Practical Predictive Analytics

Subsetting the columns

For this exercise, we will be using a restricted set of columns from the CSV file. We can either select the specific columns from the dataframe just read in (if we just read in the whole file), or reread the csv file using the colClasses parameter to only read the columns that are required. Often, this method is preferable when you are reading a large file, and will instruct read.csv to only retain the first three and the last two columns, and ignore the columns priemp through govmilitary.

After rereading in the file, with a subset of the columns, we print a few records from the beginning and end of the file. We can do this using a combination of the rbind(), head(), and tail() functions. This will give us all of the ...