[R] lapply to change variable names and variable values
sjkiss at gmail.com
Mon Mar 12 19:37:43 CET 2012
Hi: I'm sure this is a very easy problem. I've consulted Data Manipulation With R and the R Book and can't find an answer.
Sample list of data frames looks as follows:
.xx<-list(df<-data.frame(Var1=rep('Alabama', 400), Var2=rep(c(2004, 2005, 2006, 2007), 400)), df2<-data.frame(Var1=rep('Tennessee', 400), Var2=rep(c(2004,2005,2006,2007), 400)), df3<-data.frame(Var1=rep('Alaska', 400), Var2=rep(c(2004,2005,2006,2007), 400)) )
I would like to accomplish the following two tasks.
First, I'd like to go through and change the names of each of the data frames within the list
to be 'State' and 'Year'
Second, I'd like to go through and add one year to each of the 'Var2' variables.
Third, I'd like to then delete those cases in the data frames that have values of Var2 (or Year) values of 2008.
I could do this manually, but my data are actually bigger than this, plus I'd really like to learn. I've been trying to use lapply, but I can't get my head around how it works:
.xx<- lapply(.xx, function(x) colnames(x)<-c('State', 'Year')
just changes the actual list of data frames to a list of the character string ('State' and 'Year') How do I actually change the underlying variable names?
I'm grateful for your suggestions!
Simon J. Kiss, PhD
Assistant Professor, Wilfrid Laurier University
73 George Street
Brantford, Ontario, Canada
Cell: +1 905 746 7606
More information about the R-help