Get row and column indices of matches using `which()`

Say I have some matrix, for example:

m = matrix(rep(c(0, 0, 1), 4), nrow = 4)
m
     [,1] [,2] [,3]
[1,]    0    0    1
[2,]    0    1    0
[3,]    1    0    0
[4,]    0    0    1

If I run which, I get list of normal indices:

> which(m == 1)
[1]  3  6  9 12

I want to get something like matrix indices - each index containing the row and column number:

     [,1] [,2]
[1,]    3    1
[2,]    2    2
[3,]    1    3
[4,]    4    3

Is there any simple function to do this? Moreover, it should somehow contain the row and column names:

> rownames(m) = letters[1:4]
> colnames(m) = letters[5:7]
> m
  e f g
a 0 0 1
b 0 1 0
c 1 0 0
d 0 0 1

but I don't now how, maybe like

     [,1] [,2] [,3] [,4]
[1,]    3    1    c    e
[2,]    2    2    b    f
[3,]    1    3    a    g
[4,]    4    3    d    g

or, maybe return 2 vectors (for rows and columns), like

c b a d
3 2 1 4

e f g g
1 2 3 3

Solution 1:

For your first question you need to also pass arr.ind= TRUE to which:

> which(m == 1, arr.ind = TRUE)
     row col
[1,]   3   1
[2,]   2   2
[3,]   1   3
[4,]   4   3

Solution 2:

You cannot mix numeric and alpha in a matrix, but you can in a data.frame:

> indices <- data.frame(ind= which(m == 1, arr.ind=TRUE))
> indices$rnm <- rownames(m)[indices$ind.row]
> indices$cnm <- colnames(m)[indices$ind.col]
> indices
  ind.row ind.col rnm cnm
c       3       1   c   e
b       2       2   b   f
a       1       3   a   g
d       4       3   d   g