Prevent variable name getting mangled by read.csv/read.table?

Question

My data set testdata has 2 variables named PWGTP and AGEP

The data are in a .csv file.

When I do:

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Answer 1

It is possible that the column names in the file could be 1 PWGTP i.e.with spaces between the number (or something else) and that characters which result in .. while reading in R. One way to prevent this would be to use check.names = FALSE in read.csv/read.table

d1 <- read.csv("yourfile.csv", header=TRUE, stringsAsFactors=FALSE, check.names=FALSE)

However, it is better not to have a name starting with number or have spaces in between.

So, suppose, if the OP read the data with the default options i.e. with check.names = TRUE, we can use sub to change the column names

names(d1) <- sub(".*\\.+", "", names(d1))

As an example

sub(".*\\.+", "", "ï..PWGTP")
#[1] "PWGTP"