CODEWITHSUNDEEP
r
Basil
Basil

Reputation: 1004

R fuzzy matching using agrep for two vectors

I want to compare 2 vectors of where people have visited using fuzzy matching for which I am using agrep.

person1<-c("supermarket","garage","garden centre","restaurant")
person2<-c("supermkt","park","gdn center","gym","italian restaurant")

If I enter all of the places that person1 went to manually into agrep then it tells me that person 1 visited 3 places that person 2 also visited.

agrep("supermarket",person2,max.distance = 0.3)

What I want is a way to iterate through the places person 1 visited to come up with the result '3' and for this to be assigned to a variable eg person1result<-3 so I can then use this later on in the coding.

Upvotes: 2

Views: 205

Answers (2)

ThomasIsCoding
ThomasIsCoding

Reputation: 101335

Here is one option using outer + agrepl

which(
  outer(
    person1,
    person2,
    FUN = Vectorize(function(x, y) agrepl(x, y, max.distance = 0.3))
  ),
  arr.ind = TRUE
)[, "col"]

which gives

[1] 1 3 5

Upvotes: 1

Oliver
Oliver

Reputation: 8572

Not certain I'm understanding you question correctly. But one way to iterate would be using a for-loop or equivalently an *apply function as below:

sapply(person1, function(x)agrep(x, person2, max.distance = 0.3))
[1] 1 3 5

From here I hope you can continue to resolve the remaining part of your question.

Upvotes: 2

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