Peter Waltman
2005-Jun-06 21:15 UTC
[R] how to generate pairwise plots with data frames - tia
hi - sorry for a newbie question, but I've tried to go through the documentation and couldn't find anything that would address my specific need. in a nutshell, I have a txt file containing a data matrix with 10 columns of data. I would like to generate pairwise plots of the data, i.e. 1 column against the other 9. Since this will produce 50 plots, I'd like to do it using a loop. However, I can't figure out how to do it as it seems like I have to specify the column name within the plot function. for example, if I have: test <- read.delim("matrix.txt") and then try to generate a plot of the first 2 columns via: plot(test[1], test[2) I get an error message: Error in pmatch(x, table, duplicates.ok) : argument is not of mode character but if I specify these columns by their column headers, i.e.: attach(test) plot(Control_200, Control_201) it works just fine. However, with 10 columns, this will produce ~ 50 pairwise plots, so I'd really like to figure out how to automate this. I've tried getting the names of the data frame and using those, i.e.: myNames<-names(test) plot(test$myNames[1], test$myNames[2]) but that doesn't work either as the myNames members are strings, not the variables themselves (I believe). is it possible to get a listing of the variables themselve, not the names and work off of those? thanks to anyone who can help shed some light on this, Peter Waltman
Sarah Goslee
2005-Jun-06 21:19 UTC
[R] how to generate pairwise plots with data frames - tia
Peter, Please read the intro to R available on the R web page - you've run into a subsetting problem. The code you specified doesn't select a column from your matrix.> plot(test[1], test[2)Try: plot(test[,1], test[,2]) since test is a two-dimensional construct. Also see ?pairs -- Sarah Goslee http://www.stringpage.com