Naturallanguageprocessing, String Matching, R, Jaro Winkler, Levenshtein Distance.
jarowinkler(matches$base_series[i],building_name)) } # loop through the longer column create a list of Jaro-Winkler similarity scores matches$similarity[i] = max(unlist(sim_scores)) # return the highest similarity score matches$matched[i] = reference_series[which(sim_scores ==