Two seemingly equal ways of changing column names for R data.frame - only the other one works

Question

I have a dataframe and I need to add suffix to some of the variable names. In my case that\'s all numerical variables after spreading a variable to wide format. Could someone ex

Answer 1

You are subsetting your df, in essence creating a second data.frame, and renaming it. This does not reflect on your original data.frame.

colnames(df[,2:ncol(df)]) <- paste0(names(df[, 2:ncol(df)]), "_X")

would be equal to

df2 <- df[,2:ncol(df)]
colnames(df2) <- paste0(names(df[, 2:ncol(df)]), "_X")

> df
  ID var1 var2 var3
1 id    1    2    3
> df2
  var1_X var2_X var3_X
1      1      2      3

The correct way would be

colnames(df)[2:ncol(df)] <- paste0(names(df[, 2:ncol(df)]), "_X")

or using sprintf

colnames(df)[2:ncol(df)] <- sprintf("%s_X", names(df)[2:ncol(df)])