merge on non-identical names
Greetings, I need to conduct a merge on two databases containing information on organizations, but the organization names are often non-identical and there is no common unique identifier. Does anyone know a good way to calculate a similarity measure on two names, or even better is there a natural language matching function in an R package? I did some searches on this but must not know the right keywords to search. As an example, here are some possible non-identical names: Oxfam, Oxfam USA American Services, Americam Services - (just mis-spelled) Global Alliance for Action, Global Alliance for the Environment - (a non-match) Any suggestions are welcome!
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