Naturallanguageprocessing, String Matching, R, Jaro Winkler, Levenshtein Distance.
matches = approxMatch(buildings$building, building_names$building_name) View(matches) # We can filter out the absolute match to get a table of negative matches to make decisions on which name to use for our "single truth." The function filters the vectors by unique items and sorts aphetically, so