I have an R list of approx. 90 character vectors (representing 90 documents), each containing several author names. As a means to stem (or normalize, what have you) the names, I'd like to drop all characters after the white-space and first character just past the comma in each element. So, for example, "Smith, Joe" would become "Smith, J" (or "Smith J" would fine).
1) I've tried using lapply with str_sub, but I can't seem to specify keeping one character past the comma (each element has different character length). 2) I also tried using lapply to split on the comma and make the last and first names separate elements, then using modify_depth to apply str_sub, but I can't figure out how to specifically use the str_sub only on the second element.
doc1 = c("King, Stephen", "Martin, George")
doc2 = c("Clancy, Tom", "Patterson, James", "Stine, R.L.")
author = list(doc1,doc2)
myfun1 = function(x,arg1){str_split(x, ", ")}
author = lapply(author, myfun1)
myfun2 = function(x,arg1){str_sub(x, end = 1L)}
f2 = modify_depth(author, myfun2, .depth = 2)
f2
[[1]]
[[1]][[1]]
[1] "K" "S"
[[1]][[2]]
[1] "M" "G"
Ultimately, I'm hoping after applying a solution, including maybe using unite(), the result will be as follows:
[[1]]
[[1]][[1]]
[1] "King S"
[[1]][[2]]
[1] "Martin G"
lapply( author, function(x) gsub( "(^.*, [A-Z]).*$", "\\1", x))
# [[1]]
# [1] "King, S" "Martin, G"
#
# [[2]]
# [1] "Clancy, T" "Patterson, J" "Stine, R"
What it does:
lapply
loops over list of authors
gsub
replaces a part of the elements of the vectors, defined by the regex "(^.*, [AZ]).*$"
with the first group (the part between the round brackets).
the regex "(^.*, [AZ]).*$"
puts everything from the start ^.*
, until (and including) the first 'comma space, captal' , [AZ]
into a group.
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