[R] Utilizing column names to multiply over all columns
David Winsemius
dwinsemius at comcast.net
Tue Aug 16 22:13:52 CEST 2011
On Aug 16, 2011, at 3:37 PM, Sam Albers wrote:
> ## Hello there,
> ## I have an issue where I need to use the value of column names to
> multiply with the individual values in a column and I have many
> columns to do this over. I have data like this where the column names
> are numbers:
>
> mydf <- data.frame(`2.72`=runif(20, 0, 125),
> `3.2`=runif(20, 50, 75),
> `3.78`=runif(20, 0, 100),
> yy= head(letters,2), check.names=FALSE)
> mydf
2.72 3.2 3.78 yy
1 31.07874 74.48555 89.306591 a
2 123.68290 74.30030 11.943576 b
3 89.64024 68.26378 97.627211 a
4 81.46604 59.79607 91.005217 b
>
> ## I had been doing something like this but this seems rather tedious
> and clunky. These append the correct values to my dataframe but is
> there any way that I can do this generally over each column, also
> using each column name as the multiplier for that column?
>
> mydf$vd2.72 <- mydf$'2.72'*2.72
> mydf$vd3.2 <- mydf$'3.2'*3.2
> mydf$vd3.78 <- mydf$'3.78'*3.78
>
> ## So can I get to this point with a more generalized solution? For
> now, I would also prefer to keep this in wide format and I am aware
> (thanks to the list!) that I could use melt() to get the values I
> want.
You will get the warning that last last column is not "going right"
but otherwise this returns what you asked for:
sapply(1:length(mydf), function(i) mydf[[i]]* as.numeric(names(mydf)
[i]) )
[,1] [,2] [,3] [,4]
[1,] 84.53416 238.3538 337.57891 NA
[2,] 336.41748 237.7610 45.14672 NA
[3,] 243.82145 218.4441 369.03086 NA
[4,] 221.58762 191.3474 343.99972 NA
[5,] 81.78911 213.0770 97.90072 NA
snipped remainder
--
David Winsemius, MD
West Hartford, CT
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