Naturallanguageprocessing, String Matching, R, Jaro Winkler, Levenshtein Distance.
would discard this item out of the merged data frame, because the two strings make an approximate match, not an exact match. This post explores methods of scoring string similarity (Levenshtein and Jaro-Winkler) and proposes an R function to generate a matching summary table so that the analyst can