Only just discovered Plyr
and it has saved me a tonne of lines combining multiple data frames which is great. BUT I have another renaming problem I cannot fathom.
I have a list, which contains a number of data frames (this is a subset as there are actually 108 in the real list).
> str(mydata)
List of 4
$ C11:'data.frame': 8 obs. of 3 variables:
..$ X : Factor w/ 8 levels "n >= 1","n >= 2",..: 1 2 3 4 5 6 7 8
..$ n.ENSEMBLE.COVERAGE: num [1:8] 1 1 1 1 0.96 0.91 0.74 0.5
..$ n.ENSEMBLE.RECALL : num [1:8] 0.88 0.88 0.88 0.88 0.9 0.91 0.94 0.95
$ C12:'data.frame': 8 obs. of 3 variables:
..$ X : Factor w/ 8 levels "n >= 1","n >= 2",..: 1 2 3 4 5 6 7 8
..$ n.ENSEMBLE.COVERAGE: num [1:8] 1 1 1 1 0.96 0.89 0.86 0.72
..$ n.ENSEMBLE.RECALL : num [1:8] 0.91 0.91 0.91 0.91 0.93 0.96 0.97 0.98
$ C13:'data.frame': 8 obs. of 3 variables:
..$ X : Factor w/ 8 levels "n >= 1","n >= 2",..: 1 2 3 4 5 6 7 8
..$ n.ENSEMBLE.COVERAGE: num [1:8] 1 1 1 1 0.94 0.79 0.65 0.46
..$ n.ENSEMBLE.RECALL : num [1:8] 0.85 0.85 0.85 0.85 0.88 0.9 0.92 0.91
$ C14:'data.frame': 8 obs. of 3 variables:
..$ X : Factor w/ 8 levels "n >= 1","n >= 2",..: 1 2 3 4 5 6 7 8
..$ n.ENSEMBLE.COVERAGE: num [1:8] 1 1 1 1 0.98 0.95 0.88 0.74
..$ n.ENSEMBLE.RECALL : num [1:8] 0.91 0.91 0.91 0.91 0.92 0.94 0.95 0.98
What I really want to achieve is for each data frame to have the columns prepended with the title of the dataframe. So in the example the columns would be:
C11.X
, C11.n.ENSEMBLE.COVERAGE
& C11.n.ENSEMBLE.RECALL
C12.X
, C12.n.ENSEMBLE.COVERAGE
& C12.n.ENSEMBLE.RECALL
C13.X
, C13.n.ENSEMBLE.COVERAGE
& C13.n.ENSEMBLE.RECALL
C14.X
, C14.n.ENSEMBLE.COVERAGE
& C14.n.ENSEMBLE.RECALL
Can anyone suggest an elegant approach to renaming columns like this?
Here's a reproducible example using the iris data set:
# produce a named list of data.frames as sample data:
dflist <- split(iris, iris$Species)
# store the list element names:
n <- names(dflist)
# rename the elements:
Map(function(df, vec) setNames(df, paste(vec, names(df), sep = ".")), dflist, n)
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