130 1.4 1.3 1.7 4.2 0.9 1.2 1.8 2.0 1.9 1.2 3.2 3.1 2.2 1.2 2.8
#> 131 1.8 1.7 1.1 4.6 0.5 1.4 1.6 2.4 1.9 1.6 3.2 3.1 2.6 1.8 2.2
#> 132 3.5 3.0 1.4 6.5 1.8 3.3 1.7 3.3 3.8 2.9 4.9 4.8 3.5 3.3 0.7
#> 133 0.6 0.5 2.5 3.4 2.1 1.2 2.4 1.2 0.7 0.8 1.8 1.3 0.8 0.8 3.4
#> 134 0.9 1.8 3.6 2.5 2.6 1.7 3.7 1.1 0.8 1.7 1.5 1.4 1.5 1.1 4.7
#> 135 0.9 1.8 3.6 2.7 2.6 1.3 3.7 2.1 1.2 1.9 1.7 2.0 2.1 1.3 4.7
#> 136 2.5 1.6 0.8 5.5 1.2 2.3 1.3 2.7 2.8 1.7 3.9 3.2 2.3 2.3 1.5
#> 137 1.1 1.0 3.0 4.1 2.8 2.1 1.7 1.3 1.6 1.3 2.5 1.6 0.7 1.3 3.1
#> 138 0.4 0.9 2.7 3.2 1.9 1.2 2.6 0.8 0.7 0.8 2.0 1.9 0.8 0.2 3.6
#> 139 1.2 1.9 3.7 2.0 2.9 2.2 3.8 1.2 1.3 1.8 1.2 1.3 1.6 1.2 4.8
#> 140 1.3 1.0 2.0 3.9 1.8 1.5 1.9 0.9 1.2 0.3 2.3 2.0 0.9 0.9 2.9
#> 141 1.2 0.7 2.3 4.2 2.1 1.4 1.6 1.2 1.5 0.6 2.6 1.7 0.8 1.0 3.0
#> 142 1.8 1.3 2.5 3.8 2.3 2.0 2.0 0.8 1.5 0.8 2.2 1.5 0.8 1.4 3.2
#> 143 1.3 2.0 3.8 1.9 3.0 1.9 3.9 1.3 0.8 1.9 0.5 0.6 1.7 1.5 4.9
#> 144 1.6 0.7 1.9 4.6 1.7 1.4 1.2 1.4 1.9 0.8 3.0 2.3 1.0 1.4 2.4
#> 145 1.6 0.9 2.5 4.6 2.3 1.6 1.2 1.4 1.9 1.0 3.0 2.1 1.0 1.4 2.8
#> 146 1.4 0.9 2.5 3.6 2.3 1.6 2.2 0.8 1.1 0.6 2.0 1.3 0.6 1.0 3.4
#> 147 1.1 1.8 3.6 2.1 2.8 1.3 3.7 1.1 0.6 1.7 0.7 1.4 1.5 1.3 4.7
#> 148 0.9 0.8 2.6 3.1 2.2 1.5 2.7 0.3 0.6 0.7 1.5 1.4 0.7 0.5 3.7
#> 149 1.3 1.2 3.2 3.7 3.0 2.3 2.1 1.1 1.4 1.3 2.1 1.4 0.5 1.3 3.3
#> 150 1.0 1.7 3.5 2.2 2.7 2.0 3.6 1.0 1.1 1.6 1.0 0.9 1.4 1.0 4.6
#> 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133
#> 1
#> 2
#> 3
#> 4
#> 5
#> 6
#> 7
#> 8
#> 9
#> 10
#> 11
#> 12
#> 13
#> 14
#> 15
#> 16
#> 17
#> 18
#> 19
#> 20
#> 21
#> 22
#> 23
#> 24
#> 25
#> 26
#> 27
#> 28
#> 29
#> 30
#> 31
#> 32
#> 33
#> 34
#> 35
#> 36
#> 37
#> 38
#> 39
#> 40
#> 41
#> 42
#> 43
#> 44
#> 45
#> 46
#> 47
#> 48
#> 49
#> 50
#> 51
#> 52
#> 53
#> 54
#> 55
#> 56
#> 57
#> 58
#> 59
#> 60
#> 61
#> 62
#> 63
#> 64
#> 65
#> 66
#> 67
#> 68
#> 69
#> 70
#> 71
#> 72
#> 73
#> 74
#> 75
#> 76
#> 77
#> 78
#> 79
#> 80
#> 81
#> 82
#> 83
#> 84
#> 85
#> 86
#> 87
#> 88
#> 89
#> 90
#> 91
#> 92
#> 93
#> 94
#> 95
#> 96
#> 97
#> 98
#> 99
#> 100
#> 101
#> 102
#> 103
#> 104
#> 105
#> 106
#> 107
#> 108
#> 109
#> 110
#> 111
#> 112
#> 113
#> 114
#> 115
#> 116
#> 117
#> 118
#> 119
#> 120 4.8
#> 121 2.6 3.4
#> 122 4.6 1.6 2.8
#> 123 0.7 4.5 2.5 3.9
#> 124 4.0 1.2 2.4 1.0 3.5
#> 125 3.1 3.1 0.5 2.5 2.6 2.1
#> 126 2.5 3.5 1.1 3.3 1.8 2.5 1.2
#> 127 4.3 1.3 2.5 0.9 3.6 0.3 2.2 2.6
#> 128 4.5 1.3 2.3 0.9 3.8 0.5 2.0 2.4 0.4
#> 129 3.0 2.2 1.2 1.6 2.5 1.2 0.9 1.9 1.3 1.5
#> 130 2.7 2.9 1.3 3.1 2.0 2.3 1.4 0.6 2.4 2.2 1.7
#> 131 1.7 3.5 1.7 3.1 1.0 2.5 1.8 0.8 2.6 2.8 1.7 1.0
#> 132 2.2 5.4 2.6 4.8 1.5 4.4 2.5 1.9 4.5 4.3 3.4 2.5 1.9
#> 133 2.9 2.3 1.1 1.7 2.6 1.3 1.0 2.0 1.4 1.6 0.1 1.8 1.8 3.5
