Question

I have my data table in R. I want to merge rows which have an identical customerID, and then concatenate the elements of other merged columns.

I want to go from this:

   title  author customerID
1 title1 author1          1
2 title2 author2          2
3 title3 author3          1

to this:

           title           author Group.1
1 title1, title3 author1, author3       1
2         title2          author2       2

Answer 1

The aggregate function should help you in finding a solution:

dat = data.frame(title = c("title1", "title2", "title3"),
                 author = c("author1", "author2", "author3"),
                 customerID = c(1, 2, 1))
aggregate(dat[-3], by=list(dat$customerID), c)
#   Group.1 title author
# 1       1  1, 3   1, 3
# 2       2     2      2

Or, just make sure you add stringsAsFactors = FALSE when you are creating your data frame and you’re pretty much good to go. If your data are already factored, you can use something like dat[c(1, 2)] = apply(dat[-3], 2, as.character) to convert them to character first, then:

aggregate(dat[-3], by=list(dat$customerID), c)
#   Group.1          title           author
# 1       1 title1, title3 author1, author3
# 2       2         title2          author2