I have a list list_tot
that has nested lists.
I want to subset or create a new list that selects specific subsets based on the parameters specified, details follow:
List_1 <- list(a = matrix(5,2), b = matrix(5,7), c = matrix(5,9), d = matrix(5,3))
List_2 <- list(a = matrix(7,3), b = matrix(7,7), c = matrix(7,1), d = matrix(7,9))
List_3 <- list(a = matrix(5,2), b = matrix(5,7), c = matrix(5,9), d = matrix(5,3))
List_4 <- list(a = matrix(5,2), b = matrix(5,7), c = matrix(5,9), d = matrix(5,3))
List_5 <- list(a = matrix(5,2), b = matrix(5,7), c = matrix(5,9), d = matrix(5,3))
List_tot <- list(List_1, List_2, List_3, List_4, List_5)
that reads:
[[1]]
[[1]]$a
[,1]
[1,] 5
[2,] 5
[[1]]$b
[,1]
[1,] 5
[2,] 5
[3,] 5
[4,] 5
[5,] 5
[6,] 5
[7,] 5
[[1]]$c
[,1]
[1,] 5
[2,] 5
[3,] 5
[4,] 5
[5,] 5
[6,] 5
[7,] 5
[8,] 5
[9,] 5
[[1]]$d
[,1]
[1,] 5
[2,] 5
[3,] 5
[[2]]
[[2]]$a
[,1]
[1,] 7
[2,] 7
[3,] 7
[[2]]$b
[,1]
[1,] 7
[2,] 7
[3,] 7
[4,] 7
[5,] 7
[6,] 7
[7,] 7
[[2]]$c
[,1]
[1,] 7
...etc
I want to select:
So New_List_tot
would have an output of:
that reads:
[[1]]
[[1]]$c
[,1]
[1,] 5
[2,] 5
[3,] 5
[4,] 5
[5,] 5
[6,] 5
[7,] 5
[8,] 5
[9,] 5
[[1]]$d
[,1]
[1,] 5
[2,] 5
[3,] 5
etc...
Any assistance would be helpful. All my attempts, attempts using plyer and dplyr, but with no success and very much stuck.
We can use base R
to do this. No packages are needed
lapply(List_tot, `[`, c("a", "c", "d"))
or with anonymous function
lapply(List_tot, function(x) x[c("a", "c", "d")])
if we need the top 2, order
the number of rows (lengths
work as these are single column matrix
, so the number of rows are equal to the total number of elements, get the head
of the names
of the ordered vector of number of rows and use that to extract the inner list element
lapply(List_tot, function(x) {
x1 <- x[c("a", "c", "d")]
v1 <- lengths(x1)
x1[head(names(v1)[order(-v1)], 2)]
})