I have the following data set
df <- data.frame(
path = c(\"a,b,a\",
\"(direct) / (none), (direct) / (none), google / cpc, google / cpc\"
You were almost there. The only thing is that you need to split with ",\\s*"
instead of just ","
. In the latter case, calling unique
won't produce the wanted output, since some string may differ for the number of blank spaces. If you remove them when you split, you solve this issue.
On another note, since you used setDT(df)
, I guess you are using data.table
. If so, you need to use proper data.table
grammar to avoid copies:
df[,path:=sapply(
strsplit(as.character(df$path ), split=",\\s*"),
function(x) {paste(unique(x), collapse = ', ')})]
will modify the path
column by reference.