#> 134 4.2 1.0 2.4 1.4 3.5 0.6 2.1 2.5 0.7 0.9 1.2 1.9 2.5 4.4 1.3
#> 135 3.8 1.2 2.4 2.0 3.5 1.4 2.1 2.5 1.5 1.5 1.2 1.9 2.5 4.4 1.3
#> 136 1.2 4.4 1.4 3.8 1.1 3.4 1.9 1.3 3.5 3.3 2.2 1.5 0.9 1.6 2.1
#> 137 3.6 3.0 1.0 2.4 3.5 2.0 0.9 2.1 2.1 1.9 1.0 2.3 2.7 3.2 0.9
#> 138 3.7 2.1 1.3 1.9 3.0 1.1 1.0 1.4 1.2 1.0 0.7 1.4 2.0 3.3 0.8
#> 139 4.7 1.3 2.5 0.9 4.0 0.7 2.2 2.6 0.4 0.2 1.7 2.4 3.0 4.5 1.8
#> 140 3.0 2.8 0.6 2.2 2.5 1.8 0.7 1.3 1.9 1.7 1.0 1.3 1.7 2.8 1.1
#> 141 2.9 3.1 0.5 2.5 2.8 2.1 0.6 1.6 2.2 2.0 0.9 1.6 2.0 3.1 0.8
#> 142 3.1 2.7 0.7 2.1 3.0 1.7 1.2 1.8 1.8 1.6 1.5 1.8 2.2 3.3 1.4
#> 143 4.2 1.2 2.6 0.6 3.7 0.8 2.3 2.9 0.9 0.9 1.4 2.7 2.7 4.6 1.5
#> 144 2.5 3.5 0.3 2.9 2.4 2.5 0.6 1.0 2.6 2.4 1.3 1.4 1.6 2.5 1.2
#> 145 3.1 3.5 0.5 2.9 3.0 2.5 0.4 1.6 2.6 2.4 1.3 1.8 2.2 2.9 1.2
#> 146 3.1 2.5 0.9 1.9 3.0 1.5 1.0 2.0 1.6 1.4 1.1 1.8 2.2 3.5 1.0
#> 147 3.8 1.0 2.4 1.2 3.5 0.4 2.1 2.7 0.7 0.9 1.2 2.5 2.5 4.4 1.3
#> 148 3.6 2.0 1.4 1.4 2.9 1.0 1.1 1.9 1.1 0.9 0.8 1.7 2.1 3.4 0.9
#> 149 3.8 2.6 1.2 2.0 3.7 1.8 1.1 2.3 1.7 1.5 1.2 2.5 2.9 3.4 1.1
#> 150 4.5 1.3 2.3 0.9 3.8 0.9 2.0 2.4 0.8 0.4 1.5 2.2 2.8 4.3 1.6
#> 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148
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#> 135 1.0
#> 136 3.4 3.4
#> 137 2.0 2.0 2.4
#> 138 1.1 1.3 2.5 1.1
#> 139 1.1 1.7 3.5 2.1 1.2
#> 140 1.8 2.2 1.8 1.4 0.9 1.9
#> 141 2.1 2.1 1.7 0.7 1.0 2.2 0.7
#> 142 1.7 2.7 1.9 1.5 1.4 1.8 0.5 0.8
#> 143 1.0 1.4 3.6 2.2 1.5 0.9 2.0 2.3 1.9
#> 144 2.5 2.5 1.3 1.1 1.4 2.6 0.9 0.6 1.0 2.7
#> 145 2.5 2.5 1.9 0.7 1.4 2.6 1.1 0.4 1.2 2.7 0.6
#> 146 1.5 2.3 1.9 1.3 1.2 1.6 0.7 0.6 0.4 1.7 1.0 1.0
#> 147 0.8 1.4 3.4 2.0 1.3 1.1 1.8 2.1 1.7 0.8 2.5 2.5 1.5
#> 148 1.0 1.8 2.4 1.4 0.7 1.1 0.8 1.1 0.9 1.2 1.5 1.5 0.5 1.0
#> 149 1.8 2.0 2.6 0.4 1.1 1.7 1.2 1.1 1.3 1.8 1.3 1.1 1.1 1.8 1.2
#> 150 0.9 1.5 3.3 1.9 1.0 0.4 1.7 2.0 1.6 0.5 2.4 2.4 1.4 1.1 0.9
#> 149
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#> 150 1.5
# Compare the measurements by transposing and scaling them first
iris_dist <- dissimilarity(iris_num, method = "euclidean",
scale = TRUE, transpose = TRUE)
iris_dist
#> Dissimilarity matrix with metric: euclidean (transposed then scaled data)
#> labels sepal_length sepal_width petal_length
#> 1 sepal_length
#> 2 sepal_width 17.254
#> 3 petal_length 13.802 12.063
#> 4 petal_width 27.409 12.340 16.209
class(iris_dist)
#> [1] "Dissimilarity" "dist"
labels(iris_dist)
#> [1] "sepal_length" "sepal_width" "petal_length" "petal_width"
nobs(iris_dist)
#> [1] 4
# specific plots
autoplot(iris_dist)
chart(iris_dist, gradient = list(low = "green", mid = "white", high = "red"))
