I have the following sample data:
targets <- c("der", "das")
candidates <- c("sdassder", "sderf", "fongs")
Desired Output:
I would like to find sdassder
as the Output since it includes the most Matches for targets
(as substrings).
What i tried:
x <- sapply(targets, function(target) sapply(candidates, grep, pattern = target)) > 0
which.max(rowSums(x))
Goal:
As you can see, i found some dirty Code that technically yields the result, but i dont feel its a best practise.I hope this Question fits here otherwise i move to Code review.
I tried mapply, do.call, outer, but didnt manage to find a better Code.
Edit:
Adding another Option myself, after seeing the current answers.
Using pipes:
sapply(targets, grepl, candidates) %>% rowSums %>% which.max %>% candidates[.]
You can simplify it a little, I think.
matches <- sapply(targets, grepl, candidates)
matches
# der das
# [1,] TRUE TRUE
# [2,] TRUE FALSE
# [3,] FALSE FALSE
And find the number of matches using rowSums
:
rowSums(matches)
# [1] 2 1 0
candidates[ which.max(rowSums(matches)) ]
# [1] "sdassder"
(Note that this last part does not really inform about ties.)
If you want to see the individual matches per-candidate, you can always apply the names manually, though this is only an aesthetic thing, adding very little to the work itself.
rownames(matches) <- candidates
matches
# der das
# sdassder TRUE TRUE
# sderf TRUE FALSE
# fongs FALSE FALSE
rowSums(matches)
# sdassder sderf fongs
# 2 1 0
which.max(rowSums(matches))
# sdassder
# 1 <------ this "1" indicates the index within the rowSums vector
names(which.max(rowSums(matches)))
# [1] "sdassder"
One stringr
option could be:
candidates[which.max(rowSums(outer(candidates, targets, str_detect)))]
[1] "sdassder"
We could paste the targets
together and create a pattern to match.
library(stringr)
str_c(targets, collapse = "|")
#[1] "der|das"
Use it in str_count
to count the number of times pattern was matched.
str_count(candidates, str_c(targets, collapse = "|"))
#[1] 2 1 0
Get the index of maximum value and subset it from original candidates
candidates[which.max(str_count(candidates, str_c(targets, collapse = "|")))]
#[1] "sdassder"
If you love us? You can donate to us via Paypal or buy me a coffee so we can maintain and grow! Thank you!
Donate Us With