library(caret) DataFolder = "/Users/ml/Desktop/DataSet/" file_list <- list.files(path = DataFolder) for (i in 1:length(file_list)) { fileName = paste(DataFolder,"/", file_list[i], sep = "") thedata <- read.csv(fileName)[, c( 'StrengthOut', 'StrengthIn', 'RFC', 'FanIn', 'FanOut', 'CBO' )] pairs(~mpg+disp+drat+wt,data=mtcars, main="Simple Scatterplot Matrix")